Use of Real-Time Multisensor Data to Assess the Relationship of Normalized Corn Yield with Monthly Rainfall and Heat Stress across the Central United States

N. Westcott, S. Hollinger, K. Kunkel
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引用次数: 17

Abstract

Abstract This study evaluated the suitability of rain estimates based on the National Weather Service (NWS) Weather Surveillance Radar-1988 Doppler (WSR-88D) network to estimate yield response to rainfall on a county scale and to provide real-time information related to crop stress resulting from deficient or excessive precipitation throughout the summer. The relationship between normalized corn yield and rainfall was examined for nine states in the central United States for 1997–99 and 2001–02. Monthly rainfall estimates were computed employing multisensor precipitation estimate (MPE) data from the National Centers for Environmental Prediction and quality-controlled (QC_Coop) and real-time (RT_Coop) NWS cooperative gauge data. In-season MPE rain estimates were found to be of comparable quality to the postseason QC_Coop estimates for predicting county corn yields. Both MPE and QC_Coop estimates were better related to corn yield than were RT_Coop estimates, presumably because of the lower density of RT_Coo...
利用实时多传感器数据评估美国中部标准化玉米产量与月降雨量和热应激的关系
摘要本研究评估了基于美国国家气象局(NWS)气象监测雷达-1988多普勒(WSR-88D)网络的降雨估算在县尺度上的适用性,并提供了整个夏季降水不足或过多导致的作物胁迫的实时信息。对1997-99年和2001-02年美国中部9个州的标准化玉米产量与降雨量之间的关系进行了研究。利用来自国家环境预测和质量控制中心(QC_Coop)和实时(RT_Coop) NWS合作测量数据的多传感器降水估计(MPE)数据计算每月降雨量。发现季内MPE降雨估计与季后QC_Coop预测县玉米产量的质量相当。MPE和QC_Coop估计值与玉米产量的关系比RT_Coop估计值更好,可能是因为RT_Coop的密度更低。
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