2022-04-04 19:40:36,805 (natcap.invest.utils) utils.prepare_workspace(162) Level 100 Writing log messages to E:/2018年粮食产能/结果（2022.3.31）\InVEST-Crop-Production-Regression-log-2022-04-04--19_40_36.txt
2022-04-04 19:40:36,810 (natcap.invest.ui.model) model._logged_target(1643) Level 100 Starting model with parameters: 
Arguments for InVEST natcap.invest.crop_production_regression 3.10.2:
aggregate_polygon_path        
fertilization_rate_table_path E:/2018年粮食产能/crop_fertilization_rates.csv
landcover_raster_path         E:/2018年粮食产能/tiff/yulin2018_tif111.tif
landcover_to_crop_table_path  E:/2018年粮食产能/landcover_to_crop_table.csv
model_data_path               E:/2018年粮食产能/model_data
n_workers                     -1
results_suffix                
workspace_dir                 E:/2018年粮食产能/结果（2022.3.31）

2022-04-04 19:40:36,831 (natcap.invest.crop_production_regression) crop_production_regression.execute(330) INFO Checking if the landcover raster is missing lucodes
2022-04-04 19:40:38,561 (natcap.invest.crop_production_regression) crop_production_regression.execute(356) INFO Checking that crops correspond to known types.
2022-04-04 19:40:38,624 (natcap.invest.crop_production_regression) crop_production_regression.execute(394) INFO Processing crop rice
2022-04-04 19:40:38,625 (natcap.invest.crop_production_regression) crop_production_regression.execute(399) INFO Clipping global climate bin raster to landcover bounding box.
2022-04-04 19:40:38,652 (natcap.invest.utils) utils.build_lookup_from_csv(570) WARNING Empty or NaN values were found in the table: E:/2018年粮食产能/model_data\climate_regression_yield_tables\rice_regression_yield_table.csv.
2022-04-04 19:40:38,657 (natcap.invest.crop_production_regression) crop_production_regression.execute(439) INFO Map yield_ceiling to climate bins.
2022-04-04 19:40:38,670 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(396) INFO starting stats_worker
2022-04-04 19:40:38,671 (pygeoprocessing.geoprocessing_core) threading.run(870) DEBUG stats worker PID: 85504
2022-04-04 19:40:38,672 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(402) INFO started stats_worker <Thread(Thread-71, started daemon 89228)>
2022-04-04 19:40:38,673 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(482) INFO 100.0% complete
2022-04-04 19:40:38,674 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(485) INFO Waiting for raster stats worker result.
2022-04-04 19:40:38,679 (natcap.invest.crop_production_regression) crop_production_regression.execute(472) INFO Interpolate rice yield_ceiling parameter to landcover resolution.
2022-04-04 19:40:43,856 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 28.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\rice_yield_ceiling_interpolated_regression_parameter.tif
2022-04-04 19:40:49,011 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 56.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\rice_yield_ceiling_interpolated_regression_parameter.tif
2022-04-04 19:40:54,129 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 84.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\rice_yield_ceiling_interpolated_regression_parameter.tif
2022-04-04 19:40:57,014 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 100.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\rice_yield_ceiling_interpolated_regression_parameter.tif
2022-04-04 19:40:59,075 (natcap.invest.crop_production_regression) crop_production_regression.execute(439) INFO Map b_nut to climate bins.
2022-04-04 19:40:59,090 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(396) INFO starting stats_worker
2022-04-04 19:40:59,091 (pygeoprocessing.geoprocessing_core) threading.run(870) DEBUG stats worker PID: 85504
2022-04-04 19:40:59,091 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(402) INFO started stats_worker <Thread(Thread-72, started daemon 86300)>
2022-04-04 19:40:59,092 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(482) INFO 100.0% complete
2022-04-04 19:40:59,093 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(485) INFO Waiting for raster stats worker result.
2022-04-04 19:40:59,100 (natcap.invest.crop_production_regression) crop_production_regression.execute(472) INFO Interpolate rice b_nut parameter to landcover resolution.
2022-04-04 19:41:04,268 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 28.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\rice_b_nut_interpolated_regression_parameter.tif
2022-04-04 19:41:09,384 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 56.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\rice_b_nut_interpolated_regression_parameter.tif
2022-04-04 19:41:14,494 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 84.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\rice_b_nut_interpolated_regression_parameter.tif
2022-04-04 19:41:17,393 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 100.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\rice_b_nut_interpolated_regression_parameter.tif
2022-04-04 19:41:19,483 (natcap.invest.crop_production_regression) crop_production_regression.execute(439) INFO Map b_k2o to climate bins.
2022-04-04 19:41:19,497 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(396) INFO starting stats_worker
2022-04-04 19:41:19,498 (pygeoprocessing.geoprocessing_core) threading.run(870) DEBUG stats worker PID: 85504
2022-04-04 19:41:19,498 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(402) INFO started stats_worker <Thread(Thread-73, started daemon 81532)>
2022-04-04 19:41:19,499 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(482) INFO 100.0% complete
2022-04-04 19:41:19,500 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(485) INFO Waiting for raster stats worker result.
2022-04-04 19:41:19,506 (natcap.invest.crop_production_regression) crop_production_regression.execute(472) INFO Interpolate rice b_k2o parameter to landcover resolution.
2022-04-04 19:41:24,536 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 27.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\rice_b_k2o_interpolated_regression_parameter.tif
2022-04-04 19:41:29,693 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 55.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\rice_b_k2o_interpolated_regression_parameter.tif
2022-04-04 19:41:34,837 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 83.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\rice_b_k2o_interpolated_regression_parameter.tif
2022-04-04 19:41:37,915 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 100.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\rice_b_k2o_interpolated_regression_parameter.tif
2022-04-04 19:41:40,052 (natcap.invest.crop_production_regression) crop_production_regression.execute(439) INFO Map c_n to climate bins.
2022-04-04 19:41:40,066 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(396) INFO starting stats_worker
2022-04-04 19:41:40,067 (pygeoprocessing.geoprocessing_core) threading.run(870) DEBUG stats worker PID: 85504
2022-04-04 19:41:40,067 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(402) INFO started stats_worker <Thread(Thread-74, started daemon 87552)>
2022-04-04 19:41:40,069 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(482) INFO 100.0% complete
2022-04-04 19:41:40,069 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(485) INFO Waiting for raster stats worker result.
2022-04-04 19:41:40,075 (natcap.invest.crop_production_regression) crop_production_regression.execute(472) INFO Interpolate rice c_n parameter to landcover resolution.
2022-04-04 19:41:45,229 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 28.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\rice_c_n_interpolated_regression_parameter.tif
2022-04-04 19:41:50,338 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 56.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\rice_c_n_interpolated_regression_parameter.tif
2022-04-04 19:41:55,475 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 84.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\rice_c_n_interpolated_regression_parameter.tif
2022-04-04 19:41:58,364 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 100.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\rice_c_n_interpolated_regression_parameter.tif
2022-04-04 19:42:00,517 (natcap.invest.crop_production_regression) crop_production_regression.execute(439) INFO Map c_p2o5 to climate bins.
2022-04-04 19:42:00,530 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(396) INFO starting stats_worker
2022-04-04 19:42:00,531 (pygeoprocessing.geoprocessing_core) threading.run(870) DEBUG stats worker PID: 85504
2022-04-04 19:42:00,531 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(402) INFO started stats_worker <Thread(Thread-75, started daemon 83532)>
2022-04-04 19:42:00,533 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(482) INFO 100.0% complete
2022-04-04 19:42:00,533 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(485) INFO Waiting for raster stats worker result.
2022-04-04 19:42:00,540 (natcap.invest.crop_production_regression) crop_production_regression.execute(472) INFO Interpolate rice c_p2o5 parameter to landcover resolution.
2022-04-04 19:42:05,713 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 28.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\rice_c_p2o5_interpolated_regression_parameter.tif
2022-04-04 19:42:10,850 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 56.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\rice_c_p2o5_interpolated_regression_parameter.tif
2022-04-04 19:42:15,976 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 84.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\rice_c_p2o5_interpolated_regression_parameter.tif
2022-04-04 19:42:18,880 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 100.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\rice_c_p2o5_interpolated_regression_parameter.tif
2022-04-04 19:42:20,940 (natcap.invest.crop_production_regression) crop_production_regression.execute(439) INFO Map c_k2o to climate bins.
2022-04-04 19:42:20,954 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(396) INFO starting stats_worker
2022-04-04 19:42:20,955 (pygeoprocessing.geoprocessing_core) threading.run(870) DEBUG stats worker PID: 85504
2022-04-04 19:42:20,955 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(402) INFO started stats_worker <Thread(Thread-76, started daemon 89612)>
2022-04-04 19:42:20,956 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(482) INFO 100.0% complete
2022-04-04 19:42:20,956 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(485) INFO Waiting for raster stats worker result.
2022-04-04 19:42:20,964 (natcap.invest.crop_production_regression) crop_production_regression.execute(472) INFO Interpolate rice c_k2o parameter to landcover resolution.
2022-04-04 19:42:26,109 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 28.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\rice_c_k2o_interpolated_regression_parameter.tif
2022-04-04 19:42:31,232 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 56.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\rice_c_k2o_interpolated_regression_parameter.tif
2022-04-04 19:42:36,323 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 84.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\rice_c_k2o_interpolated_regression_parameter.tif
2022-04-04 19:42:39,216 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 100.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\rice_c_k2o_interpolated_regression_parameter.tif
2022-04-04 19:42:41,447 (natcap.invest.crop_production_regression) crop_production_regression.execute(491) INFO Calc nitrogen yield
2022-04-04 19:42:41,508 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(396) INFO starting stats_worker
2022-04-04 19:42:41,510 (pygeoprocessing.geoprocessing_core) threading.run(870) DEBUG stats worker PID: 85504
2022-04-04 19:42:41,510 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(402) INFO started stats_worker <Thread(Thread-77, started daemon 90072)>
2022-04-04 19:42:46,510 (pygeoprocessing.geoprocessing) geoprocessing.<lambda>(477) INFO 90.7% complete
2022-04-04 19:42:47,072 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(482) INFO 100.0% complete
2022-04-04 19:42:47,072 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(485) INFO Waiting for raster stats worker result.
2022-04-04 19:42:47,685 (natcap.invest.crop_production_regression) crop_production_regression.execute(510) INFO Calc phosphorus yield
2022-04-04 19:42:47,747 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(396) INFO starting stats_worker
2022-04-04 19:42:47,748 (pygeoprocessing.geoprocessing_core) threading.run(870) DEBUG stats worker PID: 85504
2022-04-04 19:42:47,749 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(402) INFO started stats_worker <Thread(Thread-78, started daemon 90056)>
2022-04-04 19:42:52,746 (pygeoprocessing.geoprocessing) geoprocessing.<lambda>(477) INFO 89.0% complete
2022-04-04 19:42:53,399 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(482) INFO 100.0% complete
2022-04-04 19:42:53,399 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(485) INFO Waiting for raster stats worker result.
2022-04-04 19:42:54,010 (natcap.invest.crop_production_regression) crop_production_regression.execute(529) INFO Calc potassium yield
2022-04-04 19:42:54,071 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(396) INFO starting stats_worker
2022-04-04 19:42:54,072 (pygeoprocessing.geoprocessing_core) threading.run(870) DEBUG stats worker PID: 85504
2022-04-04 19:42:54,072 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(402) INFO started stats_worker <Thread(Thread-79, started daemon 89636)>
2022-04-04 19:42:59,072 (pygeoprocessing.geoprocessing) geoprocessing.<lambda>(477) INFO 89.4% complete
2022-04-04 19:42:59,732 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(482) INFO 100.0% complete
2022-04-04 19:42:59,732 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(485) INFO Waiting for raster stats worker result.
2022-04-04 19:43:00,345 (natcap.invest.crop_production_regression) crop_production_regression.execute(553) INFO Calc the min of N, K, and P
2022-04-04 19:43:00,365 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(396) INFO starting stats_worker
2022-04-04 19:43:00,366 (pygeoprocessing.geoprocessing_core) threading.run(870) DEBUG stats worker PID: 85504
2022-04-04 19:43:00,366 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(402) INFO started stats_worker <Thread(Thread-80, started daemon 89368)>
2022-04-04 19:43:05,367 (pygeoprocessing.geoprocessing) geoprocessing.<lambda>(477) INFO 80.2% complete
2022-04-04 19:43:06,708 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(482) INFO 100.0% complete
2022-04-04 19:43:06,709 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(485) INFO Waiting for raster stats worker result.
2022-04-04 19:43:07,364 (natcap.invest.crop_production_regression) crop_production_regression.execute(570) INFO Calculate observed yield for rice
2022-04-04 19:43:07,391 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(396) INFO starting stats_worker
2022-04-04 19:43:07,392 (pygeoprocessing.geoprocessing_core) threading.run(870) DEBUG stats worker PID: 85504
2022-04-04 19:43:07,393 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(402) INFO started stats_worker <Thread(Thread-81, started daemon 89544)>
2022-04-04 19:43:07,394 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(482) INFO 100.0% complete
2022-04-04 19:43:07,394 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(485) INFO Waiting for raster stats worker result.
2022-04-04 19:43:07,401 (natcap.invest.crop_production_regression) crop_production_regression.execute(612) INFO Interpolating observed rice raster to landcover.
2022-04-04 19:43:12,437 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 27.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\rice_interpolated_observed_yield.tif
2022-04-04 19:43:17,611 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 55.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\rice_interpolated_observed_yield.tif
2022-04-04 19:43:22,748 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 83.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\rice_interpolated_observed_yield.tif
2022-04-04 19:43:25,826 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 100.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\rice_interpolated_observed_yield.tif
2022-04-04 19:43:29,445 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(396) INFO starting stats_worker
2022-04-04 19:43:29,446 (pygeoprocessing.geoprocessing_core) threading.run(870) DEBUG stats worker PID: 85504
2022-04-04 19:43:29,446 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(402) INFO started stats_worker <Thread(Thread-82, started daemon 88916)>
2022-04-04 19:43:32,710 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(482) INFO 100.0% complete
2022-04-04 19:43:32,710 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(485) INFO Waiting for raster stats worker result.
2022-04-04 19:43:33,793 (natcap.invest.crop_production_regression) crop_production_regression.execute(394) INFO Processing crop maize
2022-04-04 19:43:33,793 (natcap.invest.crop_production_regression) crop_production_regression.execute(399) INFO Clipping global climate bin raster to landcover bounding box.
2022-04-04 19:43:33,823 (natcap.invest.utils) utils.build_lookup_from_csv(570) WARNING Empty or NaN values were found in the table: E:/2018年粮食产能/model_data\climate_regression_yield_tables\maize_regression_yield_table.csv.
2022-04-04 19:43:33,827 (natcap.invest.crop_production_regression) crop_production_regression.execute(439) INFO Map yield_ceiling to climate bins.
2022-04-04 19:43:33,842 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(396) INFO starting stats_worker
2022-04-04 19:43:33,843 (pygeoprocessing.geoprocessing_core) threading.run(870) DEBUG stats worker PID: 85504
2022-04-04 19:43:33,843 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(402) INFO started stats_worker <Thread(Thread-83, started daemon 81756)>
2022-04-04 19:43:33,844 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(482) INFO 100.0% complete
2022-04-04 19:43:33,845 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(485) INFO Waiting for raster stats worker result.
2022-04-04 19:43:33,851 (natcap.invest.crop_production_regression) crop_production_regression.execute(472) INFO Interpolate maize yield_ceiling parameter to landcover resolution.
2022-04-04 19:43:38,907 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 27.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\maize_yield_ceiling_interpolated_regression_parameter.tif
2022-04-04 19:43:44,084 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 55.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\maize_yield_ceiling_interpolated_regression_parameter.tif
2022-04-04 19:43:49,241 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 83.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\maize_yield_ceiling_interpolated_regression_parameter.tif
2022-04-04 19:43:52,337 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 100.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\maize_yield_ceiling_interpolated_regression_parameter.tif
2022-04-04 19:43:57,383 (natcap.invest.crop_production_regression) crop_production_regression.execute(439) INFO Map b_nut to climate bins.
2022-04-04 19:43:57,397 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(396) INFO starting stats_worker
2022-04-04 19:43:57,398 (pygeoprocessing.geoprocessing_core) threading.run(870) DEBUG stats worker PID: 85504
2022-04-04 19:43:57,398 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(402) INFO started stats_worker <Thread(Thread-84, started daemon 81000)>
2022-04-04 19:43:57,399 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(482) INFO 100.0% complete
2022-04-04 19:43:57,400 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(485) INFO Waiting for raster stats worker result.
2022-04-04 19:43:57,407 (natcap.invest.crop_production_regression) crop_production_regression.execute(472) INFO Interpolate maize b_nut parameter to landcover resolution.
2022-04-04 19:44:02,421 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 27.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\maize_b_nut_interpolated_regression_parameter.tif
2022-04-04 19:44:07,550 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 55.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\maize_b_nut_interpolated_regression_parameter.tif
2022-04-04 19:44:12,661 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 83.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\maize_b_nut_interpolated_regression_parameter.tif
2022-04-04 19:44:15,730 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 100.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\maize_b_nut_interpolated_regression_parameter.tif
2022-04-04 19:44:20,885 (natcap.invest.crop_production_regression) crop_production_regression.execute(439) INFO Map b_k2o to climate bins.
2022-04-04 19:44:20,900 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(396) INFO starting stats_worker
2022-04-04 19:44:20,901 (pygeoprocessing.geoprocessing_core) threading.run(870) DEBUG stats worker PID: 85504
2022-04-04 19:44:20,901 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(402) INFO started stats_worker <Thread(Thread-85, started daemon 76504)>
2022-04-04 19:44:20,903 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(482) INFO 100.0% complete
2022-04-04 19:44:20,903 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(485) INFO Waiting for raster stats worker result.
2022-04-04 19:44:20,910 (natcap.invest.crop_production_regression) crop_production_regression.execute(472) INFO Interpolate maize b_k2o parameter to landcover resolution.
2022-04-04 19:44:26,075 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 28.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\maize_b_k2o_interpolated_regression_parameter.tif
2022-04-04 19:44:31,189 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 56.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\maize_b_k2o_interpolated_regression_parameter.tif
2022-04-04 19:44:36,311 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 84.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\maize_b_k2o_interpolated_regression_parameter.tif
2022-04-04 19:44:39,237 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 100.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\maize_b_k2o_interpolated_regression_parameter.tif
2022-04-04 19:44:43,627 (natcap.invest.crop_production_regression) crop_production_regression.execute(439) INFO Map c_n to climate bins.
2022-04-04 19:44:43,641 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(396) INFO starting stats_worker
2022-04-04 19:44:43,642 (pygeoprocessing.geoprocessing_core) threading.run(870) DEBUG stats worker PID: 85504
2022-04-04 19:44:43,642 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(402) INFO started stats_worker <Thread(Thread-86, started daemon 88528)>
2022-04-04 19:44:43,643 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(482) INFO 100.0% complete
2022-04-04 19:44:43,643 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(485) INFO Waiting for raster stats worker result.
2022-04-04 19:44:43,651 (natcap.invest.crop_production_regression) crop_production_regression.execute(472) INFO Interpolate maize c_n parameter to landcover resolution.
2022-04-04 19:44:48,684 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 27.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\maize_c_n_interpolated_regression_parameter.tif
2022-04-04 19:44:53,706 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 54.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\maize_c_n_interpolated_regression_parameter.tif
2022-04-04 19:44:58,861 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 82.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\maize_c_n_interpolated_regression_parameter.tif
2022-04-04 19:45:02,146 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 100.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\maize_c_n_interpolated_regression_parameter.tif
2022-04-04 19:45:07,428 (natcap.invest.crop_production_regression) crop_production_regression.execute(439) INFO Map c_p2o5 to climate bins.
2022-04-04 19:45:07,442 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(396) INFO starting stats_worker
2022-04-04 19:45:07,443 (pygeoprocessing.geoprocessing_core) threading.run(870) DEBUG stats worker PID: 85504
2022-04-04 19:45:07,444 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(402) INFO started stats_worker <Thread(Thread-87, started daemon 70408)>
2022-04-04 19:45:07,445 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(482) INFO 100.0% complete
2022-04-04 19:45:07,445 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(485) INFO Waiting for raster stats worker result.
2022-04-04 19:45:07,453 (natcap.invest.crop_production_regression) crop_production_regression.execute(472) INFO Interpolate maize c_p2o5 parameter to landcover resolution.
2022-04-04 19:45:12,471 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 27.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\maize_c_p2o5_interpolated_regression_parameter.tif
2022-04-04 19:45:17,625 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 55.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\maize_c_p2o5_interpolated_regression_parameter.tif
2022-04-04 19:45:22,773 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 83.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\maize_c_p2o5_interpolated_regression_parameter.tif
2022-04-04 19:45:25,843 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 100.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\maize_c_p2o5_interpolated_regression_parameter.tif
2022-04-04 19:45:30,782 (natcap.invest.crop_production_regression) crop_production_regression.execute(439) INFO Map c_k2o to climate bins.
2022-04-04 19:45:30,797 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(396) INFO starting stats_worker
2022-04-04 19:45:30,800 (pygeoprocessing.geoprocessing_core) threading.run(870) DEBUG stats worker PID: 85504
2022-04-04 19:45:30,800 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(402) INFO started stats_worker <Thread(Thread-88, started daemon 89408)>
2022-04-04 19:45:30,801 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(482) INFO 100.0% complete
2022-04-04 19:45:30,801 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(485) INFO Waiting for raster stats worker result.
2022-04-04 19:45:30,808 (natcap.invest.crop_production_regression) crop_production_regression.execute(472) INFO Interpolate maize c_k2o parameter to landcover resolution.
2022-04-04 19:45:35,833 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 27.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\maize_c_k2o_interpolated_regression_parameter.tif
2022-04-04 19:45:40,989 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 55.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\maize_c_k2o_interpolated_regression_parameter.tif
2022-04-04 19:45:46,140 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 83.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\maize_c_k2o_interpolated_regression_parameter.tif
2022-04-04 19:45:49,209 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 100.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\maize_c_k2o_interpolated_regression_parameter.tif
2022-04-04 19:45:53,539 (natcap.invest.crop_production_regression) crop_production_regression.execute(491) INFO Calc nitrogen yield
2022-04-04 19:45:53,606 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(396) INFO starting stats_worker
2022-04-04 19:45:53,607 (pygeoprocessing.geoprocessing_core) threading.run(870) DEBUG stats worker PID: 85504
2022-04-04 19:45:53,607 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(402) INFO started stats_worker <Thread(Thread-89, started daemon 89896)>
2022-04-04 19:45:58,608 (pygeoprocessing.geoprocessing) geoprocessing.<lambda>(477) INFO 53.8% complete
2022-04-04 19:46:03,611 (pygeoprocessing.geoprocessing) geoprocessing.<lambda>(477) INFO 97.8% complete
2022-04-04 19:46:03,942 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(482) INFO 100.0% complete
2022-04-04 19:46:03,942 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(485) INFO Waiting for raster stats worker result.
2022-04-04 19:46:04,896 (natcap.invest.crop_production_regression) crop_production_regression.execute(510) INFO Calc phosphorus yield
2022-04-04 19:46:04,959 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(396) INFO starting stats_worker
2022-04-04 19:46:04,960 (pygeoprocessing.geoprocessing_core) threading.run(870) DEBUG stats worker PID: 85504
2022-04-04 19:46:04,960 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(402) INFO started stats_worker <Thread(Thread-90, started daemon 90044)>
2022-04-04 19:46:09,962 (pygeoprocessing.geoprocessing) geoprocessing.<lambda>(477) INFO 51.8% complete
2022-04-04 19:46:14,965 (pygeoprocessing.geoprocessing) geoprocessing.<lambda>(477) INFO 96.5% complete
2022-04-04 19:46:15,461 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(482) INFO 100.0% complete
2022-04-04 19:46:15,462 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(485) INFO Waiting for raster stats worker result.
2022-04-04 19:46:16,395 (natcap.invest.crop_production_regression) crop_production_regression.execute(529) INFO Calc potassium yield
2022-04-04 19:46:16,457 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(396) INFO starting stats_worker
2022-04-04 19:46:16,458 (pygeoprocessing.geoprocessing_core) threading.run(870) DEBUG stats worker PID: 85504
2022-04-04 19:46:16,458 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(402) INFO started stats_worker <Thread(Thread-91, started daemon 86464)>
2022-04-04 19:46:21,458 (pygeoprocessing.geoprocessing) geoprocessing.<lambda>(477) INFO 54.9% complete
2022-04-04 19:46:26,396 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(482) INFO 100.0% complete
2022-04-04 19:46:26,396 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(485) INFO Waiting for raster stats worker result.
2022-04-04 19:46:27,350 (natcap.invest.crop_production_regression) crop_production_regression.execute(553) INFO Calc the min of N, K, and P
2022-04-04 19:46:27,371 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(396) INFO starting stats_worker
2022-04-04 19:46:27,372 (pygeoprocessing.geoprocessing_core) threading.run(870) DEBUG stats worker PID: 85504
2022-04-04 19:46:27,372 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(402) INFO started stats_worker <Thread(Thread-92, started daemon 86512)>
2022-04-04 19:46:32,377 (pygeoprocessing.geoprocessing) geoprocessing.<lambda>(477) INFO 63.2% complete
2022-04-04 19:46:36,373 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(482) INFO 100.0% complete
2022-04-04 19:46:36,374 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(485) INFO Waiting for raster stats worker result.
2022-04-04 19:46:37,396 (natcap.invest.crop_production_regression) crop_production_regression.execute(570) INFO Calculate observed yield for maize
2022-04-04 19:46:37,425 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(396) INFO starting stats_worker
2022-04-04 19:46:37,427 (pygeoprocessing.geoprocessing_core) threading.run(870) DEBUG stats worker PID: 85504
2022-04-04 19:46:37,427 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(402) INFO started stats_worker <Thread(Thread-93, started daemon 87380)>
2022-04-04 19:46:37,429 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(482) INFO 100.0% complete
2022-04-04 19:46:37,429 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(485) INFO Waiting for raster stats worker result.
2022-04-04 19:46:37,436 (natcap.invest.crop_production_regression) crop_production_regression.execute(612) INFO Interpolating observed maize raster to landcover.
2022-04-04 19:46:42,490 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 27.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\maize_interpolated_observed_yield.tif
2022-04-04 19:46:47,661 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 55.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\maize_interpolated_observed_yield.tif
2022-04-04 19:46:52,818 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 83.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\maize_interpolated_observed_yield.tif
2022-04-04 19:46:55,893 (pygeoprocessing.geoprocessing) geoprocessing.logger_callback(3320) INFO Warp 100.0% complete E:/2018年粮食产能/结果（2022.3.31）\intermediate_output\maize_interpolated_observed_yield.tif
2022-04-04 19:47:02,228 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(396) INFO starting stats_worker
2022-04-04 19:47:02,229 (pygeoprocessing.geoprocessing_core) threading.run(870) DEBUG stats worker PID: 85504
2022-04-04 19:47:02,229 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(402) INFO started stats_worker <Thread(Thread-94, started daemon 86364)>
2022-04-04 19:47:07,096 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(482) INFO 100.0% complete
2022-04-04 19:47:07,096 (pygeoprocessing.geoprocessing) geoprocessing.raster_calculator(485) INFO Waiting for raster stats worker result.
2022-04-04 19:47:08,889 (natcap.invest.crop_production_regression) crop_production_regression.execute(648) INFO Generating report table
2022-04-04 19:47:08,937 (natcap.invest.crop_production_regression) crop_production_regression.tabulate_regression_results(817) INFO Calculating production area and summing observed yield.
2022-04-04 19:47:13,316 (natcap.invest.crop_production_regression) crop_production_regression.tabulate_regression_results(817) INFO Calculating production area and summing observed yield.
2022-04-04 19:47:17,291 (natcap.invest.utils) utils.prepare_workspace(170) INFO Elapsed time: 6m 40.48000000000002s
2022-04-04 19:47:17,292 (natcap.invest.utils) utils.prepare_workspace(173) INFO Execution finished