In [16]:
workDir = '/home/nick/notebook/SIPSim/dev/priming_exp/validation_sample/X12C.700.28_fracRichness/'
genomeDir = '/home/nick/notebook/SIPSim/dev/priming_exp/genomes/'
allAmpFrags = '/home/nick/notebook/SIPSim/dev/bac_genome1210/validation/ampFrags.pkl'
otuTableFile = '/var/seq_data/priming_exp/data/otu_table.txt'
metaDataFile = '/var/seq_data/priming_exp/data/allsample_metadata_nomock.txt'
primerFile = '/home/nick/notebook/SIPSim/dev/515F-806R.fna'
cdhit_dir = '/home/nick/notebook/SIPSim/dev/priming_exp/CD-HIT/'
R_dir = '/home/nick/notebook/SIPSim/lib/R/'
figureDir = '/home/nick/notebook/SIPSim/figures/'
# simulation params
comm_richness = 6896
seq_per_fraction = ['lognormal', 10.096, 1.116]
# for making genome_map file for genome fragment simulation
taxonMapFile = os.path.join(cdhit_dir, 'target_taxa.txt')
genomeFilterFile = os.path.join(cdhit_dir, 'genomeFile_seqID_filt.txt')
abundFile = os.path.join('/home/nick/notebook/SIPSim/dev/priming_exp/exp_info', 'X12C.700.28_frac_OTU.txt')
# misc
nprocs = 20
In [17]:
import glob
import cPickle as pickle
import copy
from IPython.display import Image
In [18]:
%load_ext rpy2.ipython
The rpy2.ipython extension is already loaded. To reload it, use:
%reload_ext rpy2.ipython
In [19]:
%%R
library(ggplot2)
library(dplyr)
library(tidyr)
library(gridExtra)
In [20]:
if not os.path.isdir(workDir):
os.makedirs(workDir)
In [21]:
%%R -i abundFile
# reading priming experiment OTU table
tbl.abund = read.delim(abundFile, sep='\t')
tbl.abund %>% head
OTUId mean_perc_abund median_perc_abund max_perc_abund sample
1 OTU.1 1.502396379 1.667181645 1.97331895 X12C.700.28
2 OTU.10 0.166895317 0.167189912 0.34949460 X12C.700.28
3 OTU.100 0.179099861 0.156171401 0.44673472 X12C.700.28
4 OTU.1000 0.005144254 0.003672572 0.01243420 X12C.700.28
5 OTU.10000 0.003698954 0.002475258 0.01027925 X12C.700.28
6 OTU.1001 0.011117285 0.012205991 0.02067802 X12C.700.28
In [22]:
%%R
tbl.comm = tbl.abund %>%
rename('taxon_name' = OTUId,
'rel_abund_perc' = mean_perc_abund) %>%
select(taxon_name, rel_abund_perc) %>%
mutate(library = '1',
rank = row_number(-rel_abund_perc)) %>%
arrange(rank)
tbl.comm %>% head
taxon_name rel_abund_perc library rank
1 OTU.1 1.502396 1 1
2 OTU.2 1.260967 1 2
3 OTU.4 1.212520 1 3
4 OTU.9 1.132359 1 4
5 OTU.3 1.085465 1 5
6 OTU.22 1.073704 1 6
In [23]:
%%R
# rescaling rel_abund_perc so sum(rel_abund_perc) = 100
tbl.comm = tbl.comm %>%
group_by(library) %>%
mutate(total = sum(rel_abund_perc)) %>%
ungroup() %>%
mutate(rel_abund_perc = rel_abund_perc * 100 / total) %>%
select(library, taxon_name, rel_abund_perc, rank)
tbl.comm %>% head
Source: local data frame [6 x 4]
library taxon_name rel_abund_perc rank
1 1 OTU.1 1.2629124 1
2 1 OTU.2 1.0599675 2
3 1 OTU.4 1.0192425 3
4 1 OTU.9 0.9518592 4
5 1 OTU.3 0.9124408 5
6 1 OTU.22 0.9025540 6
In [24]:
%%R -i comm_richness
# number of OTUs
n.OTUs = tbl.comm$taxon_name %>% unique %>% length
cat('Number of OTUs:', n.OTUs, '\n')
# assertion
cat('Community richness = number of OTUs? ', comm_richness == n.OTUs, '\n')
Number of OTUs: 6896
Community richness = number of OTUs? TRUE
In [25]:
%%R -i workDir
commFile = paste(c(workDir, 'comm.txt'), collapse='/')
write.table(tbl.comm, commFile, sep='\t', quote=F, row.names=F)
In [26]:
%%R -i workDir
commFile = paste(c(workDir, 'comm.txt'), collapse='/')
comm = read.delim(commFile, sep='\t')
comm %>% head
library taxon_name rel_abund_perc rank
1 1 OTU.1 1.2629124 1
2 1 OTU.2 1.0599675 2
3 1 OTU.4 1.0192425 3
4 1 OTU.9 0.9518592 4
5 1 OTU.3 0.9124408 5
6 1 OTU.22 0.9025540 6
In [27]:
%%R -w 900 -h 350
ggplot(comm, aes(rank, rel_abund_perc)) +
geom_point() +
labs(x='Rank', y='% relative abundance', title='Priming experiment community abundance distribution') +
theme_bw() +
theme(
text = element_text(size=16)
)
In [28]:
%%R -i taxonMapFile -i genomeFilterFile
taxonMap = read.delim(taxonMapFile, sep='\t') %>%
select(target_genome, OTU) %>%
distinct()
taxonMap %>% nrow %>% print
taxonMap %>% head(n=3) %>% print
breaker = '----------------\n'
cat(breaker)
genomeFilter = read.delim(genomeFilterFile, sep='\t', header=F)
genomeFilter %>% nrow %>% print
genomeFilter %>% head(n=3) %>% print
cat(breaker)
comm = read.delim(commFile, sep='\t')
comm %>% nrow %>% print
comm %>% head(n=3) %>% print
[1] 236
target_genome OTU
1 CP001738_Thermomonospora_curvata_DSM_43183 OTU.8540
2 CP001738_Thermomonospora_curvata_DSM_43183 OTU.9267
3 CP001738_Thermomonospora_curvata_DSM_43183 OTU.1457
----------------
[1] 187
V1
1 CP003093_Pseudoxanthomonas_spadix_BD_a59
2 CP000511_Mycobacterium_vanbaalenii_PYR_1
3 CP003344_Desulfitobacterium_dichloroeliminans_LMG_P_21439
V2
1 /home/nick/notebook/SIPSim/dev/bac_genome1210/genomes/Pseudoxanthomonas_spadix_BD-a59.fasta
2 /home/nick/notebook/SIPSim/dev/bac_genome1210/genomes/Mycobacterium_vanbaalenii_PYR-1.fasta
3 /home/nick/notebook/SIPSim/dev/bac_genome1210/genomes/Desulfitobacterium_dichloroeliminans_LMG_P-21439.fasta
----------------
[1] 6896
library taxon_name rel_abund_perc rank
1 1 OTU.1 1.262912 1
2 1 OTU.2 1.059967 2
3 1 OTU.4 1.019242 3
In [29]:
%%R
taxonMap$OTU %>% table %>% sort(decreasing=T) %>% head
.
OTU.1 OTU.10 OTU.101 OTU.102 OTU.10237 OTU.1035
1 1 1 1 1 1
In [30]:
%%R
tbl.j = inner_join(taxonMap, genomeFilter, c('target_genome' = 'V1')) %>%
rename('fasta_file' = V2) %>%
select(OTU, fasta_file, target_genome)
tbl.j %>% head(n=3)
OTU
1 OTU.8540
2 OTU.9267
3 OTU.1457
fasta_file
1 /home/nick/notebook/SIPSim/dev/bac_genome1210/genomes/Thermomonospora_curvata_DSM_43183.fasta
2 /home/nick/notebook/SIPSim/dev/bac_genome1210/genomes/Thermomonospora_curvata_DSM_43183.fasta
3 /home/nick/notebook/SIPSim/dev/bac_genome1210/genomes/Thermomonospora_curvata_DSM_43183.fasta
target_genome
1 CP001738_Thermomonospora_curvata_DSM_43183
2 CP001738_Thermomonospora_curvata_DSM_43183
3 CP001738_Thermomonospora_curvata_DSM_43183
In [31]:
%%R
tbl.j$OTU %>% table %>% sort(decreasing=T) %>% head
.
OTU.1 OTU.10 OTU.101 OTU.102 OTU.10237 OTU.1035
1 1 1 1 1 1
In [32]:
%%R
tbl.j2 = inner_join(tbl.j, comm, c('OTU' = 'taxon_name'))
n.target.genomes = tbl.j2$OTU %>% unique %>% length
cat('Number of target OTUs: ', n.target.genomes, '\n')
cat('--------', '\n')
tbl.j2 %>% head(n=3)
Number of target OTUs: 192
--------
OTU
1 OTU.8540
2 OTU.9267
3 OTU.1457
fasta_file
1 /home/nick/notebook/SIPSim/dev/bac_genome1210/genomes/Thermomonospora_curvata_DSM_43183.fasta
2 /home/nick/notebook/SIPSim/dev/bac_genome1210/genomes/Thermomonospora_curvata_DSM_43183.fasta
3 /home/nick/notebook/SIPSim/dev/bac_genome1210/genomes/Thermomonospora_curvata_DSM_43183.fasta
target_genome library rel_abund_perc rank
1 CP001738_Thermomonospora_curvata_DSM_43183 1 0.003295660 3860
2 CP001738_Thermomonospora_curvata_DSM_43183 1 0.003758724 3414
3 CP001738_Thermomonospora_curvata_DSM_43183 1 0.010023752 1344
In [33]:
%%R -i workDir
outFile = paste(c(workDir, 'target_genome_index.txt'), collapse='/')
write.table(tbl.j2, outFile, sep='\t', quote=F, row.names=F, col.names=F)
In [34]:
%%R -w 900 -h 350
ggplot(tbl.j2, aes(rank, rel_abund_perc)) +
geom_point(size=3, shape='O', color='red') +
labs(x='Rank', y='% relative abundance', title='Priming experiment community abundance distribution') +
theme_bw() +
theme(
text = element_text(size=16)
)
In [35]:
!cd $workDir; \
SIPSim fragments \
target_genome_index.txt \
--fp $genomeDir \
--fr $primerFile \
--fld skewed-normal,9000,2500,-5 \
--flr None,None \
--nf 10000 \
--np $nprocs \
2> ampFrags.log \
> ampFrags.pkl
In [36]:
%%R -i workDir
# loading files
## target genome index (just OTUs with associated genome)
inFile = paste(c(workDir, 'target_genome_index.txt'), collapse='/')
tbl.target = read.delim(inFile, sep='\t', header=F)
colnames(tbl.target) = c('OTUId', 'fasta_file', 'genome_name')
## comm file of total community OTUs
commFile = paste(c(workDir, 'comm.txt'), collapse='/')
tbl.comm = read.delim(commFile, sep='\t')
In [37]:
%%R
# just OTUs w/out an associated genome
tbl.j = anti_join(tbl.comm, tbl.target, c('taxon_name' = 'OTUId'))
n.nontarget.genomes = tbl.j$taxon_name %>% length
cat('Number of non-target genomes: ', n.nontarget.genomes, '\n')
cat('---------\n')
tbl.j %>% head(n=5)
Number of non-target genomes: 6704
---------
library taxon_name rel_abund_perc rank
1 1 OTU.9845 0.0009148378 6896
2 1 OTU.9632 0.0009148378 6895
3 1 OTU.9463 0.0009148378 6894
4 1 OTU.9372 0.0009148378 6893
5 1 OTU.8972 0.0009148378 6892
In [38]:
%%R -i comm_richness
# checking assumptions
cat('Target + nonTarget richness = total community richness?: ',
n.target.genomes + n.nontarget.genomes == comm_richness, '\n')
Target + nonTarget richness = total community richness?: TRUE
In [39]:
%%R -i workDir
# writing out non-target OTU file
outFile = paste(c(workDir, 'comm_nonTarget.txt'), collapse='/')
write.table(tbl.j, outFile, sep='\t', quote=F, row.names=F)
In [40]:
# List of non-target OTUs
inFile = os.path.join(workDir, 'comm_nonTarget.txt')
nonTarget = pd.read_csv(inFile, sep='\t')['taxon_name'].tolist()
print 'Number of non-target OTUs: {}'.format(len(nonTarget))
nonTarget[:4]
Number of non-target OTUs: 6704
Out[40]:
['OTU.9845', 'OTU.9632', 'OTU.9463', 'OTU.9372']
In [41]:
# loading amplicon fragments from full genome KDE dataset
inFile = os.path.join(workDir, 'ampFrags.pkl')
ampFrag_target = []
with open(inFile, 'rb') as iFH:
ampFrag_target = pickle.load(iFH)
print 'Target OTU richness: {}'.format(len(ampFrag_target))
Target OTU richness: 192
In [42]:
# loading amplicon fragments from full genome KDE dataset
ampFrag_all = []
with open(allAmpFrags, 'rb') as iFH:
ampFrag_all = pickle.load(iFH)
print 'Count of frag-GC KDEs for all genomes: {}'.format(len(ampFrag_all))
Count of frag-GC KDEs for all genomes: 1210
In [43]:
# random selection from list
#target_richness = len(ampFrag_target)
target_richness = len(ampFrag_target)
richness_needed = comm_richness - target_richness
print 'Number of random taxa needed to reach richness: {}'.format(richness_needed)
if richness_needed > 0:
index = range(target_richness)
index = np.random.choice(index, richness_needed)
ampFrag_rand = []
for i in index:
sys.stderr.write('{},'.format(i))
ampFrag_rand.append(copy.deepcopy(ampFrag_all[i]))
else:
ampFrag_rand = []
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,138,90,59,73,162,140,164,104,72,162,143,148,116,141,60,18,2,99,34,57,63,105,138,56,162,127,173,11,80,152,139,96,171,111,186,118,15,156,14,171,83,130,35,15,38,61,19,156,9,48,186,74,30,7,11,58,114,136,162,90,71,109,157,26,75,84,1,128,53,143,170,18,32,84,14,58,26,132,54,127,63,82,45,111,29,16,63,78,26,74,165,99,65,145,179,127,15,129,107,132,8,105,105,127,166,142,160,37,28,109,28,109,1,133,6,3,111,10,67,51,160,92,141,156,83,45,174,178,28,75,157,116,85,22,142,53,179,28,157,107,157,65,19,69,56,91,37,16,190,3,102,169,145,94,39,168,3,49,31,137,20,173,181,158,53,39,12,69,21,57,160,177,37,136,18,122,30,104,34,96,142,89,169,92,153,13,177,29,166,151,159,49,99,94,76,90,6,91,42,23,74,87,15,8,167,157,20,125,110,91,6,47,183,60,154,127,39,48,47,83,89,124,114,80,39,123,186,7,96,190,96,126,180,19,168,5,13,111,50,16,31,38,114,44,34,75,87,105,120,65,75,107,7,38,175,30,80,153,188,106,50,191,116,133,5,136,44,187,104,76,43,150,39,94,91,179,69,57,117,70,24,108,179,16,86,166,155,143,97,167,169,183,76,23,29,164,49,123,110,23,157,134,17,148,90,172,155,40,42,10,114,47,149,88,169,45,6,188,166,150,10,80,118,180,138,153,136,6,155,116,106,10,178,180,172,56,59,113,40,14,180,145,112,148,7,174,191,104,102,185,105,113,151,174,55,67,60,83,77,34,35,21,38,168,26,63,87,5,155,122,103,63,178,36,31,171,144,135,113,20,49,175,29,86,187,86,80,190,190,34,175,2,72,171,37,139,155,147,168,22,146,68,13,145,98,18,137,90,123,103,22,191,64,11,20,30,66,13,187,10,158,93,55,99,181,126,7,118,94,92,171,133,21,79,127,137,71,63,126,33,6,28,11,57,8,18,70,173,128,167,40,78,130,99,95,69,104,87,10,98,35,22,80,76,119,100,154,18,20,76,103,92,40,123,130,22,124,46,47,84,52,94,41,163,11,160,191,146,80,31,141,54,100,36,27,15,24,130,120,98,7,114,113,165,108,24,64,182,8,80,145,164,148,2,153,172,167,139,160,165,187,154,98,12,62,123,166,56,61,191,178,74,164,146,19,7,106,70,190,71,101,0,42,130,107,115,108,12,18,77,23,106,184,171,96,12,118,147,56,129,189,27,118,61,65,92,10,112,64,51,89,62,18,168,114,161,183,189,118,23,3,128,61,35,102,164,162,32,2,76,117,38,27,131,20,142,156,94,99,190,185,63,53,87,134,124,86,139,42,133,151,104,57,119,71,170,76,27,191,167,137,62,36,20,189,26,100,66,28,168,85,104,28,108,102,54,124,96,26,23,55,8,175,99,113,135,135,27,61,69,60,162,163,186,29,30,101,50,167,89,141,175,84,23,85,34,149,56,111,20,97,60,27,160,94,5,159,105,41,40,191,172,146,44,138,88,107,36,122,132,141,112,25,76,56,40,67,154,171,181,169,48,58,179,5,44,5,182,189,169,139,155,190,159,182,14,104,13,67,135,68,139,97,30,170,111,97,181,8,189,186,1,171,168,86,182,126,123,120,182,71,17,96,4,178,36,115,135,0,186,83,157,159,106,67,30,13,32,41,177,145,41,133,88,169,58,102,167,173,25,153,95,86,158,102,117,64,62,182,161,87,43,184,167,187,129,128,32,105,67,172,48,118,32,64,161,151,120,32,70,187,38,102,129,120,127,52,23,163,56,166,29,152,137,35,124,161,54,55,88,132,36,83,133,122,78,5,11,32,33,42,2,175,191,122,178,80,163,135,49,54,142,90,10,23,158,101,141,134,81,190,95,113,109,67,101,7,56,125,12,152,109,100,41,135,95,68,181,53,161,100,125,130,166,74,7,136,22,106,10,14,59,101,148,21,56,52,106,114,29,53,62,169,67,59,82,127,186,6,7,20,152,165,180,135,59,64,4,128,61,21,77,167,105,11,156,142,14,175,143,49,156,95,86,149,174,75,1,136,61,88,123,16,6,118,185,112,155,132,115,166,22,138,141,181,68,102,50,186,123,98,78,78,128,162,175,124,23,115,129,52,165,123,76,89,157,112,159,51,36,71,1,161,107,78,41,1,155,32,189,112,160,180,171,15,69,82,13,99,185,85,56,144,76,85,100,67,45,188,118,162,118,125,136,185,132,115,125,120,129,6,74,25,5,55,29,38,87,141,45,83,161,101,6,128,76,169,32,162,169,84,165,19,8,116,12,126,95,94,19,68,97,21,122,156,179,10,169,187,156,66,97,181,85,75,190,153,10,139,39,95,60,82,166,15,146,20,101,88,78,36,44,57,175,179,114,190,155,128,70,159,49,105,7,81,31,25,101,4,80,184,176,8,73,70,59,126,148,80,62,55,188,38,16,11,80,127,99,186,130,1,50,94,102,10,141,29,94,26,82,84,130,162,26,72,44,109,126,47,15,102,162,91,138,38,126,186,58,47,100,45,62,174,177,38,90,78,45,29,166,97,9,166,169,119,178,95,42,75,41,169,120,130,24,12,132,0,45,143,7,190,48,185,154,170,137,94,8,69,53,80,33,157,9,100,186,154,137,96,184,19,5,146,165,58,31,12,122,133,36,56,183,27,126,108,163,32,36,104,153,50,132,172,175,165,176,58,74,173,143,98,63,76,178,76,133,114,132,76,184,138,63,37,65,39,17,44,102,115,72,112,106,54,58,2,81,55,76,187,152,123,26,64,150,127,158,102,152,24,145,126,83,185,54,168,127,63,69,17,3,54,182,43,55,46,180,157,47,189,57,181,17,153,180,70,158,163,176,158,46,139,167,48,173,108,173,151,174,177,120,50,40,144,184,153,105,79,76,118,115,91,22,176,48,71,89,179,62,0,3,3,76,190,56,128,73,164,133,147,127,125,50,186,153,173,124,149,94,172,57,172,85,114,42,132,97,104,79,127,167,154,108,124,115,3,101,31,115,141,51,60,40,149,33,20,146,49,25,65,99,164,61,13,10,108,21,32,50,152,50,59,108,110,46,136,145,90,49,170,18,39,124,30,147,44,21,70,116,37,29,40,31,189,61,73,54,80,157,126,158,152,146,151,162,144,27,95,3,144,70,109,173,80,83,51,92,73,154,164,107,63,67,32,102,19,112,23,175,120,188,84,49,52,156,88,190,135,43,128,94,135,6,105,41,91,74,35,26,137,103,91,173,33,149,30,19,95,23,161,171,6,0,66,104,154,1,114,22,4,176,188,42,188,126,189,94,180,164,67,31,71,72,120,4,101,62,61,120,154,167,55,75,78,66,97,22,157,0,191,47,103,107,50,35,37,180,59,71,116,57,149,38,78,20,15,181,180,179,32,33,123,166,39,116,103,53,115,16,154,171,116,50,111,11,154,131,25,20,17,130,137,164,185,109,105,182,74,40,11,55,17,17,123,128,131,38,167,95,26,178,135,94,73,174,191,47,5,174,160,60,6,47,187,76,22,16,87,4,35,68,154,51,75,154,163,187,109,55,92,69,119,149,114,80,1,148,174,172,150,156,25,74,16,163,26,3,115,146,148,106,128,76,156,14,55,191,167,157,15,139,4,68,63,118,175,81,121,107,168,1,55,7,93,72,66,74,160,132,147,150,169,139,29,134,161,188,77,67,165,138,88,99,76,137,152,49,99,71,71,16,155,167,146,58,38,58,140,19,8,7,156,127,108,119,151,135,162,59,151,175,68,83,8,133,35,149,191,12,13,35,68,23,148,25,81,41,5,96,148,154,129,112,30,18,184,68,163,81,125,78,69,68,187,151,16,150,186,73,164,177,154,75,152,88,109,167,144,98,57,134,73,17,67,152,146,61,18,178,94,185,188,191,6,181,102,150,98,140,10,0,26,30,74,2,189,54,107,30,79,36,96,145,151,90,66,4,29,141,77,147,3,97,58,148,185,184,65,96,27,102,79,90,118,57,109,1,107,119,7,149,19,131,166,50,115,128,68,163,168,187,157,185,94,95,129,61,11,57,169,175,158,88,63,166,54,131,104,23,39,6,46,166,90,45,181,158,85,88,74,44,44,19,97,86,150,12,6,145,121,168,138,65,28,72,8,29,126,158,44,50,173,50,53,44,38,24,145,146,162,115,145,166,5,177,105,9,84,149,59,96,147,3,136,4,104,113,172,59,9,134,148,152,102,82,186,40,119,103,0,120,109,183,13,171,49,183,161,5,52,189,76,17,21,163,178,151,65,65,60,146,29,66,100,78,162,13,14,94,50,35,137,89,63,119,66,116,8,60,10,17,136,33,177,29,10,5,177,81,11,41,30,167,38,130,169,3,46,15,48,106,71,169,154,76,11,150,160,85,64,66,27,151,177,182,23,174,102,47,159,13,0,77,117,95,0,83,173,30,88,100,146,185,179,190,4,157,74,107,157,171,36,30,151,166,68,129,150,17,154,91,87,91,0,99,23,107,85,34,110,120,34,109,15,179,113,40,144,69,95,54,13,53,105,47,152,33,29,80,25,104,121,141,145,96,73,23,28,65,106,98,172,187,147,31,75,44,25,151,143,128,173,7,183,140,167,50,60,125,183,148,153,77,90,156,107,26,69,96,124,168,36,71,163,148,109,48,151,20,190,34,37,94,87,112,50,178,11,0,56,9,88,60,162,44,136,9,145,17,77,111,123,78,151,103,8,0,125,108,146,136,151,12,23,162,114,98,186,173,25,81,109,73,68,145,101,110,29,172,132,166,171,150,65,82,112,174,133,170,39,77,97,100,159,148,69,81,78,149,161,130,133,71,101,77,59,126,186,120,152,160,40,89,121,119,1,49,132,184,99,54,156,133,66,175,77,25,88,128,185,2,127,145,0,162,47,91,32,76,166,22,154,159,27,104,34,3,183,79,17,110,81,63,49,112,126,131,57,42,125,11,113,137,39,158,20,171,3,85,51,125,144,117,41,135,78,178,184,50,138,90,16,83,182,188,177,175,97,7,13,124,59,132,23,47,132,51,95,21,165,50,153,185,165,171,42,119,54,130,32,77,167,66,99,64,167,175,109,113,158,114,0,28,15,160,157,130,13,156,110,80,128,41,191,137,189,168,38,124,102,97,145,103,79,176,71,187,18,59,94,59,180,85,52,35,49,189,68,116,72,86,104,183,36,141,
Number of random taxa needed to reach richness: 6704
In [44]:
# renaming randomly selected KDEs by non-target OTU-ID
for i in range(len(ampFrag_rand)):
ampFrag_rand[i][0] = nonTarget[i]
In [45]:
# appending random taxa to target taxa and writing
outFile = os.path.join(workDir, 'ampFrags_wRand.pkl')
with open(outFile, 'wb') as oFH:
x = ampFrag_target + ampFrag_rand
print 'Number of taxa in output: {}'.format(len(x))
pickle.dump(x, oFH)
Number of taxa in output: 6896
In [46]:
!cd $workDir; \
SIPSim fragment_kde \
ampFrags_wRand.pkl \
> ampFrags_wRand_kde.pkl
In [47]:
!cd $workDir; \
SIPSim diffusion \
ampFrags_wRand_kde.pkl \
--np $nprocs \
> ampFrags_wRand_kde_dif.pkl
Processing: OTU.759
Processing: OTU.2006
Processing: OTU.1525
Processing: OTU.5686
Processing: OTU.7815
Processing: OTU.2555
Processing: OTU.500
Processing: OTU.1526
Processing: OTU.1745
Processing: OTU.9017
Processing: OTU.2556
Processing: OTU.587
Processing: OTU.4371
Processing: OTU.501
Processing: OTU.7047
Processing: OTU.1527
Processing: OTU.1746
Processing: OTU.1322
Processing: OTU.9272
Processing: OTU.2557
Processing: OTU.7818
Processing: OTU.4376
Processing: OTU.6892
Processing: OTU.508
Processing: OTU.7046
Processing: OTU.1520
Processing: OTU.1521
Processing: OTU.1374
Processing: OTU.5901
Processing: OTU.1323
Processing: OTU.9274
Processing: OTU.296
Processing: OTU.4354
Processing: OTU.4377
Processing: OTU.938
Processing: OTU.6895
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In [48]:
!cd $workDir; \
SIPSim incorpConfigExample \
--percTaxa 0 \
--percIncorpUnif 100 \
> PT0_PI100.config
In [49]:
!cd $workDir; \
SIPSim isotope_incorp \
ampFrags_wRand_kde_dif.pkl \
PT0_PI100.config \
--comm comm.txt \
--np $nprocs \
> ampFrags_wRand_kde_dif_incorp.pkl
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In [50]:
!cd $workDir; \
SIPSim BD_shift \
ampFrags_wRand_kde_dif.pkl \
ampFrags_wRand_kde_dif_incorp.pkl \
--np $nprocs \
> ampFrags_wRand_kde_dif_incorp_BD-shift.txt
Loading KDE objects...
Calculating BD shifts...
Comparing libraries; "NA", "1"
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Processing: OTU.4279
Comparing libraries; "NA", "2"
Processing: OTU.759
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Processing: OTU.5231
Processing: OTU.5979
Processing: OTU.214
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Processing: OTU.9789
Processing: OTU.3139
Processing: OTU.2026
Processing: OTU.8740
Processing: OTU.13806
Processing: OTU.1439
Processing: OTU.1392
Processing: OTU.1363
Processing: OTU.524
Processing: OTU.5552
Processing: OTU.924
Processing: OTU.697
Processing: OTU.11643
Processing: OTU.11411
Processing: OTU.2027
Processing: OTU.405
Processing: OTU.6576
Processing: OTU.1391
Processing: OTU.5432
Processing: OTU.8564
Processing: OTU.8192
Processing: OTU.11642
Processing: OTU.694
Processing: OTU.5047
Processing: OTU.2020
Processing: OTU.6577
Processing: OTU.404
Processing: OTU.1186
Processing: OTU.525
Processing: OTU.1390
Processing: OTU.3520
Processing: OTU.695
Processing: OTU.8193
Processing: OTU.8190
Processing: OTU.5046
Processing: OTU.2022
Processing: OTU.7169
Processing: OTU.13903
Processing: OTU.403
Processing: OTU.466
Processing: OTU.1360
Processing: OTU.6001
Processing: OTU.9785
Processing: OTU.4509
Processing: OTU.11144
Processing: OTU.8194
Processing: OTU.5044
Processing: OTU.2023
Processing: OTU.13337
Processing: OTU.3078
Processing: OTU.4429
Processing: OTU.4508
Processing: OTU.1187
Processing: OTU.8764
Processing: OTU.526
Processing: OTU.4135
Processing: OTU.8199
Processing: OTU.6130
Processing: OTU.5042
Processing: OTU.5572
Processing: OTU.5694
Processing: OTU.3079
Processing: OTU.2819
Processing: OTU.1024
Processing: OTU.12851
Processing: OTU.4241
Processing: OTU.11143
Processing: OTU.5041
Processing: OTU.7748
Processing: OTU.3197
Processing: OTU.7160
Processing: OTU.2818
Processing: OTU.1027
Processing: OTU.3071
Processing: OTU.12677
Processing: OTU.8763
Processing: OTU.5040
Processing: OTU.1399
Processing: OTU.1398
Processing: OTU.7749
Processing: OTU.5849
Processing: OTU.4506
Processing: OTU.7161
Processing: OTU.3194
Processing: OTU.3072
Processing: OTU.5049
Processing: OTU.1007
Processing: OTU.5847
Processing: OTU.3739
Processing: OTU.7746
Processing: OTU.5848
Processing: OTU.1021
Processing: OTU.3193
Processing: OTU.7166
Processing: OTU.3073
Processing: OTU.5048
Processing: OTU.4526
Processing: OTU.3898
Processing: OTU.1185
Processing: OTU.3738
Processing: OTU.7745
Processing: OTU.2815
Processing: OTU.4500
Processing: OTU.3192
Processing: OTU.3074
Processing: OTU.8826
Processing: OTU.3899
Processing: OTU.5845
Processing: OTU.3737
Processing: OTU.4298
Processing: OTU.2814
Processing: OTU.4503
Processing: OTU.3191
Processing: OTU.5100
Processing: OTU.3075
Processing: OTU.4523
Processing: OTU.5433
Processing: OTU.3736
Processing: OTU.3735
Processing: OTU.4294
Processing: OTU.2817
Processing: OTU.1022
Processing: OTU.3190
Processing: OTU.5692
Processing: OTU.5101
Processing: OTU.3076
Processing: OTU.1002
Processing: OTU.5844
Processing: OTU.3734
Processing: OTU.2816
Processing: OTU.4296
Processing: OTU.3871
Processing: OTU.5690
Processing: OTU.5106
Processing: OTU.3077
Processing: OTU.1001
Processing: OTU.2811
Processing: OTU.546
Processing: OTU.5843
Processing: OTU.4291
Processing: OTU.3873
Processing: OTU.5691
Processing: OTU.5104
Processing: OTU.401
Processing: OTU.1000
Processing: OTU.3892
Processing: OTU.3731
Processing: OTU.2260
Processing: OTU.2810
Processing: OTU.3874
Processing: OTU.4290
Processing: OTU.5696
Processing: OTU.5105
Processing: OTU.469
Processing: OTU.468
Processing: OTU.3893
Processing: OTU.3730
Processing: OTU.5842
Processing: OTU.2813
Processing: OTU.3875
Processing: OTU.728
Processing: OTU.4293
Processing: OTU.4318
Processing: OTU.2479
Processing: OTU.2812
Processing: OTU.3890
Processing: OTU.6451
Processing: OTU.7427
Processing: OTU.3422
Processing: OTU.729
Processing: OTU.11165
Processing: OTU.4319
Processing: OTU.2478
Processing: OTU.6009
Processing: OTU.3891
Processing: OTU.7423
Processing: OTU.5541
Processing: OTU.3878
Processing: OTU.726
Processing: OTU.4310
Processing: OTU.6838
Processing: OTU.2477
Processing: OTU.6013
Processing: OTU.4248
Processing: OTU.328
Processing: OTU.6792
Processing: OTU.3393
Processing: OTU.3896
Processing: OTU.5698
Processing: OTU.4313
Processing: OTU.6136
Processing: OTU.11391
Processing: OTU.464
Processing: OTU.6079
Processing: OTU.6450
Processing: OTU.329
Processing: OTU.3897
Processing: OTU.5699
Processing: OTU.722
Processing: OTU.4314
Processing: OTU.9355
Processing: OTU.11390
Processing: OTU.467
Processing: OTU.13474
Processing: OTU.2266
Processing: OTU.2264
Processing: OTU.1649
Processing: OTU.3894
Processing: OTU.723
Processing: OTU.4315
Processing: OTU.6834
Processing: OTU.8783
Processing: OTU.2474
Processing: OTU.3392
Processing: OTU.2265
Processing: OTU.6114
Processing: OTU.1648
Processing: OTU.3895
Processing: OTU.6017
Processing: OTU.3243
Processing: OTU.4109
Processing: OTU.461
Processing: OTU.3395
Processing: OTU.721
Processing: OTU.1568
Processing: OTU.684
Processing: OTU.1645
Processing: OTU.13104
Processing: OTU.3714
Processing: OTU.5841
Processing: OTU.1428
Processing: OTU.460
Processing: OTU.14126
Processing: OTU.7900
Processing: OTU.8971
Processing: OTU.4089
Processing: OTU.1644
Processing: OTU.13454
Processing: OTU.520
Processing: OTU.3240
Processing: OTU.3247
Processing: OTU.8789
Processing: OTU.7977
Processing: OTU.463
Processing: OTU.6115
Processing: OTU.8972
Processing: OTU.3977
Processing: OTU.320
Processing: OTU.14101
Processing: OTU.3246
Processing: OTU.4101
Processing: OTU.7976
Processing: OTU.2470
Processing: OTU.3330
Processing: OTU.8976
Processing: OTU.4080
Processing: OTU.1646
Processing: OTU.10153
Processing: OTU.3245
Processing: OTU.1420
Processing: OTU.3425
Processing: OTU.12190
Processing: OTU.4730
Processing: OTU.1059
Processing: OTU.1561
Processing: OTU.1641
Processing: OTU.10154
Processing: OTU.1423
Processing: OTU.3712
Processing: OTU.7973
Processing: OTU.1050
Processing: OTU.8978
Processing: OTU.4733
Processing: OTU.5431
Processing: OTU.1640
Processing: OTU.7956
Processing: OTU.4102
Processing: OTU.3249
Processing: OTU.3248
Processing: OTU.7972
Processing: OTU.4731
Processing: OTU.10721
Processing: OTU.1922
Processing: OTU.1563
Processing: OTU.1643
Processing: OTU.7953
Processing: OTU.1424
Processing: OTU.3719
Processing: OTU.3396
Processing: OTU.1051
Processing: OTU.1353
Processing: OTU.12621
Processing: OTU.1564
Processing: OTU.7950
Processing: OTU.1427
Processing: OTU.569
Processing: OTU.39
Processing: OTU.6253
Processing: OTU.1352
Processing: OTU.12194
Processing: OTU.4085
Processing: OTU.11
Processing: OTU.1548
Processing: OTU.38
Processing: OTU.6290
Processing: OTU.6251
Processing: OTU.4271
Processing: OTU.4737
Processing: OTU.1566
Processing: OTU.10
Processing: OTU.1549
Processing: OTU.32
Processing: OTU.7402
Processing: OTU.6250
Processing: OTU.1350
Processing: OTU.12196
Processing: OTU.4087
Processing: OTU.13
Processing: OTU.1546
Processing: OTU.667
Processing: OTU.4277
Processing: OTU.6257
Processing: OTU.1927
Processing: OTU.5549
Processing: OTU.1544
Processing: OTU.12
Processing: OTU.443
Processing: OTU.1356
Processing: OTU.6256
Processing: OTU.1928
Processing: OTU.1929
Processing: OTU.4106
Processing: OTU.6021
Processing: OTU.15
Processing: OTU.14
Processing: OTU.1355
Processing: OTU.666
Processing: OTU.6255
Processing: OTU.4738
Processing: OTU.1542
Processing: OTU.3502
Processing: OTU.17
Processing: OTU.1354
Processing: OTU.6135
Processing: OTU.10188
Processing: OTU.1543
Processing: OTU.4739
Processing: OTU.6023
Processing: OTU.16
Processing: OTU.4279
Processing: OTU.442
Processing: OTU.7028
Processing: OTU.400
Processing: OTU.3504
Processing: OTU.6120
Processing: OTU.6018
Processing: OTU.7022
Processing: OTU.6591
Processing: OTU.6025
Processing: OTU.5865
Processing: OTU.7020
Processing: OTU.3506
Processing: OTU.441
Processing: OTU.3524
Processing: OTU.3059
In [51]:
!cd $workDir; \
SIPSim gradient_fractions \
comm.txt \
> fracs.txt
In [52]:
!cd $workDir; \
SIPSim OTU_table \
ampFrags_wRand_kde_dif_incorp.pkl \
comm.txt \
fracs.txt \
--abs 1e9 \
--np $nprocs \
> OTU_abs1e9.txt
Loading files...
Simulating OTUs...
Processing library: "1"
Processing taxon: "OTU.1"
taxon abs-abundance: 12629124
Processing taxon: "OTU.48"
taxon abs-abundance: 1836383
Processing taxon: "OTU.4164"
taxon abs-abundance: 1065314
Processing taxon: "OTU.193"
taxon abs-abundance: 711452
Processing taxon: "OTU.7805"
taxon abs-abundance: 527869
Processing taxon: "OTU.509"
taxon abs-abundance: 401332
Processing taxon: "OTU.12094"
taxon abs-abundance: 322287
Processing taxon: "OTU.309"
taxon abs-abundance: 400944
Processing taxon: "OTU.6187"
taxon abs-abundance: 524961
Processing taxon: "OTU.402"
taxon abs-abundance: 321573
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.293"
taxon abs-abundance: 321440
Processing taxon: "OTU.7738"
taxon abs-abundance: 704612
Processing taxon: "OTU.674"
taxon abs-abundance: 398769
Processing taxon: "OTU.472"
taxon abs-abundance: 264515
Processing taxon: "OTU.968"
taxon abs-abundance: 321289
Processing taxon: "OTU.134"
taxon abs-abundance: 1046600
Processing taxon: "OTU.3519"
taxon abs-abundance: 524686
Processing taxon: "OTU.6962"
Processing taxon: "OTU.6823"
taxon abs-abundance: 263889
taxon abs-abundance: 398434
Processing taxon: "OTU.391"
taxon abs-abundance: 321282
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.918"
taxon abs-abundance: 321069
Processing taxon: "OTU.107"
taxon abs-abundance: 704377
Processing taxon: "OTU.415"
taxon abs-abundance: 263270
Processing taxon: "OTU.565"
taxon abs-abundance: 226083
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.825"
taxon abs-abundance: 226060
Processing taxon: "OTU.7606"
taxon abs-abundance: 394582
Processing taxon: "OTU.771"
taxon abs-abundance: 522897
Processing taxon: "OTU.416"
taxon abs-abundance: 318694
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.400"
taxon abs-abundance: 318616
Processing taxon: "OTU.160"
Processing taxon: "OTU.422"
taxon abs-abundance: 1833807
taxon abs-abundance: 263158
Processing taxon: "OTU.7953"
taxon abs-abundance: 225880
Processing taxon: "OTU.315"
taxon abs-abundance: 225794
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.2281"
taxon abs-abundance: 225224
Processing taxon: "OTU.490"
taxon abs-abundance: 393874
Processing taxon: "OTU.1999"
taxon abs-abundance: 262920
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.300"
taxon abs-abundance: 262897
Processing taxon: "OTU.744"
taxon abs-abundance: 318037
Processing taxon: "OTU.952"
taxon abs-abundance: 196086
Processing taxon: "OTU.631"
taxon abs-abundance: 1044252
Processing taxon: "OTU.6217"
taxon abs-abundance: 697689
Processing taxon: "OTU.219"
taxon abs-abundance: 521875
Processing taxon: "OTU.1814"
taxon abs-abundance: 225127
Processing taxon: "OTU.642"
taxon abs-abundance: 262854
Processing taxon: "OTU.398"
taxon abs-abundance: 195880
Processing taxon: "OTU.479"
taxon abs-abundance: 314846
Processing taxon: "OTU.8096"
taxon abs-abundance: 392895
Processing taxon: "OTU.960"
taxon abs-abundance: 224977
Processing taxon: "OTU.1009"
taxon abs-abundance: 195879
Processing taxon: "OTU.735"
taxon abs-abundance: 262484
Processing taxon: "OTU.307"
taxon abs-abundance: 224434
Processing taxon: "OTU.722"
Processing taxon: "OTU.662"
taxon abs-abundance: 313795
taxon abs-abundance: 173597
Processing taxon: "OTU.5552"
taxon abs-abundance: 195529
Processing taxon: "OTU.5018"
taxon abs-abundance: 520991
Processing taxon: "OTU.209"
taxon abs-abundance: 392810
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.248"
taxon abs-abundance: 391294
Processing taxon: "OTU.434"
taxon abs-abundance: 262094
Processing taxon: "OTU.885"
taxon abs-abundance: 173370
Processing taxon: "OTU.239"
taxon abs-abundance: 694991
Processing taxon: "OTU.1954"
Processing taxon: "OTU.10065"
taxon abs-abundance: 195438
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.7834"
taxon abs-abundance: 224100
taxon abs-abundance: 195395
Processing taxon: "OTU.417"
taxon abs-abundance: 313773
Processing taxon: "OTU.1110"
taxon abs-abundance: 173190
Processing taxon: "OTU.535"
taxon abs-abundance: 261663
Processing taxon: "OTU.573"
taxon abs-abundance: 195352
Processing taxon: "OTU.2489"
taxon abs-abundance: 224096
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.1628"
taxon abs-abundance: 222931
Processing taxon: "OTU.6439"
Processing taxon: "OTU.7773"
taxon abs-abundance: 1042079
taxon abs-abundance: 390577
Processing taxon: "OTU.8534"
taxon abs-abundance: 172914
Processing taxon: "OTU.143"
taxon abs-abundance: 519433
Processing taxon: "OTU.653"
taxon abs-abundance: 155361
Processing taxon: "OTU.3922"
taxon abs-abundance: 195176
Processing taxon: "OTU.3730"
taxon abs-abundance: 312763
Processing taxon: "OTU.6074"
taxon abs-abundance: 261472
Processing taxon: "OTU.871"
taxon abs-abundance: 222863
Processing taxon: "OTU.1017"
taxon abs-abundance: 172870
Processing taxon: "OTU.805"
taxon abs-abundance: 154877
Processing taxon: "OTU.7315"
taxon abs-abundance: 195143
Processing taxon: "OTU.169"
Processing taxon: "OTU.10167"
taxon abs-abundance: 691061
taxon abs-abundance: 390015
Processing taxon: "OTU.5857"
taxon abs-abundance: 172674
Processing taxon: "OTU.381"
Processing taxon: "OTU.1597"
taxon abs-abundance: 222746
taxon abs-abundance: 1832370
Processing taxon: "OTU.4544"
taxon abs-abundance: 154875
Processing taxon: "OTU.4133"
taxon abs-abundance: 261259
Processing taxon: "OTU.366"
taxon abs-abundance: 312232
Processing taxon: "OTU.1010"
taxon abs-abundance: 194871
Processing taxon: "OTU.626"
Processing taxon: "OTU.578"
taxon abs-abundance: 172584
taxon abs-abundance: 154696
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.5356"
taxon abs-abundance: 172510
Processing taxon: "OTU.656"
taxon abs-abundance: 519165
Processing taxon: "OTU.202"
taxon abs-abundance: 222561
Processing taxon: "OTU.427"
taxon abs-abundance: 261200
Processing taxon: "OTU.596"
taxon abs-abundance: 194664
Processing taxon: "OTU.7573"
taxon abs-abundance: 154261
Processing taxon: "OTU.1212"
taxon abs-abundance: 138364
Processing taxon: "OTU.724"
taxon abs-abundance: 172294
Processing taxon: "OTU.602"
taxon abs-abundance: 311607
Processing taxon: "OTU.4374"
taxon abs-abundance: 387467
Processing taxon: "OTU.316"
taxon abs-abundance: 221790
Processing taxon: "OTU.555"
Processing taxon: "OTU.7198"
taxon abs-abundance: 138258
taxon abs-abundance: 153695
Processing taxon: "OTU.964"
taxon abs-abundance: 194109
Processing taxon: "OTU.546"
taxon abs-abundance: 172215
Processing taxon: "OTU.6013"
taxon abs-abundance: 259876
Processing taxon: "OTU.5262"
Processing taxon: "OTU.9454"
taxon abs-abundance: 1033212
taxon abs-abundance: 137842
Processing taxon: "OTU.6443"
taxon abs-abundance: 153368
Processing taxon: "OTU.151"
Processing taxon: "OTU.257"
taxon abs-abundance: 311535
taxon abs-abundance: 690862
Processing taxon: "OTU.5378"
taxon abs-abundance: 221437
Processing taxon: "OTU.455"
taxon abs-abundance: 172165
Processing taxon: "OTU.582"
Processing taxon: "OTU.6407"
taxon abs-abundance: 193923
taxon abs-abundance: 517282
Processing taxon: "OTU.394"
Processing taxon: "OTU.466"
taxon abs-abundance: 387060
taxon abs-abundance: 137618
Processing taxon: "OTU.636"
taxon abs-abundance: 153315
Processing taxon: "OTU.330"
taxon abs-abundance: 259796
Processing taxon: "OTU.902"
taxon abs-abundance: 171574
Processing taxon: "OTU.864"
Processing taxon: "OTU.489"
taxon abs-abundance: 193789
taxon abs-abundance: 137545
Processing taxon: "OTU.6354"
taxon abs-abundance: 220812
Processing taxon: "OTU.831"
taxon abs-abundance: 152937
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.1098"
taxon abs-abundance: 152276
Processing taxon: "OTU.1518"
taxon abs-abundance: 125117
Processing taxon: "OTU.485"
taxon abs-abundance: 311226
Processing taxon: "OTU.971"
Processing taxon: "OTU.8842"
taxon abs-abundance: 137362
taxon abs-abundance: 170875
Processing taxon: "OTU.7837"
taxon abs-abundance: 259222
Processing taxon: "OTU.5238"
taxon abs-abundance: 193744
Processing taxon: "OTU.966"
taxon abs-abundance: 152164
Processing taxon: "OTU.627"
taxon abs-abundance: 124928
Processing taxon: "OTU.664"
taxon abs-abundance: 220808
Processing taxon: "OTU.264"
taxon abs-abundance: 387032
Processing taxon: "OTU.1480"
taxon abs-abundance: 137150
Processing taxon: "OTU.1093"
taxon abs-abundance: 170443
Processing taxon: "OTU.470"
taxon abs-abundance: 512922
Processing taxon: "OTU.826"
taxon abs-abundance: 124632
Processing taxon: "OTU.954"
taxon abs-abundance: 151672
Processing taxon: "OTU.702"
taxon abs-abundance: 193553
Processing taxon: "OTU.324"
taxon abs-abundance: 311000
Processing taxon: "OTU.11818"
taxon abs-abundance: 136476
Processing taxon: "OTU.751"
taxon abs-abundance: 258958
Processing taxon: "OTU.6205"
taxon abs-abundance: 220685
Processing taxon: "OTU.405"
Processing taxon: "OTU.7249"
taxon abs-abundance: 687939
taxon abs-abundance: 124398
Processing taxon: "OTU.245"
taxon abs-abundance: 170429
Processing taxon: "OTU.1039"
taxon abs-abundance: 151670
Processing taxon: "OTU.934"
taxon abs-abundance: 136419
Processing taxon: "OTU.482"
taxon abs-abundance: 192739
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.4957"
Processing taxon: "OTU.468"
taxon abs-abundance: 192736
taxon abs-abundance: 124153
Processing taxon: "OTU.198"
taxon abs-abundance: 386124
Processing taxon: "OTU.388"
Processing taxon: "OTU.4934"
taxon abs-abundance: 170243
taxon abs-abundance: 151569
Processing taxon: "OTU.721"
taxon abs-abundance: 220387
Processing taxon: "OTU.231"
taxon abs-abundance: 257961
Processing taxon: "OTU.2158"
taxon abs-abundance: 136327
Processing taxon: "OTU.700"
taxon abs-abundance: 112514
Processing taxon: "OTU.938"
Processing taxon: "OTU.254"
taxon abs-abundance: 123672
taxon abs-abundance: 310972
Processing taxon: "OTU.90"
taxon abs-abundance: 1032992
Processing taxon: "OTU.8895"
taxon abs-abundance: 191957
Processing taxon: "OTU.4328"
taxon abs-abundance: 151565
Processing taxon: "OTU.8616"
taxon abs-abundance: 112503
Processing taxon: "OTU.6149"
taxon abs-abundance: 136307
Processing taxon: "OTU.5838"
Processing taxon: "OTU.4025"
taxon abs-abundance: 169948
Processing taxon: "OTU.4922"
taxon abs-abundance: 123595
taxon abs-abundance: 509026
Processing taxon: "OTU.619"
taxon abs-abundance: 219819
Processing taxon: "OTU.65"
taxon abs-abundance: 1824002
Processing taxon: "OTU.762"
Processing taxon: "OTU.322"
taxon abs-abundance: 112287
taxon abs-abundance: 256247
Processing taxon: "OTU.9017"
Processing taxon: "OTU.5165"
taxon abs-abundance: 123344
Processing taxon: "OTU.637"
taxon abs-abundance: 136228
Processing taxon: "OTU.11361"
taxon abs-abundance: 151478
taxon abs-abundance: 191547
Processing taxon: "OTU.214"
taxon abs-abundance: 385965
Processing taxon: "OTU.11751"
taxon abs-abundance: 169878
Processing taxon: "OTU.598"
taxon abs-abundance: 309166
Processing taxon: "OTU.1452"
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WARNING: No bins for taxon; likely caused by no BD KDE
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WARNING: No bins for taxon; likely caused by no BD KDE
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taxon abs-abundance: 684737
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WARNING: No bins for taxon; likely caused by no BD KDE
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taxon abs-abundance: 122937
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WARNING: No bins for taxon; likely caused by no BD KDE
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taxon abs-abundance: 122929
Processing taxon: "OTU.7938"
taxon abs-abundance: 111848
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taxon abs-abundance: 169536
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WARNING: No bins for taxon; likely caused by no BD KDE
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taxon abs-abundance: 122924
taxon abs-abundance: 254112
Processing taxon: "OTU.1208"
taxon abs-abundance: 150106
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Processing taxon: "OTU.7353"
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Processing taxon: "OTU.1105"
taxon abs-abundance: 135231
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WARNING: No bins for taxon; likely caused by no BD KDE
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taxon abs-abundance: 680195
Processing taxon: "OTU.613"
taxon abs-abundance: 122854
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taxon abs-abundance: 111582
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taxon abs-abundance: 508113
Processing taxon: "OTU.5770"
taxon abs-abundance: 169345
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taxon abs-abundance: 149867
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Processing taxon: "OTU.2297"
taxon abs-abundance: 95763
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taxon abs-abundance: 135170
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taxon abs-abundance: 307155
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Processing taxon: "OTU.508"
taxon abs-abundance: 191044
taxon abs-abundance: 122475
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Processing taxon: "OTU.753"
taxon abs-abundance: 253398
taxon abs-abundance: 111557
Processing taxon: "OTU.2194"
taxon abs-abundance: 216692
Processing taxon: "OTU.854"
Processing taxon: "OTU.699"
taxon abs-abundance: 95738
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.5129"
taxon abs-abundance: 95673
taxon abs-abundance: 103080
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.1099"
taxon abs-abundance: 95643
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.5030"
taxon abs-abundance: 95419
Processing taxon: "OTU.940"
taxon abs-abundance: 149410
Processing taxon: "OTU.395"
taxon abs-abundance: 169187
Processing taxon: "OTU.779"
taxon abs-abundance: 134929
Processing taxon: "OTU.1176"
Processing taxon: "OTU.461"
taxon abs-abundance: 122349
taxon abs-abundance: 111554
Processing taxon: "OTU.6951"
Processing taxon: "OTU.2474"
taxon abs-abundance: 102915
taxon abs-abundance: 95216
Processing taxon: "OTU.7831"
Processing taxon: "OTU.996"
taxon abs-abundance: 383682
taxon abs-abundance: 191010
Processing taxon: "OTU.524"
taxon abs-abundance: 149261
Processing taxon: "OTU.783"
Processing taxon: "OTU.4349"
Processing taxon: "OTU.8373"
taxon abs-abundance: 216548
taxon abs-abundance: 111537
taxon abs-abundance: 134832
Processing taxon: "OTU.549"
taxon abs-abundance: 121971
Processing taxon: "OTU.705"
Processing taxon: "OTU.4450"
taxon abs-abundance: 168937
taxon abs-abundance: 102910
Processing taxon: "OTU.878"
taxon abs-abundance: 252857
Processing taxon: "OTU.956"
Processing taxon: "OTU.5742"
taxon abs-abundance: 95192
taxon abs-abundance: 307080
Processing taxon: "OTU.769"
taxon abs-abundance: 111437
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.4617"
Processing taxon: "OTU.3271"
taxon abs-abundance: 111394
taxon abs-abundance: 102889
Processing taxon: "OTU.8508"
taxon abs-abundance: 121888
Processing taxon: "OTU.1147"
Processing taxon: "OTU.1136"
Processing taxon: "OTU.543"
taxon abs-abundance: 134387
taxon abs-abundance: 190990
taxon abs-abundance: 149164
Processing taxon: "OTU.698"
taxon abs-abundance: 95157
Processing taxon: "OTU.144"
taxon abs-abundance: 503579
Processing taxon: "OTU.6783"
taxon abs-abundance: 168703
Processing taxon: "OTU.373"
taxon abs-abundance: 216428
Processing taxon: "OTU.704"
taxon abs-abundance: 102807
Processing taxon: "OTU.618"
taxon abs-abundance: 111253
Processing taxon: "OTU.1193"
taxon abs-abundance: 121876
Processing taxon: "OTU.2409"
Processing taxon: "OTU.487"
Processing taxon: "OTU.291"
taxon abs-abundance: 134299
taxon abs-abundance: 90144
taxon abs-abundance: 251412
Processing taxon: "OTU.758"
taxon abs-abundance: 149161
Processing taxon: "OTU.2666"
taxon abs-abundance: 676947
Processing taxon: "OTU.4371"
Processing taxon: "OTU.6363"
Processing taxon: "OTU.3406"
Processing taxon: "OTU.1202"
taxon abs-abundance: 102798
taxon abs-abundance: 383096
taxon abs-abundance: 190977
taxon abs-abundance: 95143
Processing taxon: "OTU.4940"
taxon abs-abundance: 111210
Processing taxon: "OTU.2034"
Processing taxon: "OTU.6607"
taxon abs-abundance: 305181
taxon abs-abundance: 168165
Processing taxon: "OTU.4947"
Processing taxon: "OTU.266"
taxon abs-abundance: 89936
taxon abs-abundance: 121584
Processing taxon: "OTU.13547"
taxon abs-abundance: 134280
Processing taxon: "OTU.492"
Processing taxon: "OTU.985"
Processing taxon: "OTU.868"
taxon abs-abundance: 215686
taxon abs-abundance: 95135
taxon abs-abundance: 102559
Processing taxon: "OTU.2414"
taxon abs-abundance: 148794
Processing taxon: "OTU.693"
Processing taxon: "OTU.1026"
taxon abs-abundance: 111201
taxon abs-abundance: 89928
Processing taxon: "OTU.1326"
taxon abs-abundance: 121563
Processing taxon: "OTU.6967"
Processing taxon: "OTU.353"
Processing taxon: "OTU.660"
taxon abs-abundance: 1782580
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.104"
taxon abs-abundance: 167737
Processing taxon: "OTU.5241"
taxon abs-abundance: 1776937
taxon abs-abundance: 251215
taxon abs-abundance: 1015339
Processing taxon: "OTU.9627"
Processing taxon: "OTU.3165"
taxon abs-abundance: 94986
taxon abs-abundance: 102557
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taxon abs-abundance: 134251
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taxon abs-abundance: 89686
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taxon abs-abundance: 111141
Processing taxon: "OTU.8254"
taxon abs-abundance: 148758
Processing taxon: "OTU.635"
taxon abs-abundance: 190730
Processing taxon: "OTU.9171"
taxon abs-abundance: 121434
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taxon abs-abundance: 94972
Processing taxon: "OTU.12047"
Processing taxon: "OTU.456"
taxon abs-abundance: 102325
Processing taxon: "OTU.1281"
taxon abs-abundance: 215283
taxon abs-abundance: 89606
Processing taxon: "OTU.419"
taxon abs-abundance: 304801
Processing taxon: "OTU.6358"
taxon abs-abundance: 501694
Processing taxon: "OTU.1402"
taxon abs-abundance: 134211
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.763"
taxon abs-abundance: 134155
Processing taxon: "OTU.389"
taxon abs-abundance: 111131
Processing taxon: "OTU.923"
taxon abs-abundance: 167488
Processing taxon: "OTU.303"
taxon abs-abundance: 378735
Processing taxon: "OTU.895"
Processing taxon: "OTU.392"
Processing taxon: "OTU.497"
Processing taxon: "OTU.8712"
taxon abs-abundance: 89536
taxon abs-abundance: 148632
taxon abs-abundance: 102252
taxon abs-abundance: 121019
Processing taxon: "OTU.6102"
taxon abs-abundance: 94960
Processing taxon: "OTU.3642"
taxon abs-abundance: 250700
Processing taxon: "OTU.981"
taxon abs-abundance: 111050
Processing taxon: "OTU.788"
taxon abs-abundance: 134035
Processing taxon: "OTU.1267"
taxon abs-abundance: 89471
Processing taxon: "OTU.5015"
taxon abs-abundance: 102202
Processing taxon: "OTU.7433"
Processing taxon: "OTU.335"
taxon abs-abundance: 214766
Processing taxon: "OTU.855"
taxon abs-abundance: 167432
Processing taxon: "OTU.3393"
taxon abs-abundance: 120879
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.2020"
taxon abs-abundance: 94832
taxon abs-abundance: 120713
Processing taxon: "OTU.873"
Processing taxon: "OTU.2671"
taxon abs-abundance: 190659
taxon abs-abundance: 148413
Processing taxon: "OTU.726"
taxon abs-abundance: 110723
Processing taxon: "OTU.1765"
Processing taxon: "OTU.13158"
taxon abs-abundance: 89429
taxon abs-abundance: 84901
Processing taxon: "OTU.1386"
Processing taxon: "OTU.5614"
taxon abs-abundance: 102191
taxon abs-abundance: 134013
Processing taxon: "OTU.280"
Processing taxon: "OTU.682"
taxon abs-abundance: 674870
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.157"
Processing taxon: "OTU.1565"
taxon abs-abundance: 304741
taxon abs-abundance: 666884
taxon abs-abundance: 94828
Processing taxon: "OTU.7056"
taxon abs-abundance: 120438
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taxon abs-abundance: 250137
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Processing taxon: "OTU.592"
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taxon abs-abundance: 110564
taxon abs-abundance: 167129
Processing taxon: "OTU.11732"
taxon abs-abundance: 84754
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taxon abs-abundance: 89394
taxon abs-abundance: 148207
Processing taxon: "OTU.2956"
taxon abs-abundance: 102064
Processing taxon: "OTU.915"
taxon abs-abundance: 94818
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taxon abs-abundance: 214630
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Processing taxon: "OTU.574"
taxon abs-abundance: 133837
taxon abs-abundance: 190595
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taxon abs-abundance: 377519
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taxon abs-abundance: 120143
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taxon abs-abundance: 84675
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taxon abs-abundance: 110481
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Processing taxon: "OTU.772"
taxon abs-abundance: 102059
taxon abs-abundance: 497910
Processing taxon: "OTU.1277"
taxon abs-abundance: 94665
taxon abs-abundance: 89318
Processing taxon: "OTU.798"
taxon abs-abundance: 147926
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taxon abs-abundance: 167016
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Processing taxon: "OTU.10806"
taxon abs-abundance: 133558
taxon abs-abundance: 84618
Processing taxon: "OTU.657"
taxon abs-abundance: 120092
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Processing taxon: "OTU.2752"
taxon abs-abundance: 110404
Processing taxon: "OTU.332"
taxon abs-abundance: 101872
taxon abs-abundance: 302639
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taxon abs-abundance: 249951
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taxon abs-abundance: 214233
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taxon abs-abundance: 84603
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Processing taxon: "OTU.6616"
taxon abs-abundance: 147742
taxon abs-abundance: 190502
Processing taxon: "OTU.1956"
Processing taxon: "OTU.1315"
Processing taxon: "OTU.4152"
Processing taxon: "OTU.8235"
taxon abs-abundance: 120037
taxon abs-abundance: 89311
taxon abs-abundance: 133382
taxon abs-abundance: 94637
Processing taxon: "OTU.1249"
Processing taxon: "OTU.986"
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taxon abs-abundance: 101819
taxon abs-abundance: 166971
taxon abs-abundance: 110369
Processing taxon: "OTU.3330"
taxon abs-abundance: 84540
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Processing taxon: "OTU.903"
taxon abs-abundance: 101804
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taxon abs-abundance: 120028
taxon abs-abundance: 376778
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Processing taxon: "OTU.8003"
Processing taxon: "OTU.1666"
taxon abs-abundance: 110296
taxon abs-abundance: 133008
taxon abs-abundance: 147550
Processing taxon: "OTU.4351"
taxon abs-abundance: 214164
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taxon abs-abundance: 84503
Processing taxon: "OTU.80"
taxon abs-abundance: 1009171
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taxon abs-abundance: 249093
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Processing taxon: "OTU.1758"
taxon abs-abundance: 166827
taxon abs-abundance: 89211
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taxon abs-abundance: 94590
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taxon abs-abundance: 302220
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taxon abs-abundance: 101736
taxon abs-abundance: 79520
Processing taxon: "OTU.1403"
Processing taxon: "OTU.746"
Processing taxon: "OTU.8290"
taxon abs-abundance: 84430
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.1835"
taxon abs-abundance: 189933
Processing taxon: "OTU.711"
taxon abs-abundance: 119807
taxon abs-abundance: 84413
taxon abs-abundance: 109949
Processing taxon: "OTU.810"
taxon abs-abundance: 132826
Processing taxon: "OTU.558"
taxon abs-abundance: 147476
Processing taxon: "OTU.241"
taxon abs-abundance: 497066
Processing taxon: "OTU.713"
taxon abs-abundance: 79486
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taxon abs-abundance: 101722
Processing taxon: "OTU.1751"
taxon abs-abundance: 84373
Processing taxon: "OTU.6073"
taxon abs-abundance: 166817
Processing taxon: "OTU.1133"
Processing taxon: "OTU.1725"
Processing taxon: "OTU.1555"
taxon abs-abundance: 109894
taxon abs-abundance: 214079
Processing taxon: "OTU.5541"
taxon abs-abundance: 119768
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.6760"
taxon abs-abundance: 119559
taxon abs-abundance: 89139
Processing taxon: "OTU.9334"
Processing taxon: "OTU.1688"
taxon abs-abundance: 79392
taxon abs-abundance: 94552
Processing taxon: "OTU.719"
taxon abs-abundance: 132706
Processing taxon: "OTU.548"
Processing taxon: "OTU.1558"
taxon abs-abundance: 248831
taxon abs-abundance: 84334
Processing taxon: "OTU.1832"
taxon abs-abundance: 101602
Processing taxon: "OTU.8277"
taxon abs-abundance: 147470
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.2530"
taxon abs-abundance: 147005
Processing taxon: "OTU.833"
Processing taxon: "OTU.10034"
taxon abs-abundance: 189414
Processing taxon: "OTU.965"
taxon abs-abundance: 109870
taxon abs-abundance: 79346
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.816"
taxon abs-abundance: 79263
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.10282"
Processing taxon: "OTU.580"
taxon abs-abundance: 79156
Processing taxon: "OTU.835"
taxon abs-abundance: 119443
Processing taxon: "OTU.553"
taxon abs-abundance: 89124
taxon abs-abundance: 94513
Processing taxon: "OTU.12448"
Processing taxon: "OTU.3919"
taxon abs-abundance: 84295
taxon abs-abundance: 302183
Processing taxon: "OTU.515"
taxon abs-abundance: 166649
Processing taxon: "OTU.1792"
taxon abs-abundance: 101562
Processing taxon: "OTU.1188"
taxon abs-abundance: 132581
Processing taxon: "OTU.5203"
taxon abs-abundance: 79156
Processing taxon: "OTU.7282"
Processing taxon: "OTU.847"
taxon abs-abundance: 213800
taxon abs-abundance: 666450
Processing taxon: "OTU.4070"
Processing taxon: "OTU.820"
taxon abs-abundance: 89113
Processing taxon: "OTU.1611"
taxon abs-abundance: 109533
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taxon abs-abundance: 94357
taxon abs-abundance: 146375
Processing taxon: "OTU.1364"
taxon abs-abundance: 119256
Processing taxon: "OTU.1576"
taxon abs-abundance: 84137
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.7669"
taxon abs-abundance: 84133
Processing taxon: "OTU.3022"
taxon abs-abundance: 101519
Processing taxon: "OTU.5874"
taxon abs-abundance: 79156
Processing taxon: "OTU.314"
Processing taxon: "OTU.916"
taxon abs-abundance: 248438
Processing taxon: "OTU.6115"
taxon abs-abundance: 131653
taxon abs-abundance: 89055
Processing taxon: "OTU.1019"
Processing taxon: "OTU.976"
taxon abs-abundance: 94231
taxon abs-abundance: 165680
Processing taxon: "OTU.11661"
Processing taxon: "OTU.3707"
taxon abs-abundance: 109504
Processing taxon: "OTU.8984"
taxon abs-abundance: 189115
taxon abs-abundance: 84127
Processing taxon: "OTU.4245"
Processing taxon: "OTU.995"
Processing taxon: "OTU.6844"
taxon abs-abundance: 375467
taxon abs-abundance: 119251
Processing taxon: "OTU.803"
taxon abs-abundance: 79156
Processing taxon: "OTU.807"
taxon abs-abundance: 101342
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.10036"
taxon abs-abundance: 101329
taxon abs-abundance: 146361
Processing taxon: "OTU.812"
taxon abs-abundance: 88915
Processing taxon: "OTU.10154"
Processing taxon: "OTU.1311"
taxon abs-abundance: 94201
Processing taxon: "OTU.1075"
taxon abs-abundance: 213769
taxon abs-abundance: 84022
Processing taxon: "OTU.256"
taxon abs-abundance: 496782
Processing taxon: "OTU.1245"
taxon abs-abundance: 131638
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Processing taxon: "OTU.8242"
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taxon abs-abundance: 79156
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WARNING: No bins for taxon; likely caused by no BD KDE
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WARNING: No bins for taxon; likely caused by no BD KDE
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Processing taxon: "OTU.5264"
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WARNING: No bins for taxon; likely caused by no BD KDE
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WARNING: No bins for taxon; likely caused by no BD KDE
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WARNING: No bins for taxon; likely caused by no BD KDE
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WARNING: No bins for taxon; likely caused by no BD KDE
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WARNING: No bins for taxon; likely caused by no BD KDE
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WARNING: No bins for taxon; likely caused by no BD KDE
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WARNING: No bins for taxon; likely caused by no BD KDE
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Processing taxon: "OTU.3378"
taxon abs-abundance: 100258
taxon abs-abundance: 188300
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Processing taxon: "OTU.337"
taxon abs-abundance: 300197
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WARNING: No bins for taxon; likely caused by no BD KDE
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taxon abs-abundance: 83697
Processing taxon: "OTU.10541"
taxon abs-abundance: 212955
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taxon abs-abundance: 117205
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taxon abs-abundance: 100255
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Processing taxon: "OTU.3083"
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taxon abs-abundance: 375016
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taxon abs-abundance: 88072
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taxon abs-abundance: 83670
Processing taxon: "OTU.629"
taxon abs-abundance: 164376
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Processing taxon: "OTU.3577"
taxon abs-abundance: 93883
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Processing taxon: "OTU.932"
Processing taxon: "OTU.870"
taxon abs-abundance: 88041
taxon abs-abundance: 130830
Processing taxon: "OTU.11547"
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taxon abs-abundance: 83652
taxon abs-abundance: 108230
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taxon abs-abundance: 145385
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taxon abs-abundance: 78510
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taxon abs-abundance: 187752
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taxon abs-abundance: 212330
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Processing taxon: "OTU.3207"
taxon abs-abundance: 244641
taxon abs-abundance: 93867
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taxon abs-abundance: 100180
WARNING: No bins for taxon; likely caused by no BD KDE
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taxon abs-abundance: 100140
Processing taxon: "OTU.5772"
Processing taxon: "OTU.1976"
taxon abs-abundance: 116898
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taxon abs-abundance: 83636
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Processing taxon: "OTU.327"
taxon abs-abundance: 78437
taxon abs-abundance: 108212
taxon abs-abundance: 300025
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taxon abs-abundance: 130536
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taxon abs-abundance: 93758
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Processing taxon: "OTU.2125"
Processing taxon: "OTU.866"
Processing taxon: "OTU.7599"
taxon abs-abundance: 100107
taxon abs-abundance: 87773
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taxon abs-abundance: 144559
Processing taxon: "OTU.136"
taxon abs-abundance: 493227
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Processing taxon: "OTU.3762"
taxon abs-abundance: 78384
taxon abs-abundance: 116868
Processing taxon: "OTU.1064"
taxon abs-abundance: 108088
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taxon abs-abundance: 93686
Processing taxon: "OTU.1161"
Processing taxon: "OTU.1095"
Processing taxon: "OTU.814"
Processing taxon: "OTU.587"
taxon abs-abundance: 130487
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Processing taxon: "OTU.748"
taxon abs-abundance: 83308
taxon abs-abundance: 212205
taxon abs-abundance: 87667
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Processing taxon: "OTU.1537"
taxon abs-abundance: 100082
Processing taxon: "OTU.7503"
taxon abs-abundance: 78376
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taxon abs-abundance: 244465
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taxon abs-abundance: 116657
taxon abs-abundance: 144183
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taxon abs-abundance: 107981
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taxon abs-abundance: 666344
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taxon abs-abundance: 83004
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taxon abs-abundance: 93661
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Processing taxon: "OTU.2015"
taxon abs-abundance: 78359
Processing taxon: "OTU.622"
taxon abs-abundance: 100023
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taxon abs-abundance: 130396
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.962"
taxon abs-abundance: 130375
Processing taxon: "OTU.285"
taxon abs-abundance: 298006
Processing taxon: "OTU.625"
Processing taxon: "OTU.1325"
Processing taxon: "OTU.11744"
taxon abs-abundance: 164019
taxon abs-abundance: 82977
taxon abs-abundance: 116494
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taxon abs-abundance: 78267
taxon abs-abundance: 87522
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taxon abs-abundance: 93647
taxon abs-abundance: 107670
Processing taxon: "OTU.644"
Processing taxon: "OTU.356"
taxon abs-abundance: 144052
Processing taxon: "OTU.8284"
Processing taxon: "OTU.11632"
taxon abs-abundance: 374927
taxon abs-abundance: 99962
taxon abs-abundance: 211948
Processing taxon: "OTU.493"
taxon abs-abundance: 187370
Processing taxon: "OTU.1920"
Processing taxon: "OTU.10985"
taxon abs-abundance: 82886
Processing taxon: "OTU.1731"
taxon abs-abundance: 78169
taxon abs-abundance: 130236
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.647"
Processing taxon: "OTU.808"
taxon abs-abundance: 130200
taxon abs-abundance: 87482
Processing taxon: "OTU.31"
taxon abs-abundance: 1005481
Processing taxon: "OTU.650"
taxon abs-abundance: 244005
Processing taxon: "OTU.5467"
taxon abs-abundance: 116433
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taxon abs-abundance: 107631
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taxon abs-abundance: 99732
Processing taxon: "OTU.5917"
Processing taxon: "OTU.1240"
Processing taxon: "OTU.3461"
taxon abs-abundance: 163857
taxon abs-abundance: 78143
taxon abs-abundance: 82880
Processing taxon: "OTU.6741"
taxon abs-abundance: 144005
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taxon abs-abundance: 87449
taxon abs-abundance: 93626
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taxon abs-abundance: 130099
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Processing taxon: "OTU.6608"
taxon abs-abundance: 116338
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Processing taxon: "OTU.6068"
taxon abs-abundance: 107504
taxon abs-abundance: 491534
taxon abs-abundance: 185544
taxon abs-abundance: 99507
Processing taxon: "OTU.3760"
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taxon abs-abundance: 78080
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taxon abs-abundance: 82870
taxon abs-abundance: 211172
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taxon abs-abundance: 87397
taxon abs-abundance: 297763
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Processing taxon: "OTU.7146"
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taxon abs-abundance: 143531
taxon abs-abundance: 77941
taxon abs-abundance: 163771
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taxon abs-abundance: 82865
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taxon abs-abundance: 99439
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taxon abs-abundance: 107444
taxon abs-abundance: 116243
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taxon abs-abundance: 129878
taxon abs-abundance: 243811
Processing taxon: "OTU.999"
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taxon abs-abundance: 87385
taxon abs-abundance: 93619
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taxon abs-abundance: 77877
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taxon abs-abundance: 374573
taxon abs-abundance: 82856
Processing taxon: "OTU.517"
taxon abs-abundance: 99304
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.4923"
Processing taxon: "OTU.7427"
taxon abs-abundance: 99129
taxon abs-abundance: 87347
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taxon abs-abundance: 93497
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taxon abs-abundance: 210700
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taxon abs-abundance: 107396
taxon abs-abundance: 116202
taxon abs-abundance: 143392
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taxon abs-abundance: 129854
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taxon abs-abundance: 77804
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taxon abs-abundance: 163717
taxon abs-abundance: 185428
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taxon abs-abundance: 82848
Processing taxon: "OTU.4987"
taxon abs-abundance: 87311
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taxon abs-abundance: 99117
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.12077"
Processing taxon: "OTU.1001"
taxon abs-abundance: 99071
taxon abs-abundance: 93452
Processing taxon: "OTU.661"
taxon abs-abundance: 77779
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taxon abs-abundance: 107274
taxon abs-abundance: 296921
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taxon abs-abundance: 116157
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taxon abs-abundance: 82811
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taxon abs-abundance: 243718
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taxon abs-abundance: 129740
taxon abs-abundance: 143309
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taxon abs-abundance: 87244
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Processing taxon: "OTU.1843"
taxon abs-abundance: 77662
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.1738"
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taxon abs-abundance: 77652
taxon abs-abundance: 93374
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taxon abs-abundance: 98886
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.2235"
taxon abs-abundance: 163517
taxon abs-abundance: 98725
Processing taxon: "OTU.8763"
Processing taxon: "OTU.953"
taxon abs-abundance: 210297
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taxon abs-abundance: 185023
taxon abs-abundance: 107064
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taxon abs-abundance: 116132
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taxon abs-abundance: 87103
taxon abs-abundance: 489868
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taxon abs-abundance: 77546
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taxon abs-abundance: 129551
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taxon abs-abundance: 93346
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taxon abs-abundance: 143179
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taxon abs-abundance: 1738497
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taxon abs-abundance: 87069
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taxon abs-abundance: 116117
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taxon abs-abundance: 163492
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taxon abs-abundance: 243550
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taxon abs-abundance: 93319
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.987"
taxon abs-abundance: 82582
taxon abs-abundance: 93318
Processing taxon: "OTU.10944"
Processing taxon: "OTU.856"
taxon abs-abundance: 106993
taxon abs-abundance: 98666
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taxon abs-abundance: 184662
taxon abs-abundance: 296399
taxon abs-abundance: 129434
Processing taxon: "OTU.571"
taxon abs-abundance: 209857
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taxon abs-abundance: 77505
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taxon abs-abundance: 87059
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taxon abs-abundance: 143044
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taxon abs-abundance: 82512
taxon abs-abundance: 116080
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taxon abs-abundance: 93305
taxon abs-abundance: 373545
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taxon abs-abundance: 98549
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taxon abs-abundance: 106936
taxon abs-abundance: 77484
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taxon abs-abundance: 87007
taxon abs-abundance: 163422
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taxon abs-abundance: 129327
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taxon abs-abundance: 82367
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taxon abs-abundance: 93294
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Processing taxon: "OTU.1097"
Processing taxon: "OTU.12507"
taxon abs-abundance: 142803
taxon abs-abundance: 657693
taxon abs-abundance: 116023
taxon abs-abundance: 77448
Processing taxon: "OTU.7756"
taxon abs-abundance: 98543
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taxon abs-abundance: 86991
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taxon abs-abundance: 106913
taxon abs-abundance: 243178
Processing taxon: "OTU.3442"
taxon abs-abundance: 1004538
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.57"
Processing taxon: "OTU.77"
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taxon abs-abundance: 998933
taxon abs-abundance: 209777
taxon abs-abundance: 184394
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taxon abs-abundance: 82342
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taxon abs-abundance: 129184
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taxon abs-abundance: 163364
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taxon abs-abundance: 86977
taxon abs-abundance: 98418
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taxon abs-abundance: 115811
taxon abs-abundance: 296375
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taxon abs-abundance: 82242
taxon abs-abundance: 106653
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taxon abs-abundance: 142646
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taxon abs-abundance: 77361
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Processing taxon: "OTU.1331"
taxon abs-abundance: 488407
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.5374"
taxon abs-abundance: 93175
taxon abs-abundance: 488340
Processing taxon: "OTU.1056"
taxon abs-abundance: 86961
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Processing taxon: "OTU.2"
Processing taxon: "OTU.694"
taxon abs-abundance: 129132
taxon abs-abundance: 10599675
taxon abs-abundance: 98326
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taxon abs-abundance: 82176
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Processing taxon: "OTU.5502"
taxon abs-abundance: 184148
taxon abs-abundance: 115759
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taxon abs-abundance: 77328
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Processing taxon: "OTU.3355"
taxon abs-abundance: 106636
taxon abs-abundance: 209662
Processing taxon: "OTU.368"
taxon abs-abundance: 163258
WARNING: No bins for taxon; likely caused by no BD KDE
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taxon abs-abundance: 163143
Processing taxon: "OTU.425"
taxon abs-abundance: 242866
Processing taxon: "OTU.364"
Processing taxon: "OTU.2561"
taxon abs-abundance: 142490
taxon abs-abundance: 86958
Processing taxon: "OTU.3304"
taxon abs-abundance: 82153
Processing taxon: "OTU.1356"
taxon abs-abundance: 98252
Processing taxon: "OTU.857"
taxon abs-abundance: 77314
Processing taxon: "OTU.429"
Processing taxon: "OTU.1426"
taxon abs-abundance: 373236
taxon abs-abundance: 93073
Processing taxon: "OTU.970"
taxon abs-abundance: 128880
Processing taxon: "OTU.1514"
taxon abs-abundance: 115669
Processing taxon: "OTU.2302"
taxon abs-abundance: 86893
Processing taxon: "OTU.14069"
taxon abs-abundance: 82092
Processing taxon: "OTU.1163"
Processing taxon: "OTU.2211"
taxon abs-abundance: 106445
taxon abs-abundance: 77252
Processing taxon: "OTU.561"
Processing taxon: "OTU.1169"
taxon abs-abundance: 296219
taxon abs-abundance: 97990
Processing taxon: "OTU.1191"
taxon abs-abundance: 93034
Processing taxon: "OTU.896"
Processing taxon: "OTU.445"
taxon abs-abundance: 142107
taxon abs-abundance: 162743
Processing taxon: "OTU.440"
taxon abs-abundance: 184012
Processing taxon: "OTU.1128"
taxon abs-abundance: 209199
Processing taxon: "OTU.917"
Processing taxon: "OTU.1283"
Processing taxon: "OTU.3126"
Processing taxon: "OTU.2468"
taxon abs-abundance: 128599
taxon abs-abundance: 115473
taxon abs-abundance: 86844
taxon abs-abundance: 82082
Processing taxon: "OTU.1677"
taxon abs-abundance: 77156
Processing taxon: "OTU.14244"
taxon abs-abundance: 106401
Processing taxon: "OTU.989"
Processing taxon: "OTU.2050"
Processing taxon: "OTU.413"
taxon abs-abundance: 97861
taxon abs-abundance: 92978
taxon abs-abundance: 242567
Processing taxon: "OTU.1069"
Processing taxon: "OTU.6463"
Processing taxon: "OTU.1764"
taxon abs-abundance: 82053
taxon abs-abundance: 77113
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.6454"
taxon abs-abundance: 86837
taxon abs-abundance: 77033
Processing taxon: "OTU.628"
taxon abs-abundance: 142071
Processing taxon: "OTU.2347"
taxon abs-abundance: 115281
Processing taxon: "OTU.1061"
Processing taxon: "OTU.426"
taxon abs-abundance: 128461
taxon abs-abundance: 162639
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.755"
taxon abs-abundance: 162511
Processing taxon: "OTU.750"
Processing taxon: "OTU.568"
Processing taxon: "OTU.1244"
taxon abs-abundance: 92859
taxon abs-abundance: 97835
taxon abs-abundance: 106134
Processing taxon: "OTU.533"
Processing taxon: "OTU.1489"
Processing taxon: "OTU.1692"
taxon abs-abundance: 183939
taxon abs-abundance: 81871
Processing taxon: "OTU.4138"
taxon abs-abundance: 76963
taxon abs-abundance: 86827
Processing taxon: "OTU.563"
taxon abs-abundance: 208665
Processing taxon: "OTU.511"
Processing taxon: "OTU.11842"
taxon abs-abundance: 656024
Processing taxon: "OTU.842"
taxon abs-abundance: 115279
Processing taxon: "OTU.294"
taxon abs-abundance: 372653
taxon abs-abundance: 296035
Processing taxon: "OTU.608"
Processing taxon: "OTU.371"
taxon abs-abundance: 97735
Processing taxon: "OTU.1074"
taxon abs-abundance: 142011
Processing taxon: "OTU.1624"
Processing taxon: "OTU.1701"
Processing taxon: "OTU.4658"
taxon abs-abundance: 76950
taxon abs-abundance: 81846
taxon abs-abundance: 105833
taxon abs-abundance: 128234
Processing taxon: "OTU.557"
taxon abs-abundance: 86766
Processing taxon: "OTU.12538"
Processing taxon: "OTU.6303"
taxon abs-abundance: 242424
taxon abs-abundance: 162373
Processing taxon: "OTU.6819"
taxon abs-abundance: 92623
Processing taxon: "OTU.736"
taxon abs-abundance: 76712
Processing taxon: "OTU.3175"
taxon abs-abundance: 81756
Processing taxon: "OTU.2019"
Processing taxon: "OTU.2084"
taxon abs-abundance: 97661
taxon abs-abundance: 115266
Processing taxon: "OTU.654"
Processing taxon: "OTU.232"
taxon abs-abundance: 86734
taxon abs-abundance: 183924
Processing taxon: "OTU.1131"
Processing taxon: "OTU.435"
taxon abs-abundance: 127925
Processing taxon: "OTU.382"
taxon abs-abundance: 105828
taxon abs-abundance: 142006
Processing taxon: "OTU.443"
Processing taxon: "OTU.2497"
taxon abs-abundance: 208377
taxon abs-abundance: 76695
Processing taxon: "OTU.5834"
taxon abs-abundance: 81728
Processing taxon: "OTU.1801"
Processing taxon: "OTU.2839"
Processing taxon: "OTU.1016"
taxon abs-abundance: 86658
taxon abs-abundance: 97588
taxon abs-abundance: 92539
Processing taxon: "OTU.1522"
Processing taxon: "OTU.2372"
taxon abs-abundance: 161225
taxon abs-abundance: 115001
Processing taxon: "OTU.3020"
taxon abs-abundance: 485065
Processing taxon: "OTU.1418"
taxon abs-abundance: 76630
Processing taxon: "OTU.793"
taxon abs-abundance: 105774
Processing taxon: "OTU.911"
taxon abs-abundance: 81570
Processing taxon: "OTU.540"
taxon abs-abundance: 127840
Processing taxon: "OTU.1805"
Processing taxon: "OTU.407"
Processing taxon: "OTU.1260"
taxon abs-abundance: 86579
Processing taxon: "OTU.687"
Processing taxon: "OTU.759"
taxon abs-abundance: 296007
taxon abs-abundance: 242240
taxon abs-abundance: 141868
Processing taxon: "OTU.652"
Processing taxon: "OTU.54"
taxon abs-abundance: 92509
taxon abs-abundance: 97575
taxon abs-abundance: 993060
Processing taxon: "OTU.1063"
taxon abs-abundance: 76559
Processing taxon: "OTU.669"
Processing taxon: "OTU.944"
taxon abs-abundance: 114878
taxon abs-abundance: 183489
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.576"
Processing taxon: "OTU.1246"
taxon abs-abundance: 183271
taxon abs-abundance: 81532
Processing taxon: "OTU.7124"
taxon abs-abundance: 105719
Processing taxon: "OTU.8356"
Processing taxon: "OTU.465"
Processing taxon: "OTU.520"
taxon abs-abundance: 86511
taxon abs-abundance: 161166
taxon abs-abundance: 208111
Processing taxon: "OTU.7808"
Processing taxon: "OTU.6514"
taxon abs-abundance: 92432
Processing taxon: "OTU.599"
Processing taxon: "OTU.994"
taxon abs-abundance: 372255
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.369"
taxon abs-abundance: 127803
taxon abs-abundance: 97530
Processing taxon: "OTU.1112"
taxon abs-abundance: 370819
taxon abs-abundance: 76558
Processing taxon: "OTU.692"
taxon abs-abundance: 81503
Processing taxon: "OTU.776"
taxon abs-abundance: 141790
Processing taxon: "OTU.526"
taxon abs-abundance: 114698
Processing taxon: "OTU.828"
taxon abs-abundance: 86445
Processing taxon: "OTU.2131"
taxon abs-abundance: 105557
Processing taxon: "OTU.770"
Processing taxon: "OTU.633"
taxon abs-abundance: 76520
taxon abs-abundance: 92325
Processing taxon: "OTU.1391"
taxon abs-abundance: 97529
Processing taxon: "OTU.829"
taxon abs-abundance: 81418
Processing taxon: "OTU.982"
Processing taxon: "OTU.550"
taxon abs-abundance: 127440
taxon abs-abundance: 183215
Processing taxon: "OTU.287"
Processing taxon: "OTU.430"
taxon abs-abundance: 242120
taxon abs-abundance: 160317
Processing taxon: "OTU.3219"
taxon abs-abundance: 86407
Processing taxon: "OTU.7668"
Processing taxon: "OTU.375"
taxon abs-abundance: 76466
taxon abs-abundance: 114503
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.671"
taxon abs-abundance: 114463
Processing taxon: "OTU.1162"
Processing taxon: "OTU.1265"
Processing taxon: "OTU.460"
taxon abs-abundance: 91978
taxon abs-abundance: 141688
taxon abs-abundance: 295110
Processing taxon: "OTU.1437"
Processing taxon: "OTU.950"
taxon abs-abundance: 81413
taxon abs-abundance: 97493
Processing taxon: "OTU.796"
Processing taxon: "OTU.326"
taxon abs-abundance: 105514
taxon abs-abundance: 654382
Processing taxon: "OTU.1127"
Processing taxon: "OTU.4803"
taxon abs-abundance: 76439
taxon abs-abundance: 86407
Processing taxon: "OTU.658"
taxon abs-abundance: 127396
Processing taxon: "OTU.1033"
Processing taxon: "OTU.8773"
taxon abs-abundance: 91944
taxon abs-abundance: 81303
Processing taxon: "OTU.1486"
taxon abs-abundance: 114223
Processing taxon: "OTU.7102"
taxon abs-abundance: 97399
Processing taxon: "OTU.477"
taxon abs-abundance: 160231
Processing taxon: "OTU.6334"
taxon abs-abundance: 76426
Processing taxon: "OTU.2144"
Processing taxon: "OTU.2428"
taxon abs-abundance: 141485
Processing taxon: "OTU.1314"
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.677"
Processing taxon: "OTU.7749"
taxon abs-abundance: 1734916
taxon abs-abundance: 141444
taxon abs-abundance: 86399
taxon abs-abundance: 105353
Processing taxon: "OTU.1715"
taxon abs-abundance: 183035
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.1659"
Processing taxon: "OTU.2351"
taxon abs-abundance: 182825
Processing taxon: "OTU.2645"
taxon abs-abundance: 81225
Processing taxon: "OTU.577"
taxon abs-abundance: 370669
taxon abs-abundance: 91852
Processing taxon: "OTU.7783"
Processing taxon: "OTU.7170"
taxon abs-abundance: 127327
taxon abs-abundance: 242066
Processing taxon: "OTU.1236"
Processing taxon: "OTU.1365"
Processing taxon: "OTU.922"
taxon abs-abundance: 97364
taxon abs-abundance: 114212
taxon abs-abundance: 76363
Processing taxon: "OTU.6846"
taxon abs-abundance: 207858
Processing taxon: "OTU.1393"
taxon abs-abundance: 86311
Processing taxon: "OTU.4074"
taxon abs-abundance: 105216
Processing taxon: "OTU.5032"
taxon abs-abundance: 81183
Processing taxon: "OTU.1121"
Processing taxon: "OTU.5424"
taxon abs-abundance: 91840
taxon abs-abundance: 159986
Processing taxon: "OTU.6546"
taxon abs-abundance: 141301
Processing taxon: "OTU.522"
Processing taxon: "OTU.7840"
taxon abs-abundance: 294194
taxon abs-abundance: 76361
Processing taxon: "OTU.1376"
taxon abs-abundance: 97363
Processing taxon: "OTU.1006"
Processing taxon: "OTU.1003"
taxon abs-abundance: 127187
taxon abs-abundance: 86300
Processing taxon: "OTU.486"
taxon abs-abundance: 114058
Processing taxon: "OTU.1157"
taxon abs-abundance: 81081
Processing taxon: "OTU.701"
taxon abs-abundance: 105190
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.979"
Processing taxon: "OTU.914"
taxon abs-abundance: 105159
Processing taxon: "OTU.8280"
taxon abs-abundance: 91829
taxon abs-abundance: 76343
Processing taxon: "OTU.6966"
Processing taxon: "OTU.3141"
taxon abs-abundance: 97315
taxon abs-abundance: 86234
Processing taxon: "OTU.743"
taxon abs-abundance: 182011
Processing taxon: "OTU.928"
Processing taxon: "OTU.781"
taxon abs-abundance: 80856
taxon abs-abundance: 141254
Processing taxon: "OTU.344"
Processing taxon: "OTU.1521"
Processing taxon: "OTU.957"
taxon abs-abundance: 241937
taxon abs-abundance: 159701
Processing taxon: "OTU.1449"
taxon abs-abundance: 113785
Processing taxon: "OTU.649"
taxon abs-abundance: 127095
taxon abs-abundance: 76243
Processing taxon: "OTU.1893"
taxon abs-abundance: 91826
Processing taxon: "OTU.1593"
taxon abs-abundance: 86202
Processing taxon: "OTU.12917"
Processing taxon: "OTU.3894"
Processing taxon: "OTU.1198"
taxon abs-abundance: 97290
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.827"
taxon abs-abundance: 80785
taxon abs-abundance: 105141
taxon abs-abundance: 97262
Processing taxon: "OTU.858"
taxon abs-abundance: 76217
Processing taxon: "OTU.910"
Processing taxon: "OTU.224"
Processing taxon: "OTU.308"
taxon abs-abundance: 113625
taxon abs-abundance: 91825
Processing taxon: "OTU.243"
taxon abs-abundance: 483329
taxon abs-abundance: 368214
Processing taxon: "OTU.3682"
Processing taxon: "OTU.11762"
taxon abs-abundance: 141063
taxon abs-abundance: 127069
Processing taxon: "OTU.1703"
Processing taxon: "OTU.7396"
Processing taxon: "OTU.6921"
taxon abs-abundance: 293318
Processing taxon: "OTU.732"
taxon abs-abundance: 207680
taxon abs-abundance: 86139
taxon abs-abundance: 80682
Processing taxon: "OTU.567"
taxon abs-abundance: 159514
Processing taxon: "OTU.899"
Processing taxon: "OTU.4917"
taxon abs-abundance: 76192
taxon abs-abundance: 97141
Processing taxon: "OTU.670"
taxon abs-abundance: 105093
Processing taxon: "OTU.1793"
taxon abs-abundance: 181863
Processing taxon: "OTU.1540"
taxon abs-abundance: 91821
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.2633"
taxon abs-abundance: 91819
Processing taxon: "OTU.2784"
Processing taxon: "OTU.1430"
Processing taxon: "OTU.937"
Processing taxon: "OTU.114"
taxon abs-abundance: 113304
Processing taxon: "OTU.320"
taxon abs-abundance: 80651
taxon abs-abundance: 86105
taxon abs-abundance: 981482
taxon abs-abundance: 651740
Processing taxon: "OTU.537"
taxon abs-abundance: 76161
Processing taxon: "OTU.2236"
taxon abs-abundance: 127043
Processing taxon: "OTU.1189"
taxon abs-abundance: 97133
Processing taxon: "OTU.834"
taxon abs-abundance: 140556
Processing taxon: "OTU.1022"
taxon abs-abundance: 104904
Processing taxon: "OTU.935"
taxon abs-abundance: 91712
Processing taxon: "OTU.414"
Processing taxon: "OTU.1048"
taxon abs-abundance: 241904
Processing taxon: "OTU.5883"
Processing taxon: "OTU.6884"
taxon abs-abundance: 80625
Processing taxon: "OTU.5993"
taxon abs-abundance: 86101
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.6928"
taxon abs-abundance: 159431
taxon abs-abundance: 76120
taxon abs-abundance: 86005
Processing taxon: "OTU.3967"
taxon abs-abundance: 113304
Processing taxon: "OTU.463"
taxon abs-abundance: 207632
Processing taxon: "OTU.851"
Processing taxon: "OTU.2508"
taxon abs-abundance: 96947
taxon abs-abundance: 181667
Processing taxon: "OTU.594"
Processing taxon: "OTU.1497"
taxon abs-abundance: 127002
taxon abs-abundance: 104876
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.9406"
Processing taxon: "OTU.601"
taxon abs-abundance: 104577
Processing taxon: "OTU.5288"
Processing taxon: "OTU.5031"
taxon abs-abundance: 76118
taxon abs-abundance: 80528
taxon abs-abundance: 91663
Processing taxon: "OTU.874"
Processing taxon: "OTU.949"
taxon abs-abundance: 85965
taxon abs-abundance: 140254
Processing taxon: "OTU.7661"
taxon abs-abundance: 293012
Processing taxon: "OTU.4607"
taxon abs-abundance: 113304
Processing taxon: "OTU.1942"
taxon abs-abundance: 96869
Processing taxon: "OTU.4711"
Processing taxon: "OTU.906"
taxon abs-abundance: 76024
taxon abs-abundance: 159304
Processing taxon: "OTU.7253"
Processing taxon: "OTU.1206"
taxon abs-abundance: 91661
taxon abs-abundance: 85950
Processing taxon: "OTU.615"
taxon abs-abundance: 104539
Processing taxon: "OTU.12950"
taxon abs-abundance: 126971
Processing taxon: "OTU.7967"
Processing taxon: "OTU.12515"
taxon abs-abundance: 367523
taxon abs-abundance: 80501
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.1635"
taxon abs-abundance: 80500
Processing taxon: "OTU.2401"
taxon abs-abundance: 181467
Processing taxon: "OTU.703"
Processing taxon: "OTU.14346"
taxon abs-abundance: 140129
taxon abs-abundance: 75971
Processing taxon: "OTU.1139"
Processing taxon: "OTU.818"
taxon abs-abundance: 96712
taxon abs-abundance: 207400
Processing taxon: "OTU.5685"
taxon abs-abundance: 113304
Processing taxon: "OTU.1008"
Processing taxon: "OTU.2807"
taxon abs-abundance: 85944
Processing taxon: "OTU.192"
taxon abs-abundance: 91659
taxon abs-abundance: 482939
Processing taxon: "OTU.1179"
Processing taxon: "OTU.278"
taxon abs-abundance: 80425
Processing taxon: "OTU.3701"
taxon abs-abundance: 241834
taxon abs-abundance: 75901
Processing taxon: "OTU.2916"
Processing taxon: "OTU.1823"
taxon abs-abundance: 126891
taxon abs-abundance: 159135
Processing taxon: "OTU.1313"
taxon abs-abundance: 104453
Processing taxon: "OTU.547"
taxon abs-abundance: 96612
Processing taxon: "OTU.5134"
taxon abs-abundance: 85599
Processing taxon: "OTU.1043"
Processing taxon: "OTU.8364"
taxon abs-abundance: 91632
taxon abs-abundance: 113304
Processing taxon: "OTU.1747"
taxon abs-abundance: 140078
Processing taxon: "OTU.499"
taxon abs-abundance: 75816
Processing taxon: "OTU.697"
Processing taxon: "OTU.354"
taxon abs-abundance: 80380
taxon abs-abundance: 292740
Processing taxon: "OTU.474"
taxon abs-abundance: 181168
Processing taxon: "OTU.3657"
Processing taxon: "OTU.2688"
Processing taxon: "OTU.14264"
taxon abs-abundance: 96336
taxon abs-abundance: 104361
Processing taxon: "OTU.897"
taxon abs-abundance: 85593
taxon abs-abundance: 126673
Processing taxon: "OTU.2005"
taxon abs-abundance: 206831
Processing taxon: "OTU.2923"
taxon abs-abundance: 91515
Processing taxon: "OTU.6355"
taxon abs-abundance: 75815
Processing taxon: "OTU.542"
Processing taxon: "OTU.849"
taxon abs-abundance: 158636
taxon abs-abundance: 113197
Processing taxon: "OTU.1168"
Processing taxon: "OTU.688"
taxon abs-abundance: 80316
taxon abs-abundance: 140030
Processing taxon: "OTU.3725"
taxon abs-abundance: 85562
Processing taxon: "OTU.1035"
taxon abs-abundance: 96189
Processing taxon: "OTU.581"
Processing taxon: "OTU.774"
Processing taxon: "OTU.8906"
Processing taxon: "OTU.1081"
taxon abs-abundance: 104346
taxon abs-abundance: 241415
taxon abs-abundance: 75811
taxon abs-abundance: 91494
Processing taxon: "OTU.630"
taxon abs-abundance: 650191
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.109"
taxon abs-abundance: 647214
Processing taxon: "OTU.815"
taxon abs-abundance: 126570
Processing taxon: "OTU.4227"
Processing taxon: "OTU.251"
Processing taxon: "OTU.451"
taxon abs-abundance: 113170
taxon abs-abundance: 367435
taxon abs-abundance: 180917
Processing taxon: "OTU.3398"
taxon abs-abundance: 85544
Processing taxon: "OTU.639"
taxon abs-abundance: 75769
Processing taxon: "OTU.1122"
Processing taxon: "OTU.530"
taxon abs-abundance: 95860
taxon abs-abundance: 158491
Processing taxon: "OTU.969"
taxon abs-abundance: 91424
Processing taxon: "OTU.1018"
Processing taxon: "OTU.11207"
taxon abs-abundance: 104317
taxon abs-abundance: 206824
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.2811"
Processing taxon: "OTU.7381"
taxon abs-abundance: 206251
taxon abs-abundance: 139947
Processing taxon: "OTU.1612"
taxon abs-abundance: 80302
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.4714"
taxon abs-abundance: 80084
Processing taxon: "OTU.6960"
Processing taxon: "OTU.554"
taxon abs-abundance: 292123
Processing taxon: "OTU.967"
taxon abs-abundance: 126569
Processing taxon: "OTU.898"
Processing taxon: "OTU.1175"
taxon abs-abundance: 85524
taxon abs-abundance: 75688
taxon abs-abundance: 113147
Processing taxon: "OTU.585"
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Processing taxon: "OTU.12598"
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WARNING: No bins for taxon; likely caused by no BD KDE
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WARNING: No bins for taxon; likely caused by no BD KDE
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WARNING: No bins for taxon; likely caused by no BD KDE
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WARNING: No bins for taxon; likely caused by no BD KDE
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WARNING: No bins for taxon; likely caused by no BD KDE
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taxon abs-abundance: 85301
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taxon abs-abundance: 85230
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Processing taxon: "OTU.742"
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WARNING: No bins for taxon; likely caused by no BD KDE
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taxon abs-abundance: 139095
taxon abs-abundance: 179994
Processing taxon: "OTU.1219"
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Processing taxon: "OTU.2011"
Processing taxon: "OTU.2541"
taxon abs-abundance: 90481
taxon abs-abundance: 478336
Processing taxon: "OTU.1038"
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Processing taxon: "OTU.11786"
taxon abs-abundance: 90422
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taxon abs-abundance: 138630
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taxon abs-abundance: 238102
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taxon abs-abundance: 75132
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Processing taxon: "OTU.1349"
taxon abs-abundance: 645742
taxon abs-abundance: 288587
Processing taxon: "OTU.817"
Processing taxon: "OTU.61"
taxon abs-abundance: 179253
taxon abs-abundance: 980300
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taxon abs-abundance: 157199
taxon abs-abundance: 75112
Processing taxon: "OTU.5710"
taxon abs-abundance: 138563
Processing taxon: "OTU.2472"
taxon abs-abundance: 75087
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.2661"
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WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.1562"
taxon abs-abundance: 75025
Processing taxon: "OTU.10192"
Processing taxon: "OTU.481"
taxon abs-abundance: 237693
taxon abs-abundance: 178749
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Processing taxon: "OTU.1014"
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taxon abs-abundance: 157116
taxon abs-abundance: 71181
taxon abs-abundance: 138405
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taxon abs-abundance: 75012
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.2817"
taxon abs-abundance: 75006
Processing taxon: "OTU.830"
taxon abs-abundance: 204674
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Processing taxon: "OTU.689"
taxon abs-abundance: 287715
taxon abs-abundance: 476274
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taxon abs-abundance: 71049
Processing taxon: "OTU.3018"
taxon abs-abundance: 75004
Processing taxon: "OTU.512"
taxon abs-abundance: 138378
Processing taxon: "OTU.3212"
taxon abs-abundance: 71046
Processing taxon: "OTU.5830"
taxon abs-abundance: 156974
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taxon abs-abundance: 178734
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taxon abs-abundance: 74981
Processing taxon: "OTU.217"
taxon abs-abundance: 365102
Processing taxon: "OTU.387"
taxon abs-abundance: 237645
Processing taxon: "OTU.1021"
taxon abs-abundance: 71012
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taxon abs-abundance: 203603
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taxon abs-abundance: 74931
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taxon abs-abundance: 71001
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taxon abs-abundance: 156858
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Processing taxon: "OTU.1440"
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taxon abs-abundance: 177537
taxon abs-abundance: 287068
taxon abs-abundance: 74907
Processing taxon: "OTU.1012"
taxon abs-abundance: 70977
Processing taxon: "OTU.7858"
taxon abs-abundance: 644241
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.3332"
taxon abs-abundance: 643299
Processing taxon: "OTU.991"
taxon abs-abundance: 74885
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taxon abs-abundance: 203525
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Processing taxon: "OTU.4901"
taxon abs-abundance: 70961
taxon abs-abundance: 236692
Processing taxon: "OTU.1344"
taxon abs-abundance: 156514
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.7560"
taxon abs-abundance: 155964
Processing taxon: "OTU.1343"
taxon abs-abundance: 74880
Processing taxon: "OTU.2643"
taxon abs-abundance: 70906
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taxon abs-abundance: 473910
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taxon abs-abundance: 364430
Processing taxon: "OTU.2870"
Processing taxon: "OTU.3190"
taxon abs-abundance: 177497
WARNING: No bins for taxon; likely caused by no BD KDE
taxon abs-abundance: 67707
Processing taxon: "OTU.1165"
taxon abs-abundance: 177343
Processing taxon: "OTU.1475"
taxon abs-abundance: 74807
Processing taxon: "OTU.4153"
taxon abs-abundance: 70872
Processing taxon: "OTU.5454"
Processing taxon: "OTU.6036"
Processing taxon: "OTU.1317"
Processing taxon: "OTU.450"
taxon abs-abundance: 286896
taxon abs-abundance: 155606
taxon abs-abundance: 67692
taxon abs-abundance: 203276
Processing taxon: "OTU.7982"
taxon abs-abundance: 74792
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taxon abs-abundance: 70848
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taxon abs-abundance: 236583
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taxon abs-abundance: 67601
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taxon abs-abundance: 74742
Processing taxon: "OTU.9207"
Processing taxon: "OTU.424"
taxon abs-abundance: 70719
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taxon abs-abundance: 177331
taxon abs-abundance: 972155
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taxon abs-abundance: 1679572
Processing taxon: "OTU.12700"
taxon abs-abundance: 67549
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Processing taxon: "OTU.5898"
taxon abs-abundance: 74705
taxon abs-abundance: 70693
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taxon abs-abundance: 202757
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taxon abs-abundance: 67519
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taxon abs-abundance: 70684
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taxon abs-abundance: 235352
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taxon abs-abundance: 363430
taxon abs-abundance: 67473
taxon abs-abundance: 286790
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taxon abs-abundance: 177211
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taxon abs-abundance: 70673
taxon abs-abundance: 74593
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taxon abs-abundance: 67406
taxon abs-abundance: 473306
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Processing taxon: "OTU.707"
taxon abs-abundance: 70584
taxon abs-abundance: 202547
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taxon abs-abundance: 74578
taxon abs-abundance: 642167
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taxon abs-abundance: 67371
Processing taxon: "OTU.350"
taxon abs-abundance: 176712
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taxon abs-abundance: 70577
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.12603"
taxon abs-abundance: 70435
Processing taxon: "OTU.880"
Processing taxon: "OTU.806"
taxon abs-abundance: 74518
taxon abs-abundance: 67299
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.1626"
taxon abs-abundance: 67220
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.1184"
taxon abs-abundance: 67145
Processing taxon: "OTU.321"
taxon abs-abundance: 235185
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taxon abs-abundance: 70424
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Processing taxon: "OTU.1125"
taxon abs-abundance: 285397
taxon abs-abundance: 74396
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taxon abs-abundance: 67091
taxon abs-abundance: 63948
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taxon abs-abundance: 202340
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taxon abs-abundance: 70404
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Processing taxon: "OTU.1481"
taxon abs-abundance: 363141
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.444"
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taxon abs-abundance: 67050
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taxon abs-abundance: 74372
taxon abs-abundance: 362842
taxon abs-abundance: 176221
taxon abs-abundance: 63862
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taxon abs-abundance: 70401
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taxon abs-abundance: 67048
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taxon abs-abundance: 63740
taxon abs-abundance: 74119
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taxon abs-abundance: 234944
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taxon abs-abundance: 70292
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taxon abs-abundance: 66972
taxon abs-abundance: 63739
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taxon abs-abundance: 74102
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taxon abs-abundance: 202323
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taxon abs-abundance: 471748
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taxon abs-abundance: 175962
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Processing taxon: "OTU.10815"
taxon abs-abundance: 285381
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taxon abs-abundance: 70281
taxon abs-abundance: 63649
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taxon abs-abundance: 74061
taxon abs-abundance: 66954
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Processing taxon: "OTU.921"
taxon abs-abundance: 70280
taxon abs-abundance: 63632
Processing taxon: "OTU.2415"
taxon abs-abundance: 73979
Processing taxon: "OTU.7823"
taxon abs-abundance: 234753
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.488"
taxon abs-abundance: 234444
Processing taxon: "OTU.2755"
Processing taxon: "OTU.2819"
Processing taxon: "OTU.850"
taxon abs-abundance: 63618
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taxon abs-abundance: 70265
taxon abs-abundance: 175874
taxon abs-abundance: 361849
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taxon abs-abundance: 202261
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taxon abs-abundance: 66926
taxon abs-abundance: 73922
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taxon abs-abundance: 954340
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taxon abs-abundance: 63516
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taxon abs-abundance: 70159
Processing taxon: "OTU.7256"
taxon abs-abundance: 73922
Processing taxon: "OTU.1802"
taxon abs-abundance: 66886
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Processing taxon: "OTU.1741"
Processing taxon: "OTU.2371"
taxon abs-abundance: 284692
taxon abs-abundance: 63492
taxon abs-abundance: 60748
Processing taxon: "OTU.1052"
taxon abs-abundance: 70147
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taxon abs-abundance: 642149
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taxon abs-abundance: 175686
taxon abs-abundance: 73922
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taxon abs-abundance: 66836
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Processing taxon: "OTU.1880"
Processing taxon: "OTU.410"
taxon abs-abundance: 63429
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taxon abs-abundance: 60657
taxon abs-abundance: 234140
taxon abs-abundance: 201572
Processing taxon: "OTU.11192"
taxon abs-abundance: 70028
Processing taxon: "OTU.3827"
Processing taxon: "OTU.1330"
taxon abs-abundance: 73910
taxon abs-abundance: 66810
Processing taxon: "OTU.1494"
Processing taxon: "OTU.4515"
Processing taxon: "OTU.3116"
taxon abs-abundance: 469732
taxon abs-abundance: 60591
taxon abs-abundance: 63424
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.6906"
taxon abs-abundance: 63422
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taxon abs-abundance: 70010
Processing taxon: "OTU.675"
Processing taxon: "OTU.1187"
Processing taxon: "OTU.1066"
taxon abs-abundance: 66701
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.6549"
taxon abs-abundance: 60591
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.1634"
taxon abs-abundance: 73720
taxon abs-abundance: 60566
taxon abs-abundance: 66695
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.1577"
Processing taxon: "OTU.8468"
taxon abs-abundance: 63328
taxon abs-abundance: 66671
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taxon abs-abundance: 175327
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taxon abs-abundance: 360102
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taxon abs-abundance: 69980
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taxon abs-abundance: 60534
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taxon abs-abundance: 73719
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taxon abs-abundance: 199889
taxon abs-abundance: 63277
taxon abs-abundance: 284337
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taxon abs-abundance: 234089
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taxon abs-abundance: 69939
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taxon abs-abundance: 60484
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Processing taxon: "OTU.666"
taxon abs-abundance: 63249
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taxon abs-abundance: 73649
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taxon abs-abundance: 69884
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taxon abs-abundance: 60477
taxon abs-abundance: 175274
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taxon abs-abundance: 63239
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taxon abs-abundance: 73638
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taxon abs-abundance: 66595
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taxon abs-abundance: 60475
taxon abs-abundance: 69842
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taxon abs-abundance: 199398
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taxon abs-abundance: 63237
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taxon abs-abundance: 73582
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taxon abs-abundance: 66594
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taxon abs-abundance: 60464
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taxon abs-abundance: 232877
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Processing taxon: "OTU.2388"
Processing taxon: "OTU.4702"
taxon abs-abundance: 73563
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WARNING: No bins for taxon; likely caused by no BD KDE
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Processing taxon: "OTU.3832"
taxon abs-abundance: 66460
Processing taxon: "OTU.197"
taxon abs-abundance: 60429
taxon abs-abundance: 466387
Processing taxon: "OTU.3842"
Processing taxon: "OTU.4336"
taxon abs-abundance: 69729
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Processing taxon: "OTU.282"
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Processing taxon: "OTU.135"
Processing taxon: "OTU.4119"
Processing taxon: "OTU.645"
Processing taxon: "OTU.821"
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taxon abs-abundance: 60429
taxon abs-abundance: 66453
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Processing taxon: "OTU.127"
taxon abs-abundance: 641568
Processing taxon: "OTU.945"
Processing taxon: "OTU.10091"
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Processing taxon: "OTU.6113"
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Processing taxon: "OTU.1031"
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Processing taxon: "OTU.1578"
Processing taxon: "OTU.11132"
Processing taxon: "OTU.931"
Processing taxon: "OTU.867"
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taxon abs-abundance: 63031
taxon abs-abundance: 232765
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Processing taxon: "OTU.6436"
taxon abs-abundance: 60429
Processing taxon: "OTU.1354"
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Processing taxon: "OTU.1005"
taxon abs-abundance: 73161
Processing taxon: "OTU.1044"
Processing taxon: "OTU.1817"
Processing taxon: "OTU.12642"
taxon abs-abundance: 62928
taxon abs-abundance: 69583
taxon abs-abundance: 58207
Processing taxon: "OTU.449"
Processing taxon: "OTU.7174"
taxon abs-abundance: 283370
taxon abs-abundance: 60429
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.3218"
Processing taxon: "OTU.4310"
taxon abs-abundance: 60324
taxon abs-abundance: 953498
Processing taxon: "OTU.1643"
taxon abs-abundance: 66220
Processing taxon: "OTU.9115"
taxon abs-abundance: 198617
Processing taxon: "OTU.2733"
taxon abs-abundance: 73122
Processing taxon: "OTU.13391"
taxon abs-abundance: 58207
Processing taxon: "OTU.1511"
taxon abs-abundance: 69552
Processing taxon: "OTU.12190"
Processing taxon: "OTU.836"
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taxon abs-abundance: 60314
Processing taxon: "OTU.6120"
taxon abs-abundance: 173815
Processing taxon: "OTU.3857"
taxon abs-abundance: 66193
Processing taxon: "OTU.1085"
taxon abs-abundance: 73101
Processing taxon: "OTU.1346"
Processing taxon: "OTU.3778"
Processing taxon: "OTU.1642"
taxon abs-abundance: 69533
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.1879"
taxon abs-abundance: 58207
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.5014"
taxon abs-abundance: 69525
taxon abs-abundance: 60290
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.1645"
Processing taxon: "OTU.1235"
taxon abs-abundance: 58207
taxon abs-abundance: 60203
taxon abs-abundance: 232731
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.9211"
taxon abs-abundance: 232428
Processing taxon: "OTU.5367"
Processing taxon: "OTU.8070"
taxon abs-abundance: 357005
Processing taxon: "OTU.1681"
taxon abs-abundance: 62855
taxon abs-abundance: 66169
Processing taxon: "OTU.1848"
taxon abs-abundance: 73079
Processing taxon: "OTU.7583"
Processing taxon: "OTU.491"
Processing taxon: "OTU.3033"
Processing taxon: "OTU.8961"
taxon abs-abundance: 465110
taxon abs-abundance: 58207
taxon abs-abundance: 60189
taxon abs-abundance: 69509
Processing taxon: "OTU.1029"
Processing taxon: "OTU.1215"
taxon abs-abundance: 66167
taxon abs-abundance: 198036
Processing taxon: "OTU.3795"
taxon abs-abundance: 62848
Processing taxon: "OTU.1234"
Processing taxon: "OTU.9641"
Processing taxon: "OTU.2285"
taxon abs-abundance: 73077
taxon abs-abundance: 58207
taxon abs-abundance: 60141
Processing taxon: "OTU.1732"
Processing taxon: "OTU.717"
taxon abs-abundance: 69423
taxon abs-abundance: 283088
Processing taxon: "OTU.1735"
taxon abs-abundance: 66166
Processing taxon: "OTU.3683"
taxon abs-abundance: 62840
Processing taxon: "OTU.1065"
Processing taxon: "OTU.1409"
taxon abs-abundance: 58200
taxon abs-abundance: 60088
Processing taxon: "OTU.1303"
taxon abs-abundance: 73059
Processing taxon: "OTU.1120"
taxon abs-abundance: 69417
Processing taxon: "OTU.1089"
taxon abs-abundance: 66149
Processing taxon: "OTU.527"
taxon abs-abundance: 231010
Processing taxon: "OTU.1485"
Processing taxon: "OTU.3534"
Processing taxon: "OTU.1160"
taxon abs-abundance: 58188
taxon abs-abundance: 60040
taxon abs-abundance: 62830
Processing taxon: "OTU.1584"
taxon abs-abundance: 73054
Processing taxon: "OTU.560"
Processing taxon: "OTU.638"
taxon abs-abundance: 197973
taxon abs-abundance: 69412
Processing taxon: "OTU.2023"
Processing taxon: "OTU.1372"
taxon abs-abundance: 56252
taxon abs-abundance: 640871
Processing taxon: "OTU.1573"
Processing taxon: "OTU.6567"
taxon abs-abundance: 58131
taxon abs-abundance: 60039
Processing taxon: "OTU.4772"
taxon abs-abundance: 62774
Processing taxon: "OTU.1123"
Processing taxon: "OTU.1111"
taxon abs-abundance: 73032
taxon abs-abundance: 69391
Processing taxon: "OTU.786"
Processing taxon: "OTU.2442"
taxon abs-abundance: 356145
taxon abs-abundance: 66091
Processing taxon: "OTU.9326"
taxon abs-abundance: 56204
Processing taxon: "OTU.767"
Processing taxon: "OTU.2492"
taxon abs-abundance: 58104
taxon abs-abundance: 60030
Processing taxon: "OTU.2763"
taxon abs-abundance: 62774
Processing taxon: "OTU.5875"
taxon abs-abundance: 282490
Processing taxon: "OTU.1292"
Processing taxon: "OTU.4498"
Processing taxon: "OTU.3917"
Processing taxon: "OTU.1224"
taxon abs-abundance: 72988
taxon abs-abundance: 69376
taxon abs-abundance: 56203
taxon abs-abundance: 66031
Processing taxon: "OTU.1338"
Processing taxon: "OTU.12311"
taxon abs-abundance: 58076
taxon abs-abundance: 60029
Processing taxon: "OTU.1591"
Processing taxon: "OTU.365"
taxon abs-abundance: 230656
taxon abs-abundance: 62769
Processing taxon: "OTU.12719"
taxon abs-abundance: 196447
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.5837"
taxon abs-abundance: 196447
Processing taxon: "OTU.6106"
taxon abs-abundance: 56161
Processing taxon: "OTU.3121"
Processing taxon: "OTU.1358"
taxon abs-abundance: 65947
Processing taxon: "OTU.1337"
taxon abs-abundance: 69364
Processing taxon: "OTU.1359"
taxon abs-abundance: 72890
Processing taxon: "OTU.1129"
Processing taxon: "OTU.234"
taxon abs-abundance: 58057
taxon abs-abundance: 60015
taxon abs-abundance: 464804
Processing taxon: "OTU.3166"
taxon abs-abundance: 62700
Processing taxon: "OTU.10112"
taxon abs-abundance: 56085
Processing taxon: "OTU.5591"
Processing taxon: "OTU.1182"
taxon abs-abundance: 65922
Processing taxon: "OTU.892"
Processing taxon: "OTU.1678"
taxon abs-abundance: 58045
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.2221"
taxon abs-abundance: 69332
taxon abs-abundance: 60013
Processing taxon: "OTU.2155"
taxon abs-abundance: 58016
taxon abs-abundance: 72803
Processing taxon: "OTU.2061"
taxon abs-abundance: 62604
Processing taxon: "OTU.11577"
taxon abs-abundance: 56085
Processing taxon: "OTU.909"
Processing taxon: "OTU.8066"
Processing taxon: "OTU.1658"
taxon abs-abundance: 65894
taxon abs-abundance: 59980
WARNING: No bins for taxon; likely caused by no BD KDE
taxon abs-abundance: 57980
Processing taxon: "OTU.1145"
Processing taxon: "OTU.1285"
taxon abs-abundance: 59972
taxon abs-abundance: 69246
Processing taxon: "OTU.4326"
taxon abs-abundance: 72712
Processing taxon: "OTU.1024"
Processing taxon: "OTU.7399"
taxon abs-abundance: 62549
taxon abs-abundance: 56085
Processing taxon: "OTU.528"
taxon abs-abundance: 196387
Processing taxon: "OTU.4969"
taxon abs-abundance: 230515
Processing taxon: "OTU.1552"
Processing taxon: "OTU.884"
Processing taxon: "OTU.380"
taxon abs-abundance: 57949
Processing taxon: "OTU.6718"
taxon abs-abundance: 281327
taxon abs-abundance: 65872
taxon abs-abundance: 59972
Processing taxon: "OTU.13773"
Processing taxon: "OTU.8038"
taxon abs-abundance: 355833
taxon abs-abundance: 69199
Processing taxon: "OTU.9808"
Processing taxon: "OTU.1239"
taxon abs-abundance: 56085
taxon abs-abundance: 72710
Processing taxon: "OTU.1509"
taxon abs-abundance: 62292
Processing taxon: "OTU.7469"
Processing taxon: "OTU.1186"
taxon abs-abundance: 59938
taxon abs-abundance: 65851
Processing taxon: "OTU.9937"
Processing taxon: "OTU.1604"
Processing taxon: "OTU.206"
taxon abs-abundance: 56085
taxon abs-abundance: 69184
taxon abs-abundance: 951123
Processing taxon: "OTU.1362"
Processing taxon: "OTU.1102"
Processing taxon: "OTU.7630"
taxon abs-abundance: 57917
taxon abs-abundance: 72689
taxon abs-abundance: 62268
Processing taxon: "OTU.1238"
taxon abs-abundance: 59921
Processing taxon: "OTU.2337"
taxon abs-abundance: 65823
Processing taxon: "OTU.1273"
taxon abs-abundance: 56068
Processing taxon: "OTU.1909"
Processing taxon: "OTU.7511"
taxon abs-abundance: 69183
taxon abs-abundance: 57868
Processing taxon: "OTU.2748"
Processing taxon: "OTU.312"
taxon abs-abundance: 62208
taxon abs-abundance: 196305
Processing taxon: "OTU.3336"
taxon abs-abundance: 72675
Processing taxon: "OTU.1280"
taxon abs-abundance: 59861
Processing taxon: "OTU.2382"
Processing taxon: "OTU.4030"
taxon abs-abundance: 56007
taxon abs-abundance: 65787
Processing taxon: "OTU.624"
taxon abs-abundance: 229895
Processing taxon: "OTU.9159"
taxon abs-abundance: 57858
Processing taxon: "OTU.349"
Processing taxon: "OTU.1225"
taxon abs-abundance: 640600
taxon abs-abundance: 69181
Processing taxon: "OTU.3349"
taxon abs-abundance: 62196
Processing taxon: "OTU.2523"
taxon abs-abundance: 72647
Processing taxon: "OTU.3160"
Processing taxon: "OTU.252"
Processing taxon: "OTU.3895"
taxon abs-abundance: 59825
taxon abs-abundance: 463006
taxon abs-abundance: 55913
Processing taxon: "OTU.862"
Processing taxon: "OTU.7728"
taxon abs-abundance: 65690
taxon abs-abundance: 280565
Processing taxon: "OTU.2702"
taxon abs-abundance: 57835
Processing taxon: "OTU.3819"
Processing taxon: "OTU.802"
taxon abs-abundance: 69079
taxon abs-abundance: 62143
Processing taxon: "OTU.1411"
taxon abs-abundance: 54370
Processing taxon: "OTU.1980"
Processing taxon: "OTU.1032"
Processing taxon: "OTU.863"
taxon abs-abundance: 55885
taxon abs-abundance: 59789
taxon abs-abundance: 72629
Processing taxon: "OTU.2955"
taxon abs-abundance: 65599
Processing taxon: "OTU.378"
Processing taxon: "OTU.609"
taxon abs-abundance: 355516
taxon abs-abundance: 196175
Processing taxon: "OTU.1983"
Processing taxon: "OTU.4340"
Processing taxon: "OTU.2480"
taxon abs-abundance: 62094
taxon abs-abundance: 69025
taxon abs-abundance: 54352
Processing taxon: "OTU.1685"
Processing taxon: "OTU.2712"
taxon abs-abundance: 55855
Processing taxon: "OTU.1890"
taxon abs-abundance: 57803
taxon abs-abundance: 59756
Processing taxon: "OTU.1072"
taxon abs-abundance: 72497
Processing taxon: "OTU.11090"
taxon abs-abundance: 65581
Processing taxon: "OTU.6327"
Processing taxon: "OTU.974"
Processing taxon: "OTU.1963"
taxon abs-abundance: 54351
taxon abs-abundance: 229543
Processing taxon: "OTU.2822"
taxon abs-abundance: 62085
Processing taxon: "OTU.881"
taxon abs-abundance: 55814
Processing taxon: "OTU.766"
taxon abs-abundance: 68986
Processing taxon: "OTU.13449"
taxon abs-abundance: 57778
taxon abs-abundance: 59677
Processing taxon: "OTU.1141"
taxon abs-abundance: 72408
Processing taxon: "OTU.1228"
taxon abs-abundance: 65572
Processing taxon: "OTU.5510"
taxon abs-abundance: 54344
Processing taxon: "OTU.1863"
Processing taxon: "OTU.13682"
taxon abs-abundance: 55779
taxon abs-abundance: 62070
Processing taxon: "OTU.9408"
Processing taxon: "OTU.980"
Processing taxon: "OTU.1004"
taxon abs-abundance: 57712
taxon abs-abundance: 59665
taxon abs-abundance: 68978
Processing taxon: "OTU.1772"
Processing taxon: "OTU.1092"
Processing taxon: "OTU.2735"
taxon abs-abundance: 65548
taxon abs-abundance: 72359
Processing taxon: "OTU.589"
taxon abs-abundance: 54318
taxon abs-abundance: 280089
Processing taxon: "OTU.2625"
taxon abs-abundance: 55779
Processing taxon: "OTU.3155"
taxon abs-abundance: 62057
Processing taxon: "OTU.2222"
Processing taxon: "OTU.2340"
taxon abs-abundance: 57708
taxon abs-abundance: 59632
Processing taxon: "OTU.4251"
Processing taxon: "OTU.695"
taxon abs-abundance: 68964
taxon abs-abundance: 1654300
Processing taxon: "OTU.1568"
Processing taxon: "OTU.2101"
taxon abs-abundance: 54307
taxon abs-abundance: 65539
Processing taxon: "OTU.2707"
Processing taxon: "OTU.1847"
taxon abs-abundance: 55744
taxon abs-abundance: 72289
Processing taxon: "OTU.1335"
Processing taxon: "OTU.838"
taxon abs-abundance: 57653
taxon abs-abundance: 59620
Processing taxon: "OTU.4165"
taxon abs-abundance: 62041
Processing taxon: "OTU.925"
Processing taxon: "OTU.8004"
taxon abs-abundance: 68879
taxon abs-abundance: 229234
Processing taxon: "OTU.1784"
taxon abs-abundance: 54280
Processing taxon: "OTU.6324"
Processing taxon: "OTU.12587"
taxon abs-abundance: 55726
taxon abs-abundance: 65497
Processing taxon: "OTU.1030"
taxon abs-abundance: 72139
Processing taxon: "OTU.11172"
Processing taxon: "OTU.4347"
Processing taxon: "OTU.11322"
Processing taxon: "OTU.173"
taxon abs-abundance: 57605
taxon abs-abundance: 59611
taxon abs-abundance: 461341
taxon abs-abundance: 354709
Processing taxon: "OTU.1787"
taxon abs-abundance: 61960
Processing taxon: "OTU.7259"
Processing taxon: "OTU.1214"
taxon abs-abundance: 54243
taxon abs-abundance: 68707
Processing taxon: "OTU.2512"
taxon abs-abundance: 55694
Processing taxon: "OTU.2132"
taxon abs-abundance: 65495
Processing taxon: "OTU.2316"
Processing taxon: "OTU.3523"
Processing taxon: "OTU.11528"
taxon abs-abundance: 72090
taxon abs-abundance: 57605
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.3564"
taxon abs-abundance: 59596
taxon abs-abundance: 57605
Processing taxon: "OTU.7350"
Processing taxon: "OTU.2210"
taxon abs-abundance: 61960
taxon abs-abundance: 54191
Processing taxon: "OTU.1895"
taxon abs-abundance: 55684
Processing taxon: "OTU.2987"
taxon abs-abundance: 68673
Processing taxon: "OTU.10228"
taxon abs-abundance: 65355
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.784"
taxon abs-abundance: 65317
Processing taxon: "OTU.9052"
Processing taxon: "OTU.11931"
taxon abs-abundance: 278461
Processing taxon: "OTU.4001"
taxon abs-abundance: 59596
taxon abs-abundance: 57605
Processing taxon: "OTU.4552"
Processing taxon: "OTU.1269"
Processing taxon: "OTU.5575"
taxon abs-abundance: 72060
taxon abs-abundance: 54171
taxon abs-abundance: 639178
Processing taxon: "OTU.1698"
Processing taxon: "OTU.1571"
taxon abs-abundance: 61922
taxon abs-abundance: 55671
Processing taxon: "OTU.1305"
taxon abs-abundance: 68668
Processing taxon: "OTU.785"
taxon abs-abundance: 228876
Processing taxon: "OTU.1262"
taxon abs-abundance: 65292
Processing taxon: "OTU.6971"
Processing taxon: "OTU.3296"
taxon abs-abundance: 57605
taxon abs-abundance: 54161
Processing taxon: "OTU.2404"
Processing taxon: "OTU.1588"
Processing taxon: "OTU.879"
taxon abs-abundance: 55647
taxon abs-abundance: 72019
taxon abs-abundance: 61802
Processing taxon: "OTU.3856"
taxon abs-abundance: 59596
Processing taxon: "OTU.11508"
taxon abs-abundance: 68666
Processing taxon: "OTU.8518"
Processing taxon: "OTU.2990"
taxon abs-abundance: 65284
Processing taxon: "OTU.2836"
taxon abs-abundance: 54152
taxon abs-abundance: 57548
Processing taxon: "OTU.1501"
taxon abs-abundance: 55619
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.1221"
Processing taxon: "OTU.6117"
taxon abs-abundance: 55585
Processing taxon: "OTU.1928"
taxon abs-abundance: 52238
taxon abs-abundance: 61777
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.4942"
Processing taxon: "OTU.7538"
taxon abs-abundance: 61777
Processing taxon: "OTU.4149"
taxon abs-abundance: 72018
taxon abs-abundance: 59596
Processing taxon: "OTU.178"
taxon abs-abundance: 932197
Processing taxon: "OTU.5577"
Processing taxon: "OTU.1864"
taxon abs-abundance: 68605
taxon abs-abundance: 54112
Processing taxon: "OTU.10483"
Processing taxon: "OTU.2411"
taxon abs-abundance: 65241
taxon abs-abundance: 57540
Processing taxon: "OTU.2202"
Processing taxon: "OTU.2506"
taxon abs-abundance: 55572
taxon abs-abundance: 52216
Processing taxon: "OTU.1419"
Processing taxon: "OTU.2343"
taxon abs-abundance: 354664
Processing taxon: "OTU.8441"
taxon abs-abundance: 61769
taxon abs-abundance: 59596
Processing taxon: "OTU.8228"
taxon abs-abundance: 71913
Processing taxon: "OTU.1808"
taxon abs-abundance: 53988
Processing taxon: "OTU.1821"
taxon abs-abundance: 68581
Processing taxon: "OTU.2383"
Processing taxon: "OTU.1251"
Processing taxon: "OTU.1297"
Processing taxon: "OTU.13492"
taxon abs-abundance: 57512
taxon abs-abundance: 52187
taxon abs-abundance: 65140
taxon abs-abundance: 55570
Processing taxon: "OTU.259"
Processing taxon: "OTU.3065"
taxon abs-abundance: 278283
taxon abs-abundance: 228455
Processing taxon: "OTU.1301"
Processing taxon: "OTU.9186"
taxon abs-abundance: 61764
taxon abs-abundance: 59596
Processing taxon: "OTU.2240"
Processing taxon: "OTU.4812"
taxon abs-abundance: 53876
taxon abs-abundance: 71824
Processing taxon: "OTU.12079"
Processing taxon: "OTU.6017"
Processing taxon: "OTU.4190"
Processing taxon: "OTU.1856"
taxon abs-abundance: 55546
taxon abs-abundance: 68577
taxon abs-abundance: 458037
taxon abs-abundance: 57474
Processing taxon: "OTU.7934"
taxon abs-abundance: 65055
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taxon abs-abundance: 52165
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Processing taxon: "OTU.6262"
Processing taxon: "OTU.13377"
taxon abs-abundance: 59549
taxon abs-abundance: 61652
taxon abs-abundance: 53864
Processing taxon: "OTU.2095"
Processing taxon: "OTU.988"
taxon abs-abundance: 55525
taxon abs-abundance: 71786
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taxon abs-abundance: 57441
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Processing taxon: "OTU.6110"
taxon abs-abundance: 68515
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WARNING: No bins for taxon; likely caused by no BD KDE
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taxon abs-abundance: 52067
Processing taxon: "OTU.2696"
Processing taxon: "OTU.2025"
Processing taxon: "OTU.1137"
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Processing taxon: "OTU.1836"
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Processing taxon: "OTU.1007"
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taxon abs-abundance: 71725
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Processing taxon: "OTU.1536"
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taxon abs-abundance: 59466
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Processing taxon: "OTU.379"
taxon abs-abundance: 55486
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WARNING: No bins for taxon; likely caused by no BD KDE
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taxon abs-abundance: 228102
Processing taxon: "OTU.1220"
taxon abs-abundance: 57423
Processing taxon: "OTU.8204"
Processing taxon: "OTU.2569"
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Processing taxon: "OTU.1543"
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Processing taxon: "OTU.270"
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Processing taxon: "OTU.9664"
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Processing taxon: "OTU.1441"
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Processing taxon: "OTU.811"
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Processing taxon: "OTU.3541"
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Processing taxon: "OTU.4366"
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Processing taxon: "OTU.5712"
Processing taxon: "OTU.8233"
taxon abs-abundance: 633796
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WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.3892"
Processing taxon: "OTU.2006"
taxon abs-abundance: 52004
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Processing taxon: "OTU.1493"
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Processing taxon: "OTU.12804"
Processing taxon: "OTU.1279"
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taxon abs-abundance: 71644
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WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.4242"
taxon abs-abundance: 68148
Processing taxon: "OTU.1859"
taxon abs-abundance: 61547
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Processing taxon: "OTU.2695"
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Processing taxon: "OTU.2886"
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Processing taxon: "OTU.495"
taxon abs-abundance: 227913
Processing taxon: "OTU.1667"
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Processing taxon: "OTU.5659"
taxon abs-abundance: 64802
Processing taxon: "OTU.1051"
taxon abs-abundance: 71643
Processing taxon: "OTU.2395"
Processing taxon: "OTU.1881"
Processing taxon: "OTU.4978"
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WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.1640"
taxon abs-abundance: 61495
taxon abs-abundance: 51983
Processing taxon: "OTU.5093"
taxon abs-abundance: 68075
Processing taxon: "OTU.1173"
Processing taxon: "OTU.1156"
taxon abs-abundance: 50421
Processing taxon: "OTU.1608"
Processing taxon: "OTU.331"
taxon abs-abundance: 59370
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taxon abs-abundance: 451762
Processing taxon: "OTU.5820"
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Processing taxon: "OTU.3446"
taxon abs-abundance: 64749
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Processing taxon: "OTU.2054"
Processing taxon: "OTU.2269"
Processing taxon: "OTU.1308"
Processing taxon: "OTU.780"
taxon abs-abundance: 50406
taxon abs-abundance: 71631
Processing taxon: "OTU.1720"
taxon abs-abundance: 61494
taxon abs-abundance: 276854
Processing taxon: "OTU.4856"
Processing taxon: "OTU.1857"
taxon abs-abundance: 53682
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.1603"
taxon abs-abundance: 68066
Processing taxon: "OTU.2017"
taxon abs-abundance: 59336
taxon abs-abundance: 53665
taxon abs-abundance: 57281
Processing taxon: "OTU.6180"
taxon abs-abundance: 55367
Processing taxon: "OTU.840"
Processing taxon: "OTU.11208"
taxon abs-abundance: 51959
Processing taxon: "OTU.13605"
taxon abs-abundance: 64679
taxon abs-abundance: 50350
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.7550"
taxon abs-abundance: 50346
Processing taxon: "OTU.5640"
taxon abs-abundance: 61481
Processing taxon: "OTU.4845"
Processing taxon: "OTU.799"
Processing taxon: "OTU.3356"
Processing taxon: "OTU.10124"
taxon abs-abundance: 59334
taxon abs-abundance: 71616
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taxon abs-abundance: 67996
Processing taxon: "OTU.2308"
taxon abs-abundance: 55347
Processing taxon: "OTU.1853"
Processing taxon: "OTU.11076"
taxon abs-abundance: 53636
taxon abs-abundance: 353091
Processing taxon: "OTU.11989"
taxon abs-abundance: 51941
Processing taxon: "OTU.7798"
taxon abs-abundance: 50299
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.7712"
Processing taxon: "OTU.3180"
taxon abs-abundance: 50284
taxon abs-abundance: 64654
Processing taxon: "OTU.595"
taxon abs-abundance: 227559
Processing taxon: "OTU.3344"
Processing taxon: "OTU.10638"
taxon abs-abundance: 61416
Processing taxon: "OTU.3621"
taxon abs-abundance: 59263
Processing taxon: "OTU.4421"
taxon abs-abundance: 57255
Processing taxon: "OTU.690"
Processing taxon: "OTU.14126"
taxon abs-abundance: 55309
taxon abs-abundance: 67956
taxon abs-abundance: 71569
Processing taxon: "OTU.1300"
taxon abs-abundance: 51922
Processing taxon: "OTU.1350"
taxon abs-abundance: 53614
Processing taxon: "OTU.2586"
Processing taxon: "OTU.4560"
taxon abs-abundance: 64630
taxon abs-abundance: 50271
Processing taxon: "OTU.2568"
Processing taxon: "OTU.7759"
Processing taxon: "OTU.1015"
taxon abs-abundance: 61406
Processing taxon: "OTU.6411"
taxon abs-abundance: 59237
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Processing taxon: "OTU.2494"
Processing taxon: "OTU.865"
taxon abs-abundance: 51904
Processing taxon: "OTU.3898"
taxon abs-abundance: 67937
taxon abs-abundance: 71551
Processing taxon: "OTU.203"
taxon abs-abundance: 923603
Processing taxon: "OTU.2078"
Processing taxon: "OTU.1154"
taxon abs-abundance: 64612
Processing taxon: "OTU.3046"
taxon abs-abundance: 50258
Processing taxon: "OTU.1985"
Processing taxon: "OTU.1935"
Processing taxon: "OTU.6030"
taxon abs-abundance: 59208
taxon abs-abundance: 55303
taxon abs-abundance: 61397
Processing taxon: "OTU.2151"
taxon abs-abundance: 57209
taxon abs-abundance: 51900
Processing taxon: "OTU.502"
taxon abs-abundance: 276252
Processing taxon: "OTU.3187"
taxon abs-abundance: 67936
Processing taxon: "OTU.1691"
Processing taxon: "OTU.7221"
taxon abs-abundance: 71461
taxon abs-abundance: 53607
Processing taxon: "OTU.7580"
taxon abs-abundance: 50257
Processing taxon: "OTU.1530"
Processing taxon: "OTU.13408"
Processing taxon: "OTU.992"
taxon abs-abundance: 64583
taxon abs-abundance: 55286
Processing taxon: "OTU.1517"
taxon abs-abundance: 51895
Processing taxon: "OTU.1261"
taxon abs-abundance: 61370
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Processing taxon: "OTU.3742"
taxon abs-abundance: 227240
Processing taxon: "OTU.11391"
Processing taxon: "OTU.943"
taxon abs-abundance: 67925
taxon abs-abundance: 59163
Processing taxon: "OTU.2100"
Processing taxon: "OTU.1201"
taxon abs-abundance: 71412
taxon abs-abundance: 50248
Processing taxon: "OTU.4271"
Processing taxon: "OTU.2199"
taxon abs-abundance: 55277
Processing taxon: "OTU.3841"
taxon abs-abundance: 51892
Processing taxon: "OTU.3035"
taxon abs-abundance: 450369
taxon abs-abundance: 64511
Processing taxon: "OTU.4200"
Processing taxon: "OTU.10694"
taxon abs-abundance: 61347
taxon abs-abundance: 57136
Processing taxon: "OTU.861"
taxon abs-abundance: 53599
Processing taxon: "OTU.1290"
Processing taxon: "OTU.148"
Processing taxon: "OTU.714"
taxon abs-abundance: 50223
taxon abs-abundance: 629547
taxon abs-abundance: 67922
Processing taxon: "OTU.1116"
Processing taxon: "OTU.5556"
Processing taxon: "OTU.393"
Processing taxon: "OTU.1834"
taxon abs-abundance: 51888
taxon abs-abundance: 55277
taxon abs-abundance: 352722
taxon abs-abundance: 71362
Processing taxon: "OTU.1400"
Processing taxon: "OTU.1736"
Processing taxon: "OTU.1641"
taxon abs-abundance: 64431
taxon abs-abundance: 61335
taxon abs-abundance: 57121
Processing taxon: "OTU.4581"
Processing taxon: "OTU.9923"
Processing taxon: "OTU.4079"
Processing taxon: "OTU.6432"
taxon abs-abundance: 51874
taxon abs-abundance: 59158
taxon abs-abundance: 55263
taxon abs-abundance: 67911
Processing taxon: "OTU.809"
taxon abs-abundance: 71321
Processing taxon: "OTU.1491"
Processing taxon: "OTU.2096"
Processing taxon: "OTU.1252"
Processing taxon: "OTU.6399"
taxon abs-abundance: 50213
Processing taxon: "OTU.1390"
Processing taxon: "OTU.11860"
taxon abs-abundance: 64430
taxon abs-abundance: 57108
taxon abs-abundance: 61319
taxon abs-abundance: 48933
taxon abs-abundance: 53565
Processing taxon: "OTU.156"
Processing taxon: "OTU.2771"
taxon abs-abundance: 1632724
Processing taxon: "OTU.376"
taxon abs-abundance: 275949
taxon abs-abundance: 51862
Processing taxon: "OTU.5717"
taxon abs-abundance: 55263
Processing taxon: "OTU.1620"
Processing taxon: "OTU.5459"
taxon abs-abundance: 67897
taxon abs-abundance: 50212
Processing taxon: "OTU.12589"
Processing taxon: "OTU.680"
taxon abs-abundance: 57081
Processing taxon: "OTU.2292"
taxon abs-abundance: 71206
Processing taxon: "OTU.1476"
taxon abs-abundance: 64416
taxon abs-abundance: 61297
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.3016"
taxon abs-abundance: 61294
Processing taxon: "OTU.1084"
Processing taxon: "OTU.3124"
taxon abs-abundance: 51811
taxon abs-abundance: 59116
Processing taxon: "OTU.9400"
Processing taxon: "OTU.4345"
taxon abs-abundance: 55263
taxon abs-abundance: 48905
Processing taxon: "OTU.7450"
Processing taxon: "OTU.10358"
taxon abs-abundance: 53537
taxon abs-abundance: 50104
Processing taxon: "OTU.7891"
taxon abs-abundance: 67892
Processing taxon: "OTU.1067"
taxon abs-abundance: 57041
Processing taxon: "OTU.1406"
Processing taxon: "OTU.1416"
Processing taxon: "OTU.1962"
Processing taxon: "OTU.2873"
taxon abs-abundance: 64386
WARNING: No bins for taxon; likely caused by no BD KDE
taxon abs-abundance: 71184
Processing taxon: "OTU.2684"
taxon abs-abundance: 61293
taxon abs-abundance: 51798
taxon abs-abundance: 64371
Processing taxon: "OTU.6719"
Processing taxon: "OTU.2830"
taxon abs-abundance: 48899
taxon abs-abundance: 55203
Processing taxon: "OTU.1190"
Processing taxon: "OTU.1370"
Processing taxon: "OTU.3627"
taxon abs-abundance: 59110
taxon abs-abundance: 50062
taxon abs-abundance: 226607
Processing taxon: "OTU.1877"
taxon abs-abundance: 53502
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Processing taxon: "OTU.3690"
taxon abs-abundance: 67857
taxon abs-abundance: 56996
Processing taxon: "OTU.2241"
taxon abs-abundance: 51694
Processing taxon: "OTU.1883"
Processing taxon: "OTU.6090"
taxon abs-abundance: 48876
Processing taxon: "OTU.1424"
Processing taxon: "OTU.2289"
taxon abs-abundance: 61289
taxon abs-abundance: 64279
Processing taxon: "OTU.1923"
taxon abs-abundance: 55191
taxon abs-abundance: 50045
Processing taxon: "OTU.1090"
taxon abs-abundance: 59080
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Processing taxon: "OTU.3678"
Processing taxon: "OTU.2761"
taxon abs-abundance: 51688
taxon abs-abundance: 56993
Processing taxon: "OTU.2182"
Processing taxon: "OTU.5737"
taxon abs-abundance: 48871
Processing taxon: "OTU.1916"
taxon abs-abundance: 67801
taxon abs-abundance: 53473
taxon abs-abundance: 349840
Processing taxon: "OTU.4199"
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taxon abs-abundance: 55184
taxon abs-abundance: 50042
Processing taxon: "OTU.1144"
taxon abs-abundance: 64170
Processing taxon: "OTU.7329"
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.1932"
taxon abs-abundance: 64124
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.920"
taxon abs-abundance: 61271
taxon abs-abundance: 64090
Processing taxon: "OTU.299"
Processing taxon: "OTU.1205"
Processing taxon: "OTU.3342"
taxon abs-abundance: 449772
taxon abs-abundance: 59054
taxon abs-abundance: 275263
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taxon abs-abundance: 48867
Processing taxon: "OTU.12632"
Processing taxon: "OTU.3648"
taxon abs-abundance: 51674
taxon abs-abundance: 56970
Processing taxon: "OTU.4850"
Processing taxon: "OTU.1757"
Processing taxon: "OTU.2280"
taxon abs-abundance: 50042
taxon abs-abundance: 55181
taxon abs-abundance: 67793
Processing taxon: "OTU.6570"
Processing taxon: "OTU.1477"
taxon abs-abundance: 61183
Processing taxon: "OTU.1586"
taxon abs-abundance: 64045
taxon abs-abundance: 53456
Processing taxon: "OTU.3131"
Processing taxon: "OTU.1288"
taxon abs-abundance: 48812
taxon abs-abundance: 59034
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.8756"
taxon abs-abundance: 59020
Processing taxon: "OTU.1049"
Processing taxon: "OTU.13207"
taxon abs-abundance: 56941
taxon abs-abundance: 51665
Processing taxon: "OTU.1994"
Processing taxon: "OTU.438"
taxon abs-abundance: 55085
taxon abs-abundance: 226591
Processing taxon: "OTU.7977"
Processing taxon: "OTU.7604"
Processing taxon: "OTU.1855"
Processing taxon: "OTU.1073"
taxon abs-abundance: 61137
Processing taxon: "OTU.733"
taxon abs-abundance: 53386
taxon abs-abundance: 48763
taxon abs-abundance: 50033
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.3157"
taxon abs-abundance: 64011
taxon abs-abundance: 50023
Processing taxon: "OTU.2206"
taxon abs-abundance: 58993
Processing taxon: "OTU.1621"
Processing taxon: "OTU.1124"
Processing taxon: "OTU.1630"
taxon abs-abundance: 51662
taxon abs-abundance: 56929
taxon abs-abundance: 55085
Processing taxon: "OTU.2130"
Processing taxon: "OTU.5752"
taxon abs-abundance: 48763
Processing taxon: "OTU.4060"
taxon abs-abundance: 53360
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taxon abs-abundance: 50016
taxon abs-abundance: 61125
Processing taxon: "OTU.2149"
taxon abs-abundance: 63995
Processing taxon: "OTU.7014"
Processing taxon: "OTU.2662"
Processing taxon: "OTU.8266"
taxon abs-abundance: 51612
taxon abs-abundance: 55080
Processing taxon: "OTU.2533"
taxon abs-abundance: 56885
Processing taxon: "OTU.7596"
taxon abs-abundance: 47100
taxon abs-abundance: 58981
Processing taxon: "OTU.3518"
taxon abs-abundance: 48756
Processing taxon: "OTU.6471"
Processing taxon: "OTU.3276"
taxon abs-abundance: 50016
taxon abs-abundance: 53355
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.4393"
taxon abs-abundance: 53355
Processing taxon: "OTU.1806"
taxon abs-abundance: 61092
Processing taxon: "OTU.904"
Processing taxon: "OTU.333"
taxon abs-abundance: 63989
taxon abs-abundance: 627594
Processing taxon: "OTU.3480"
Processing taxon: "OTU.2905"
Processing taxon: "OTU.2033"
taxon abs-abundance: 55036
Processing taxon: "OTU.1996"
taxon abs-abundance: 47100
taxon abs-abundance: 51612
taxon abs-abundance: 56868
Processing taxon: "OTU.9264"
Processing taxon: "OTU.2247"
taxon abs-abundance: 275213
Processing taxon: "OTU.1177"
taxon abs-abundance: 48732
taxon abs-abundance: 58937
Processing taxon: "OTU.3779"
taxon abs-abundance: 49964
Processing taxon: "OTU.242"
taxon abs-abundance: 348855
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.7103"
Processing taxon: "OTU.2644"
taxon abs-abundance: 348650
Processing taxon: "OTU.2928"
Processing taxon: "OTU.196"
taxon abs-abundance: 61068
Processing taxon: "OTU.9785"
taxon abs-abundance: 47100
taxon abs-abundance: 921459
Processing taxon: "OTU.1618"
taxon abs-abundance: 55029
taxon abs-abundance: 51552
Processing taxon: "OTU.889"
Processing taxon: "OTU.2364"
Processing taxon: "OTU.1966"
taxon abs-abundance: 53352
taxon abs-abundance: 48711
taxon abs-abundance: 56851
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.4699"
taxon abs-abundance: 56820
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.7685"
Processing taxon: "OTU.1829"
taxon abs-abundance: 56817
taxon abs-abundance: 58877
Processing taxon: "OTU.4014"
taxon abs-abundance: 49958
Processing taxon: "OTU.3829"
taxon abs-abundance: 47100
Processing taxon: "OTU.1036"
Processing taxon: "OTU.10804"
Processing taxon: "OTU.1397"
taxon abs-abundance: 60986
Processing taxon: "OTU.2060"
taxon abs-abundance: 51552
taxon abs-abundance: 55015
taxon abs-abundance: 48704
Processing taxon: "OTU.7301"
taxon abs-abundance: 53351
Processing taxon: "OTU.1567"
Processing taxon: "OTU.1506"
taxon abs-abundance: 58787
taxon abs-abundance: 56783
Processing taxon: "OTU.3970"
taxon abs-abundance: 47100
Processing taxon: "OTU.752"
taxon abs-abundance: 49952
Processing taxon: "OTU.340"
Processing taxon: "OTU.1644"
Processing taxon: "OTU.1650"
taxon abs-abundance: 449326
taxon abs-abundance: 48655
taxon abs-abundance: 54982
Processing taxon: "OTU.4175"
taxon abs-abundance: 60934
Processing taxon: "OTU.4740"
taxon abs-abundance: 53337
Processing taxon: "OTU.2639"
Processing taxon: "OTU.1054"
Processing taxon: "OTU.4186"
Processing taxon: "OTU.7006"
taxon abs-abundance: 58782
taxon abs-abundance: 56756
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.2599"
taxon abs-abundance: 47100
taxon abs-abundance: 56751
taxon abs-abundance: 51548
Processing taxon: "OTU.7608"
taxon abs-abundance: 49948
Processing taxon: "OTU.14355"
taxon abs-abundance: 48595
Processing taxon: "OTU.1534"
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.4809"
taxon abs-abundance: 48581
taxon abs-abundance: 54950
Processing taxon: "OTU.1737"
taxon abs-abundance: 60911
Processing taxon: "OTU.4243"
taxon abs-abundance: 47100
Processing taxon: "OTU.3675"
Processing taxon: "OTU.1861"
taxon abs-abundance: 58741
Processing taxon: "OTU.3941"
Processing taxon: "OTU.1541"
Processing taxon: "OTU.8989"
taxon abs-abundance: 51524
taxon abs-abundance: 49943
taxon abs-abundance: 53336
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.2380"
taxon abs-abundance: 56750
taxon abs-abundance: 53336
Processing taxon: "OTU.5679"
Processing taxon: "OTU.1815"
taxon abs-abundance: 275001
taxon abs-abundance: 48572
Processing taxon: "OTU.5609"
taxon abs-abundance: 54890
Processing taxon: "OTU.761"
Processing taxon: "OTU.4307"
taxon abs-abundance: 60901
taxon abs-abundance: 47100
Processing taxon: "OTU.1513"
Processing taxon: "OTU.2253"
Processing taxon: "OTU.3538"
taxon abs-abundance: 51459
taxon abs-abundance: 49873
taxon abs-abundance: 58737
Processing taxon: "OTU.2049"
Processing taxon: "OTU.1028"
taxon abs-abundance: 48571
taxon abs-abundance: 53323
Processing taxon: "OTU.1423"
Processing taxon: "OTU.3702"
taxon abs-abundance: 54878
taxon abs-abundance: 56742
Processing taxon: "OTU.4448"
taxon abs-abundance: 47100
Processing taxon: "OTU.2908"
Processing taxon: "OTU.1210"
taxon abs-abundance: 60892
Processing taxon: "OTU.1797"
taxon abs-abundance: 51452
Processing taxon: "OTU.420"
taxon abs-abundance: 49866
Processing taxon: "OTU.1913"
taxon abs-abundance: 347869
Processing taxon: "OTU.2580"
taxon abs-abundance: 58513
Processing taxon: "OTU.1606"
taxon abs-abundance: 48571
taxon abs-abundance: 53310
Processing taxon: "OTU.1159"
taxon abs-abundance: 54873
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.3823"
Processing taxon: "OTU.4695"
taxon abs-abundance: 54873
taxon abs-abundance: 47100
Processing taxon: "OTU.4"
taxon abs-abundance: 10192425
Processing taxon: "OTU.9695"
Processing taxon: "OTU.8565"
Processing taxon: "OTU.3064"
taxon abs-abundance: 51445
taxon abs-abundance: 49849
Processing taxon: "OTU.5281"
taxon abs-abundance: 60888
taxon abs-abundance: 48555
Processing taxon: "OTU.5435"
Processing taxon: "OTU.6172"
taxon abs-abundance: 58481
Processing taxon: "OTU.5930"
taxon abs-abundance: 53269
taxon abs-abundance: 56722
Processing taxon: "OTU.4843"
Processing taxon: "OTU.2035"
taxon abs-abundance: 47100
taxon abs-abundance: 54854
Processing taxon: "OTU.14111"
taxon abs-abundance: 51427
Processing taxon: "OTU.998"
Processing taxon: "OTU.10207"
taxon abs-abundance: 48522
Processing taxon: "OTU.7739"
taxon abs-abundance: 49816
taxon abs-abundance: 60863
Processing taxon: "OTU.1427"
Processing taxon: "OTU.3151"
taxon abs-abundance: 58448
Processing taxon: "OTU.2203"
Processing taxon: "OTU.4889"
taxon abs-abundance: 53230
taxon abs-abundance: 56670
taxon abs-abundance: 47100
Processing taxon: "OTU.5106"
taxon abs-abundance: 54840
Processing taxon: "OTU.1795"
Processing taxon: "OTU.2932"
Processing taxon: "OTU.9274"
taxon abs-abundance: 51396
Processing taxon: "OTU.6658"
taxon abs-abundance: 48503
taxon abs-abundance: 46301
taxon abs-abundance: 273228
Processing taxon: "OTU.5001"
Processing taxon: "OTU.1680"
Processing taxon: "OTU.2604"
Processing taxon: "OTU.1674"
taxon abs-abundance: 47100
taxon abs-abundance: 60825
taxon abs-abundance: 53177
Processing taxon: "OTU.876"
taxon abs-abundance: 58435
taxon abs-abundance: 56644
Processing taxon: "OTU.3586"
taxon abs-abundance: 54839
Processing taxon: "OTU.288"
Processing taxon: "OTU.1438"
Processing taxon: "OTU.1231"
taxon abs-abundance: 623833
Processing taxon: "OTU.8948"
Processing taxon: "OTU.1766"
taxon abs-abundance: 49807
taxon abs-abundance: 51354
taxon abs-abundance: 48483
taxon abs-abundance: 46256
Processing taxon: "OTU.238"
taxon abs-abundance: 447908
Processing taxon: "OTU.5277"
taxon abs-abundance: 47100
Processing taxon: "OTU.4656"
taxon abs-abundance: 53161
Processing taxon: "OTU.1284"
Processing taxon: "OTU.959"
Processing taxon: "OTU.2914"
taxon abs-abundance: 58434
taxon abs-abundance: 60777
taxon abs-abundance: 56628
Processing taxon: "OTU.2925"
taxon abs-abundance: 54802
Processing taxon: "OTU.2396"
Processing taxon: "OTU.1027"
Processing taxon: "OTU.1785"
Processing taxon: "OTU.1172"
taxon abs-abundance: 46249
taxon abs-abundance: 48453
taxon abs-abundance: 49792
taxon abs-abundance: 51336
Processing taxon: "OTU.5595"
taxon abs-abundance: 47100
Processing taxon: "OTU.9041"
taxon abs-abundance: 53133
Processing taxon: "OTU.2809"
Processing taxon: "OTU.3930"
Processing taxon: "OTU.1760"
Processing taxon: "OTU.5471"
taxon abs-abundance: 58405
Processing taxon: "OTU.514"
taxon abs-abundance: 56628
Processing taxon: "OTU.1700"
taxon abs-abundance: 54778
WARNING: No bins for taxon; likely caused by no BD KDE
taxon abs-abundance: 46214
Processing taxon: "OTU.1152"
taxon abs-abundance: 60768
Processing taxon: "OTU.2048"
Processing taxon: "OTU.1209"
taxon abs-abundance: 54753
taxon abs-abundance: 48444
taxon abs-abundance: 49774
taxon abs-abundance: 51309
Processing taxon: "OTU.740"
Processing taxon: "OTU.5643"
taxon abs-abundance: 344660
taxon abs-abundance: 47100
Processing taxon: "OTU.1868"
taxon abs-abundance: 53104
Processing taxon: "OTU.3938"
taxon abs-abundance: 46204
Processing taxon: "OTU.4770"
Processing taxon: "OTU.2248"
Processing taxon: "OTU.7320"
Processing taxon: "OTU.5804"
taxon abs-abundance: 48441
Processing taxon: "OTU.7746"
Processing taxon: "OTU.6550"
taxon abs-abundance: 58403
taxon abs-abundance: 56620
taxon abs-abundance: 49774
taxon abs-abundance: 54734
taxon abs-abundance: 51302
Processing taxon: "OTU.5699"
taxon abs-abundance: 47100
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.5977"
taxon abs-abundance: 47100
Processing taxon: "OTU.1906"
taxon abs-abundance: 46131
Processing taxon: "OTU.1846"
Processing taxon: "OTU.2749"
taxon abs-abundance: 53104
Processing taxon: "OTU.3714"
taxon abs-abundance: 48440
Processing taxon: "OTU.8397"
taxon abs-abundance: 49772
Processing taxon: "OTU.7968"
Processing taxon: "OTU.342"
Processing taxon: "OTU.901"
taxon abs-abundance: 56579
Processing taxon: "OTU.6111"
taxon abs-abundance: 271006
taxon abs-abundance: 58341
taxon abs-abundance: 54678
Processing taxon: "OTU.5984"
taxon abs-abundance: 51271
taxon abs-abundance: 47100
Processing taxon: "OTU.3539"
taxon abs-abundance: 46063
Processing taxon: "OTU.1448"
Processing taxon: "OTU.1286"
taxon abs-abundance: 48417
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.5802"
Processing taxon: "OTU.2391"
taxon abs-abundance: 53099
taxon abs-abundance: 48380
taxon abs-abundance: 49752
Processing taxon: "OTU.2609"
Processing taxon: "OTU.4492"
Processing taxon: "OTU.6612"
Processing taxon: "OTU.5987"
Processing taxon: "OTU.3032"
taxon abs-abundance: 56578
taxon abs-abundance: 54651
taxon abs-abundance: 58329
taxon abs-abundance: 47100
taxon abs-abundance: 51258
Processing taxon: "OTU.1672"
taxon abs-abundance: 46002
Processing taxon: "OTU.1822"
Processing taxon: "OTU.1952"
Processing taxon: "OTU.5453"
taxon abs-abundance: 48358
taxon abs-abundance: 53079
taxon abs-abundance: 49743
Processing taxon: "OTU.5992"
Processing taxon: "OTU.1328"
Processing taxon: "OTU.6016"
Processing taxon: "OTU.9208"
taxon abs-abundance: 47100
Processing taxon: "OTU.154"
taxon abs-abundance: 51246
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.2079"
taxon abs-abundance: 54641
Processing taxon: "OTU.4090"
taxon abs-abundance: 56570
taxon abs-abundance: 917693
taxon abs-abundance: 51229
taxon abs-abundance: 58311
Processing taxon: "OTU.1462"
taxon abs-abundance: 45985
Processing taxon: "OTU.1504"
Processing taxon: "OTU.4394"
taxon abs-abundance: 48351
Processing taxon: "OTU.8580"
taxon abs-abundance: 49719
taxon abs-abundance: 53069
Processing taxon: "OTU.6010"
taxon abs-abundance: 47100
Processing taxon: "OTU.5244"
Processing taxon: "OTU.1455"
Processing taxon: "OTU.1818"
Processing taxon: "OTU.7309"
taxon abs-abundance: 51194
taxon abs-abundance: 54635
taxon abs-abundance: 56516
Processing taxon: "OTU.2201"
taxon abs-abundance: 45945
taxon abs-abundance: 58310
Processing taxon: "OTU.6300"
Processing taxon: "OTU.87"
taxon abs-abundance: 48290
Processing taxon: "OTU.5381"
taxon abs-abundance: 1630759
taxon abs-abundance: 49719
Processing taxon: "OTU.12620"
Processing taxon: "OTU.6854"
taxon abs-abundance: 53066
taxon abs-abundance: 47100
Processing taxon: "OTU.1171"
Processing taxon: "OTU.1632"
Processing taxon: "OTU.1341"
taxon abs-abundance: 446374
Processing taxon: "OTU.7448"
taxon abs-abundance: 45940
taxon abs-abundance: 51157
Processing taxon: "OTU.1977"
taxon abs-abundance: 54624
Processing taxon: "OTU.249"
taxon abs-abundance: 56489
taxon abs-abundance: 343218
Processing taxon: "OTU.1669"
taxon abs-abundance: 48249
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.1181"
Processing taxon: "OTU.6778"
Processing taxon: "OTU.11135"
taxon abs-abundance: 48215
taxon abs-abundance: 269476
taxon abs-abundance: 49719
Processing taxon: "OTU.7097"
Processing taxon: "OTU.1519"
taxon abs-abundance: 47100
Processing taxon: "OTU.2888"
taxon abs-abundance: 53037
taxon abs-abundance: 45928
Processing taxon: "OTU.947"
taxon abs-abundance: 51135
Processing taxon: "OTU.2796"
taxon abs-abundance: 54611
Processing taxon: "OTU.6023"
taxon abs-abundance: 56422
Processing taxon: "OTU.3123"
Processing taxon: "OTU.1104"
taxon abs-abundance: 48213
taxon abs-abundance: 49698
Processing taxon: "OTU.7244"
Processing taxon: "OTU.2493"
taxon abs-abundance: 47100
Processing taxon: "OTU.11695"
taxon abs-abundance: 45868
taxon abs-abundance: 53019
Processing taxon: "OTU.2172"
taxon abs-abundance: 51130
Processing taxon: "OTU.1623"
Processing taxon: "OTU.893"
taxon abs-abundance: 54597
taxon abs-abundance: 44524
Processing taxon: "OTU.2553"
taxon abs-abundance: 56383
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.1689"
Processing taxon: "OTU.1334"
taxon abs-abundance: 56327
Processing taxon: "OTU.1748"
taxon abs-abundance: 48204
Processing taxon: "OTU.86"
taxon abs-abundance: 49692
Processing taxon: "OTU.4712"
taxon abs-abundance: 617788
Processing taxon: "OTU.7260"
taxon abs-abundance: 45833
taxon abs-abundance: 47100
Processing taxon: "OTU.2475"
taxon abs-abundance: 52984
Processing taxon: "OTU.1453"
Processing taxon: "OTU.1743"
taxon abs-abundance: 51130
taxon abs-abundance: 44511
Processing taxon: "OTU.6834"
taxon abs-abundance: 54589
Processing taxon: "OTU.1146"
Processing taxon: "OTU.8462"
taxon abs-abundance: 48201
Processing taxon: "OTU.2637"
Processing taxon: "OTU.1407"
taxon abs-abundance: 56326
taxon abs-abundance: 49687
taxon abs-abundance: 45822
Processing taxon: "OTU.7442"
taxon abs-abundance: 47100
Processing taxon: "OTU.1227"
Processing taxon: "OTU.2786"
Processing taxon: "OTU.2309"
taxon abs-abundance: 52910
taxon abs-abundance: 44453
taxon abs-abundance: 51107
Processing taxon: "OTU.1615"
Processing taxon: "OTU.2365"
taxon abs-abundance: 54583
taxon abs-abundance: 48142
Processing taxon: "OTU.5023"
Processing taxon: "OTU.1166"
taxon abs-abundance: 45805
Processing taxon: "OTU.1291"
taxon abs-abundance: 49676
Processing taxon: "OTU.7452"
taxon abs-abundance: 56310
taxon abs-abundance: 47100
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.7484"
Processing taxon: "OTU.3282"
taxon abs-abundance: 47100
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.7523"
taxon abs-abundance: 44416
Processing taxon: "OTU.534"
taxon abs-abundance: 47100
Processing taxon: "OTU.846"
taxon abs-abundance: 52903
taxon abs-abundance: 51078
Processing taxon: "OTU.2145"
Processing taxon: "OTU.5711"
Processing taxon: "OTU.1791"
Processing taxon: "OTU.506"
taxon abs-abundance: 48069
taxon abs-abundance: 54534
taxon abs-abundance: 45787
Processing taxon: "OTU.1554"
taxon abs-abundance: 268171
taxon abs-abundance: 49667
Processing taxon: "OTU.927"
Processing taxon: "OTU.1436"
taxon abs-abundance: 56289
taxon abs-abundance: 44413
Processing taxon: "OTU.7541"
taxon abs-abundance: 47100
Processing taxon: "OTU.2642"
Processing taxon: "OTU.2028"
taxon abs-abundance: 51076
taxon abs-abundance: 52879
Processing taxon: "OTU.723"
Processing taxon: "OTU.1892"
Processing taxon: "OTU.1627"
taxon abs-abundance: 343195
taxon abs-abundance: 45778
taxon abs-abundance: 48002
Processing taxon: "OTU.1211"
Processing taxon: "OTU.3661"
taxon abs-abundance: 54531
WARNING: No bins for taxon; likely caused by no BD KDE
Processing taxon: "OTU.1661"
taxon abs-abundance: 49638
taxon abs-abundance: 54522
Processing taxon: "OTU.8262"
taxon abs-abundance: 44375
Processing taxon: "OTU.7554"
taxon abs-abundance: 47100
Processing taxon: "OTU.1502"
taxon abs-abundance: 51060
Processing taxon: "OTU.2980"
taxon abs-abundance: 52821
Processing taxon: "OTU.1422"
Processing taxon: "OTU.4733"
taxon abs-abundance: 45734
taxon abs-abundance: 47997
Processing taxon: "OTU.2076"
Processing taxon: "OTU.2628"
Processing taxon: "OTU.1204"
taxon abs-abundance: 49618
taxon abs-abundance: 44364
taxon abs-abundance: 54514
Processing taxon: "OTU.7682"
taxon abs-abundance: 47100
Processing taxon: "OTU.12647"
taxon abs-abundance: 445719
Processing taxon: "OTU.5636"
taxon abs-abundance: 51009
Processing taxon: "OTU.3475"
Processing taxon: "OTU.1706"
Processing taxon: "OTU.2344"
taxon abs-abundance: 45721
taxon abs-abundance: 52800
taxon abs-abundance: 47961
Processing taxon: "OTU.2355"
Processing taxon: "OTU.1230"
taxon abs-abundance: 44360
taxon abs-abundance: 49615
Processing taxon: "OTU.2181"
Processing taxon: "OTU.7705"
taxon abs-abundance: 54492
taxon abs-abundance: 47100
Processing taxon: "OTU.1361"
Processing taxon: "OTU.9282"
taxon abs-abundance: 50938
taxon abs-abundance: 45706
Processing taxon: "OTU.1366"
Processing taxon: "OTU.9064"
taxon abs-abundance: 47959
Processing taxon: "OTU.3444"
taxon abs-abundance: 52786
taxon abs-abundance: 44321
Processing taxon: "OTU.7784"
taxon abs-abundance: 49603
Processing taxon: "OTU.8161"
Processing taxon: "OTU.3945"
taxon abs-abundance: 47100
taxon abs-abundance: 54476
Processing taxon: "OTU.1915"
Processing taxon: "OTU.1428"
taxon abs-abundance: 45682
taxon abs-abundance: 50925
Processing taxon: "OTU.2341"
taxon abs-abundance: 47941
Processing t