Commit 9a44bffd authored by LIBES Maurice's avatar LIBES Maurice 🏋🏾
Browse files

modifié : global_attributes.csv générique

	modifié :         global_attributes.csv
parent ebf64e9a
nom_colonnes,Date,Pressure,Depth,Temperature,Serial_Number,Conductivity,Salinity,Fluorescence,Latitude,Longitude,Irradiance,Transmission,Density,Oxygen_ml.l-1,Oxygen_umol.kg-1
unites,date,dba,m,degree_C,number,S.m-1,PSU,RFU,degree_north,degree_east,w/m-2,%,g/m-3,ml.l-1,umol.kg-1
standard_name,date,water_pressure,water_depth,Temperatur,Serial_Number,conduct,Salin,Fluoresc,latitude,longitude,irra,Transmission,densité,oxygen_concentration,oxygen_concentration
long_name,date,pression,profondeur,Temp,numero serie,conductivté,SA,Fluo,Lat,Long,Irradiance,Transmi,densité,Oxy_ml/l,Oxy_umol/kg
dimension,,,1,,,,,,,,,,,,
cf_role,,,,,,,,,1,1,,,,,
,2011-01-16T09:38:00,2.0,-2.0,13.267,CS123-wx1z,4.451518,38.145,0.3934,42.48,6.06,-999,81.4683,28.7755,4.71385,204.593
,2011-01-16T09:38:00,3.0,-3.0,13.265,CS123-wx1z,4.451356,38.144,0.4015,42.48,6.06,-999,81.5365,28.7756,4.73099,205.336
,2011-01-16T09:38:00,4.0,-4.0,13.264,CS123-wx1z,4.451313,38.144,0.3895,42.48,6.06,-999,81.6139,28.7760,4.74748,206.052
,2011-01-16T09:38:00,5.0,-5.0,13.263,CS123-wx1z,4.451267,38.145,0.4068,42.48,6.06,-999,81.5679,28.7764,4.75764,206.493
,2011-01-16T09:38:00,6.0,-6.0,13.26,CS123-wx1z,4.451170,38.145,0.4099,42.48,6.06,-999,81.6013,28.7777,4.75711,206.470
,2011-01-16T09:38:00,7.0,-7.0,13.255,CS123-wx1z,4.451710,38.156,0.4107,42.48,6.06,-999,81.6493,28.7871,4.73903,205.683
,2011-01-16T09:38:00,8.0,-8.0,13.244,CS123-wx1z,4.452752,38.177,0.4083,42.48,6.06,-999,81.6306,28.8054,4.71672,204.712
,2011-01-16T09:38:00,9.0,-9.0,13.235,CS123-wx1z,4.452548,38.183,0.3966,42.48,6.06,-999,81.7723,28.8118,4.70783,204.326
,2011-01-16T09:38:00,10.0,-10.0,13.24,CS123-wx1z,4.453613,38.188,0.3837,42.48,6.06,-999,81.9261,28.8152,4.69542,203.786
,2011-01-16T09:38:00,11.0,-11.0,13.259,CS123-wx1z,4.457040,38.2,0.3846,42.48,6.06,-999,82.0884,28.8209,4.67019,202.689
,2011-01-16T09:38:00,12.0,-12.0,13.266,CS123-wx1z,4.458896,38.211,0.3856,42.48,6.06,-999,82.1619,28.8282,4.64668,201.667
,2011-01-16T09:38:00,13.0,-13.0,13.263,CS123-wx1z,4.458859,38.213,0.3790,42.48,6.06,-999,82.2632,28.8299,4.63325,201.084
,2011-01-16T09:38:00,14.0,-14.0,13.27,CS123-wx1z,4.459812,38.215,0.3507,42.48,6.06,-999,82.3466,28.8306,4.61502,200.293
,2011-01-16T09:38:00,15.0,-15.0,13.271,CS123-wx1z,4.460363,38.218,0.3521,42.48,6.06,-999,82.4808,28.8328,4.60032,199.654
,2011-01-16T09:38:00,16.0,-16.0,13.269,CS123-wx1z,4.460481,38.221,0.3515,42.48,6.06,-999,82.6418,28.8349,4.58943,199.181
,2011-01-16T09:38:00,17.0,-17.0,13.266,CS123-wx1z,4.460486,38.224,0.3453,42.48,6.06,-999,82.8017,28.8380,4.58300,198.902
,2011-01-16T09:38:00,18.0,-18.0,13.259,CS123-wx1z,4.460868,38.234,0.3389,42.48,6.06,-999,82.8780,28.8472,4.57596,198.595
,2011-01-16T09:38:00,19.0,-19.0,13.256,CS123-wx1z,4.461149,38.24,0.3342,42.48,6.06,-999,82.9443,28.8525,4.56598,198.161
,2011-01-16T09:38:00,20.0,-20.0,13.253,CS123-wx1z,4.461394,38.244,0.3417,42.48,6.06,-999,82.9901,28.8567,4.54922,197.433
,2011-01-16T09:38:00,21.0,-21.0,13.249,CS123-wx1z,4.461601,38.25,0.3308,42.48,6.06,-999,83.0772,28.8617,4.53624,196.869
,2011-01-16T09:38:00,22.0,-22.0,13.242,CS123-wx1z,4.461588,38.256,0.3297,42.48,6.06,-999,83.1705,28.8680,4.53043,196.616
,2011-01-16T09:38:00,23.0,-23.0,13.221,CS123-wx1z,4.460377,38.267,0.3355,42.48,6.06,-999,83.2340,28.8801,4.53481,196.805
,2011-01-16T09:38:00,24.0,-24.0,13.204,CS123-wx1z,4.458903,38.269,0.2897,42.48,6.06,-999,83.3225,28.8854,4.53832,196.957
,2011-01-16T09:38:00,25.0,-25.0,13.193,CS123-wx1z,4.457817,38.269,0.3317,42.48,6.06,-999,83.4404,28.8878,4.54064,197.058
,2011-01-16T09:38:00,26.0,-26.0,13.195,CS123-wx1z,4.458367,38.272,0.2938,42.48,6.06,-999,83.4663,28.8898,4.52885,196.546
,2011-01-16T09:38:00,27.0,-27.0,13.202,CS123-wx1z,4.459790,38.278,0.2913,42.48,6.06,-999,83.5152,28.8928,4.51511,195.949
,2011-01-16T09:38:00,28.0,-28.0,13.207,CS123-wx1z,4.460566,38.28,0.2864,42.48,6.06,-999,83.5792,28.8938,4.49726,195.173
,2011-01-16T09:38:00,29.0,-29.0,13.21,CS123-wx1z,4.461125,38.282,0.2884,42.48,6.06,-999,83.6714,28.8948,4.48878,194.805
,2011-01-16T09:38:00,30.0,-30.0,13.208,CS123-wx1z,4.461209,38.284,0.2889,42.48,6.06,-999,83.7142,28.8969,4.48209,194.515
,2011-01-16T09:38:00,31.0,-31.0,13.2,CS123-wx1z,4.460424,38.284,0.2891,42.48,6.06,-999,83.7653,28.8987,4.48304,194.556
,2011-01-16T09:38:00,32.0,-32.0,13.183,CS123-wx1z,4.458651,38.284,0.2928,42.48,6.06,-999,83.7770,28.9017,4.49325,194.999
,2011-01-16T09:38:00,33.0,-33.0,13.175,CS123-wx1z,4.457861,38.285,0.2870,42.48,6.06,-999,83.8290,28.9040,4.49113,194.908
,2011-01-16T09:38:00,34.0,-34.0,13.184,CS123-wx1z,4.459468,38.289,0.2970,42.48,6.06,-999,83.8365,28.9062,4.46736,193.875
,2011-01-16T09:38:00,35.0,-35.0,13.217,CS123-wx1z,4.464302,38.301,0.2990,42.48,6.06,-999,83.8981,28.9092,4.41974,191.806
,2011-01-16T09:38:00,36.0,-36.0,13.241,CS123-wx1z,4.467902,38.311,0.2729,42.48,6.06,-999,83.9813,28.9122,4.38349,190.231
,2011-01-16T09:38:00,37.0,-37.0,13.264,CS123-wx1z,4.471219,38.318,0.2732,42.48,6.06,-999,84.0528,28.9132,4.35007,188.779
,2011-01-16T09:38:00,38.0,-38.0,13.295,CS123-wx1z,4.475914,38.331,0.2735,42.48,6.06,-999,84.1345,28.9175,4.29525,186.398
,2011-01-16T09:38:00,39.0,-39.0,13.31,CS123-wx1z,4.478162,38.337,0.2410,42.48,6.06,-999,84.2226,28.9191,4.26944,185.277
,2011-01-16T09:38:00,40.0,-40.0,13.291,CS123-wx1z,4.475996,38.336,0.2519,42.48,6.06,-999,84.2182,28.9212,4.27287,185.427
,2011-01-16T09:38:00,41.0,-41.0,13.265,CS123-wx1z,4.472853,38.332,0.2590,42.48,6.06,-999,84.2739,28.9237,4.28986,186.165
,2011-01-16T09:38:00,42.0,-42.0,13.245,CS123-wx1z,4.470579,38.331,0.2321,42.48,6.06,-999,84.3005,28.9262,4.30707,186.912
,2011-01-16T09:38:00,43.0,-43.0,13.23,CS123-wx1z,4.468977,38.33,0.2286,42.48,6.06,-999,84.3068,28.9284,4.31706,187.346
,2011-01-16T09:38:00,44.0,-44.0,13.222,CS123-wx1z,4.468319,38.331,0.2334,42.48,6.06,-999,84.3212,28.9311,4.31581,187.292
,2011-01-16T09:38:00,45.0,-45.0,13.23,CS123-wx1z,4.469621,38.336,0.2730,42.48,6.06,-999,84.3353,28.9331,4.31063,187.066
,2011-01-16T09:38:00,46.0,-46.0,13.253,CS123-wx1z,4.472983,38.343,0.2721,42.48,6.06,-999,84.3352,28.9345,4.26074,184.900
,2011-01-16T09:38:00,47.0,-47.0,13.334,CS123-wx1z,4.484371,38.369,0.2260,42.48,6.06,-999,84.3767,28.9390,4.17684,181.254
,2011-01-16T09:38:00,48.0,-48.0,13.363,CS123-wx1z,4.488319,38.377,0.2302,42.48,6.06,-999,84.4173,28.9396,4.12716,179.097
,2011-01-16T09:38:00,49.0,-49.0,13.378,CS123-wx1z,4.490451,38.381,0.2272,42.48,6.06,-999,84.4685,28.9393,4.10456,178.116
,2011-01-16T09:38:00,50.0,-50.0,13.377,CS123-wx1z,4.490387,38.381,0.2286,42.48,6.06,-999,84.5328,28.9396,4.09171,177.558
,2011-01-16T09:38:00,51.0,-51.0,13.37,CS123-wx1z,4.489460,38.38,0.2268,42.48,6.06,-999,84.6246,28.9397,4.08129,177.106
,2011-01-16T09:38:00,52.0,-52.0,13.401,CS123-wx1z,4.493868,38.389,0.2303,42.48,6.06,-999,84.6489,28.9410,4.06145,176.243
,2011-01-16T09:38:00,53.0,-53.0,13.414,CS123-wx1z,4.495417,38.391,0.2169,42.48,6.06,-999,84.6484,28.9393,4.05177,175.823
,2011-01-16T09:38:00,54.0,-54.0,13.405,CS123-wx1z,4.494316,38.389,0.1949,42.48,6.06,-999,84.6880,28.9397,4.04332,175.457
,2011-01-16T09:38:00,55.0,-55.0,13.41,CS123-wx1z,4.495044,38.391,0.2167,42.48,6.06,-999,84.7205,28.9401,4.03811,175.230
,2011-01-16T09:38:00,56.0,-56.0,13.411,CS123-wx1z,4.495167,38.391,0.1952,42.48,6.06,-999,84.7124,28.9401,4.03130,174.935
,2011-01-16T09:38:00,57.0,-57.0,13.433,CS123-wx1z,4.498229,38.398,0.2288,42.48,6.06,-999,84.7216,28.9403,4.01166,174.082
,2011-01-16T09:38:00,58.0,-58.0,13.452,CS123-wx1z,4.501061,38.404,0.1846,42.48,6.06,-999,84.7248,28.9416,3.99044,173.159
,2011-01-16T09:38:00,59.0,-59.0,13.474,CS123-wx1z,4.503958,38.41,0.1829,42.48,6.06,-999,84.7457,28.9416,3.95328,171.546
,2011-01-16T09:38:00,60.0,-60.0,13.519,CS123-wx1z,4.510263,38.423,0.1829,42.48,6.06,-999,84.7752,28.9428,3.91504,169.884
,2011-01-16T09:38:00,61.0,-61.0,13.525,CS123-wx1z,4.511164,38.425,0.1829,42.48,6.06,-999,84.8126,28.9431,3.88457,168.562
,2011-01-16T09:38:00,62.0,-62.0,13.564,CS123-wx1z,4.516877,38.44,0.1829,42.48,6.06,-999,84.8135,28.9466,3.84884,167.009
,2011-01-16T09:38:00,63.0,-63.0,13.575,CS123-wx1z,4.518281,38.442,0.1722,42.48,6.06,-999,84.8493,28.9461,3.82691,166.058
,2011-01-16T09:38:00,64.0,-64.0,13.572,CS123-wx1z,4.518183,38.443,0.1747,42.48,6.06,-999,84.8916,28.9474,3.81473,165.529
,2011-01-16T09:38:00,65.0,-65.0,13.569,CS123-wx1z,4.517855,38.444,0.1828,42.48,6.06,-999,84.9225,28.9479,3.80939,165.297
,2011-01-16T09:38:00,66.0,-66.0,13.563,CS123-wx1z,4.517146,38.443,0.1829,42.48,6.06,-999,84.9400,28.9484,3.80848,165.258
,2011-01-16T09:38:00,67.0,-67.0,13.563,CS123-wx1z,4.517262,38.444,0.1829,42.48,6.06,-999,84.9524,28.9492,3.80330,165.033
,2011-01-16T09:38:00,68.0,-68.0,13.563,CS123-wx1z,4.517516,38.446,0.1800,42.48,6.06,-999,84.9602,28.9499,3.79840,164.820
,2011-01-16T09:38:00,69.0,-69.0,13.559,CS123-wx1z,4.517078,38.446,0.1694,42.48,6.06,-999,84.9600,28.9509,3.79381,164.621
,2011-01-16T09:38:00,70.0,-70.0,13.544,CS123-wx1z,4.515302,38.444,0.1830,42.48,6.06,-999,84.9845,28.9525,3.79533,164.687
,2011-01-16T09:38:00,71.0,-71.0,13.528,CS123-wx1z,4.513427,38.442,0.1842,42.48,6.06,-999,84.9834,28.9536,3.80443,165.083
,2011-01-16T09:38:00,72.0,-72.0,13.52,CS123-wx1z,4.512426,38.441,0.1829,42.48,6.06,-999,84.9971,28.9543,3.81232,165.425
,2011-01-16T09:38:00,73.0,-73.0,13.509,CS123-wx1z,4.511123,38.438,0.1721,42.48,6.06,-999,85.0093,28.9546,3.81640,165.603
,2011-01-16T09:38:00,74.0,-74.0,13.498,CS123-wx1z,4.509808,38.437,0.1829,42.48,6.06,-999,85.0041,28.9558,3.82230,165.859
,2011-01-16T09:38:00,75.0,-75.0,13.492,CS123-wx1z,4.509146,38.437,0.1678,42.48,6.06,-999,84.9973,28.9570,3.82809,166.110
,2011-01-16T09:38:00,76.0,-76.0,13.485,CS123-wx1z,4.508460,38.436,0.1637,42.48,6.06,-999,85.0034,28.9579,3.82975,166.183
,2011-01-16T09:38:00,77.0,-77.0,13.469,CS123-wx1z,4.506556,38.434,0.1660,42.48,6.06,-999,85.0052,28.9593,3.83484,166.404
,2011-01-16T09:38:00,78.0,-78.0,13.456,CS123-wx1z,4.504880,38.432,0.1760,42.48,6.06,-999,85.0092,28.9604,3.83983,166.621
,2011-01-16T09:38:00,79.0,-79.0,13.445,CS123-wx1z,4.503581,38.43,0.1829,42.48,6.06,-999,85.0140,28.9607,3.85005,167.065
,2011-01-16T09:38:00,80.0,-80.0,13.43,CS123-wx1z,4.501633,38.426,0.1829,42.48,6.06,-999,85.0152,28.9614,3.86882,167.880
,2011-01-16T09:38:00,81.0,-81.0,13.402,CS123-wx1z,4.498120,38.421,0.1829,42.48,6.06,-999,84.9977,28.9629,3.88778,168.704
,2011-01-16T09:38:00,82.0,-82.0,13.377,CS123-wx1z,4.495138,38.418,0.1829,42.48,6.06,-999,85.0103,28.9653,3.90669,169.525
,2011-01-16T09:38:00,83.0,-83.0,13.362,CS123-wx1z,4.493450,38.416,0.1829,42.48,6.06,-999,85.0057,28.9666,3.91700,169.973
,2011-01-16T09:38:00,84.0,-84.0,13.361,CS123-wx1z,4.493565,38.417,0.1786,42.48,6.06,-999,84.9946,28.9685,3.92412,170.282
,2011-01-16T09:38:00,85.0,-85.0,13.349,CS123-wx1z,4.492177,38.415,0.1713,42.48,6.06,-999,84.9955,28.9694,3.92886,170.487
,2011-01-16T09:38:00,86.0,-86.0,13.342,CS123-wx1z,4.491377,38.414,0.1630,42.48,6.06,-999,85.0019,28.9703,3.93826,170.896
,2011-01-16T09:38:00,87.0,-87.0,13.334,CS123-wx1z,4.490512,38.413,0.1769,42.48,6.06,-999,85.0091,28.9711,3.94881,171.354
,2011-01-16T09:38:00,88.0,-88.0,13.329,CS123-wx1z,4.489870,38.413,0.1828,42.48,6.06,-999,85.0114,28.9719,3.95396,171.577
,2011-01-16T09:38:00,89.0,-89.0,13.32,CS123-wx1z,4.488943,38.411,0.1829,42.48,6.06,-999,84.9956,28.9727,3.95761,171.736
,2011-01-16T09:38:00,90.0,-90.0,13.308,CS123-wx1z,4.487391,38.409,0.1829,42.48,6.06,-999,84.9930,28.9733,3.96352,171.993
,2011-01-16T09:38:00,91.0,-91.0,13.29,CS123-wx1z,4.485344,38.406,0.1829,42.48,6.06,-999,85.0006,28.9750,3.98050,172.730
,2011-01-16T09:38:00,92.0,-92.0,13.27,CS123-wx1z,4.482796,38.402,0.1829,42.48,6.06,-999,84.9911,28.9760,3.99495,173.358
,2011-01-16T09:38:00,93.0,-93.0,13.258,CS123-wx1z,4.481368,38.401,0.1829,42.48,6.06,-999,84.9973,28.9775,4.00928,173.980
,2011-01-16T09:38:00,94.0,-94.0,13.243,CS123-wx1z,4.479578,38.398,0.1829,42.48,6.06,-999,84.9750,28.9780,4.01928,174.415
,2011-01-16T09:38:00,95.0,-95.0,13.236,CS123-wx1z,4.478787,38.397,0.1829,42.48,6.06,-999,84.9897,28.9789,4.02482,174.656
,2011-01-16T09:38:00,96.0,-96.0,13.237,CS123-wx1z,4.478952,38.397,0.1829,42.48,6.06,-999,84.9854,28.9792,4.02821,174.803
,2011-01-16T09:38:00,97.0,-97.0,13.235,CS123-wx1z,4.478705,38.396,0.1829,42.48,6.06,-999,84.9908,28.9787,4.03612,175.146
,2011-01-16T09:38:00,98.0,-98.0,13.231,CS123-wx1z,4.478263,38.395,0.1829,42.48,6.06,-999,84.9786,28.9791,4.04714,175.624
,2011-01-16T09:38:00,99.0,-99.0,13.228,CS123-wx1z,4.477984,38.394,0.1829,42.48,6.06,-999,84.9862,28.9792,4.05185,175.829
,2011-01-16T09:38:00,100.0,-100.0,13.228,CS123-wx1z,4.477943,38.394,0.1729,42.48,6.06,-999,84.9780,28.9793,4.05052,175.771
,2011-01-16T09:38:00,101.0,-101.0,13.228,CS123-wx1z,4.478085,38.394,0.1695,42.48,6.06,-999,85.0018,28.9796,4.05271,175.866
,2011-01-16T09:38:00,102.0,-102.0,13.217,CS123-wx1z,4.476550,38.391,0.1829,42.48,6.06,-999,84.9875,28.9793,4.05899,176.139
,2011-01-16T09:38:00,103.0,-103.0,13.21,CS123-wx1z,4.475862,38.39,0.1829,42.48,6.06,-999,84.9864,28.9800,4.05939,176.156
,2011-01-16T09:38:00,104.0,-104.0,13.209,CS123-wx1z,4.475927,38.391,0.1829,42.48,6.06,-999,84.9813,28.9816,4.05594,176.007
,2011-01-16T09:38:00,105.0,-105.0,13.222,CS123-wx1z,4.477928,38.397,0.1829,42.48,6.06,-999,84.9875,28.9834,4.04834,175.676
,2011-01-16T09:38:00,106.0,-106.0,13.237,CS123-wx1z,4.480342,38.404,0.1829,42.48,6.06,-999,84.9885,28.9863,4.02973,174.867
,2011-01-16T09:38:00,107.0,-107.0,13.242,CS123-wx1z,4.481124,38.406,0.1768,42.48,6.06,-999,84.9947,28.9869,4.01645,174.291
,2011-01-16T09:38:00,108.0,-108.0,13.246,CS123-wx1z,4.481786,38.407,0.1710,42.48,6.06,-999,84.9979,28.9875,4.00883,173.960
,2011-01-16T09:38:00,109.0,-109.0,13.251,CS123-wx1z,4.482723,38.411,0.1815,42.48,6.06,-999,84.9886,28.9891,3.99540,173.377
,2011-01-16T09:38:00,110.0,-110.0,13.26,CS123-wx1z,4.484162,38.415,0.1703,42.48,6.06,-999,85.0118,28.9907,3.98024,172.718
,2011-01-16T09:38:00,111.0,-111.0,13.265,CS123-wx1z,4.485034,38.417,0.1601,42.48,6.06,-999,85.0031,28.9916,3.96622,172.109
,2011-01-16T09:38:00,112.0,-112.0,13.282,CS123-wx1z,4.487838,38.426,0.1794,42.48,6.06,-999,85.0089,28.9949,3.94358,171.126
,2011-01-16T09:38:00,113.0,-113.0,13.307,CS123-wx1z,4.491539,38.435,0.1737,42.48,6.06,-999,85.0196,28.9975,3.91848,170.035
,2011-01-16T09:38:00,114.0,-114.0,13.318,CS123-wx1z,4.493137,38.44,0.1689,42.48,6.06,-999,85.0063,28.9987,3.89977,169.223
,2011-01-16T09:38:00,115.0,-115.0,13.324,CS123-wx1z,4.494169,38.442,0.1719,42.48,6.06,-999,85.0160,28.9994,3.88842,168.729
,2011-01-16T09:38:00,116.0,-116.0,13.326,CS123-wx1z,4.494470,38.443,0.1629,42.48,6.06,-999,85.0186,28.9994,3.88140,168.424
,2011-01-16T09:38:00,117.0,-117.0,13.327,CS123-wx1z,4.494591,38.443,0.1826,42.48,6.06,-999,85.0182,28.9995,3.87775,168.266
,2011-01-16T09:38:00,118.0,-118.0,13.327,CS123-wx1z,4.494658,38.443,0.1703,42.48,6.06,-999,85.0174,28.9995,3.87988,168.359
,2011-01-16T09:38:00,119.0,-119.0,13.327,CS123-wx1z,4.494794,38.444,0.1750,42.48,6.06,-999,85.0007,29.0000,3.87660,168.216
,2011-01-16T09:38:00,120.0,-120.0,13.326,CS123-wx1z,4.494829,38.445,0.1760,42.48,6.06,-999,85.0016,29.0008,3.87822,168.287
,2011-01-16T09:38:00,121.0,-121.0,13.325,CS123-wx1z,4.494741,38.446,0.1737,42.48,6.06,-999,85.0018,29.0015,3.87794,168.274
,2011-01-16T09:38:00,122.0,-122.0,13.329,CS123-wx1z,4.495637,38.449,0.1830,42.48,6.06,-999,84.9908,29.0035,3.86704,167.801
,2011-01-16T09:38:00,123.0,-123.0,13.337,CS123-wx1z,4.496973,38.453,0.1829,42.48,6.06,-999,84.9960,29.0047,3.85744,167.384
,2011-01-16T09:38:00,124.0,-124.0,13.342,CS123-wx1z,4.497685,38.455,0.1728,42.48,6.06,-999,84.9984,29.0051,3.85220,167.156
,2011-01-16T09:38:00,125.0,-125.0,13.351,CS123-wx1z,4.499138,38.459,0.1584,42.48,6.06,-999,84.9839,29.0069,3.84143,166.688
,2011-01-16T09:38:00,126.0,-126.0,13.357,CS123-wx1z,4.500044,38.461,0.1707,42.48,6.06,-999,84.9959,29.0073,3.83336,166.337
,2011-01-16T09:38:00,127.0,-127.0,13.356,CS123-wx1z,4.499916,38.461,0.1830,42.48,6.06,-999,85.0028,29.0071,3.82895,166.146
,2011-01-16T09:38:00,128.0,-128.0,13.354,CS123-wx1z,4.499821,38.461,0.1666,42.48,6.06,-999,85.0058,29.0072,3.83024,166.202
,2011-01-16T09:38:00,129.0,-129.0,13.354,CS123-wx1z,4.499807,38.461,0.1669,42.48,6.06,-999,85.0091,29.0070,3.83217,166.286
,2011-01-16T09:38:00,130.0,-130.0,13.353,CS123-wx1z,4.499673,38.46,0.1644,42.48,6.06,-999,85.0031,29.0073,3.83354,166.346
,2011-01-16T09:38:00,131.0,-131.0,13.354,CS123-wx1z,4.499877,38.461,0.1749,42.48,6.06,-999,85.0031,29.0075,3.82981,166.183
,2011-01-16T09:38:00,132.0,-132.0,13.354,CS123-wx1z,4.499978,38.461,0.1799,42.48,6.06,-999,84.9890,29.0077,3.82774,166.094
,2011-01-16T09:38:00,133.0,-133.0,13.354,CS123-wx1z,4.500055,38.461,0.1649,42.48,6.06,-999,85.0114,29.0077,3.82812,166.110
,2011-01-16T09:38:00,134.0,-134.0,13.354,CS123-wx1z,4.500135,38.462,0.1677,42.48,6.06,-999,84.9915,29.0077,3.82884,166.141
,2011-01-16T09:38:00,135.0,-135.0,13.355,CS123-wx1z,4.500282,38.462,0.1654,42.48,6.06,-999,85.0151,29.0078,3.82759,166.087
,2011-01-16T09:38:00,136.0,-136.0,13.355,CS123-wx1z,4.500372,38.462,0.1768,42.48,6.06,-999,85.0114,29.0079,3.82757,166.086
,2011-01-16T09:38:00,137.0,-137.0,13.359,CS123-wx1z,4.501034,38.464,0.1756,42.48,6.06,-999,85.0019,29.0083,3.82343,165.906
,2011-01-16T09:38:00,138.0,-138.0,13.365,CS123-wx1z,4.502005,38.466,0.1689,42.48,6.06,-999,85.0182,29.0094,3.81559,165.566
,2011-01-16T09:38:00,139.0,-139.0,13.372,CS123-wx1z,4.502921,38.468,0.1597,42.48,6.06,-999,85.0114,29.0096,3.81186,165.403
,2011-01-16T09:38:00,140.0,-140.0,13.372,CS123-wx1z,4.503072,38.469,0.1697,42.48,6.06,-999,85.0036,29.0100,3.80558,165.131
,2011-01-16T09:38:00,141.0,-141.0,13.382,CS123-wx1z,4.504597,38.473,0.1696,42.48,6.06,-999,85.0020,29.0116,3.78697,164.323
,2011-01-16T09:38:00,142.0,-142.0,13.392,CS123-wx1z,4.506195,38.477,0.1832,42.48,6.06,-999,85.0018,29.0124,3.77523,163.813
,2011-01-16T09:38:00,143.0,-143.0,13.393,CS123-wx1z,4.506281,38.477,0.1844,42.48,6.06,-999,85.0125,29.0122,3.76915,163.549
,2011-01-16T09:38:00,144.0,-144.0,13.394,CS123-wx1z,4.506483,38.477,0.1829,42.48,6.06,-999,85.0134,29.0122,3.76520,163.378
,2011-01-16T09:38:00,145.0,-145.0,13.395,CS123-wx1z,4.506636,38.478,0.1775,42.48,6.06,-999,85.0305,29.0123,3.76602,163.413
,2011-01-16T09:38:00,146.0,-146.0,13.395,CS123-wx1z,4.506737,38.478,0.1660,42.48,6.06,-999,85.0269,29.0123,3.76798,163.498
No preview for this file type
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......@@ -72,31 +72,35 @@ def Generate_NetCDF(csvfile):
def Get_dimension():
#cherche la colonne dans le fichier CSV qui contient 1 à la ligne dimension, pour savoir quelle est la dimension
# des variables du fichier NetCDF
listdim=[]
dim = Index_selector('dimension')
for key,value in dim.items(): #pandas series can be treated like dictionnaries
if (value =='1'):
dim = key
listdim.append(dim)
cprint("Dimensions pour le fichier NetCDF "+str(key),color='green',attrs=['bold'] )
return dim
##
def Index_selector(index):
#Selectionne une ligne du fichier csv par son nom d'index
liste_att_obligatoires=['unites','standard_name','long_name','dimension','cf_role']
if(index == 'unites'):
final = csvheader.loc[index]
ligne = csvheader.loc[index].fillna("1") #mets 1 à la place du vide
#print('ligne',ligne)
elif(index == 'standard_name'):
final = csvheader.loc[index]
ligne = csvheader.loc[index]
elif(index == 'long_name'):
final = csvheader.loc[index]
ligne = csvheader.loc[index]
elif(index == 'dimension'):
final = csvheader.loc[index]
ligne = csvheader.loc[index]
elif(index == 'Station'):
final = csvheader.loc[index,'Station']
ligne = csvheader.loc[index,'Station']
#print("final ",final)
return final
#print("ligne ",ligne)
return ligne
##
def Get_Formats():
......@@ -105,7 +109,7 @@ def Get_Formats():
liste_formats = [] #on recoit un tableau numpy a ce niveau, les types numpy sont np.float, np.int
ligne=csvdata.iloc[0]# on prend une ligne de données sous forme de série pandas
ligne=csvdata.iloc[1]# on prend une ligne de données sous forme de série pandas
l=ligne.tolist() # on la converti en tableau numpy avec la fonction tolist()
for value in ligne:
......@@ -128,11 +132,12 @@ def Get_Formats():
##
def Create_dimensions(dimension):
def Create_Dimensions(dimension):
# Creation des dimensions du ficher NetCDF :
ncFile.createDimension(dimension, None)
ncFile.createDimension('lenstation', len(stationname))
cprint('Dimension OK', color='green', attrs=['bold'])
cprint('Dimension du fichier NetCDF : '+dimension, color='green', attrs=['bold'])
return 0
......@@ -146,7 +151,7 @@ def Create_Write_Variables(dim, csvfile):
# déterminer le type des variables (int, float, str...)
frmt=Get_Formats()
#print("sortie frmt ", frmt)
print("Formats des colonnes : ", frmt)
# convertit les dates ISO 2011-01-16T09:38:00 en format numérique pour NetCDF
dateHeure=Convert_Datenum()
......@@ -154,14 +159,15 @@ def Create_Write_Variables(dim, csvfile):
i = 0 # index de colonnes
for col in cols:
#print("col ",col)
#print("col ",'-',col,'-')
if (col == "DateTime"):
frmt[i]='i4' #on force la date en Int car on l'a convertie en Int avec la fonction Convert_Datenum()
units[i] = NC_TIME_FMT
## creation des variables NetCDf avec le nom des colonnes du fichier CSV
tabcol = ncFile.createVariable(col, frmt[i], dim) #on cree la variable NetCDF et on l'associe a un tableau tabcol
colnc=col.strip()
tabcol = ncFile.createVariable(colnc, frmt[i], dim) #on cree la variable NetCDF et on l'associe a un tableau tabcol
## rajout de certains attributs Netcdf en fonction des variables
## Attention : si on rajoute des atributs "toto" dans le header du fichier CSV, il FAUDRA modifier le code ici
......@@ -202,7 +208,7 @@ def Create_Write_Variables(dim, csvfile):
i += 1
cprint('Variables OK', color='green', attrs=['bold'])
cprint('Ecriture variables NetCDF OK', color='green', attrs=['bold'])
return 1
##
......@@ -235,7 +241,7 @@ def Control_Global_Attributes():
indexlist = glob_att.index
#print("feature type ",featuretype)
if ( ('featuretype' in indexlist) and ('cdm_data_type' in indexlist) and ('Conventions' in indexlist) ):
cprint("Control Attributes OK", color='green', attrs=['bold'])
cprint("Control Global Attributes OK", color='green', attrs=['bold'])
if (featuretype=="timeserie"):
if ('cdm_timeserie_variables' not in indexlist):
cprint("il manque cdm_timeserie_variables", color='red', attrs=['bold'])
......@@ -245,20 +251,22 @@ def Control_Global_Attributes():
cprint("il manque cdm_profile_variables", color='red', attrs=['bold'])
sys.exit(0)
else:
cprint("Control failed! \nIl manque featuretype|cdm_data_type|cdm_timeserie_variables|conventions dans le fichier:"+fileMetaData, color='red', attrs=['bold'])
cprint("Control failed! \nIl manque : featuretype | cdm_data_type | cdm_timeserie_variables | Conventions dans le fichier:"+fileMetaData, color='red', attrs=['bold'])
cprint(" Conventions avec un C majuscule dans le fichier:"+fileMetaData, color='red', attrs=['bold'])
sys.exit(0)
return 0
##
def Control_Illegal_char():
Illegal_char=['#','|',',',"'","''","/"]
def Control_Illegal_char(cols):
# verifie les caracteres interdits qui posent probleme dans le nom des colonnes
Illegal_char=['#','|',',',"'","''","/"," "]
for elements in Illegal_char:
for columns in cols:
if(elements in columns):
cprint('** Caractère interdit trouvé dans la column du nom:'+columns, color='red', attrs=['bold'])
cprint('** Caractère interdit trouvé dans la colonne du nom:'+columns, color='red', attrs=['bold'])
sys.exit(0)
cprint("Noms des colonnes ok", color='green', attrs=['bold'])
cprint("Control Illegal char OK", color='green', attrs=['bold'])
return 0
##
......@@ -267,9 +275,19 @@ def Control_Header_Columns():
if ('DateTime' in cols) and ('Latitude' in cols) and ('Longitude' in cols):
cprint("Control Columns OK", color='green', attrs=['bold'])
else:
cprint("Control failed!\nIl manque une des colonnes DateTime|Latitude|Longitude dans votre fichier :"+fic, color='red', attrs=['bold'])
cprint("Control failed!\nIl manque une des colonnes DateTime|Latitude|Longitude dans le fichier :"+fic, color='red', attrs=['bold'])
sys.exit(0)
return 0
##
def Control_Attributes_Var():
if ('unites'in indexdrop) and ('dimension'in indexdrop) and ('standard_name'in indexdrop) and ('long_name'in indexdrop) :
cprint('Control Attributs variable OK', color='green', attrs=['bold'])
else:
cprint("Control failed!\nIl manque un des index unites|dimension|standard_name|long_name dans le ficher:"+fic, color='red', attrs=['bold'])
sys.exit(0)
##
def Compare_Files(cols,firstcols):
......@@ -291,7 +309,7 @@ if __name__ == "__main__":
global stationname, lenstation, OutputPath
global glob_att,featuretype
global ncFile,fic
global cols,indexlist
global cols,indexlist,indexdrop
NC_TIME_FMT = 'seconds since 1970-01-01 00:00:00 UTC'
......@@ -312,7 +330,7 @@ if __name__ == "__main__":
firstcols=[]; nbfic=0
for fic in allfiles:
if fic.endswith(".csv"):
cprint("Traitement fichier "+fic, color='blue', attrs=['bold'])
cprint("\n Traitement fichier "+fic, color='blue', attrs=['bold'])
n=args.name
if (n == None ):
......@@ -323,25 +341,25 @@ if __name__ == "__main__":
lenstation = len(stationname)
csvheader = pd.read_csv(InputPath+fic, low_memory=False, sep=args.separator,index_col=0)
nbfic+=1
#print('test',csvheader)
indexdrop=csvheader.index.dropna() #cette ligne selectionne le header en supprimant toute les valeurs vides (NAN)
#print("Attributs des variables : ",indexdrop)
csvdata=pd.read_csv(InputPath+fic, sep=args.separator,skiprows=range(1,len(indexdrop)+1),index_col=0)
## on extrait le nom des colonnes du fichier CSV
cols = csvdata.columns.values
#print('cols',cols, 'type ',type(cols))
print('cols',cols)
if (nbfic > 1):
Compare_Files(cols,firstcols)
if (nbfic > 1):
Compare_Files(cols,firstcols) ## verifie que les entetes des fichiers CSV dans le repertoire CsvFiles soient les memes
firstcols = cols
Control_Attributes_Var()
Control_Header_Columns()
Control_Illegal_char()
Control_Illegal_char(cols)
glob_att = pd.read_csv(fileMetaData, delimiter='=', header=None, index_col=0)
indexlist = glob_att.index
......@@ -352,7 +370,7 @@ if __name__ == "__main__":
dimension = Get_dimension()
#
ncFile = Generate_NetCDF(OutputPath+fic)
Create_dimensions(dimension)
Create_Dimensions(dimension)
Create_Global_Attributes(ncFile)
#
Create_Variable_Station()
......
rfa=If you use these data in publications or presentation, please acknowledge the EMSO Project Office of MIO/OSU Pytheas. Also, we would appreciate receiving a preprint and/or reprint of publications using the data for inclusion in our bibliography. Relevant publications should be sent to: Dominique Lefevre EMSO Project MIO UMR 7294 CNRS, Campus de Luminy 13288 Marseille cedex9
license=The data may be used and redistributed for free but is not intended for legal use. These are raw and uncorrected data and may contain inaccuracies. Neither the data Contributor, MIO, OSU Pytheas, CNRS, nor the French Government, nor any of their employees or contractors, makes any warranty, express or implied, including warranties of merchantability and fitness for a particular purpose, or assumes any legal liability for the accuracy, completeness, or usefulness, of this information.,,,,,,,,,,
summary=The European Multidisciplinary Seafloor and water column Observatory (EMSO) is a research infrastructure distributed throughout Europe for seabed and water column observatories. It aims to further explore the oceans, better understand the phenomena that occur on the seabed, and elucidate the critical role that these phenomena play in global Earth systems. This observatory is based on observation sites (or nodes) that have been deployed in strategic locations in European seas, from the Arctic to the Atlantic, from the Mediterranean to the Black Sea. There are currently eleven deep water nodes plus four shallow water test nodes. EMSO Ligure West is one of these permanent underwater observatories located in the Ligurian Sea and is deployed off Toulon, France. This region was chosen for its particular scientific interests such as: seismicity, topography, turbidity, biodiversity, water mass dynamics and organic matter flow. This underwater observation network is also part of KM3NeT (https://www.km3net.org/) which has a modular topology designed to connect up to 120 neutrino detection units. Earth and Sea Science (ESS) instrumentation connected to KM3NeT is based on two complementary components: an instrumented interface module (MII) and an autonomous instrumented line (ALBATROSS). The ALBATROSS line is an inductive line (2000 m) composed of an acoustic communication system, two inductive cables equipped with CTD-O2 sensors, current meters and two instrumented buoys. This line is deployed at a distance of 2-3 kilometers from the MII, and communication on land is done by an acoustic link with the MII, and electro-optical cable via the KM3NeT node.
lineage= ALBATROSS, the Autonomous Line with a Broad Acoustic Transmission for Research in Oceanography and Sea Sciences, is a standalone deep sea mooring dedicated to the long term monitoring of hydrological and biogeochemical properties. The data are transmitted in real time to the shore using the inductive cable along the mooring line and an acoustic link with the MII
project=EMSO http://www.emso-fr.org/EMSO-France
description= http://www.emso-fr.org/EMSO-Western-Ligurian-Sea/Infrastructure-description
title=EMSO Ligure Ouest (NetCDF files)
keywords=MIO, OSU Pytheas, CNRS, station, real-time, EMSO-ERIC, KM3NeT, Biogeochemistry, Observatory ,GeoSciences , oxygen temperature , salinity, pressure, Sea current, France, Sea Regions, Mediterranean Sea, Western Basin Oceanographic, environmental data, climate change,,,
comment= Scientific objectives at Ligurian site http://www.emso-fr.org/EMSO-Western-Ligurian-Sea/Scientific-objectives
history=The infrastructure is dedicated to long term in situ observation. Based on instrumentation of the water column, this infrastructure aims at obtaining continuous in situ and near real-time measurements. This infrastructureMII (Interface Instrumented Module) is a cabled infrastructure and ALBATROSS (Autonomous Line with a Broad Acoustic Transmission for Research in Oceanography and Sea Sciences) is a standalone deep sea mooring dedicated to the long term monitoring of hydrological and biogeochemical properties. The data are transmitted in real time to the shore using the inductive cable along the mooring line and an acoustic link with the MII. This infrastructure has been developed by the DT INSU, to take into account surface ocean circulation (i.e. North Mediterranean Current, water mass dynamics including deep water formation, surface-to-bottom material fluxes and associated biogeochemical processes. Real Time data taking is operational since May 2019 for MII and August 2019 for ALBATROSS. MII EQUIPMENTS : 1 Microcat SBE 37, 1 Aquadopp Nortek 2 MHz, 1 transmissiometer, Wetlab, 1 pressure sensor Aanderaa(HS), 1 oxygen optode Aanderaa (HS), 1 acoustic modem (Evologic). MII MEASURED PARAMETERS : (2436 m) : temperature/salinity/oxygen - current ALBATROSS EQUIPMENTS 6 Microcat SBE 37 ODO, 2 Microcat SBE 37, 6 Aquadopp 2Mhz Nortek, 1 acoustic modem Evologic, 2 inductive modem Seabird, 1 data acquisition unit. Target depths in meters 500,750,1000,1250,1500,2000,2200, 2400. DOI: 10.17882/47129 https://www.seanoe.org/data/00360/47129/
featuretype=timeserie
cdm_data_type=timeserie
cdm_timeserie_variables="depth",latitude,"longitude"
conventions="CF-1.6"," ACDD-1.3"
rfa=If you use these data in publications or presentation, please acknowledge the xxxxxxxxxxxxxxxxx of MIO/OSU Pytheas. Also, we would appreciate receiving a preprint and/or reprint of publications using the data for inclusion in our bibliography. Relevant publications should be sent to: xxxxxxxxx Rxxxxxx xxxx Project MIO UMR 7294 CNRS, Campus de Luminy 13288 Marseille cedex9
license=The data may be used and redistributed for free but is not intended for legal use. These are raw and uncorrected data and may contain inaccuracies. Neither the data Contributor, XXX, OSU Pytheas, CNRS, nor the French Government, nor any of their employees or contractors, makes any warranty, express or implied, including warranties of merchantability and fitness for a particular purpose, or assumes any legal liability for the accuracy, completeness, or usefulness, of this information.
summary= resume du projet
lineage= methode methodology
project= nom du projet
description= description du projet
title= titre du projet (NetCDF files)
keywords=MIO, OSU Pytheas, CNRS, Observatory, France, Sea Regions, Mediterranean Sea, environmental data
comment= commentaire
history= history du projet
featuretype=timeseries
cdm_data_type=timeseries
cdm_timeseries_variables=depth,latitude,longitude
Conventions=CF-1,6, ACDD-1.3
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