Agricultural crop insurance is an important component for mitigating farm risk, particularly given the potential for unexpected climatic events. Using a 2.8 million nationwide insurance claim dataset from the United States Department of Agriculture (USDA), this research study examines spatiotemporal variations of over 31,000 agricultural insurance loss claims across the 24-county region of the inland Pacific Northwest (iPNW) portion of the United States from 2001 to 2022. Wheat is the dominant insurance loss crop for the region, accounting for over USD 2.8 billion in indemnities, with over USD 1.5 billion resulting in claims due to drought (across the 22 year time period). While fruit production generates considerably lesser insurance losses (USD 400 million) as a primary result of freeze, frost, and hail, overall revenue ranks number one for the region, with USD 2 billion in sales, across the same time range. Principal components analysis of crop insurance claims showed distinct spatial and temporal differentiation in wheat and apples insurance losses using the range of damage causes as factor loadings. The first two factor loadings for wheat accounts for approximately 50 percent of total variance for the region, while a separate analysis of apples accounts for over 60 percent of total variance. These distinct orthogonal differences in losses by year and commodity in relationship to damage causes suggest that insurance loss analysis may serve as an effective barometer in gauging climatic influences.
机构:
Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters (CIC-FEMD)/Key Laboratory of Meteorological Disaster, Ministry of Education/Joint International Research Laboratory of Climate and Environment Change (KLME/ILCEC),Nanjin
School of Atmospheric Sciences, Nanjing University of Information Science & TechnologyCollaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters (CIC-FEMD)/Key Laboratory of Meteorological Disaster, Ministry of Education/Joint International Research Laboratory of Climate and Environment Change (KLME/ILCEC),Nanjin
Hongxia LAN
Jing MA
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机构:
Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters (CIC-FEMD)/Key Laboratory of Meteorological Disaster, Ministry of Education/Joint International Research Laboratory of Climate and Environment Change (KLME/ILCEC),Nanjin
School of Atmospheric Sciences, Nanjing University of Information Science & TechnologyCollaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters (CIC-FEMD)/Key Laboratory of Meteorological Disaster, Ministry of Education/Joint International Research Laboratory of Climate and Environment Change (KLME/ILCEC),Nanjin
Jing MA
Haiming XU
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机构:
Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters (CIC-FEMD)/Key Laboratory of Meteorological Disaster, Ministry of Education/Joint International Research Laboratory of Climate and Environment Change (KLME/ILCEC),Nanjin
School of Atmospheric Sciences, Nanjing University of Information Science & TechnologyCollaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters (CIC-FEMD)/Key Laboratory of Meteorological Disaster, Ministry of Education/Joint International Research Laboratory of Climate and Environment Change (KLME/ILCEC),Nanjin
Haiming XU
Jingjia LUO
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机构:
Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters (CIC-FEMD)/Key Laboratory of Meteorological Disaster, Ministry of Education/Joint International Research Laboratory of Climate and Environment Change (KLME/ILCEC),Nanjin
School of Atmospheric Sciences, Nanjing University of Information Science & TechnologyCollaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters (CIC-FEMD)/Key Laboratory of Meteorological Disaster, Ministry of Education/Joint International Research Laboratory of Climate and Environment Change (KLME/ILCEC),Nanjin
机构:
ARS, USDA, Land Management & Water Conservat Res Unit, Pullman, WA 99164 USAARS, USDA, Land Management & Water Conservat Res Unit, Pullman, WA 99164 USA
Sharratt, Brenton
Schillinger, William F.
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机构:
Washington State Univ, Dept Crop & Soil Sci, Lind, WA 99341 USAARS, USDA, Land Management & Water Conservat Res Unit, Pullman, WA 99164 USA
机构:
Montana State Univ, Dept Land Resources & Environm Sci, 334 Leon Johnson Hall, Bozeman, MT 59717 USAMontana State Univ, Dept Land Resources & Environm Sci, 334 Leon Johnson Hall, Bozeman, MT 59717 USA
Norderud, Erik D.
Powell, Scott L.
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Montana State Univ, Dept Land Resources & Environm Sci, 334 Leon Johnson Hall, Bozeman, MT 59717 USAMontana State Univ, Dept Land Resources & Environm Sci, 334 Leon Johnson Hall, Bozeman, MT 59717 USA
Powell, Scott L.
Peterson, Robert K. D.
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Montana State Univ, Dept Land Resources & Environm Sci, 334 Leon Johnson Hall, Bozeman, MT 59717 USAMontana State Univ, Dept Land Resources & Environm Sci, 334 Leon Johnson Hall, Bozeman, MT 59717 USA