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:Cloude successful
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: combination_1mH1mA_geo.tif', '4: combination_1mHA_geo.tif', '5: combination_H1mA_geo.tif', '6: combination_HA_geo.tif', '7: delta_geo.tif', '8: entropy_geo.tif', '9: Freeman_Dbl_geo.tif', '10: Freeman_Odd_geo.tif', '11: Freeman_Vol_geo.tif', '12: gamma_geo.tif', '13: lambda_geo.tif', '14: Yamaguchi4_Dbl_geo.tif', '15: Yamaguchi4_Hlx_geo.tif', '16: Yamaguchi4_Odd_geo.tif', '17: Yamaguchi4_Vol_geo.tif']
INFO:mylog:generate train and test set success!
INFO:mylog:progress bar: 30%
INFO:mylog:importances:[0.04418615 0.03613523 0.03937815 0.03694402 0.04288367 0.03895146
 0.03725419 0.03924043 0.04659004 0.00869558 0.04775599 0.14856278
 0.03815641 0.13727368 0.02121703 0.05688362 0.07599339 0.10389817],threshold=0.07
INFO:mylog:optimal_feature:[11, 13, 17, 16]
INFO:mylog:correlation_map:
 [[0.         0.74127618 0.89359918 0.36521613]
 [0.         0.         0.61654305 0.86975651]
 [0.         0.         0.         0.20716267]
 [0.         0.         0.         0.        ]]
INFO:mylog:validity_list_corr:[11 13]
INFO:mylog:[11 13]
INFO:mylog:train_feature:['11: Freeman_Vol_geo.tif' '13: 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: 0:48:48.853661