Use the following plot methods for displaying scaled waveform data:
plot.waveform()
- to draw simple waveform line plotsplot.waveform_im()
- to draw a waveform imageplot.waveform_hist()
to draw waveform histogramsUse the following methods for displaying any other variables:
plot.line(x, y)
- to draw two 1D variables (line plots)plot.im_line(z)
- to draw a 2D variable (images + and line plots)plot.im(z)
- to draw a 2D variable (images)
In [1]:
from dedop.ui.analysis import inspect_l1b
%matplotlib inline
In [3]:
insp.lon_range
Out[3]:
(63.214408999999989, 63.872471999999988)
In [4]:
insp.lat_range
Out[4]:
(3.97925, 6.9323030000000001)
In [5]:
insp.plot.locations()
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(7050750.4569601482, 711629.79226447153), (7050678.4332496002, 711954.07109307137), (7050606.5208585523, 712278.35175443033), (7050534.4971480053, 712602.52223440271), (7050462.5847569518, 712926.69454756461), (7050390.6723659039, 713250.98071102472), (7050318.6486553559, 713575.26871063758), (7050246.7362643024, 713899.55854725244), (7050174.7125537666, 714223.73820355267), (7050102.8001627075, 714548.03171608248), (7050030.7764521707, 714872.2150487235), (7049958.8640611116, 715196.51224056212), (7049886.8403505692, 715520.81127364608), (7049814.9279595213, 715845.00012747955), (7049742.9042489743, 716169.19082298025), (7049670.9918579264, 716493.49538362084), (7049598.9681473784, 716817.80178889947), (7049527.0557563249, 717141.99801577267), (7049455.0320457835, 717466.30811224342), (7049383.11965473, 717790.50803072727), (7049311.0959441876, 718114.70979597303), (7049239.1835531341, 718439.02543527063), (7049167.1598425917, 718763.34292430209), (7049095.2474515382, 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(7047367.6802739212, 726870.53927958943), (7047295.7678828677, 727194.79310822929), (7047223.7441723263, 727519.16085268767), (7047151.7204617783, 727843.53047065972), (7047079.6967512369, 728167.90196299437), (7047007.7843601834, 728492.16328415065), (7046935.760649641, 728816.42648007325), (7046863.7369390987, 729140.8035992994), (7046791.8245480452, 729465.18259628769), (7046719.8008375037, 729789.45142290171), (7046647.7771269614, 730113.72212767811), (7046575.7534164144, 730438.10676175065), (7046503.8410253664, 730762.38122605195), (7046431.8173148185, 731086.88167423184), (7046359.7936042761, 731411.15990210371), (7046287.8812132226, 731735.44001238304), (7046215.8575026812, 732059.83405945916), (7046143.8337921388, 732384.22999194602), (7046071.8100815974, 732708.51575585315), (7045999.8976905439, 733032.8034055687), (7045927.8739800015, 733357.2049980826), (7045855.8502694536, 733681.49642261118), (7045783.8265589122, 734005.78973549511), (7045711.8028483698, 734330.30905378831), (7045639.8904573163, 734654.49408848269), (7045567.8667467749, 734978.9051315895), (7045495.8430362325, 735303.31806775869), (7045423.8193256855, 735627.62083712278), (7045351.9069346376, 735951.92549993796), (7045279.8832240896, 736276.34411908267), (7045207.8595135473, 736600.65257200669), (7045135.8358030058, 736925.07498426957), (7045063.8120924579, 737249.49929469521), (7044991.7883819221, 737573.81343948469), (7044919.875990863, 737898.12948282482), (7044847.8522803262, 738222.55949152657), (7044775.8285697782, 738546.99140179239), (7044703.8048592368, 738871.31314719783), (7044631.7811486945, 739195.74886248563), (7044559.7574381474, 739520.07441329875), (7044487.8450470995, 739844.40186776093), (7044415.8213365516, 740168.95536653744), (7044343.7976260157, 740493.28663216718), (7044271.7739154678, 740817.73187522031), (7044199.7502049254, 741142.17902664258), (7044127.726494384, 741466.51601473941), (7044055.7027838361, 741790.85491158674), (7043983.6790732946, 742115.30779189861), (7043911.6553627523, 742439.76258398173), (7043839.6316522043, 742764.10721349937), (7043767.6079416685, 743088.56583101733), (7043695.6955506094, 743412.91428634769), (7043623.6718400726, 743737.26465553162), (7043551.6481295256, 744061.72901724698), (7043479.6244189832, 744386.08321734541), (7043407.6007084418, 744710.5514129994), (7043335.5769978939, 745035.02152723179), (7043263.5532873571, 745359.38148041302), (7043191.5295768101, 745683.74335254473), (7043119.5058662677, 746008.21922628942), (7043047.4821557263, 746332.58493954246), (7042975.4584451783, 746657.06465743645), (7042903.434734636, 746981.54629901249), (7042831.4110240946, 747305.80569619383), (7042759.3873135466, 747630.29118636181), (7042687.3636030108, 747954.77860276494), (7042615.3398924628, 748279.15585979435), (7042543.3161819214, 748603.53504343261), (7042471.292471379, 748928.0282423204), (7042399.2687608311, 749252.41128239129), (7042327.2450502897, 749576.90834074595), (7042255.2213397473, 749901.29524065205), (7042183.1976292003, 750225.68407141662), (7042111.1739186635, 750550.18692502298), (7042039.1502081156, 750874.69171252789), (7041967.1264975742, 751199.08634231414), (7041895.1027870318, 751523.48290636507), (7041823.0790764848, 751847.99349933199), (7041751.055365948, 752172.39393513231), (7041679.031655401, 752496.90840288776), (7041607.0079448586, 752821.31271383865), (7041534.9842343163, 753145.71896330756), (7041462.9605237748, 753470.35134645074), (7041390.9368132269, 753794.76147684897), (7041318.9131026855, 754119.17354831775), (7041246.7780726487, 754443.58756170841), (7041174.8656816017, 754768.00351787196), (7041102.7306515649, 755092.53351816745), (7041030.7069410235, 755417.06546428357), (7040958.6832304755, 755741.4872552153), (7040886.6595199341, 756065.91099232517), (7040814.6358093917, 756390.44877966051), (7040742.6120988494, 756714.8764123522), (7040670.5883883024, 757039.41809831816), 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In [6]:
insp.waveform_range
Out[6]:
(1205.3677999999998, 30087273.237540003)
In [7]:
insp.waveform
Out[7]:
array([[ 451718.3201 , 391009.53948, 469832.19884, ..., 207594.06872,
36962.92574, 34729.03718],
[ 484006.6816 , 372133.504 , 412135.8592 , ..., 206755.84 ,
52053.3504 , 49204.864 ],
[ 117785.5893 , 130503.6735 , 137601.465 , ..., 18778.8531 ,
16616.5008 , 11575.0674 ],
...,
[ 86142.71736, 93009.71632, 89435.07616, ..., 101436.4852 ,
65133.03776, 30685.63616],
[ 79221.38692, 93830.11248, 76573.4424 , ..., 32368.20652,
47028.53012, 38394.13292],
[ 97763.66815, 81546.629 , 96229.2843 , ..., 44382.1326 ,
28040.2804 , 13342.44845]])
In [8]:
insp.plot.waveform_im(vmin=0, vmax=7e6)
In [9]:
insp.plot.waveform_hist(vmin=0, vmax=1e7, log=True)
In [10]:
insp.plot.waveform(ind=500)
In [11]:
insp.plot.waveform()
In [12]:
insp.plot.waveform(ref_ind=520)
In [13]:
insp.plot.line()
In [14]:
insp.plot.line(x='lon_l1b_echo_sar_ku', y='lat_l1b_echo_sar_ku')
In [15]:
insp.plot.im()
In [16]:
insp.plot.im_line()
In [17]:
insp.dim_names
Out[17]:
['echo_sample_ind',
'max_multi_stack_ind',
'time_l1b_echo_lrm',
'time_l1b_echo_plrm',
'time_l1b_echo_sar_ku']
In [18]:
insp.var_names
Out[18]:
['GPS_time_l1b_echo_lrm',
'GPS_time_l1b_echo_plrm',
'GPS_time_l1b_echo_sar_ku',
'SAR_mode_l1b_echo_plrm',
'SAR_mode_l1b_echo_sar_ku',
'UTC_day_l1b_echo_lrm',
'UTC_day_l1b_echo_plrm',
'UTC_day_l1b_echo_sar_ku',
'UTC_sec_l1b_echo_lrm',
'UTC_sec_l1b_echo_plrm',
'UTC_sec_l1b_echo_sar_ku',
'acq_stat_l1b_echo_lrm',
'acq_stat_l1b_echo_plrm',
'acq_stat_l1b_echo_sar_ku',
'agc_c_l1b_echo_lrm',
'agc_c_l1b_echo_plrm',
'agc_cor_c_l1b_echo_lrm',
'agc_cor_c_l1b_echo_plrm',
'agc_cor_ku_l1b_echo_lrm',
'agc_cor_ku_l1b_echo_plrm',
'agc_cor_ku_l1b_echo_sar_ku',
'agc_ku_l1b_echo_lrm',
'agc_ku_l1b_echo_plrm',
'agc_ku_l1b_echo_sar_ku',
'agccode_c_l1b_echo_lrm',
'agccode_c_l1b_echo_plrm',
'agccode_ku_l1b_echo_lrm',
'agccode_ku_l1b_echo_plrm',
'agccode_ku_l1b_echo_sar_ku',
'alt_l1b_echo_lrm',
'alt_l1b_echo_plrm',
'alt_l1b_echo_sar_ku',
'beam_ang_stack_l1b_echo_sar_ku',
'beam_form_l1b_echo_sar_ku',
'cl_gain_l1b_echo_lrm',
'cl_gain_l1b_echo_plrm',
'cl_gain_l1b_echo_sar_ku',
'cor2_applied_l1b_echo_lrm',
'cor2_applied_l1b_echo_plrm',
'cor2_applied_l1b_echo_sar_ku',
'cor2_nav_dem_l1b_echo_lrm',
'cor2_nav_dem_l1b_echo_plrm',
'cor2_nav_dem_l1b_echo_sar_ku',
'dem_eeprom_l1b_echo_lrm',
'dem_eeprom_l1b_echo_plrm',
'dem_eeprom_l1b_echo_sar_ku',
'dh0_l1b_echo_lrm',
'dh0_l1b_echo_plrm',
'dh0_l1b_echo_sar_ku',
'dop_cor_c_l1b_echo_lrm',
'dop_cor_c_l1b_echo_plrm',
'dop_cor_ku_l1b_echo_lrm',
'dop_cor_ku_l1b_echo_plrm',
'echo_sample_ind',
'flag_gnss_status_l1b_echo_lrm',
'flag_gnss_status_l1b_echo_plrm',
'flag_gnss_status_l1b_echo_sar_ku',
'flag_man_plane_l1b_echo_lrm',
'flag_man_plane_l1b_echo_plrm',
'flag_man_plane_l1b_echo_sar_ku',
'flag_man_pres_l1b_echo_lrm',
'flag_man_pres_l1b_echo_plrm',
'flag_man_pres_l1b_echo_sar_ku',
'flag_man_thrust_l1b_echo_lrm',
'flag_man_thrust_l1b_echo_plrm',
'flag_man_thrust_l1b_echo_sar_ku',
'flag_time_corr_val_l1b_echo_lrm',
'flag_time_corr_val_l1b_echo_plrm',
'flag_time_corr_val_l1b_echo_sar_ku',
'flag_time_status_l1b_echo_lrm',
'flag_time_status_l1b_echo_plrm',
'flag_time_status_l1b_echo_sar_ku',
'h0_applied_l1b_echo_lrm',
'h0_applied_l1b_echo_plrm',
'h0_applied_l1b_echo_sar_ku',
'h0_nav_dem_l1b_echo_lrm',
'h0_nav_dem_l1b_echo_plrm',
'h0_nav_dem_l1b_echo_sar_ku',
'i2q2_meas_c_l1b_echo_lrm',
'i2q2_meas_c_l1b_echo_plrm',
'i2q2_meas_ku_l1b_echo_lrm',
'i2q2_meas_ku_l1b_echo_plrm',
'i2q2_meas_ku_l1b_echo_sar_ku',
'int_path_cor_c_l1b_echo_lrm',
'int_path_cor_c_l1b_echo_plrm',
'int_path_cor_ku_l1b_echo_lrm',
'int_path_cor_ku_l1b_echo_plrm',
'int_path_cor_ku_l1b_echo_sar_ku',
'isp_coarse_time_l1b_echo_lrm',
'isp_coarse_time_l1b_echo_plrm',
'isp_coarse_time_l1b_echo_sar_ku',
'isp_fine_time_l1b_echo_lrm',
'isp_fine_time_l1b_echo_plrm',
'isp_fine_time_l1b_echo_sar_ku',
'isp_time_status_l1b_echo_lrm',
'isp_time_status_l1b_echo_plrm',
'isp_time_status_l1b_echo_sar_ku',
'kurt_stack_l1b_echo_sar_ku',
'lat_l1b_echo_lrm',
'lat_l1b_echo_plrm',
'lat_l1b_echo_sar_ku',
'lon_l1b_echo_lrm',
'lon_l1b_echo_plrm',
'lon_l1b_echo_sar_ku',
'loss_track_l1b_echo_lrm',
'loss_track_l1b_echo_plrm',
'loss_track_l1b_echo_sar_ku',
'max_multi_stack_ind',
'max_stack_l1b_echo_sar_ku',
'mode_id_l1b_echo_lrm',
'nav_bul_coarse_time_l1b_echo_lrm',
'nav_bul_coarse_time_l1b_echo_plrm',
'nav_bul_coarse_time_l1b_echo_sar_ku',
'nav_bul_fine_time_l1b_echo_lrm',
'nav_bul_fine_time_l1b_echo_plrm',
'nav_bul_fine_time_l1b_echo_sar_ku',
'nav_bul_source_l1b_echo_lrm',
'nav_bul_source_l1b_echo_plrm',
'nav_bul_source_l1b_echo_sar_ku',
'nav_bul_status_l1b_echo_lrm',
'nav_bul_status_l1b_echo_plrm',
'nav_bul_status_l1b_echo_sar_ku',
'nb_stack_l1b_echo_sar_ku',
'oper_instr_l1b_echo_lrm',
'oper_instr_l1b_echo_plrm',
'oper_instr_l1b_echo_sar_ku',
'orb_alt_rate_l1b_echo_lrm',
'orb_alt_rate_l1b_echo_plrm',
'orb_alt_rate_l1b_echo_sar_ku',
'range_c_l1b_echo_lrm',
'range_c_l1b_echo_plrm',
'range_ku_l1b_echo_lrm',
'range_ku_l1b_echo_plrm',
'range_ku_l1b_echo_sar_ku',
'range_rate_l1b_echo_lrm',
'range_rate_l1b_echo_plrm',
'range_rate_l1b_echo_sar_ku',
'scale_factor_c_l1b_echo_lrm',
'scale_factor_c_l1b_echo_plrm',
'scale_factor_ku_l1b_echo_lrm',
'scale_factor_ku_l1b_echo_plrm',
'scale_factor_ku_l1b_echo_sar_ku',
'seq_count_l1b_echo_lrm',
'seq_count_l1b_echo_plrm',
'seq_count_l1b_echo_sar_ku',
'sig0_cal_c_l1b_echo_lrm',
'sig0_cal_c_l1b_echo_plrm',
'sig0_cal_ku_l1b_echo_lrm',
'sig0_cal_ku_l1b_echo_plrm',
'sig0_cal_ku_l1b_echo_sar_ku',
'skew_stack_l1b_echo_sar_ku',
'sral_fine_time_l1b_echo_lrm',
'sral_fine_time_l1b_echo_plrm',
'sral_fine_time_l1b_echo_sar_ku',
'stdev_stack_l1b_echo_sar_ku',
'surf_type_l1b_echo_lrm',
'surf_type_l1b_echo_plrm',
'surf_type_l1b_echo_sar_ku',
'time_l1b_echo_lrm',
'time_l1b_echo_plrm',
'time_l1b_echo_sar_ku',
'uso_cor_l1b_echo_lrm',
'uso_cor_l1b_echo_plrm',
'uso_cor_l1b_echo_sar_ku',
'weighting_l1b_echo_lrm',
'weighting_l1b_echo_plrm',
'weighting_l1b_echo_sar_ku',
'x_pos_l1b_echo_lrm',
'x_pos_l1b_echo_plrm',
'x_pos_l1b_echo_sar_ku',
'x_vel_l1b_echo_lrm',
'x_vel_l1b_echo_plrm',
'x_vel_l1b_echo_sar_ku',
'y_pos_l1b_echo_lrm',
'y_pos_l1b_echo_plrm',
'y_pos_l1b_echo_sar_ku',
'y_vel_l1b_echo_lrm',
'y_vel_l1b_echo_plrm',
'y_vel_l1b_echo_sar_ku',
'z_pos_l1b_echo_lrm',
'z_pos_l1b_echo_plrm',
'z_pos_l1b_echo_sar_ku',
'z_vel_l1b_echo_lrm',
'z_vel_l1b_echo_plrm',
'z_vel_l1b_echo_sar_ku']
In [19]:
insp.dim_name_to_size
Out[19]:
{'echo_sample_ind': 128,
'max_multi_stack_ind': 300,
'time_l1b_echo_lrm': 0,
'time_l1b_echo_plrm': 982,
'time_l1b_echo_sar_ku': 1021}
In [20]:
insp.dim_names_to_var_names
Out[20]:
{('echo_sample_ind',): {'echo_sample_ind'},
('max_multi_stack_ind',): {'max_multi_stack_ind'},
('time_l1b_echo_lrm',): {'GPS_time_l1b_echo_lrm',
'UTC_day_l1b_echo_lrm',
'UTC_sec_l1b_echo_lrm',
'acq_stat_l1b_echo_lrm',
'agc_c_l1b_echo_lrm',
'agc_cor_c_l1b_echo_lrm',
'agc_cor_ku_l1b_echo_lrm',
'agc_ku_l1b_echo_lrm',
'agccode_c_l1b_echo_lrm',
'agccode_ku_l1b_echo_lrm',
'alt_l1b_echo_lrm',
'cl_gain_l1b_echo_lrm',
'cor2_applied_l1b_echo_lrm',
'cor2_nav_dem_l1b_echo_lrm',
'dem_eeprom_l1b_echo_lrm',
'dh0_l1b_echo_lrm',
'dop_cor_c_l1b_echo_lrm',
'dop_cor_ku_l1b_echo_lrm',
'flag_gnss_status_l1b_echo_lrm',
'flag_man_plane_l1b_echo_lrm',
'flag_man_pres_l1b_echo_lrm',
'flag_man_thrust_l1b_echo_lrm',
'flag_time_corr_val_l1b_echo_lrm',
'flag_time_status_l1b_echo_lrm',
'h0_applied_l1b_echo_lrm',
'h0_nav_dem_l1b_echo_lrm',
'int_path_cor_c_l1b_echo_lrm',
'int_path_cor_ku_l1b_echo_lrm',
'isp_coarse_time_l1b_echo_lrm',
'isp_fine_time_l1b_echo_lrm',
'isp_time_status_l1b_echo_lrm',
'lat_l1b_echo_lrm',
'lon_l1b_echo_lrm',
'loss_track_l1b_echo_lrm',
'mode_id_l1b_echo_lrm',
'nav_bul_coarse_time_l1b_echo_lrm',
'nav_bul_fine_time_l1b_echo_lrm',
'nav_bul_source_l1b_echo_lrm',
'nav_bul_status_l1b_echo_lrm',
'oper_instr_l1b_echo_lrm',
'orb_alt_rate_l1b_echo_lrm',
'range_c_l1b_echo_lrm',
'range_ku_l1b_echo_lrm',
'range_rate_l1b_echo_lrm',
'scale_factor_c_l1b_echo_lrm',
'scale_factor_ku_l1b_echo_lrm',
'seq_count_l1b_echo_lrm',
'sig0_cal_c_l1b_echo_lrm',
'sig0_cal_ku_l1b_echo_lrm',
'sral_fine_time_l1b_echo_lrm',
'surf_type_l1b_echo_lrm',
'time_l1b_echo_lrm',
'uso_cor_l1b_echo_lrm',
'weighting_l1b_echo_lrm',
'x_pos_l1b_echo_lrm',
'x_vel_l1b_echo_lrm',
'y_pos_l1b_echo_lrm',
'y_vel_l1b_echo_lrm',
'z_pos_l1b_echo_lrm',
'z_vel_l1b_echo_lrm'},
('time_l1b_echo_lrm', 'echo_sample_ind'): {'i2q2_meas_c_l1b_echo_lrm',
'i2q2_meas_ku_l1b_echo_lrm'},
('time_l1b_echo_plrm',): {'GPS_time_l1b_echo_plrm',
'SAR_mode_l1b_echo_plrm',
'UTC_day_l1b_echo_plrm',
'UTC_sec_l1b_echo_plrm',
'acq_stat_l1b_echo_plrm',
'agc_c_l1b_echo_plrm',
'agc_cor_c_l1b_echo_plrm',
'agc_cor_ku_l1b_echo_plrm',
'agc_ku_l1b_echo_plrm',
'agccode_c_l1b_echo_plrm',
'agccode_ku_l1b_echo_plrm',
'alt_l1b_echo_plrm',
'cl_gain_l1b_echo_plrm',
'cor2_applied_l1b_echo_plrm',
'cor2_nav_dem_l1b_echo_plrm',
'dem_eeprom_l1b_echo_plrm',
'dh0_l1b_echo_plrm',
'dop_cor_c_l1b_echo_plrm',
'dop_cor_ku_l1b_echo_plrm',
'flag_gnss_status_l1b_echo_plrm',
'flag_man_plane_l1b_echo_plrm',
'flag_man_pres_l1b_echo_plrm',
'flag_man_thrust_l1b_echo_plrm',
'flag_time_corr_val_l1b_echo_plrm',
'flag_time_status_l1b_echo_plrm',
'h0_applied_l1b_echo_plrm',
'h0_nav_dem_l1b_echo_plrm',
'int_path_cor_c_l1b_echo_plrm',
'int_path_cor_ku_l1b_echo_plrm',
'isp_coarse_time_l1b_echo_plrm',
'isp_fine_time_l1b_echo_plrm',
'isp_time_status_l1b_echo_plrm',
'lat_l1b_echo_plrm',
'lon_l1b_echo_plrm',
'loss_track_l1b_echo_plrm',
'nav_bul_coarse_time_l1b_echo_plrm',
'nav_bul_fine_time_l1b_echo_plrm',
'nav_bul_source_l1b_echo_plrm',
'nav_bul_status_l1b_echo_plrm',
'oper_instr_l1b_echo_plrm',
'orb_alt_rate_l1b_echo_plrm',
'range_c_l1b_echo_plrm',
'range_ku_l1b_echo_plrm',
'range_rate_l1b_echo_plrm',
'scale_factor_c_l1b_echo_plrm',
'scale_factor_ku_l1b_echo_plrm',
'seq_count_l1b_echo_plrm',
'sig0_cal_c_l1b_echo_plrm',
'sig0_cal_ku_l1b_echo_plrm',
'sral_fine_time_l1b_echo_plrm',
'surf_type_l1b_echo_plrm',
'time_l1b_echo_plrm',
'uso_cor_l1b_echo_plrm',
'weighting_l1b_echo_plrm',
'x_pos_l1b_echo_plrm',
'x_vel_l1b_echo_plrm',
'y_pos_l1b_echo_plrm',
'y_vel_l1b_echo_plrm',
'z_pos_l1b_echo_plrm',
'z_vel_l1b_echo_plrm'},
('time_l1b_echo_plrm', 'echo_sample_ind'): {'i2q2_meas_c_l1b_echo_plrm',
'i2q2_meas_ku_l1b_echo_plrm'},
('time_l1b_echo_sar_ku',): {'GPS_time_l1b_echo_sar_ku',
'SAR_mode_l1b_echo_sar_ku',
'UTC_day_l1b_echo_sar_ku',
'UTC_sec_l1b_echo_sar_ku',
'acq_stat_l1b_echo_sar_ku',
'agc_cor_ku_l1b_echo_sar_ku',
'agc_ku_l1b_echo_sar_ku',
'agccode_ku_l1b_echo_sar_ku',
'alt_l1b_echo_sar_ku',
'beam_form_l1b_echo_sar_ku',
'cl_gain_l1b_echo_sar_ku',
'cor2_applied_l1b_echo_sar_ku',
'cor2_nav_dem_l1b_echo_sar_ku',
'dem_eeprom_l1b_echo_sar_ku',
'dh0_l1b_echo_sar_ku',
'flag_gnss_status_l1b_echo_sar_ku',
'flag_man_plane_l1b_echo_sar_ku',
'flag_man_pres_l1b_echo_sar_ku',
'flag_man_thrust_l1b_echo_sar_ku',
'flag_time_corr_val_l1b_echo_sar_ku',
'flag_time_status_l1b_echo_sar_ku',
'h0_applied_l1b_echo_sar_ku',
'h0_nav_dem_l1b_echo_sar_ku',
'int_path_cor_ku_l1b_echo_sar_ku',
'isp_coarse_time_l1b_echo_sar_ku',
'isp_fine_time_l1b_echo_sar_ku',
'isp_time_status_l1b_echo_sar_ku',
'kurt_stack_l1b_echo_sar_ku',
'lat_l1b_echo_sar_ku',
'lon_l1b_echo_sar_ku',
'loss_track_l1b_echo_sar_ku',
'max_stack_l1b_echo_sar_ku',
'nav_bul_coarse_time_l1b_echo_sar_ku',
'nav_bul_fine_time_l1b_echo_sar_ku',
'nav_bul_source_l1b_echo_sar_ku',
'nav_bul_status_l1b_echo_sar_ku',
'nb_stack_l1b_echo_sar_ku',
'oper_instr_l1b_echo_sar_ku',
'orb_alt_rate_l1b_echo_sar_ku',
'range_ku_l1b_echo_sar_ku',
'range_rate_l1b_echo_sar_ku',
'scale_factor_ku_l1b_echo_sar_ku',
'seq_count_l1b_echo_sar_ku',
'sig0_cal_ku_l1b_echo_sar_ku',
'skew_stack_l1b_echo_sar_ku',
'sral_fine_time_l1b_echo_sar_ku',
'stdev_stack_l1b_echo_sar_ku',
'surf_type_l1b_echo_sar_ku',
'time_l1b_echo_sar_ku',
'uso_cor_l1b_echo_sar_ku',
'weighting_l1b_echo_sar_ku',
'x_pos_l1b_echo_sar_ku',
'x_vel_l1b_echo_sar_ku',
'y_pos_l1b_echo_sar_ku',
'y_vel_l1b_echo_sar_ku',
'z_pos_l1b_echo_sar_ku',
'z_vel_l1b_echo_sar_ku'},
('time_l1b_echo_sar_ku', 'echo_sample_ind'): {'i2q2_meas_ku_l1b_echo_sar_ku'},
('time_l1b_echo_sar_ku',
'max_multi_stack_ind'): {'beam_ang_stack_l1b_echo_sar_ku'}}
In [21]:
var = insp.dataset['scale_factor_ku_l1b_echo_plrm']
In [22]:
var.name, var.dtype, var.dimensions, var.shape
Out[22]:
('scale_factor_ku_l1b_echo_plrm',
dtype('int32'),
('time_l1b_echo_plrm',),
(982,))
In [23]:
insp.dataset
Out[23]:
<class 'netCDF4._netCDF4.Dataset'>
root group (NETCDF4 data model, file format HDF5):
Conventions: CF-1.6
title: IPF SRAL Level 1 Measurement
mission_name: Sentinel 3A
altimeter_sensor_name: SRAL
gnss_sensor_name: GNSS
doris_sensor_name: DORIS
netcdf_version: 4.2 of Jul 5 2012 17:07:43 $
product_name: S3A_SR_1_SRA____20130415T054207_20130415T054257_20160426T132200_0050_006_219______LN3_O_ST_456.SEN3
institution: LN3
source: IPF-SR-1 06.00.00
history:
references: S3IPF PDS 003 - i2r1 - Product Data Format Specification - SRAL-MWR
contact: EOHElp@esa.int
creation_time: 2016-04-26T13:22:02Z
acq_station_name: KIRUNA
first_meas_time: 2013-04-15T05:42:07.196557Z
last_meas_time: 2013-04-15T05:42:57.206901Z
xref_altimeter_level0: S3A_SR_0_SRA____20130415T054207_20130415T054257_20130123T160000_______________________________.SEN3
xref_navatt_level0: S3A_TM_0_NAT____20130415T054207_20130415T054257_20130123T160000_______________________________.SEN3
xref_altimeter_orbit: S3A_SR___MDO_AX_20000101T000000_20991231T235959_20130123T160000_______________________________.SEN3
xref_doris_uso: S3A_SR_1_USO_AX_20000101T000000_20991231T235959_20130101T000000_______________________D_AL____.SEN3
xref_altimeter_ltm_lrm_cal1: S3A_SR_1_CA1LAX_20000101T000000_20991231T235959_20130123T160000___________________LN3_________.SEN3
xref_altimeter_ltm_sar_cal1: S3A_SR_1_CA1SAX_20000101T000000_20991231T235959_20151027T100000___________________LN3_________.SEN3
xref_altimeter_ltm_ku_cal2: S3A_SR_1_CA2KAX_20000101T000000_20991231T235959_20151027T100000___________________LN3_________.SEN3
xref_altimeter_ltm_c_cal2: S3A_SR_1_CA2CAX_20000101T000000_20991231T235959_20151027T100000___________________LN3_________.SEN3
xref_altimeter_characterisation: S3A_SR___CHDRAX_20000101T000000_20991231T235959_20151214T120000___________________MPC_O_AL_001.SEN3
semi_major_ellipsoid_axis: 6378137.0
ellipsoid_flattening: 0.00335281066475
dimensions(sizes): echo_sample_ind(128), max_multi_stack_ind(300), time_l1b_echo_lrm(0), time_l1b_echo_sar_ku(1021), time_l1b_echo_plrm(982)
variables(dimensions): int8 echo_sample_ind(echo_sample_ind), int16 max_multi_stack_ind(max_multi_stack_ind), float64 time_l1b_echo_lrm(time_l1b_echo_lrm), int16 UTC_day_l1b_echo_lrm(time_l1b_echo_lrm), float64 UTC_sec_l1b_echo_lrm(time_l1b_echo_lrm), float64 GPS_time_l1b_echo_lrm(time_l1b_echo_lrm), uint32 isp_coarse_time_l1b_echo_lrm(time_l1b_echo_lrm), int32 isp_fine_time_l1b_echo_lrm(time_l1b_echo_lrm), uint32 sral_fine_time_l1b_echo_lrm(time_l1b_echo_lrm), int32 lat_l1b_echo_lrm(time_l1b_echo_lrm), int32 lon_l1b_echo_lrm(time_l1b_echo_lrm), int32 alt_l1b_echo_lrm(time_l1b_echo_lrm), int16 orb_alt_rate_l1b_echo_lrm(time_l1b_echo_lrm), int8 flag_time_status_l1b_echo_lrm(time_l1b_echo_lrm), int8 flag_time_corr_val_l1b_echo_lrm(time_l1b_echo_lrm), int8 flag_man_pres_l1b_echo_lrm(time_l1b_echo_lrm), int8 flag_man_thrust_l1b_echo_lrm(time_l1b_echo_lrm), int8 flag_man_plane_l1b_echo_lrm(time_l1b_echo_lrm), int8 flag_gnss_status_l1b_echo_lrm(time_l1b_echo_lrm), float64 x_pos_l1b_echo_lrm(time_l1b_echo_lrm), float64 y_pos_l1b_echo_lrm(time_l1b_echo_lrm), float64 z_pos_l1b_echo_lrm(time_l1b_echo_lrm), float64 x_vel_l1b_echo_lrm(time_l1b_echo_lrm), float64 y_vel_l1b_echo_lrm(time_l1b_echo_lrm), float64 z_vel_l1b_echo_lrm(time_l1b_echo_lrm), int8 nav_bul_status_l1b_echo_lrm(time_l1b_echo_lrm), int8 nav_bul_source_l1b_echo_lrm(time_l1b_echo_lrm), uint32 nav_bul_coarse_time_l1b_echo_lrm(time_l1b_echo_lrm), uint32 nav_bul_fine_time_l1b_echo_lrm(time_l1b_echo_lrm), uint16 seq_count_l1b_echo_lrm(time_l1b_echo_lrm), int8 isp_time_status_l1b_echo_lrm(time_l1b_echo_lrm), int8 oper_instr_l1b_echo_lrm(time_l1b_echo_lrm), int8 mode_id_l1b_echo_lrm(time_l1b_echo_lrm), int8 cl_gain_l1b_echo_lrm(time_l1b_echo_lrm), int8 acq_stat_l1b_echo_lrm(time_l1b_echo_lrm), int8 dem_eeprom_l1b_echo_lrm(time_l1b_echo_lrm), int8 weighting_l1b_echo_lrm(time_l1b_echo_lrm), int8 loss_track_l1b_echo_lrm(time_l1b_echo_lrm), uint32 h0_nav_dem_l1b_echo_lrm(time_l1b_echo_lrm), uint32 h0_applied_l1b_echo_lrm(time_l1b_echo_lrm), int16 cor2_nav_dem_l1b_echo_lrm(time_l1b_echo_lrm), int16 cor2_applied_l1b_echo_lrm(time_l1b_echo_lrm), int32 dh0_l1b_echo_lrm(time_l1b_echo_lrm), int8 agccode_ku_l1b_echo_lrm(time_l1b_echo_lrm), int8 agccode_c_l1b_echo_lrm(time_l1b_echo_lrm), int8 surf_type_l1b_echo_lrm(time_l1b_echo_lrm), int32 range_ku_l1b_echo_lrm(time_l1b_echo_lrm), int32 range_c_l1b_echo_lrm(time_l1b_echo_lrm), int32 uso_cor_l1b_echo_lrm(time_l1b_echo_lrm), int32 int_path_cor_ku_l1b_echo_lrm(time_l1b_echo_lrm), int32 int_path_cor_c_l1b_echo_lrm(time_l1b_echo_lrm), int32 dop_cor_ku_l1b_echo_lrm(time_l1b_echo_lrm), int32 dop_cor_c_l1b_echo_lrm(time_l1b_echo_lrm), int32 range_rate_l1b_echo_lrm(time_l1b_echo_lrm), int32 agc_ku_l1b_echo_lrm(time_l1b_echo_lrm), int32 agc_c_l1b_echo_lrm(time_l1b_echo_lrm), int32 scale_factor_ku_l1b_echo_lrm(time_l1b_echo_lrm), int32 scale_factor_c_l1b_echo_lrm(time_l1b_echo_lrm), int32 agc_cor_ku_l1b_echo_lrm(time_l1b_echo_lrm), int32 agc_cor_c_l1b_echo_lrm(time_l1b_echo_lrm), int32 sig0_cal_ku_l1b_echo_lrm(time_l1b_echo_lrm), int32 sig0_cal_c_l1b_echo_lrm(time_l1b_echo_lrm), uint32 i2q2_meas_ku_l1b_echo_lrm(time_l1b_echo_lrm,echo_sample_ind), uint32 i2q2_meas_c_l1b_echo_lrm(time_l1b_echo_lrm,echo_sample_ind), float64 time_l1b_echo_sar_ku(time_l1b_echo_sar_k), int16 UTC_day_l1b_echo_sar_ku(time_l1b_echo_sar_k), float64 UTC_sec_l1b_echo_sar_ku(time_l1b_echo_sar_k), float64 GPS_time_l1b_echo_sar_ku(time_l1b_echo_sar_k), uint32 isp_coarse_time_l1b_echo_sar_ku(time_l1b_echo_sar_k), int32 isp_fine_time_l1b_echo_sar_ku(time_l1b_echo_sar_k), uint32 sral_fine_time_l1b_echo_sar_ku(time_l1b_echo_sar_k), int32 lat_l1b_echo_sar_ku(time_l1b_echo_sar_k), int32 lon_l1b_echo_sar_ku(time_l1b_echo_sar_k), int32 alt_l1b_echo_sar_ku(time_l1b_echo_sar_k), int16 orb_alt_rate_l1b_echo_sar_ku(time_l1b_echo_sar_k), int8 flag_time_status_l1b_echo_sar_ku(time_l1b_echo_sar_k), int8 flag_time_corr_val_l1b_echo_sar_ku(time_l1b_echo_sar_k), int8 flag_man_pres_l1b_echo_sar_ku(time_l1b_echo_sar_k), int8 flag_man_thrust_l1b_echo_sar_ku(time_l1b_echo_sar_k), int8 flag_man_plane_l1b_echo_sar_ku(time_l1b_echo_sar_k), int8 flag_gnss_status_l1b_echo_sar_ku(time_l1b_echo_sar_k), float64 x_pos_l1b_echo_sar_ku(time_l1b_echo_sar_k), float64 y_pos_l1b_echo_sar_ku(time_l1b_echo_sar_k), float64 z_pos_l1b_echo_sar_ku(time_l1b_echo_sar_k), float64 x_vel_l1b_echo_sar_ku(time_l1b_echo_sar_k), float64 y_vel_l1b_echo_sar_ku(time_l1b_echo_sar_k), float64 z_vel_l1b_echo_sar_ku(time_l1b_echo_sar_k), int8 nav_bul_status_l1b_echo_sar_ku(time_l1b_echo_sar_k), int8 nav_bul_source_l1b_echo_sar_ku(time_l1b_echo_sar_k), uint32 nav_bul_coarse_time_l1b_echo_sar_ku(time_l1b_echo_sar_k), uint32 nav_bul_fine_time_l1b_echo_sar_ku(time_l1b_echo_sar_k), uint16 seq_count_l1b_echo_sar_ku(time_l1b_echo_sar_k), int8 isp_time_status_l1b_echo_sar_ku(time_l1b_echo_sar_k), int8 oper_instr_l1b_echo_sar_ku(time_l1b_echo_sar_k), int8 SAR_mode_l1b_echo_sar_ku(time_l1b_echo_sar_k), int8 cl_gain_l1b_echo_sar_ku(time_l1b_echo_sar_k), int8 acq_stat_l1b_echo_sar_ku(time_l1b_echo_sar_k), int8 dem_eeprom_l1b_echo_sar_ku(time_l1b_echo_sar_k), int8 weighting_l1b_echo_sar_ku(time_l1b_echo_sar_k), int8 loss_track_l1b_echo_sar_ku(time_l1b_echo_sar_k), uint32 h0_nav_dem_l1b_echo_sar_ku(time_l1b_echo_sar_k), uint32 h0_applied_l1b_echo_sar_ku(time_l1b_echo_sar_k), int16 cor2_nav_dem_l1b_echo_sar_ku(time_l1b_echo_sar_k), int16 cor2_applied_l1b_echo_sar_ku(time_l1b_echo_sar_k), int32 dh0_l1b_echo_sar_ku(time_l1b_echo_sar_k), int8 agccode_ku_l1b_echo_sar_ku(time_l1b_echo_sar_k), int8 surf_type_l1b_echo_sar_ku(time_l1b_echo_sar_k), int32 range_ku_l1b_echo_sar_ku(time_l1b_echo_sar_k), int32 uso_cor_l1b_echo_sar_ku(time_l1b_echo_sar_k), int32 int_path_cor_ku_l1b_echo_sar_ku(time_l1b_echo_sar_k), int32 range_rate_l1b_echo_sar_ku(time_l1b_echo_sar_k), int32 agc_ku_l1b_echo_sar_ku(time_l1b_echo_sar_k), int32 scale_factor_ku_l1b_echo_sar_ku(time_l1b_echo_sar_k), int32 agc_cor_ku_l1b_echo_sar_ku(time_l1b_echo_sar_k), int32 sig0_cal_ku_l1b_echo_sar_ku(time_l1b_echo_sar_k), uint16 nb_stack_l1b_echo_sar_ku(time_l1b_echo_sar_k), uint32 max_stack_l1b_echo_sar_ku(time_l1b_echo_sar_k), uint32 stdev_stack_l1b_echo_sar_ku(time_l1b_echo_sar_k), int32 skew_stack_l1b_echo_sar_ku(time_l1b_echo_sar_k), int32 kurt_stack_l1b_echo_sar_ku(time_l1b_echo_sar_k), int16 beam_ang_stack_l1b_echo_sar_ku(time_l1b_echo_sar_k,max_multi_stack_ind), uint16 beam_form_l1b_echo_sar_ku(time_l1b_echo_sar_k), uint32 i2q2_meas_ku_l1b_echo_sar_ku(time_l1b_echo_sar_k,echo_sample_ind), float64 time_l1b_echo_plrm(time_l1b_echo_plrm), int16 UTC_day_l1b_echo_plrm(time_l1b_echo_plrm), float64 UTC_sec_l1b_echo_plrm(time_l1b_echo_plrm), float64 GPS_time_l1b_echo_plrm(time_l1b_echo_plrm), uint32 isp_coarse_time_l1b_echo_plrm(time_l1b_echo_plrm), int32 isp_fine_time_l1b_echo_plrm(time_l1b_echo_plrm), uint32 sral_fine_time_l1b_echo_plrm(time_l1b_echo_plrm), int32 lat_l1b_echo_plrm(time_l1b_echo_plrm), int32 lon_l1b_echo_plrm(time_l1b_echo_plrm), int32 alt_l1b_echo_plrm(time_l1b_echo_plrm), int16 orb_alt_rate_l1b_echo_plrm(time_l1b_echo_plrm), int8 flag_time_status_l1b_echo_plrm(time_l1b_echo_plrm), int8 flag_time_corr_val_l1b_echo_plrm(time_l1b_echo_plrm), int8 flag_man_pres_l1b_echo_plrm(time_l1b_echo_plrm), int8 flag_man_thrust_l1b_echo_plrm(time_l1b_echo_plrm), int8 flag_man_plane_l1b_echo_plrm(time_l1b_echo_plrm), int8 flag_gnss_status_l1b_echo_plrm(time_l1b_echo_plrm), float64 x_pos_l1b_echo_plrm(time_l1b_echo_plrm), float64 y_pos_l1b_echo_plrm(time_l1b_echo_plrm), float64 z_pos_l1b_echo_plrm(time_l1b_echo_plrm), float64 x_vel_l1b_echo_plrm(time_l1b_echo_plrm), float64 y_vel_l1b_echo_plrm(time_l1b_echo_plrm), float64 z_vel_l1b_echo_plrm(time_l1b_echo_plrm), int8 nav_bul_status_l1b_echo_plrm(time_l1b_echo_plrm), int8 nav_bul_source_l1b_echo_plrm(time_l1b_echo_plrm), uint32 nav_bul_coarse_time_l1b_echo_plrm(time_l1b_echo_plrm), uint32 nav_bul_fine_time_l1b_echo_plrm(time_l1b_echo_plrm), uint16 seq_count_l1b_echo_plrm(time_l1b_echo_plrm), int8 isp_time_status_l1b_echo_plrm(time_l1b_echo_plrm), int8 oper_instr_l1b_echo_plrm(time_l1b_echo_plrm), int8 SAR_mode_l1b_echo_plrm(time_l1b_echo_plrm), int8 cl_gain_l1b_echo_plrm(time_l1b_echo_plrm), int8 acq_stat_l1b_echo_plrm(time_l1b_echo_plrm), int8 dem_eeprom_l1b_echo_plrm(time_l1b_echo_plrm), int8 weighting_l1b_echo_plrm(time_l1b_echo_plrm), int8 loss_track_l1b_echo_plrm(time_l1b_echo_plrm), uint32 h0_nav_dem_l1b_echo_plrm(time_l1b_echo_plrm), uint32 h0_applied_l1b_echo_plrm(time_l1b_echo_plrm), int16 cor2_nav_dem_l1b_echo_plrm(time_l1b_echo_plrm), int16 cor2_applied_l1b_echo_plrm(time_l1b_echo_plrm), int32 dh0_l1b_echo_plrm(time_l1b_echo_plrm), int8 agccode_ku_l1b_echo_plrm(time_l1b_echo_plrm), int8 agccode_c_l1b_echo_plrm(time_l1b_echo_plrm), int8 surf_type_l1b_echo_plrm(time_l1b_echo_plrm), int32 range_ku_l1b_echo_plrm(time_l1b_echo_plrm), int32 range_c_l1b_echo_plrm(time_l1b_echo_plrm), int32 uso_cor_l1b_echo_plrm(time_l1b_echo_plrm), int32 int_path_cor_ku_l1b_echo_plrm(time_l1b_echo_plrm), int32 int_path_cor_c_l1b_echo_plrm(time_l1b_echo_plrm), int32 dop_cor_ku_l1b_echo_plrm(time_l1b_echo_plrm), int32 dop_cor_c_l1b_echo_plrm(time_l1b_echo_plrm), int32 range_rate_l1b_echo_plrm(time_l1b_echo_plrm), int32 agc_ku_l1b_echo_plrm(time_l1b_echo_plrm), int32 agc_c_l1b_echo_plrm(time_l1b_echo_plrm), int32 scale_factor_ku_l1b_echo_plrm(time_l1b_echo_plrm), int32 scale_factor_c_l1b_echo_plrm(time_l1b_echo_plrm), int32 agc_cor_ku_l1b_echo_plrm(time_l1b_echo_plrm), int32 agc_cor_c_l1b_echo_plrm(time_l1b_echo_plrm), int32 sig0_cal_ku_l1b_echo_plrm(time_l1b_echo_plrm), int32 sig0_cal_c_l1b_echo_plrm(time_l1b_echo_plrm), uint32 i2q2_meas_ku_l1b_echo_plrm(time_l1b_echo_plrm,echo_sample_ind), uint32 i2q2_meas_c_l1b_echo_plrm(time_l1b_echo_plrm,echo_sample_ind)
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Content source: DeDop/dedop-core
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