title: Spatio-temporal dynamics of maize yield water constraints under climate change in Spain.
abstract: Many studies have analyzed the impact of climate change on crop productivity, but comparing the performance of water management systems has rarely been explored. Because water supply and crop demand in agro-systems may be affected by global climate change in shaping the spatial patterns of agricultural production, we should evaluate how and where irrigation practices are effective in mitigating climate change effects. Here we have constructed simple, general models, based on biological mechanisms and a theoretical framework, which could be useful in explaining and predicting crop productivity dynamics. We have studied maize in irrigated and rain-fed systems at a provincial scale, from 1996 to 2009 in Spain, one of the most prominent "hot-spots" in future climate change projections. Our new approach allowed us to: (1) evaluate new structural properties such as the stability of crop yield dynamics, (2) detect nonlinear responses to climate change (thresholds and discontinuities), challenging the usual linear way of thinking, and (3) examine spatial patterns of yield losses due to water constraints and identify clusters of provinces that have been negatively affected by warming. We have reduced the uncertainty associated with climate change impacts on maize productivity by improving the understanding of the relative contributions of individual factors and providing a better spatial comprehension of the key processes. We have identified water stress and water management systems as being key causes of the yield gap, and detected vulnerable regions where efforts in research and policy should be prioritized in order to increase maize productivity.
authors.affiliation: Departamento Protección de Cultivos, Instituto de Agricultura Sostenible, Consejo Superior de Investigaciones Científicos (CSIC), Córdoba, Spain; Center of Applied Ecology and Sustainability (CAPES), Santiago, Chile.
authors.forename: Rosana
authors.initials: R
authors.lastname: Ferrero
authors.affiliation: Departamento de Ecología, Pontificia Universidad Católica de Chile, Santiago, Chile; Laboratorio Internacional de Cambio Global, LINCG (CSIC-PUC), Santiago, Chile; Center of Applied Ecology and Sustainability (CAPES), Santiago, Chile.
authors.forename: Mauricio
authors.initials: M
authors.lastname: Lima
authors.affiliation: Departamento Protección de Cultivos, Instituto de Agricultura Sostenible, Consejo Superior de Investigaciones Científicos (CSIC), Córdoba, Spain; Laboratorio Internacional de Cambio Global, LINCG (CSIC-PUC), Santiago, Chile.
authors.forename: Jose Luis
authors.initials: JL
authors.lastname: Gonzalez-Andujar
mesh_terms: D057914:Agricultural Irrigation; D057231:Climate Change; D015233:Models, Statistical; D011891:Rain; D013030:Spain; D062211:Spatio-Temporal Analysis; D013312:Stress, Physiological / Q000187:drug effects; D014867:Water / Q000494:pharmacology*; D003313:Zea mays / Q000187:drug effects* / Q000254:growth & development* / Q000502:physiology
chemical_list: D014867:Water