67 lines
4.3 KiB
Plaintext
67 lines
4.3 KiB
Plaintext
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INFO:mylog:sysdir: D:\estar-proj\microproduct-L-SAR\vegetationPhenology-L-SAR
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INFO:mylog:init algXML succeed
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INFO:mylog:create new workspace success!
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INFO:mylog:check_source success!
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INFO:mylog:progress bar: 10%
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INFO:root:scope0:[[130.58930555555554, 47.875416666666666], [131.11458333333331, 47.875416666666666], [130.58930555555554, 47.428472222222226], [131.11458333333331, 47.428472222222226]]
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INFO:root:scope1:[[130.58930555555554, 47.875416666666666], [131.11458333333331, 47.875416666666666], [130.58930555555554, 47.428472222222226], [131.11458333333331, 47.428472222222226]]
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INFO:root:scope2:[[130.40576233571758, 47.936153520704124], [131.8327786879565, 47.936153520704124], [130.40576233571758, 47.10644445056424], [131.8327786879565, 47.10644445056424]]
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INFO:root:scope roi :[(130.58930555555554, 47.428472222222226), (130.58930555555554, 47.875416666666666), (131.11458333333331, 47.875416666666666), (131.11458333333331, 47.428472222222226)]
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INFO:mylog:cut LT1B_MONO_MYC_STRIP4_005860_E130.9_N47.7_20230327_SLC_AHV_L1A_0000086966-ortho_sim_ori success!
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INFO:mylog:cut Covering success!
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INFO:mylog:preprocess_handle success!
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INFO:mylog:progress bar: 10%
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INFO:mylog:1,water,num:89608
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INFO:mylog:max number =45047, random select45047 point as train data!
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INFO:mylog:2,road,num:148509
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INFO:mylog:max number =45047, random select45047 point as train data!
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INFO:mylog:3,crop,num:45047
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INFO:mylog:max number =45047, random select45047 point as train data!
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INFO:mylog:read phenology Measure.csv success!
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INFO:mylog:ahv transform to polsarpro T3 matrix success!
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INFO:mylog:progress bar: 20%
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INFO:mylog:run h_a_alpha_decomposition_T3!
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INFO:mylog:run h_a_alpha_eigenvalue_set_T3!
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INFO:mylog:run h_a_alpha_eigenvector_set_T3!
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INFO:mylog:[<multiprocessing.pool.ApplyResult object at 0x00000168A255ABE0>, <multiprocessing.pool.ApplyResult object at 0x00000168AA53AD00>, <multiprocessing.pool.ApplyResult object at 0x00000168AA53AE80>]
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INFO:mylog:progress bar: 60%
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INFO:mylog:run h_a_alpha_decomposition_T3 success!
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INFO:mylog:run h_a_alpha_eigenvalue_set_T3 success!
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INFO:mylog:run h_a_alpha_eigenvector_set_T3 success!
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INFO:mylog:refine_lee filter success!
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INFO:mylog:create_features success!
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INFO:mylog:progress bar: 20%
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INFO:mylog:feature_list:['0: Freeman_Dbl_geo.tif', '1: Freeman_Odd_geo.tif', '2: Freeman_Vol_geo.tif', '3: Yamaguchi4_Dbl_geo.tif', '4: Yamaguchi4_Hlx_geo.tif', '5: Yamaguchi4_Odd_geo.tif', '6: Yamaguchi4_Vol_geo.tif']
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INFO:mylog:gene_train_set success!
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INFO:mylog:importances:[0.01425802 0.12339642 0.26176245 0.04042672 0.13350402 0.18819737
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0.238455 ],threshold=0.07
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INFO:mylog:optimal_feature:[2, 6, 5, 4, 1]
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INFO:mylog:correlation_map:
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[[0. 0.89741313 0.35730536 0.53982306 0.14612663]
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[0. 0. 0.20241881 0.33105349 0.0785349 ]
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[0. 0. 0. 0.069006 0.93809907]
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[0. 0. 0. 0. 0.12330392]
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[0. 0. 0. 0. 0. ]]
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INFO:mylog:validity_list_corr:[2 5 4]
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INFO:mylog:[2 5 4]
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INFO:mylog:train_feature:['2: Freeman_Vol_geo.tif' '5: Yamaguchi4_Odd_geo.tif'
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'4: Yamaguchi4_Hlx_geo.tif']
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INFO:mylog:feature_list:['0: Freeman_Dbl_geo.tif', '1: Freeman_Odd_geo.tif', '2: Freeman_Vol_geo.tif', '3: Yamaguchi4_Dbl_geo.tif', '4: Yamaguchi4_Hlx_geo.tif', '5: Yamaguchi4_Odd_geo.tif', '6: Yamaguchi4_Vol_geo.tif']
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INFO:mylog:test_feature:dict_keys(['Freeman_Vol_geo', 'Yamaguchi4_Hlx_geo', 'Yamaguchi4_Odd_geo'])
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INFO:mylog:blocking tifs success!
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INFO:mylog:create features matrix success!
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INFO:mylog:generate train and test set success!
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INFO:mylog:progress bar: 30%
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INFO:mylog:RF trainning
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INFO:mylog:RF train success!
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INFO:mylog:progress bar: 80%
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INFO:mylog:mode testing
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INFO:mylog:trans_tif2mask success, path: D:\micro\LWork\VegetationPhenology\Temporary\processing\tif_mask.tif
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INFO:mylog:create ROI image success!
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INFO:mylog:combine_mask success, path: D:\micro\LWork\VegetationPhenology\Temporary\processing\LT1B_MONO_MYC_STRIP4_005860_E130.9_N47.7_20230327_SLC_AHV_L1A_0000086966-ortho\bare_land_mask.tif
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INFO:mylog:cal_roi success, path: D:\micro\LWork\VegetationPhenology\Temporary\processing\product\LT1B_MONO_MYC_STRIP4_005860_E130.9_N47.7_20230327_SLC_AHV_L1A_0000086966-ortho-VP.tif
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INFO:mylog:mode test success!
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INFO:mylog:progress bar: 100%
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INFO:mylog:successful production of VegetationPhenology products!
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INFO:mylog:running use time: 0:35:34.833816
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