2020-07-23 16:19:22,119 utils.prepare_workspace(109) INFO Writing log messages to F:\invest\try\20200720农田产量新\InVEST-Crop-Production-Regression-Model-log-2020-07-23--16_19_22.txt 2020-07-23 16:19:22,121 model._logged_target(1633) Level 100 Starting model with parameters: Arguments for InVEST natcap.invest.crop_production_regression 3.7.0: aggregate_polygon_path fertilization_rate_table_path F:/invest/try/20200720农田产量新/CropProduction/sample_user_data/crop_fertilization_rates.csv landcover_raster_path F:/数据/GIS工作空间/20200629旱田重分类/LULC新改.TIF landcover_to_crop_table_path F:/invest/try/20200720农田产量新/CropProduction/sample_user_data/landcover_to_crop_table.csv model_data_path F:\invest\try\20200720农田产量新\CropProduction\model_data n_workers -1 results_suffix 带施肥 workspace_dir F:\invest\try\20200720农田产量新 2020-07-23 16:19:22,138 crop_production_regression.execute(186) INFO Checking if the landcover raster is missing lucodes 2020-07-23 16:19:22,176 crop_production_regression.execute(211) INFO Checking that crops correspond to known types. 2020-07-23 16:19:22,178 crop_production_regression.execute(249) INFO Processing crop maize 2020-07-23 16:19:22,178 crop_production_regression.execute(255) INFO Clipping global climate bin raster to landcover bounding box. 2020-07-23 16:19:22,401 crop_production_regression.execute(291) INFO Map c_n to climate bins. 2020-07-23 16:19:22,407 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:22,407 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:22,408 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:22,410 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:22,410 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:22,410 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:22,559 crop_production_regression.execute(321) INFO Interpolate maize c_n parameter to landcover resolution. 2020-07-23 16:19:22,788 crop_production_regression.execute(291) INFO Map c_k2o to climate bins. 2020-07-23 16:19:22,792 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:22,793 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:22,795 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:22,796 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:22,796 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:22,796 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:22,963 crop_production_regression.execute(321) INFO Interpolate maize c_k2o parameter to landcover resolution. 2020-07-23 16:19:23,210 crop_production_regression.execute(291) INFO Map yield_ceiling_rf to climate bins. 2020-07-23 16:19:23,214 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:23,216 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:23,217 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:23,217 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:23,219 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:23,219 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:23,371 crop_production_regression.execute(321) INFO Interpolate maize yield_ceiling_rf parameter to landcover resolution. 2020-07-23 16:19:23,605 crop_production_regression.execute(291) INFO Map c_p2o5 to climate bins. 2020-07-23 16:19:23,609 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:23,611 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:23,611 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:23,612 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:23,612 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:23,612 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:23,765 crop_production_regression.execute(321) INFO Interpolate maize c_p2o5 parameter to landcover resolution. 2020-07-23 16:19:23,953 crop_production_regression.execute(291) INFO Map b_k2o to climate bins. 2020-07-23 16:19:23,960 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:23,960 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:23,961 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:23,963 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:23,963 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:23,963 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:24,078 crop_production_regression.execute(321) INFO Interpolate maize b_k2o parameter to landcover resolution. 2020-07-23 16:19:24,306 crop_production_regression.execute(291) INFO Map yield_ceiling to climate bins. 2020-07-23 16:19:24,312 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:24,312 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:24,315 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:24,315 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:24,315 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:24,315 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:24,470 crop_production_regression.execute(321) INFO Interpolate maize yield_ceiling parameter to landcover resolution. 2020-07-23 16:19:24,714 crop_production_regression.execute(291) INFO Map b_nut to climate bins. 2020-07-23 16:19:24,720 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:24,720 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:24,723 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:24,723 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:24,723 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:24,723 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:24,872 crop_production_regression.execute(321) INFO Interpolate maize b_nut parameter to landcover resolution. 2020-07-23 16:19:25,141 crop_production_regression.execute(337) INFO Calc nitrogen yield 2020-07-23 16:19:25,150 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:25,151 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:25,177 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:25,177 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:25,177 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:25,177 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:25,322 crop_production_regression.execute(355) INFO Calc phosphorous yield 2020-07-23 16:19:25,332 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:25,334 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:25,355 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:25,355 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:25,355 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:25,355 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:25,539 crop_production_regression.execute(373) INFO Calc potassium yield 2020-07-23 16:19:25,549 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:25,551 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:25,573 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:25,573 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:25,575 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:25,575 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:25,737 crop_production_regression.execute(396) INFO Calc the min of N, K, and P 2020-07-23 16:19:25,746 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:25,746 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:25,759 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:25,759 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:25,759 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:25,760 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:25,923 crop_production_regression.execute(413) INFO Calculate observed yield for maize 2020-07-23 16:19:26,068 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:26,068 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:26,069 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:26,071 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:26,071 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:26,071 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:26,240 crop_production_regression.execute(456) INFO Interpolating observed maize raster to landcover. 2020-07-23 16:19:26,480 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:26,480 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:26,494 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:26,494 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:26,494 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:26,494 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:26,713 crop_production_regression.execute(249) INFO Processing crop rice 2020-07-23 16:19:26,714 crop_production_regression.execute(255) INFO Clipping global climate bin raster to landcover bounding box. 2020-07-23 16:19:26,950 crop_production_regression.execute(291) INFO Map c_n to climate bins. 2020-07-23 16:19:26,956 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:26,957 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:26,959 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:26,959 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:26,959 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:26,959 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:27,107 crop_production_regression.execute(321) INFO Interpolate rice c_n parameter to landcover resolution. 2020-07-23 16:19:27,303 crop_production_regression.execute(291) INFO Map c_k2o to climate bins. 2020-07-23 16:19:27,309 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:27,309 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:27,311 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:27,311 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:27,312 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:27,312 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:27,463 crop_production_regression.execute(321) INFO Interpolate rice c_k2o parameter to landcover resolution. 2020-07-23 16:19:27,654 crop_production_regression.execute(291) INFO Map yield_ceiling_rf to climate bins. 2020-07-23 16:19:27,660 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:27,661 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:27,663 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:27,663 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:27,664 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:27,664 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:27,808 crop_production_regression.execute(321) INFO Interpolate rice yield_ceiling_rf parameter to landcover resolution. 2020-07-23 16:19:28,013 crop_production_regression.execute(291) INFO Map c_p2o5 to climate bins. 2020-07-23 16:19:28,017 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:28,019 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:28,020 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:28,020 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:28,020 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:28,020 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:28,137 crop_production_regression.execute(321) INFO Interpolate rice c_p2o5 parameter to landcover resolution. 2020-07-23 16:19:28,321 crop_production_regression.execute(291) INFO Map b_k2o to climate bins. 2020-07-23 16:19:28,325 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:28,326 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:28,328 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:28,329 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:28,329 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:28,329 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:28,461 crop_production_regression.execute(321) INFO Interpolate rice b_k2o parameter to landcover resolution. 2020-07-23 16:19:28,644 crop_production_regression.execute(291) INFO Map yield_ceiling to climate bins. 2020-07-23 16:19:28,651 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:28,651 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:28,653 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:28,654 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:28,654 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:28,654 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:28,786 crop_production_regression.execute(321) INFO Interpolate rice yield_ceiling parameter to landcover resolution. 2020-07-23 16:19:28,996 crop_production_regression.execute(291) INFO Map b_nut to climate bins. 2020-07-23 16:19:29,000 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:29,002 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:29,003 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:29,003 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:29,003 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:29,003 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:29,137 crop_production_regression.execute(321) INFO Interpolate rice b_nut parameter to landcover resolution. 2020-07-23 16:19:29,345 crop_production_regression.execute(337) INFO Calc nitrogen yield 2020-07-23 16:19:29,355 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:29,355 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:29,375 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:29,375 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:29,375 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:29,375 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:29,519 crop_production_regression.execute(355) INFO Calc phosphorous yield 2020-07-23 16:19:29,530 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:29,530 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:29,549 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:29,549 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:29,549 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:29,549 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:29,697 crop_production_regression.execute(373) INFO Calc potassium yield 2020-07-23 16:19:29,707 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:29,709 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:29,726 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:29,726 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:29,726 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:29,726 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:29,871 crop_production_regression.execute(396) INFO Calc the min of N, K, and P 2020-07-23 16:19:29,878 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:29,878 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:29,891 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:29,891 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:29,891 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:29,891 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:30,036 crop_production_regression.execute(413) INFO Calculate observed yield for rice 2020-07-23 16:19:30,193 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:30,193 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:30,196 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:30,196 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:30,196 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:30,196 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:30,352 crop_production_regression.execute(456) INFO Interpolating observed rice raster to landcover. 2020-07-23 16:19:30,596 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:30,598 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:30,611 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:30,611 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:30,612 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:30,611 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:30,796 crop_production_regression.execute(249) INFO Processing crop soybean 2020-07-23 16:19:30,798 crop_production_regression.execute(255) INFO Clipping global climate bin raster to landcover bounding box. 2020-07-23 16:19:31,029 crop_production_regression.execute(291) INFO Map c_n to climate bins. 2020-07-23 16:19:31,036 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:31,036 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:31,038 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:31,039 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:31,039 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:31,039 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:31,170 crop_production_regression.execute(321) INFO Interpolate soybean c_n parameter to landcover resolution. 2020-07-23 16:19:31,385 crop_production_regression.execute(291) INFO Map c_k2o to climate bins. 2020-07-23 16:19:31,391 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:31,391 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:31,394 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:31,394 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:31,394 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:31,394 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:31,528 crop_production_regression.execute(321) INFO Interpolate soybean c_k2o parameter to landcover resolution. 2020-07-23 16:19:31,746 crop_production_regression.execute(291) INFO Map yield_ceiling_rf to climate bins. 2020-07-23 16:19:31,750 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:31,750 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:31,753 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:31,753 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:31,753 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:31,753 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:31,898 crop_production_regression.execute(321) INFO Interpolate soybean yield_ceiling_rf parameter to landcover resolution. 2020-07-23 16:19:32,121 crop_production_regression.execute(291) INFO Map c_p2o5 to climate bins. 2020-07-23 16:19:32,125 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:32,127 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:32,128 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:32,130 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:32,130 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:32,131 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:32,272 crop_production_regression.execute(321) INFO Interpolate soybean c_p2o5 parameter to landcover resolution. 2020-07-23 16:19:32,517 crop_production_regression.execute(291) INFO Map b_k2o to climate bins. 2020-07-23 16:19:32,523 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:32,523 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:32,526 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:32,526 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:32,526 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:32,526 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:32,673 crop_production_regression.execute(321) INFO Interpolate soybean b_k2o parameter to landcover resolution. 2020-07-23 16:19:32,914 crop_production_regression.execute(291) INFO Map yield_ceiling to climate bins. 2020-07-23 16:19:32,920 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:32,921 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:32,921 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:32,923 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:32,923 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:32,923 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:33,088 crop_production_regression.execute(321) INFO Interpolate soybean yield_ceiling parameter to landcover resolution. 2020-07-23 16:19:33,331 crop_production_regression.execute(291) INFO Map b_nut to climate bins. 2020-07-23 16:19:33,336 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:33,336 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:33,338 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:33,339 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:33,339 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:33,341 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:33,482 crop_production_regression.execute(321) INFO Interpolate soybean b_nut parameter to landcover resolution. 2020-07-23 16:19:33,721 crop_production_regression.execute(337) INFO Calc nitrogen yield 2020-07-23 16:19:33,733 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:33,733 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:33,755 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:33,755 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:33,756 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:33,756 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:33,940 crop_production_regression.execute(355) INFO Calc phosphorous yield 2020-07-23 16:19:33,950 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:33,950 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:33,971 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:33,971 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:33,971 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:33,973 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:34,150 crop_production_regression.execute(373) INFO Calc potassium yield 2020-07-23 16:19:34,160 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:34,161 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:34,187 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:34,187 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:34,187 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:34,187 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:34,348 crop_production_regression.execute(396) INFO Calc the min of N, K, and P 2020-07-23 16:19:34,358 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:34,358 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:34,372 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:34,372 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:34,374 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:34,374 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:34,539 crop_production_regression.execute(413) INFO Calculate observed yield for soybean 2020-07-23 16:19:34,717 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:34,719 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:34,720 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:34,721 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:34,723 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:34,723 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:34,898 crop_production_regression.execute(456) INFO Interpolating observed soybean raster to landcover. 2020-07-23 16:19:35,131 geoprocessing.raster_calculator(366) INFO starting stats_worker 2020-07-23 16:19:35,134 geoprocessing.raster_calculator(372) INFO started stats_worker 2020-07-23 16:19:35,154 geoprocessing.raster_calculator(445) INFO 100.0%% complete 2020-07-23 16:19:35,154 geoprocessing.raster_calculator(448) INFO signaling stats worker to terminate 2020-07-23 16:19:35,154 geoprocessing.raster_calculator(450) INFO Waiting for raster stats worker result. 2020-07-23 16:19:35,155 threading.run(754) DEBUG payload is None, terminating 2020-07-23 16:19:35,384 crop_production_regression.execute(491) INFO Generating report table 2020-07-23 16:19:35,549 crop_production_regression.tabulate_regression_results(654) INFO Calculating production area and summing observed yield. 2020-07-23 16:19:35,558 crop_production_regression.tabulate_regression_results(654) INFO Calculating production area and summing observed yield. 2020-07-23 16:19:35,566 crop_production_regression.tabulate_regression_results(654) INFO Calculating production area and summing observed yield. 2020-07-23 16:19:35,707 model._logged_target(1642) INFO Execution finished 2020-07-23 16:19:35,707 utils.prepare_workspace(115) INFO Elapsed time: 13.59s