INFO:mylog:sysdir: D:\estar-proj\microproduct-L-SAR\vegetationPhenology-L-SAR\VegetationPhenology-L-SAR-V2.2
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:ahv transform to polsarpro T3 matrix success!
INFO:mylog:progress bar: 20%
INFO:mylog:run h_a_alpha_decomposition_T3!
INFO:mylog:run h_a_alpha_eigenvalue_set_T3!
INFO:mylog:run h_a_alpha_eigenvector_set_T3!
INFO:mylog:[<multiprocessing.pool.ApplyResult object at 0x000001B4526319D0>, <multiprocessing.pool.ApplyResult object at 0x000001B43443EA90>, <multiprocessing.pool.ApplyResult object at 0x000001B43443ED60>]
INFO:mylog:progress bar: 60%
INFO:mylog:run h_a_alpha_decomposition_T3 success!
INFO:mylog:run h_a_alpha_eigenvalue_set_T3 success!
INFO:mylog:run h_a_alpha_eigenvector_set_T3 success!
INFO:mylog:refine_lee filter success!
INFO:mylog:create_features success!
INFO:mylog:progress bar: 20%
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']
INFO:mylog:gene_train_set success!
INFO:mylog:importances:[0.01406182 0.12312595 0.26700882 0.04027765 0.13253632 0.19021091
 0.23277852],threshold=0.07
INFO:mylog:optimal_feature:[2, 6, 5, 4, 1]
INFO:mylog:correlation_map:
 [[0.         0.90037403 0.35933098 0.52331573 0.15168795]
 [0.         0.         0.20549453 0.31522537 0.08429328]
 [0.         0.         0.         0.07167649 0.93869162]
 [0.         0.         0.         0.         0.12437474]
 [0.         0.         0.         0.         0.        ]]
INFO:mylog:validity_list_corr:[2 5 4]
INFO:mylog:[2 5 4]
INFO:mylog:train_feature:['2: Freeman_Vol_geo.tif' '5: Yamaguchi4_Odd_geo.tif'
 '4: Yamaguchi4_Hlx_geo.tif']
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']
INFO:mylog:test_feature:dict_keys(['Freeman_Vol_geo', 'Yamaguchi4_Hlx_geo', 'Yamaguchi4_Odd_geo'])
INFO:mylog:blocking tifs success!
INFO:mylog:create features matrix success!
INFO:mylog:generate train and test set success!
INFO:mylog:progress bar: 30%
INFO:mylog:RF trainning
INFO:mylog:RF train success!
INFO:mylog:progress bar: 80%
INFO:mylog:mode testing
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: 100%
INFO:mylog:successful production of VegetationPhenology products!
INFO:mylog:running use time: 0:29:30.805174