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Spatial Variations in Crop Growing Seasons Pivotal to Reproduce Global Fluctuations in Maize and Wheat YieldsTesting our understanding of crop yield responses to weather fluctuations at global scale is notoriously hampered by limited information about underlying management conditions, such as cultivar selection or fertilizer application. Here, we demonstrate that accounting for observed spatial variations in growing seasons increases the variance in reported national maize and wheat yield anomalies that can be explained by process-based model simulations from 34 to 58% and 47 to 54% across the 10 most weather-sensitive main producers, respectively. For maize, the increase in explanatory power is similar to the increase achieved by accounting for water stress, as compared to simulations assuming perfect water supply in both rainfed and irrigated agriculture. Representing water availability constraints in irrigation is of second-order importance. We improve the model’s explanatory power by better representing crops’ exposure to observed weather conditions, without modifying the weather response itself. This growing season adjustment now allows for a close reproduction of heat wave and drought impacts on crop yields.
Document ID
20190001493
Acquisition Source
Goddard Space Flight Center
Document Type
Reprint (Version printed in journal)
External Source(s)
Authors
Jaegermeyr, Jonas
(Chicago Univ. Chicago, IL, United States)
Frieler, Katja
(Potsdam Institute for Climate Impact Research (PIK) Potsdam, Germany)
Date Acquired
March 12, 2019
Publication Date
November 21, 2018
Publication Information
Publication: Science Advances
Publisher: American Association for the Advancement of Science
Volume: 4
Issue: 11
e-ISSN: 2375-2548
Subject Category
Earth Resources And Remote Sensing
Report/Patent Number
GSFC-E-DAA-TN63508
E-ISSN: 2375-2548
Report Number: GSFC-E-DAA-TN63508
Funding Number(s)
CONTRACT_GRANT: NNX16AK38G
CONTRACT_GRANT: SAW-2013-PIK-5
CONTRACT_GRANT: NSF SES-146364
Distribution Limits
Public
Copyright
Use by or on behalf of the US Gov. Permitted.
Keywords
Maize
Crop yields
Weather fluctuation
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