Commit 796875d00677f1af5f3ab8c53f0e01a60cb2421f

Authored by Jordi Inglada
1 parent 1406167f
Exists in master and in 1 other branch avignon

DATA: validation data S2Agri Ukr 10m

Showing 1 changed file with 163 additions and 0 deletions   Show diff stats
scripts/s2_10m_ukr_data.py 0 → 100644
... ... @@ -0,0 +1,163 @@
  1 +#!/usr/bin/env python
  2 +# -*- coding: utf-8 -*-
  3 +# =========================================================================
  4 +# Program: otb-bv
  5 +# Language: python
  6 +#
  7 +# Copyright (c) CESBIO. All rights reserved.
  8 +#
  9 +# See otb-bv-copyright.txt for details.
  10 +#
  11 +# This software is distributed WITHOUT ANY WARRANTY; without even
  12 +# the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR
  13 +# PURPOSE. See the above copyright notices for more information.
  14 +#
  15 +# =========================================================================
  16 +
  17 +import os
  18 +
  19 +
  20 +gt = [{'refls': [627, 710, 697, 1614], 'doy': '20160411', 'gai': 0.64, 'y': 5541567.083103438, 'x': 734937.6131443774, 'id': 1, 'lai-bvnet': 0},
  21 +{'refls': [583, 603, 619, 1026], 'doy': '20160411', 'gai': 0.13, 'y': 5540522.116227856, 'x': 733490.2651062463, 'id': 2, 'lai-bvnet': 0},
  22 +{'refls': [677, 772, 793, 1641], 'doy': '20160411', 'gai': 0.505, 'y': 5542719.749923512, 'x': 736169.478366704, 'id': 3, 'lai-bvnet': 0},
  23 +{'refls': [1062, 1252, 1443, 2111], 'doy': '20160411', 'gai': 0.455, 'y': 5544436.49612615, 'x': 729536.7899947863, 'id': 4, 'lai-bvnet': 0},
  24 +{'refls': [764, 824, 790, 1921], 'doy': '20160411', 'gai': 1.075, 'y': 5543845.131105257, 'x': 729388.6938087452, 'id': 5, 'lai-bvnet': 0},
  25 +{'refls': [642, 725, 709, 1738], 'doy': '20160411', 'gai': 0.86, 'y': 5542961.358784455, 'x': 735992.0061704563, 'id': 6, 'lai-bvnet': 0},
  26 +{'refls': [554, 621, 558, 1678], 'doy': '20160411', 'gai': 1.23, 'y': 5541771.904845904, 'x': 734770.6296251183, 'id': 7, 'lai-bvnet': 0},
  27 +{'refls': [588, 648, 635, 1565], 'doy': '20160411', 'gai': 0.895, 'y': 5540685.6094609, 'x': 734095.608850941, 'id': 8, 'lai-bvnet': 0},
  28 +{'refls': [852, 902, 931, 1819], 'doy': '20160411', 'gai': 0.48, 'y': 5544504.1246682, 'x': 733090.9221261907, 'id': 9, 'lai-bvnet': 0},
  29 +{'refls': [1109, 1205, 1221, 2104], 'doy': '20160411', 'gai': 0.83, 'y': 5543814.466448354, 'x': 733966.6909986036, 'id': 10, 'lai-bvnet': 0},
  30 +{'refls': [568, 627, 578, 1574], 'doy': '20160411', 'gai': 0.915, 'y': 5540986.289213911, 'x': 734359.669831498, 'id': 11, 'lai-bvnet': 0},
  31 +{'refls': [683, 718, 677, 1596], 'doy': '20160411', 'gai': 0.76, 'y': 5543085.928033265, 'x': 729118.6357681317, 'id': 12, 'lai-bvnet': 0},
  32 +{'refls': [584, 641, 576, 1658], 'doy': '20160411', 'gai': 1.09, 'y': 5540243.741548734, 'x': 733922.6669606478, 'id': 13, 'lai-bvnet': 0},
  33 +{'refls': [1290, 1350, 1427, 2618], 'doy': '20160411', 'gai': 1.75, 'y': 5544108.970971106, 'x': 729487.8795220881, 'id': 14, 'lai-bvnet': 0},
  34 +{'refls': [214, 436, 195, 5028], 'doy': '20160717', 'gai': 5.77, 'y': 5545078.517010884, 'x': 729333.1755778968, 'id': 1, 'lai-bvnet': 0},
  35 +{'refls': [180, 426, 122, 5749], 'doy': '20160717', 'gai': 5.295, 'y': 5542500.026848229, 'x': 725128.7000631907, 'id': 2, 'lai-bvnet': 0},
  36 +{'refls': [206, 405, 137, 6329], 'doy': '20160717', 'gai': 3.9, 'y': 5541851.446068893, 'x': 725578.1421201464, 'id': 3, 'lai-bvnet': 0},
  37 +{'refls': [170, 374, 153, 5737], 'doy': '20160717', 'gai': 4.215, 'y': 5541859.582127476, 'x': 725814.6747171234, 'id': 4, 'lai-bvnet': 0},
  38 +{'refls': [177, 468, 127, 5933], 'doy': '20160717', 'gai': 3.795, 'y': 5541799.431982261, 'x': 725973.2558613266, 'id': 5, 'lai-bvnet': 0},
  39 +{'refls': [166, 354, 102, 5658], 'doy': '20160717', 'gai': 3.07, 'y': 5541512.162173046, 'x': 726073.8360967926, 'id': 6, 'lai-bvnet': 0},
  40 +{'refls': [151, 418, 80, 5564], 'doy': '20160717', 'gai': 4.14, 'y': 5541363.100689502, 'x': 726662.663072879, 'id': 7, 'lai-bvnet': 0},
  41 +{'refls': [175, 495, 106, 5774], 'doy': '20160717', 'gai': 3.275, 'y': 5541535.629773883, 'x': 726757.8989100587, 'id': 8, 'lai-bvnet': 0},
  42 +{'refls': [162, 469, 104, 6271], 'doy': '20160717', 'gai': 3.25, 'y': 5541499.627077949, 'x': 727432.9589798476, 'id': 9, 'lai-bvnet': 0},
  43 +{'refls': [167, 463, 75, 6290], 'doy': '20160717', 'gai': 3.275, 'y': 5541057.427882904, 'x': 728077.9552847036, 'id': 10, 'lai-bvnet': 0},
  44 +{'refls': [140, 390, 88, 6082], 'doy': '20160717', 'gai': 5.065, 'y': 5540869.379257213, 'x': 728079.0131254232, 'id': 11, 'lai-bvnet': 0},
  45 +{'refls': [112, 382, 118, 3727], 'doy': '20160717', 'gai': 6.24, 'y': 5539308.7553585395, 'x': 732583.0668771896, 'id': 12, 'lai-bvnet': 0},
  46 +{'refls': [75, 281, 49, 5623], 'doy': '20160717', 'gai': 3.62, 'y': 5539460.649179179, 'x': 732473.240211026, 'id': 13, 'lai-bvnet': 0},
  47 +{'refls': [141, 337, 54, 5524], 'doy': '20160717', 'gai': 3.79, 'y': 5543764.823233061, 'x': 733691.3312310934, 'id': 14, 'lai-bvnet': 0},
  48 +{'refls': [670, 962, 1425, 2038], 'doy': '20160717', 'gai': 0.001, 'y': 5544609.326603153, 'x': 737748.153011533, 'id': 15, 'lai-bvnet': 0},
  49 +{'refls': [159, 307, 161, 4367], 'doy': '20160717', 'gai': 4.43, 'y': 5549482.649930212, 'x': 728767.6732916237, 'id': 16, 'lai-bvnet': 0},
  50 +{'refls': [167, 371, 180, 4323], 'doy': '20160717', 'gai': 4.425, 'y': 5551939.042861071, 'x': 727693.3177657179, 'id': 17, 'lai-bvnet': 0},
  51 +{'refls': [159, 357, 130, 4491], 'doy': '20160717', 'gai': 4.795, 'y': 5551815.803667043, 'x': 727669.5889789158, 'id': 18, 'lai-bvnet': 0},
  52 +{'refls': [174, 352, 136, 4244], 'doy': '20160717', 'gai': 4.405, 'y': 5551542.403060362, 'x': 730886.290610451, 'id': 19, 'lai-bvnet': 0},
  53 +{'refls': [163, 322, 145, 3897], 'doy': '20160717', 'gai': 4.865, 'y': 5545488.172250126, 'x': 728329.9567970973, 'id': 20, 'lai-bvnet': 0},
  54 +{'refls': [196, 387, 167, 4945], 'doy': '20160717', 'gai': 5.17, 'y': 5544934.925950854, 'x': 729258.7353076688, 'id': 21, 'lai-bvnet': 0},
  55 +{'refls': [189, 424, 168, 4649], 'doy': '20160717', 'gai': 4.73, 'y': 5552265.696958, 'x': 730049.9577866212, 'id': 22, 'lai-bvnet': 0},
  56 +{'refls': [669, 774, 794, 1748], 'doy': '20160408', 'gai': 0.64, 'y': 5541567.083103438, 'x': 734937.6131443774, 'id': 1, 'lai-bvnet': 0},
  57 +{'refls': [647, 712, 789, 1325], 'doy': '20160408', 'gai': 0.13, 'y': 5540522.116227856, 'x': 733490.2651062463, 'id': 2, 'lai-bvnet': 0},
  58 +{'refls': [670, 755, 826, 1604], 'doy': '20160408', 'gai': 0.505, 'y': 5542719.749923512, 'x': 736169.478366704, 'id': 3, 'lai-bvnet': 0},
  59 +{'refls': [719, 811, 842, 1643], 'doy': '20160408', 'gai': 0.455, 'y': 5544436.49612615, 'x': 729536.7899947863, 'id': 4, 'lai-bvnet': 0},
  60 +{'refls': [683, 788, 745, 1886], 'doy': '20160408', 'gai': 1.075, 'y': 5543845.131105257, 'x': 729388.6938087452, 'id': 5, 'lai-bvnet': 0},
  61 +{'refls': [667, 764, 803, 1722], 'doy': '20160408', 'gai': 0.86, 'y': 5542961.358784455, 'x': 735992.0061704563, 'id': 6, 'lai-bvnet': 0},
  62 +{'refls': [646, 737, 676, 1972], 'doy': '20160408', 'gai': 1.23, 'y': 5541771.904845904, 'x': 734770.6296251183, 'id': 7, 'lai-bvnet': 0},
  63 +{'refls': [657, 754, 755, 1687], 'doy': '20160408', 'gai': 0.895, 'y': 5540685.6094609, 'x': 734095.608850941, 'id': 8, 'lai-bvnet': 0},
  64 +{'refls': [773, 828, 895, 1685], 'doy': '20160408', 'gai': 0.48, 'y': 5544504.1246682, 'x': 733090.9221261907, 'id': 9, 'lai-bvnet': 0},
  65 +{'refls': [699, 769, 815, 1630], 'doy': '20160408', 'gai': 0.83, 'y': 5543814.466448354, 'x': 733966.6909986036, 'id': 10, 'lai-bvnet': 0},
  66 +{'refls': [661, 757, 741, 1684], 'doy': '20160408', 'gai': 0.915, 'y': 5540986.289213911, 'x': 734359.669831498, 'id': 11, 'lai-bvnet': 0},
  67 +{'refls': [698, 805, 794, 1688], 'doy': '20160408', 'gai': 0.76, 'y': 5543085.928033265, 'x': 729118.6357681317, 'id': 12, 'lai-bvnet': 0},
  68 +{'refls': [636, 728, 693, 1820], 'doy': '20160408', 'gai': 1.09, 'y': 5540243.741548734, 'x': 733922.6669606478, 'id': 13, 'lai-bvnet': 0},
  69 +{'refls': [687, 853, 726, 2229], 'doy': '20160408', 'gai': 1.75, 'y': 5544108.970971106, 'x': 729487.8795220881, 'id': 14, 'lai-bvnet': 0},
  70 +{'refls': [0, 9, 0, 4578], 'doy': '20160511', 'gai': 3.445, 'y': 5542879.312803551, 'x': 728578.8363984325, 'id': 1, 'lai-bvnet': 0},
  71 +{'refls': [0, 0, 0, 1707], 'doy': '20160511', 'gai': 4.01, 'y': 5540144.309011374, 'x': 734151.685650105, 'id': 2, 'lai-bvnet': 0},
  72 +{'refls': [0, 0, 0, 566], 'doy': '20160511', 'gai': 2.34, 'y': 5540440.87282278, 'x': 733419.3347649778, 'id': 3, 'lai-bvnet': 0},
  73 +{'refls': [429, 791, 1176, 2619], 'doy': '20160511', 'gai': 4.4, 'y': 5540698.266388435, 'x': 734230.5344746687, 'id': 4, 'lai-bvnet': 0},
  74 +{'refls': [1864, 1809, 1437, 3327], 'doy': '20160511', 'gai': 4.675, 'y': 5541243.362047413, 'x': 734570.5872140499, 'id': 5, 'lai-bvnet': 0},
  75 +{'refls': [1234, 1119, 410, 3021], 'doy': '20160511', 'gai': 4.465, 'y': 5541411.862740329, 'x': 734391.4679970423, 'id': 6, 'lai-bvnet': 0},
  76 +{'refls': [2525, 2728, 2633, 3958], 'doy': '20160511', 'gai': 3.96, 'y': 5541985.772097461, 'x': 734963.205865887, 'id': 7, 'lai-bvnet': 0},
  77 +{'refls': [1311, 1463, 1218, 3112], 'doy': '20160511', 'gai': 4.24, 'y': 5542693.759511271, 'x': 736044.4128717177, 'id': 8, 'lai-bvnet': 0},
  78 +{'refls': [0, 0, 0, 1707], 'doy': '20160511', 'gai': 3.81, 'y': 5542886.48550028, 'x': 735949.5054406206, 'id': 9, 'lai-bvnet': 0},
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  122 +{'refls': [0, 61, 0, 3432], 'doy': '20160727', 'gai': 4.255, 'y': 5541464.121219031, 'x': 727434.4842972944, 'id': 8, 'lai-bvnet': 0},
  123 +{'refls': [0, 47, 0, 5879], 'doy': '20160727', 'gai': 5.485, 'y': 5539509.445646938, 'x': 732531.9280796241, 'id': 9, 'lai-bvnet': 0},
  124 +{'refls': [252, 412, 91, 4382], 'doy': '20160727', 'gai': 4.7, 'y': 5551025.091533958, 'x': 730599.2341683009, 'id': 10, 'lai-bvnet': 0},
  125 +{'refls': [218, 338, 55, 4066], 'doy': '20160727', 'gai': 4.48, 'y': 5551702.575941477, 'x': 730908.868920753, 'id': 11, 'lai-bvnet': 0},
  126 +{'refls': [134, 255, 11, 4896], 'doy': '20160727', 'gai': 4.325, 'y': 5551898.2323818905, 'x': 727888.0206710408, 'id': 12, 'lai-bvnet': 0},
  127 +{'refls': [134, 228, 14, 4337], 'doy': '20160727', 'gai': 3.645, 'y': 5551939.726914844, 'x': 727686.354661606, 'id': 13, 'lai-bvnet': 0},
  128 +{'refls': [0, 106, 0, 4084], 'doy': '20160727', 'gai': 6.245, 'y': 5539398.801525624, 'x': 732641.7084265747, 'id': 14, 'lai-bvnet': 0},
  129 +{'refls': [113, 249, 5, 5922], 'doy': '20160727', 'gai': 6.71, 'y': 5541736.193925364, 'x': 725685.6383169488, 'id': 15, 'lai-bvnet': 0},
  130 +{'refls': [306, 470, 181, 4380], 'doy': '20160727', 'gai': 4.05, 'y': 5549693.318022232, 'x': 728215.19200845, 'id': 16, 'lai-bvnet': 0},
  131 +{'refls': [118, 272, 0, 5694], 'doy': '20160727', 'gai': 5.99, 'y': 5541867.216775885, 'x': 725785.5590116067, 'id': 17, 'lai-bvnet': 0},
  132 +{'refls': [285, 489, 172, 4112], 'doy': '20160627', 'gai': 4.735, 'y': 5545870.811721111, 'x': 728089.33331062, 'id': 1, 'lai-bvnet': 0},
  133 +{'refls': [275, 477, 166, 4290], 'doy': '20160627', 'gai': 4.08, 'y': 5545148.370314784, 'x': 729304.6192407361, 'id': 2, 'lai-bvnet': 0},
  134 +{'refls': [312, 588, 187, 4964], 'doy': '20160627', 'gai': 3.595, 'y': 5542565.816189354, 'x': 725132.9057123915, 'id': 3, 'lai-bvnet': 0},
  135 +{'refls': [2746, 3505, 3776, 4715], 'doy': '20160627', 'gai': 0.265, 'y': 5541567.253110115, 'x': 734675.8657412734, 'id': 4, 'lai-bvnet': 0},
  136 +{'refls': [4497, 4887, 5228, 5991], 'doy': '20160627', 'gai': 0.42, 'y': 5544979.164998821, 'x': 737944.1825089693, 'id': 5, 'lai-bvnet': 0},
  137 +{'refls': [8628, 8729, 8992, 8743], 'doy': '20160627', 'gai': 3.715, 'y': 5545214.100500576, 'x': 738078.0677565831, 'id': 6, 'lai-bvnet': 0},
  138 +{'refls': [270, 366, 184, 3062], 'doy': '20160627', 'gai': 2.0, 'y': 5545477.149645651, 'x': 728370.9506232324, 'id': 7, 'lai-bvnet': 0},
  139 +{'refls': [243, 367, 126, 4181], 'doy': '20160627', 'gai': 3.305, 'y': 5544947.55652334, 'x': 729233.6416244882, 'id': 8, 'lai-bvnet': 0},
  140 +{'refls': [213, 562, 124, 5032], 'doy': '20160627', 'gai': 3.975, 'y': 5541344.221711679, 'x': 726671.0798877454, 'id': 9, 'lai-bvnet': 0},
  141 +{'refls': [281, 608, 227, 4328], 'doy': '20160627', 'gai': 2.925, 'y': 5541517.172197299, 'x': 726692.5555779026, 'id': 10, 'lai-bvnet': 0},
  142 +{'refls': [146, 339, 53, 5691], 'doy': '20160627', 'gai': 2.22, 'y': 5540955.500785907, 'x': 727952.4661330965, 'id': 11, 'lai-bvnet': 0},
  143 +{'refls': [12871, 11769, 11226, 12214], 'doy': '20160627', 'gai': 1.415, 'y': 5542922.089653095, 'x': 736298.2888616391, 'id': 12, 'lai-bvnet': 0},
  144 +{'refls': [4779, 5068, 5356, 6475], 'doy': '20160627', 'gai': 0.001, 'y': 5544939.467059549, 'x': 738100.836193899, 'id': 13, 'lai-bvnet': 0},
  145 +]
  146 +s2_10m_ukr_rsr = "Sentinel2_10m.rsr"
  147 +s2_10m_ukr_data = ["s2_10m_ukr", s2_10m_ukr_rsr]
  148 +s2_10m_ukr_20160411 = {'doy' : 20160411, 'to' : 8.94429664002159, 'po' : 289.908614660612, 'ts' : 42.3933575204202, 'ps' : 164.373925608781, 'gt':[s for s in gt if s['doy']=='20160411']}
  149 +s2_10m_ukr_data.append(s2_10m_ukr_20160411)
  150 +s2_10m_ukr_20160717 = {'doy' : 20160717, 'to' : 4.35322150769597, 'po' : 108.97480694819, 'ts' : 31.0646060645675, 'ps' : 153.360663474459, 'gt':[s for s in gt if s['doy']=='20160717']}
  151 +s2_10m_ukr_data.append(s2_10m_ukr_20160717)
  152 +s2_10m_ukr_20160408 = {'doy' : 20160408, 'to' : 4.42679716922238, 'po' : 107.95174332622, 'ts' : 44.0013910342214, 'ps' : 160.861897066017, 'gt':[s for s in gt if s['doy']=='20160408']}
  153 +s2_10m_ukr_data.append(s2_10m_ukr_20160408)
  154 +s2_10m_ukr_20160511 = {'doy' : 20160511, 'to' : 9.00107794296519, 'po' : 289.97557796016, 'ts' : 32.8497722564364, 'ps' : 163.352956422084, 'gt':[s for s in gt if s['doy']=='20160511']}
  155 +s2_10m_ukr_data.append(s2_10m_ukr_20160511)
  156 +s2_10m_ukr_20160730 = {'doy' : 20160730, 'to' : 8.979297450029, 'po' : 290.004639172654, 'ts' : 33.0578519303626, 'ps' : 158.935321060471, 'gt':[s for s in gt if s['doy']=='20160730']}
  157 +s2_10m_ukr_data.append(s2_10m_ukr_20160730)
  158 +s2_10m_ukr_20160630 = {'doy' : 20160630, 'to' : 8.95009995517589, 'po' : 289.874679817281, 'ts' : 28.2853352272141, 'ps' : 157.731264579681, 'gt':[s for s in gt if s['doy']=='20160630']}
  159 +s2_10m_ukr_data.append(s2_10m_ukr_20160630)
  160 +s2_10m_ukr_20160727 = {'doy' : 20160727, 'to' : 4.33099340725976, 'po' : 109.254248752606, 'ts' : 33.011218467429, 'ps' : 154.37632095525, 'gt':[s for s in gt if s['doy']=='20160727']}
  161 +s2_10m_ukr_data.append(s2_10m_ukr_20160727)
  162 +s2_10m_ukr_20160627 = {'doy' : 20160627, 'to' : 4.39194078630246, 'po' : 108.241051847971, 'ts' : 28.752285212569, 'ps' : 153.316395640138, 'gt':[s for s in gt if s['doy']=='20160627']}
  163 +s2_10m_ukr_data.append(s2_10m_ukr_20160627)
... ...