notebook.community

Edit and run 





In [43]:



    


import warnings
warnings.filterwarnings('ignore')

import numpy
import iris
import matplotlib.pyplot as plt

import glob



    











In [44]:



    


%matplotlib inline



    











In [62]:



    


#/g/data/r87/dbi599/DRSv2/CMIP5/CCSM4/historicalGHG/yr/ocean/r1i1p1/thetao/latest/dedrifted/thetao_Oyr_CCSM4_historicalGHG_r1i1p1_??????-??????.nc
infiles = glob.glob('/g/data/ua6/DRSv3/CMIP5/CCSM4/historicalGHG/mon/ocean/r1i1p1/thetao/latest/thetao_Omon_CCSM4_historicalGHG_r1i1p1_*.nc')
infiles.sort()
print(len(infiles))



    


















    






16

















In [63]:



    


def min_max_bytime(infiles):
    """Print min and max for each timestep"""
    
    for infile in infiles:
        print(infile)
        cube = iris.load_cube(infile)
    
        for index, time_slice in enumerate(cube.slices_over('time')):
            print('time: %i, max: %f, mean: %f, min: %f' %(index, time_slice.data.max(), time_slice.data.mean(), time_slice.data.min()))



    











In [64]:



    


min_max_bytime(infiles[0:8])



    


















    






/g/data/ua6/DRSv3/CMIP5/CCSM4/historicalGHG/mon/ocean/r1i1p1/thetao/latest/thetao_Omon_CCSM4_historicalGHG_r1i1p1_185001-185912.nc
time: 0, max: 303.563141, mean: 281.647929, min: 270.945831
time: 1, max: 303.877136, mean: 281.653835, min: 270.919434
time: 2, max: 303.459015, mean: 281.662152, min: 270.808105
time: 3, max: 302.973602, mean: 281.669835, min: 270.684143
time: 4, max: 303.210266, mean: 281.665466, min: 270.608551
time: 5, max: 303.227783, mean: 281.644193, min: 270.657898
time: 6, max: 303.484650, mean: 281.619725, min: 270.774139
time: 7, max: 305.562714, mean: 281.605773, min: 270.950317
time: 8, max: 305.097198, mean: 281.608485, min: 270.998962
time: 9, max: 303.062439, mean: 281.621834, min: 270.990631
time: 10, max: 303.220764, mean: 281.632893, min: 271.036346
time: 11, max: 304.008820, mean: 281.639311, min: 270.996368
time: 12, max: 304.396973, mean: 281.642565, min: 270.968323
time: 13, max: 304.091797, mean: 281.648743, min: 270.949982
time: 14, max: 303.396271, mean: 281.665647, min: 270.846436
time: 15, max: 303.234039, mean: 281.674325, min: 270.665527
time: 16, max: 303.105286, mean: 281.669263, min: 270.691772
time: 17, max: 303.295166, mean: 281.652027, min: 270.724670
time: 18, max: 303.308563, mean: 281.626716, min: 270.748444
time: 19, max: 304.654327, mean: 281.615958, min: 270.772064
time: 20, max: 304.385376, mean: 281.618730, min: 270.994751
time: 21, max: 303.402588, mean: 281.629699, min: 271.032379
time: 22, max: 303.802734, mean: 281.641812, min: 271.054657
time: 23, max: 304.050934, mean: 281.645940, min: 271.027893
time: 24, max: 304.417908, mean: 281.652660, min: 270.915192
time: 25, max: 303.969757, mean: 281.661609, min: 270.750702
time: 26, max: 304.487701, mean: 281.676465, min: 270.624115
time: 27, max: 303.791107, mean: 281.680472, min: 270.641357
time: 28, max: 303.795898, mean: 281.671463, min: 270.676697
time: 29, max: 304.234741, mean: 281.649677, min: 270.765442
time: 30, max: 303.438019, mean: 281.622196, min: 270.884125
time: 31, max: 305.336395, mean: 281.609932, min: 270.895111
time: 32, max: 304.441803, mean: 281.614421, min: 271.003632
time: 33, max: 303.463196, mean: 281.625390, min: 271.007629
time: 34, max: 303.577881, mean: 281.634882, min: 270.978149
time: 35, max: 304.150421, mean: 281.639733, min: 270.921661
time: 36, max: 304.215363, mean: 281.641872, min: 270.855835
time: 37, max: 303.477783, mean: 281.650219, min: 270.845978
time: 38, max: 303.581787, mean: 281.659922, min: 270.764496
time: 39, max: 303.075317, mean: 281.670287, min: 270.657745
time: 40, max: 303.082672, mean: 281.664291, min: 270.693146
time: 41, max: 303.482941, mean: 281.648652, min: 270.740448
time: 42, max: 303.521576, mean: 281.623522, min: 270.766144
time: 43, max: 305.553009, mean: 281.605834, min: 270.861664
time: 44, max: 305.652679, mean: 281.603996, min: 270.916473
time: 45, max: 303.316284, mean: 281.617405, min: 270.937683
time: 46, max: 302.930939, mean: 281.630000, min: 270.953125
time: 47, max: 303.582275, mean: 281.640878, min: 270.905182
time: 48, max: 303.560333, mean: 281.643982, min: 270.890533
time: 49, max: 303.618134, mean: 281.654136, min: 270.873291
time: 50, max: 303.378571, mean: 281.669896, min: 270.799286
time: 51, max: 303.264862, mean: 281.679719, min: 270.690277
time: 52, max: 303.223816, mean: 281.676525, min: 270.676392
time: 53, max: 303.295013, mean: 281.657993, min: 270.716370
time: 54, max: 303.239380, mean: 281.628132, min: 270.813141
time: 55, max: 304.064301, mean: 281.611740, min: 270.969879
time: 56, max: 304.250305, mean: 281.618188, min: 271.029297
time: 57, max: 303.652985, mean: 281.629307, min: 270.959625
time: 58, max: 303.398285, mean: 281.641842, min: 271.013245
time: 59, max: 303.878845, mean: 281.647236, min: 270.949432
time: 60, max: 304.112946, mean: 281.650309, min: 270.913116
time: 61, max: 304.059906, mean: 281.662061, min: 270.903717
time: 62, max: 303.741760, mean: 281.671613, min: 270.805511
time: 63, max: 303.221680, mean: 281.682491, min: 270.662140
time: 64, max: 303.412384, mean: 281.674657, min: 270.672852
time: 65, max: 303.598145, mean: 281.652660, min: 270.713318
time: 66, max: 303.656006, mean: 281.625601, min: 270.471893
time: 67, max: 304.945496, mean: 281.614452, min: 270.218384
time: 68, max: 304.889557, mean: 281.617495, min: 270.939331
time: 69, max: 303.059631, mean: 281.626836, min: 270.971863
time: 70, max: 303.087677, mean: 281.639010, min: 270.953247
time: 71, max: 303.587982, mean: 281.650581, min: 270.881409
time: 72, max: 303.907288, mean: 281.646392, min: 270.803741
time: 73, max: 303.622040, mean: 281.651876, min: 270.818176
time: 74, max: 303.532288, mean: 281.664381, min: 270.686646
time: 75, max: 303.278290, mean: 281.671583, min: 270.611633
time: 76, max: 303.261902, mean: 281.665647, min: 270.619568
time: 77, max: 303.544891, mean: 281.647296, min: 270.641479
time: 78, max: 303.390381, mean: 281.619755, min: 270.729065
time: 79, max: 304.291992, mean: 281.601012, min: 270.847473
time: 80, max: 303.770416, mean: 281.603393, min: 270.973969
time: 81, max: 303.365173, mean: 281.618369, min: 270.962860
time: 82, max: 303.139679, mean: 281.633978, min: 271.024292
time: 83, max: 303.890137, mean: 281.640577, min: 270.974915
time: 84, max: 303.595215, mean: 281.646543, min: 270.885498
time: 85, max: 303.609924, mean: 281.653262, min: 270.856720
time: 86, max: 303.368591, mean: 281.666792, min: 270.741669
time: 87, max: 303.120331, mean: 281.678664, min: 270.607086
time: 88, max: 303.572632, mean: 281.671915, min: 270.636871
time: 89, max: 303.719757, mean: 281.652539, min: 270.699341
time: 90, max: 303.254272, mean: 281.627770, min: 270.826263
time: 91, max: 305.264069, mean: 281.610775, min: 270.913666
time: 92, max: 304.870911, mean: 281.611710, min: 270.965179
time: 93, max: 303.260132, mean: 281.627228, min: 270.969330
time: 94, max: 302.928162, mean: 281.639793, min: 270.954437
time: 95, max: 303.428589, mean: 281.648773, min: 270.854584
time: 96, max: 303.640076, mean: 281.656637, min: 270.772858
time: 97, max: 303.703522, mean: 281.668088, min: 270.777252
time: 98, max: 303.451141, mean: 281.681919, min: 270.647308
time: 99, max: 303.011719, mean: 281.692495, min: 270.505096
time: 100, max: 303.391296, mean: 281.685866, min: 270.526276
time: 101, max: 303.561340, mean: 281.665647, min: 270.577026
time: 102, max: 303.301514, mean: 281.639221, min: 270.677460
time: 103, max: 304.442169, mean: 281.628282, min: 270.646851
time: 104, max: 304.446930, mean: 281.634520, min: 270.799866
time: 105, max: 303.258118, mean: 281.643228, min: 270.880157
time: 106, max: 303.687714, mean: 281.653142, min: 270.827759
time: 107, max: 304.115448, mean: 281.658596, min: 270.708618
time: 108, max: 303.741119, mean: 281.663266, min: 270.558472
time: 109, max: 304.111847, mean: 281.673301, min: 270.505615
time: 110, max: 304.568146, mean: 281.685806, min: 270.473358
time: 111, max: 304.003784, mean: 281.688698, min: 270.489868
time: 112, max: 303.902069, mean: 281.680080, min: 270.532471
time: 113, max: 304.358643, mean: 281.653895, min: 270.647888
time: 114, max: 304.477356, mean: 281.622557, min: 270.786560
time: 115, max: 304.536743, mean: 281.608425, min: 270.872742
time: 116, max: 304.163391, mean: 281.607009, min: 270.938782
time: 117, max: 303.678741, mean: 281.617857, min: 270.947113
time: 118, max: 303.914948, mean: 281.628313, min: 270.997498
time: 119, max: 304.527222, mean: 281.631537, min: 270.928009
/g/data/ua6/DRSv3/CMIP5/CCSM4/historicalGHG/mon/ocean/r1i1p1/thetao/latest/thetao_Omon_CCSM4_historicalGHG_r1i1p1_186001-186912.nc
time: 0, max: 304.922058, mean: 281.637443, min: 270.836334
time: 1, max: 304.477509, mean: 281.646814, min: 270.881622
time: 2, max: 304.640991, mean: 281.654438, min: 270.778961
time: 3, max: 304.063477, mean: 281.658747, min: 270.631134
time: 4, max: 303.860626, mean: 281.651545, min: 270.603546
time: 5, max: 303.298157, mean: 281.631627, min: 270.627472
time: 6, max: 303.364990, mean: 281.609902, min: 270.711639
time: 7, max: 304.860321, mean: 281.598843, min: 270.853149
time: 8, max: 304.744446, mean: 281.599656, min: 270.916107
time: 9, max: 303.328064, mean: 281.610625, min: 270.976074
time: 10, max: 303.135712, mean: 281.623250, min: 271.016968
time: 11, max: 303.388184, mean: 281.631477, min: 270.971619
time: 12, max: 303.741119, mean: 281.634671, min: 270.966156
time: 13, max: 303.754852, mean: 281.641902, min: 270.939178
time: 14, max: 303.540680, mean: 281.653624, min: 270.837555
time: 15, max: 303.140442, mean: 281.666521, min: 270.653259
time: 16, max: 303.700165, mean: 281.662694, min: 270.649475
time: 17, max: 303.246796, mean: 281.643771, min: 270.689148
time: 18, max: 304.294006, mean: 281.622346, min: 270.832825
time: 19, max: 305.543732, mean: 281.607792, min: 270.933105
time: 20, max: 304.047729, mean: 281.608907, min: 270.974945
time: 21, max: 303.188843, mean: 281.621503, min: 271.056183
time: 22, max: 303.194519, mean: 281.632833, min: 271.088470
time: 23, max: 303.985077, mean: 281.642415, min: 271.017883
time: 24, max: 304.325775, mean: 281.645639, min: 270.884155
time: 25, max: 303.960449, mean: 281.654197, min: 270.818024
time: 26, max: 303.805511, mean: 281.671372, min: 270.647217
time: 27, max: 303.190521, mean: 281.679297, min: 270.509094
time: 28, max: 303.486877, mean: 281.676585, min: 270.572510
time: 29, max: 303.560089, mean: 281.657993, min: 270.727814
time: 30, max: 303.265991, mean: 281.631929, min: 270.849152
time: 31, max: 305.086578, mean: 281.619544, min: 270.924194
time: 32, max: 305.055756, mean: 281.621683, min: 270.909760
time: 33, max: 303.075439, mean: 281.636750, min: 270.939484
time: 34, max: 303.197998, mean: 281.648321, min: 270.960632
time: 35, max: 303.845245, mean: 281.653835, min: 270.910004
time: 36, max: 303.530243, mean: 281.661368, min: 270.852142
time: 37, max: 303.557953, mean: 281.674084, min: 270.849060
time: 38, max: 303.738983, mean: 281.688457, min: 270.713318
time: 39, max: 303.631500, mean: 281.694665, min: 270.579437
time: 40, max: 303.262878, mean: 281.690145, min: 270.604065
time: 41, max: 303.287872, mean: 281.673150, min: 270.657379
time: 42, max: 303.606506, mean: 281.650340, min: 270.770508
time: 43, max: 305.654724, mean: 281.636810, min: 269.951782
time: 44, max: 305.709564, mean: 281.635243, min: 270.960419
time: 45, max: 303.193512, mean: 281.645609, min: 270.856079
time: 46, max: 303.348053, mean: 281.656969, min: 270.891785
time: 47, max: 304.304260, mean: 281.661519, min: 270.840302
time: 48, max: 303.669525, mean: 281.665496, min: 270.839111
time: 49, max: 303.559631, mean: 281.672698, min: 270.836823
time: 50, max: 303.666229, mean: 281.686047, min: 270.693542
time: 51, max: 303.459351, mean: 281.693369, min: 270.586090
time: 52, max: 303.143982, mean: 281.686559, min: 270.613922
time: 53, max: 303.292297, mean: 281.668540, min: 270.688446
time: 54, max: 304.080017, mean: 281.642294, min: 270.440186
time: 55, max: 305.655548, mean: 281.627137, min: 270.770325
time: 56, max: 304.974762, mean: 281.631748, min: 270.814453
time: 57, max: 303.516907, mean: 281.646000, min: 270.884033
time: 58, max: 303.462708, mean: 281.658415, min: 270.946411
time: 59, max: 303.706696, mean: 281.664713, min: 270.928589
time: 60, max: 304.147003, mean: 281.669655, min: 270.821228
time: 61, max: 303.929291, mean: 281.680713, min: 270.702484
time: 62, max: 303.798218, mean: 281.691862, min: 270.599579
time: 63, max: 303.689636, mean: 281.700119, min: 270.566650
time: 64, max: 303.442413, mean: 281.693429, min: 270.640076
time: 65, max: 303.495300, mean: 281.671975, min: 270.639374
time: 66, max: 303.633728, mean: 281.641933, min: 270.714813
time: 67, max: 304.906067, mean: 281.626625, min: 270.698761
time: 68, max: 305.489349, mean: 281.629970, min: 270.893188
time: 69, max: 303.485962, mean: 281.638045, min: 270.940247
time: 70, max: 303.583710, mean: 281.649737, min: 270.988068
time: 71, max: 304.104309, mean: 281.656336, min: 270.919739
time: 72, max: 303.953217, mean: 281.660283, min: 270.782806
time: 73, max: 304.177460, mean: 281.668027, min: 270.729706
time: 74, max: 303.649170, mean: 281.676344, min: 270.643066
time: 75, max: 303.352997, mean: 281.681828, min: 270.650055
time: 76, max: 303.217590, mean: 281.675018, min: 270.725800
time: 77, max: 303.212341, mean: 281.659620, min: 270.767242
time: 78, max: 303.784363, mean: 281.633978, min: 270.838501
time: 79, max: 305.098755, mean: 281.619333, min: 270.908966
time: 80, max: 304.157501, mean: 281.621653, min: 270.962341
time: 81, max: 303.030762, mean: 281.635213, min: 270.966003
time: 82, max: 303.158356, mean: 281.648953, min: 271.004242
time: 83, max: 303.712433, mean: 281.657451, min: 270.959503
time: 84, max: 303.680359, mean: 281.663929, min: 270.930511
time: 85, max: 304.061920, mean: 281.673662, min: 270.928162
time: 86, max: 303.761810, mean: 281.684992, min: 270.815125
time: 87, max: 303.071960, mean: 281.690205, min: 270.676025
time: 88, max: 303.442200, mean: 281.684872, min: 270.712555
time: 89, max: 303.580017, mean: 281.664984, min: 270.793243
time: 90, max: 303.934937, mean: 281.641270, min: 270.760223
time: 91, max: 305.529755, mean: 281.624546, min: 270.927826
time: 92, max: 304.689636, mean: 281.624305, min: 270.837189
time: 93, max: 303.588165, mean: 281.632953, min: 270.985474
time: 94, max: 303.195862, mean: 281.645338, min: 271.045380
time: 95, max: 303.536377, mean: 281.650460, min: 270.989136
time: 96, max: 303.331451, mean: 281.655342, min: 270.926453
time: 97, max: 303.468414, mean: 281.666641, min: 270.883881
time: 98, max: 303.239838, mean: 281.680623, min: 270.761108
time: 99, max: 302.783600, mean: 281.690687, min: 270.613647
time: 100, max: 302.866760, mean: 281.688397, min: 270.655975
time: 101, max: 303.336609, mean: 281.669926, min: 270.724335
time: 102, max: 303.440491, mean: 281.644253, min: 270.508118
time: 103, max: 304.729218, mean: 281.628674, min: 270.884613
time: 104, max: 304.273560, mean: 281.630452, min: 270.980988
time: 105, max: 303.017395, mean: 281.641933, min: 271.025726
time: 106, max: 303.222748, mean: 281.658506, min: 271.023102
time: 107, max: 303.893616, mean: 281.667304, min: 270.959930
time: 108, max: 303.444397, mean: 281.671131, min: 270.908936
time: 109, max: 303.559753, mean: 281.683033, min: 270.910126
time: 110, max: 303.413300, mean: 281.698702, min: 270.778046
time: 111, max: 303.350677, mean: 281.704156, min: 270.684357
time: 112, max: 303.538086, mean: 281.700872, min: 270.732697
time: 113, max: 303.812225, mean: 281.683516, min: 270.740906
time: 114, max: 303.695251, mean: 281.659409, min: 270.748077
time: 115, max: 305.133636, mean: 281.643379, min: 270.792023
time: 116, max: 304.812256, mean: 281.642867, min: 270.865143
time: 117, max: 303.101593, mean: 281.652027, min: 270.916809
time: 118, max: 303.215515, mean: 281.665466, min: 270.983032
time: 119, max: 303.502838, mean: 281.674385, min: 270.986206
/g/data/ua6/DRSv3/CMIP5/CCSM4/historicalGHG/mon/ocean/r1i1p1/thetao/latest/thetao_Omon_CCSM4_historicalGHG_r1i1p1_187001-187912.nc
time: 0, max: 303.267456, mean: 281.682160, min: 270.955811
time: 1, max: 303.796722, mean: 281.692495, min: 270.947937
time: 2, max: 303.773010, mean: 281.699154, min: 270.865295
time: 3, max: 303.226746, mean: 281.706657, min: 270.675507
time: 4, max: 303.578369, mean: 281.704548, min: 270.653778
time: 5, max: 303.701324, mean: 281.687704, min: 270.711639
time: 6, max: 303.462311, mean: 281.665315, min: 270.763855
time: 7, max: 304.752380, mean: 281.650611, min: 270.866302
time: 8, max: 304.830811, mean: 281.651063, min: 270.947693
time: 9, max: 303.641937, mean: 281.661127, min: 270.957642
time: 10, max: 303.182312, mean: 281.674566, min: 270.985352
time: 11, max: 303.524384, mean: 281.681497, min: 270.928864
time: 12, max: 303.598053, mean: 281.689572, min: 270.896912
time: 13, max: 303.992279, mean: 281.701987, min: 270.919556
time: 14, max: 303.722626, mean: 281.712172, min: 270.837067
time: 15, max: 303.368988, mean: 281.719283, min: 270.632568
time: 16, max: 303.513489, mean: 281.714251, min: 270.654694
time: 17, max: 303.136658, mean: 281.694363, min: 270.727783
time: 18, max: 303.635864, mean: 281.672397, min: 270.806427
time: 19, max: 305.636566, mean: 281.658234, min: 270.805115
time: 20, max: 305.171173, mean: 281.657933, min: 270.983887
time: 21, max: 303.148773, mean: 281.670438, min: 270.996277
time: 22, max: 303.456604, mean: 281.683757, min: 271.027985
time: 23, max: 303.576050, mean: 281.692073, min: 271.005188
time: 24, max: 303.447754, mean: 281.697316, min: 270.926788
time: 25, max: 303.626038, mean: 281.708164, min: 270.907257
time: 26, max: 303.467865, mean: 281.722176, min: 270.762024
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/g/data/ua6/DRSv3/CMIP5/CCSM4/historicalGHG/mon/ocean/r1i1p1/thetao/latest/thetao_Omon_CCSM4_historicalGHG_r1i1p1_192001-192912.nc
time: 0, max: 303.878815, mean: 281.709942, min: 270.772736
time: 1, max: 304.005157, mean: 281.719645, min: 270.665192
time: 2, max: 303.546844, mean: 281.736911, min: 270.576202
time: 3, max: 303.538300, mean: 281.747126, min: 270.585266
time: 4, max: 303.218018, mean: 281.738176, min: 270.631775
time: 5, max: 303.327515, mean: 281.716541, min: 270.703308
time: 6, max: 304.238831, mean: 281.691832, min: 270.824890
time: 7, max: 304.977478, mean: 281.681557, min: 270.899139
time: 8, max: 305.575470, mean: 281.680171, min: 270.997284
time: 9, max: 304.401154, mean: 281.687915, min: 270.947968
time: 10, max: 303.412079, mean: 281.701565, min: 270.984192
time: 11, max: 304.017242, mean: 281.711539, min: 271.030121
time: 12, max: 303.980499, mean: 281.712202, min: 270.889191
time: 13, max: 304.826691, mean: 281.725731, min: 270.776245
time: 14, max: 303.867523, mean: 281.738809, min: 270.653870
time: 15, max: 303.581970, mean: 281.749265, min: 270.615143
time: 16, max: 303.855682, mean: 281.741220, min: 270.656250
time: 17, max: 304.359375, mean: 281.717987, min: 270.657928
time: 18, max: 303.673187, mean: 281.690386, min: 270.729462
time: 19, max: 305.097900, mean: 281.671583, min: 270.805725
time: 20, max: 304.669403, mean: 281.670107, min: 270.896881
time: 21, max: 303.667877, mean: 281.686890, min: 270.954895
time: 22, max: 303.769928, mean: 281.699456, min: 271.027344
time: 23, max: 303.490356, mean: 281.707230, min: 270.985138
time: 24, max: 303.746033, mean: 281.714733, min: 270.864014
time: 25, max: 304.045258, mean: 281.725400, min: 270.762787
time: 26, max: 303.852386, mean: 281.742817, min: 270.684540
time: 27, max: 303.623413, mean: 281.749144, min: 270.717621
time: 28, max: 303.463104, mean: 281.740888, min: 270.781525
time: 29, max: 303.787109, mean: 281.721121, min: 270.680450
time: 30, max: 303.637238, mean: 281.693791, min: 270.351227
time: 31, max: 304.869751, mean: 281.667937, min: 270.865631
time: 32, max: 304.251434, mean: 281.671131, min: 270.996002
time: 33, max: 303.182037, mean: 281.682612, min: 270.921387
time: 34, max: 303.192261, mean: 281.699004, min: 271.029938
time: 35, max: 304.126984, mean: 281.711720, min: 270.986572
time: 36, max: 304.069763, mean: 281.721844, min: 270.924072
time: 37, max: 303.850616, mean: 281.724195, min: 270.923645
time: 38, max: 303.629578, mean: 281.738236, min: 270.832397
time: 39, max: 303.763611, mean: 281.744715, min: 270.664917
time: 40, max: 303.684357, mean: 281.741702, min: 270.644135
time: 41, max: 303.599274, mean: 281.723803, min: 270.688660
time: 42, max: 303.694153, mean: 281.701173, min: 270.574585
time: 43, max: 305.076050, mean: 281.684359, min: 270.261169
time: 44, max: 305.136108, mean: 281.684962, min: 271.017365
time: 45, max: 303.853210, mean: 281.699817, min: 271.039062
time: 46, max: 303.606201, mean: 281.713799, min: 271.052521
time: 47, max: 304.428345, mean: 281.721603, min: 271.006714
time: 48, max: 304.547394, mean: 281.726545, min: 270.927216
time: 49, max: 303.622620, mean: 281.735766, min: 270.897095
time: 50, max: 303.405548, mean: 281.747728, min: 270.779114
time: 51, max: 303.449249, mean: 281.756105, min: 270.627228
time: 52, max: 303.715485, mean: 281.750561, min: 270.634827
time: 53, max: 303.979340, mean: 281.731698, min: 270.682312
time: 54, max: 304.168304, mean: 281.704518, min: 270.795807
time: 55, max: 306.105469, mean: 281.687915, min: 270.890747
time: 56, max: 305.803345, mean: 281.688970, min: 270.975861
time: 57, max: 303.622742, mean: 281.702439, min: 270.941437
time: 58, max: 303.433350, mean: 281.712292, min: 271.044281
time: 59, max: 304.142303, mean: 281.721573, min: 271.023590
time: 60, max: 303.955750, mean: 281.721874, min: 270.977600
time: 61, max: 303.607422, mean: 281.736218, min: 270.970154
time: 62, max: 303.649536, mean: 281.750048, min: 270.843689
time: 63, max: 303.428528, mean: 281.758395, min: 270.711517
time: 64, max: 303.440277, mean: 281.749144, min: 270.706085
time: 65, max: 303.754303, mean: 281.730161, min: 270.694366
time: 66, max: 304.235962, mean: 281.699456, min: 270.854889
time: 67, max: 306.004456, mean: 281.679237, min: 270.976990
time: 68, max: 304.955688, mean: 281.680472, min: 271.018768
time: 69, max: 303.748352, mean: 281.693279, min: 271.039368
time: 70, max: 303.826599, mean: 281.709731, min: 271.036530
time: 71, max: 303.976929, mean: 281.720247, min: 270.960449
time: 72, max: 303.684937, mean: 281.725159, min: 270.851166
time: 73, max: 304.324249, mean: 281.739261, min: 270.792877
time: 74, max: 304.167999, mean: 281.752308, min: 270.669647
time: 75, max: 303.937531, mean: 281.758094, min: 270.618683
time: 76, max: 303.893982, mean: 281.753393, min: 270.658752
time: 77, max: 304.511261, mean: 281.726244, min: 270.721954
time: 78, max: 303.737610, mean: 281.698401, min: 270.812256
time: 79, max: 304.846191, mean: 281.678725, min: 270.747101
time: 80, max: 304.805634, mean: 281.678212, min: 270.976135
time: 81, max: 303.487000, mean: 281.690476, min: 271.038025
time: 82, max: 303.755676, mean: 281.703283, min: 271.050354
time: 83, max: 304.287659, mean: 281.711599, min: 270.962677
time: 84, max: 303.936981, mean: 281.717294, min: 270.806091
time: 85, max: 304.125000, mean: 281.726635, min: 270.743347
time: 86, max: 303.679199, mean: 281.740075, min: 270.641022
time: 87, max: 303.543762, mean: 281.751495, min: 270.581299
time: 88, max: 303.950531, mean: 281.748361, min: 270.622894
time: 89, max: 303.821075, mean: 281.724797, min: 270.683533
time: 90, max: 303.987579, mean: 281.696021, min: 270.780151
time: 91, max: 305.166626, mean: 281.679056, min: 270.887207
time: 92, max: 304.653503, mean: 281.678212, min: 270.978424
time: 93, max: 303.315277, mean: 281.690536, min: 270.983643
time: 94, max: 303.676697, mean: 281.705603, min: 270.948792
time: 95, max: 303.830353, mean: 281.712443, min: 270.875061
time: 96, max: 303.713562, mean: 281.717083, min: 270.735748
time: 97, max: 303.545532, mean: 281.730944, min: 270.691040
time: 98, max: 303.733185, mean: 281.746764, min: 270.615875
time: 99, max: 303.431854, mean: 281.757853, min: 270.573853
time: 100, max: 303.375153, mean: 281.753905, min: 270.660858
time: 101, max: 303.624420, mean: 281.734681, min: 270.656860
time: 102, max: 303.640320, mean: 281.705151, min: 270.743378
time: 103, max: 305.394592, mean: 281.690054, min: 270.908142
time: 104, max: 305.290680, mean: 281.690778, min: 271.007965
time: 105, max: 303.596832, mean: 281.703313, min: 270.927032
time: 106, max: 303.612305, mean: 281.716722, min: 270.997955
time: 107, max: 303.582245, mean: 281.720639, min: 270.911224
time: 108, max: 303.839050, mean: 281.731065, min: 270.789337
time: 109, max: 303.811554, mean: 281.737182, min: 270.715118
time: 110, max: 304.573822, mean: 281.753875, min: 270.637421
time: 111, max: 303.628815, mean: 281.762463, min: 270.627930
time: 112, max: 303.518433, mean: 281.754779, min: 270.685730
time: 113, max: 303.615723, mean: 281.733265, min: 270.722137
time: 114, max: 303.887634, mean: 281.708496, min: 270.689209
time: 115, max: 305.124268, mean: 281.692164, min: 270.809143
time: 116, max: 304.167969, mean: 281.692766, min: 270.852112
time: 117, max: 303.613647, mean: 281.708797, min: 270.917480
time: 118, max: 303.728149, mean: 281.720428, min: 270.969177
time: 119, max: 304.647247, mean: 281.731185, min: 270.931122

















In [35]:



    


def min_max_bydepth(infile, tstep):
    """Print min and max for each timestep"""
    
    cube = iris.load_cube(infile)
    for index, depth_slice in enumerate(cube[tstep, ::].slices_over('depth')):
        print('depth: %i, max: %f, min: %f' %(index, depth_slice.data.max(), depth_slice.data.min()))



    











In [39]:



    


infile = '/g/data/r87/dbi599/DRSv2/CMIP5/CCSM4/historicalGHG/yr/ocean/r1i1p1/thetao/latest/dedrifted/thetao_Oyr_CCSM4_historicalGHG_r1i1p1_191001-191912.nc'
min_max_bydepth(infile, 8)



    


















    






depth: 0, max: 302.878082, min: 271.319661
depth: 1, max: 302.867493, min: 271.327525
depth: 2, max: 302.868724, min: 271.340027
depth: 3, max: 302.529795, min: 271.339213
depth: 4, max: 302.330800, min: 271.337758
depth: 5, max: 302.200500, min: 271.337199
depth: 6, max: 302.092428, min: 271.336243
depth: 7, max: 302.001180, min: 271.326467
depth: 8, max: 301.898285, min: 271.316945
depth: 9, max: 301.759379, min: 271.312174
depth: 10, max: 301.713135, min: 271.309021
depth: 11, max: 301.724548, min: 271.306366
depth: 12, max: 301.729777, min: 271.304281
depth: 13, max: 301.735769, min: 271.300730
depth: 14, max: 301.738291, min: 271.301290
depth: 15, max: 301.740672, min: 271.296295
depth: 16, max: 301.743398, min: 271.299194
depth: 17, max: 301.743876, min: 0.000000
depth: 18, max: 301.741272, min: 0.000000
depth: 19, max: 301.738576, min: 271.285431
depth: 20, max: 295.939952, min: 271.295074
depth: 21, max: 295.454519, min: 271.293589
depth: 22, max: 295.324127, min: 271.216105
depth: 23, max: 295.273509, min: 271.289886
depth: 24, max: 295.233653, min: 271.302094
depth: 25, max: 295.106984, min: 271.287425
depth: 26, max: 294.788218, min: 271.284739
depth: 27, max: 294.184336, min: 271.233124
depth: 28, max: 293.158091, min: 271.261424
depth: 29, max: 292.431163, min: 271.157094
depth: 30, max: 292.427297, min: 271.251668
depth: 31, max: 292.419078, min: 271.080760
depth: 32, max: 292.415609, min: 271.219350
depth: 33, max: 292.337636, min: 271.195272
depth: 34, max: 292.337321, min: 270.847839
depth: 35, max: 292.336192, min: 271.240997
depth: 36, max: 288.286692, min: 271.325155
depth: 37, max: 288.302073, min: 271.326609
depth: 38, max: 288.269745, min: 271.805430
depth: 39, max: 288.214478, min: 271.166850
depth: 40, max: 287.468862, min: 271.915578
depth: 41, max: 287.194570, min: 272.095978
depth: 42, max: 287.194519, min: 272.065511
depth: 43, max: 287.194672, min: 271.862691
depth: 44, max: 287.193807, min: 271.984548
depth: 45, max: 287.194112, min: 272.198639
depth: 46, max: 287.205404, min: 272.303975
depth: 47, max: 287.193929, min: 272.249797
depth: 48, max: 287.193309, min: 272.342896
depth: 49, max: 286.435018, min: 272.334279
depth: 50, max: 286.371267, min: 272.284037
depth: 51, max: 286.179738, min: 272.377675
depth: 52, max: 285.825450, min: 272.384806
depth: 53, max: 279.354685, min: 272.405731
depth: 54, max: 279.354594, min: 272.408803
depth: 55, max: 279.354523, min: 272.371429
depth: 56, max: 278.267202, min: 272.415619
depth: 57, max: 275.962911, min: 272.439423
depth: 58, max: 275.916656, min: 272.468699
depth: 59, max: 275.771993, min: 272.479167

















In [42]:



    


cube = iris.load_cube(infile)
plt.imshow(cube.data[8, 18, ::])
cb = plt.colorbar()
plt.show()



    


















    
























In [ ]:

Content source: DamienIrving/ocean-analysis

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