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Carbon–Temperature–Water change analysis for peanut production under climate change: a prototype for the AgMIP Coordinated Climate‐Crop Modeling Project (C3 MP )

Alex C. Ruane; Sonali McDermid; Cynthia Rosenzweig; Guillermo A. Baigorria; James W. Jones; Consuelo C. Romero; L. DeWayne Cecil
Global Change Biology · Vol. 20, Issue 2 · pp. 394-407 · 2014

Abstract

Climate change is projected to push the limits of cropping systems and has the potential to disrupt the agricultural sector from local to global scales. This article introduces the Coordinated Climate‐Crop Modeling Project (C3MP), an initiative of the Agricultural Model Intercomparison and Improvement Project (Ag MIP ) to engage a global network of crop modelers to explore the impacts of climate change via an investigation of crop responses to changes in carbon dioxide concentration ([ CO 2 ]), temperature, and water. As a demonstration of the C3MP protocols and enabled analyses, we apply the Decision Support System for Agrotechnology Transfer ( DSSAT ) CROPGRO ‐Peanut crop model for Henry County, Alabama, to evaluate responses to the range of plausible [ CO 2 ], temperature changes, and precipitation changes projected by climate models out to the end of the 21st century. These sensitivity tests are used to derive crop model emulators that estimate changes in mean yield and the coefficient of variation for seasonal yields across a broad range of climate conditions, reproducing mean yields from sensitivity test simulations with deviations of ca. 2% for rain‐fed conditions. We apply these statistical emulators to investigate how peanuts respond to projections from various global climate models, time periods, and emissions scenarios, finding a robust projection of modest ( 20%) losses and larger uncertainty at the end of the century under the more severe representative concentration pathway (RCP8.5). This projection is not substantially altered by the selection of the AgMERRA global gridded climate dataset rather than the local historical observations, differences between the Third and Fifth Coupled Model Intercomparison Project ( CMIP 3 and CMIP 5), or the use of the delta method of climate impacts analysis rather than the C3 MP impacts response surface and emulator approach.

Bibliographic Information

JournalGlobal Change Biology
PublisherWiley
Publication Date2014-02-01
Publication Year2014
Volume20
Issue2
Pages394-407
Document TypeJournal Article
Print ISSN1354-1013
eISSN1365-2486
DOI10.1111/gcb.12412
SubjectConservation Science

Access Information

NARA Access Coverage1997-01-01~Current
Journal Homepagehttps://onlinelibrary.wiley.com/loi/13652486
Publisher PageOpen Publisher Page
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