INFO:mylog:sysdir: D:\estar-proj\microproduct-l-sar\vegetationPhenology-L-SAR
INFO:mylog:init algXML succeed
INFO:mylog:create new workspace success!
INFO:mylog:check_source success!
INFO:mylog:progress bar: 10%
INFO:root:scope0:[[130.58930555555554, 47.875416666666666], [131.11458333333331, 47.875416666666666], [130.58930555555554, 47.428472222222226], [131.11458333333331, 47.428472222222226]]
INFO:root:scope1:[[130.58930555555554, 47.875416666666666], [131.11458333333331, 47.875416666666666], [130.58930555555554, 47.428472222222226], [131.11458333333331, 47.428472222222226]]
INFO:root:scope2:[[130.40576233571758, 47.936153520704124], [131.8327786879565, 47.936153520704124], [130.40576233571758, 47.10644445056424], [131.8327786879565, 47.10644445056424]]
INFO:root:scope roi :[(130.58930555555554, 47.428472222222226), (130.58930555555554, 47.875416666666666), (131.11458333333331, 47.875416666666666), (131.11458333333331, 47.428472222222226)]
INFO:mylog:cut LT1B_MONO_MYC_STRIP4_005860_E130.9_N47.7_20230327_SLC_AHV_L1A_0000086966-ortho_sim_ori success!
INFO:mylog:cut Covering success!
INFO:mylog:preprocess_handle success!
INFO:mylog:progress bar: 10%
INFO:mylog:1,water,num:89608
INFO:mylog:max number =45047, random select45047 point as train data!
INFO:mylog:2,road,num:148509
INFO:mylog:max number =45047, random select45047 point as train data!
INFO:mylog:3,crop,num:45047
INFO:mylog:max number =45047, random select45047 point as train data!
INFO:mylog:read phenology Measure.csv success!
INFO:mylog:img to T3 success!
INFO:mylog:refine_lee filter success!
INFO:mylog:Freeman successful
INFO:mylog:Yamaguchi successful
INFO:mylog:h_a_alpha_decomposition:h_a_alpha_decomposition_T3.exe -id D:\micro\LWork\VegetationPhenology\Temporary\processing\20230327\lee_filter\ -od D:\micro\LWork\VegetationPhenology\Temporary\processing\20230327\cloude\ -iodf T3 -nwr 1 -nwc 1 -ofr 0 -ofc 0 -fnr 11133 -fnc 11898 -fl1 1 -fl2 1 -fl3 1 -fl4 1 -fl5 1 -fl6 1 -fl7 1 -fl8 1 -fl9 1
INFO:mylog:cmd_result:1
INFO:mylog:h_a_alpha_decomposition finish!
INFO:mylog:Cloude successful
INFO:mylog:create feature dict success
INFO:mylog:features slc to wgs84 start!
INFO:mylog:[<multiprocessing.pool.ApplyResult object at 0x000002A72954CB20>, <multiprocessing.pool.ApplyResult object at 0x000002A72954CCD0>, <multiprocessing.pool.ApplyResult object at 0x000002A72954CDF0>, <multiprocessing.pool.ApplyResult object at 0x000002A72954CF10>, <multiprocessing.pool.ApplyResult object at 0x000002A729541070>, <multiprocessing.pool.ApplyResult object at 0x000002A7295411F0>, <multiprocessing.pool.ApplyResult object at 0x000002A7295412B0>, <multiprocessing.pool.ApplyResult object at 0x000002A7295413D0>, <multiprocessing.pool.ApplyResult object at 0x000002A7295414F0>, <multiprocessing.pool.ApplyResult object at 0x000002A729541610>, <multiprocessing.pool.ApplyResult object at 0x000002A729541730>, <multiprocessing.pool.ApplyResult object at 0x000002A729541850>, <multiprocessing.pool.ApplyResult object at 0x000002A729541970>, <multiprocessing.pool.ApplyResult object at 0x000002A729541AF0>, <multiprocessing.pool.ApplyResult object at 0x000002A729541C10>, <multiprocessing.pool.ApplyResult object at 0x000002A729541CD0>, <multiprocessing.pool.ApplyResult object at 0x000002A729541DF0>, <multiprocessing.pool.ApplyResult object at 0x000002A729541F10>, <multiprocessing.pool.ApplyResult object at 0x000002A729548070>, <multiprocessing.pool.ApplyResult object at 0x000002A729548250>, <multiprocessing.pool.ApplyResult object at 0x000002A729548310>, <multiprocessing.pool.ApplyResult object at 0x000002A7295483D0>]
INFO:mylog:features to wgs84 end!
INFO:mylog:create_features success!
INFO:mylog:progress bar: 20%
INFO:mylog:gene_train_set success!
INFO:mylog:feature_list:['0: alpha_geo.tif', '1: anisotropy_geo.tif', '2: beta_geo.tif', '3: cal_HH_geo.tif', '4: cal_HV_geo.tif', '5: cal_VH_geo.tif', '6: cal_VV_geo.tif', '7: combination_1mH1mA_geo.tif', '8: combination_1mHA_geo.tif', '9: combination_H1mA_geo.tif', '10: combination_HA_geo.tif', '11: delta_geo.tif', '12: entropy_geo.tif', '13: Freeman_Dbl_geo.tif', '14: Freeman_Odd_geo.tif', '15: Freeman_Vol_geo.tif', '16: gamma_geo.tif', '17: lambda_geo.tif', '18: Yamaguchi4_Dbl_geo.tif', '19: Yamaguchi4_Hlx_geo.tif', '20: Yamaguchi4_Odd_geo.tif', '21: Yamaguchi4_Vol_geo.tif']
INFO:mylog:generate train and test set success!
INFO:mylog:progress bar: 30%
INFO:mylog:importances:[0.03581451 0.02870998 0.03145143 0.04911047 0.04172046 0.04134129
 0.0475769  0.02976314 0.03417362 0.03328972 0.03078685 0.03081349
 0.03836845 0.00759327 0.0398358  0.1227542  0.03030225 0.111668
 0.01852374 0.04459604 0.06442821 0.08737819],threshold=0.07
INFO:mylog:optimal_feature:[15, 17, 21]
INFO:mylog:correlation_map:
 [[0.         0.74192381 0.8949757 ]
 [0.         0.         0.6209369 ]
 [0.         0.         0.        ]]
INFO:mylog:validity_list_corr:[15 17]
INFO:mylog:[15 17]
INFO:mylog:train_feature:['15: Freeman_Vol_geo.tif' '17: lambda_geo.tif']
INFO:mylog:RF trainning
INFO:mylog:RF train success!
INFO:mylog:mode testing
INFO:mylog:block size is :3072
INFO:mylog:test_feature:dict_keys(['Freeman_Vol_geo', 'lambda_geo'])
INFO:mylog:blocking tifs success!
INFO:mylog:create features matrix success!
INFO:mylog:trans_tif2mask success, path: D:\micro\LWork\VegetationPhenology\Temporary\processing\tif_mask.tif
INFO:mylog:create ROI image success!
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
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
INFO:mylog:mode test success!
INFO:mylog:progress bar: 80%
INFO:mylog:progress bar: 100%
INFO:mylog:successful production of VegetationPhenology products!
INFO:mylog:running use time: 0:41:19.523029