Spatio-temporal dynamics of maize yield water constraints under climate change in Spain

PLoS ONE

Volumn 9, Issue 5, 2014, Pages

  Ferrero, Rosana ^a,c   Lima, Mauricio ^b,c   Gonzalez Andujar, Jose Luis ^a,b  

^a INSTITUTO DE AGRICULTURA SOSTENIBLE   (Spain)

^b PONTIFICIA UNIVERSIDAD CATÓLICA DE CHILE   (Chile)

^c Avenida Vicuña Mackenna   (Chile)

Author keywords

[No Author keywords available]

Indexed keywords

AGRICULTURAL MANAGEMENT; ARTICLE; CLIMATE CHANGE; CONCEPTUAL FRAMEWORK; CROP PRODUCTION; GEOGRAPHIC DISTRIBUTION; GREENHOUSE EFFECT; HARVEST; IRRIGATION (AGRICULTURE); MAIZE; MATHEMATICAL MODEL; SPAIN; SPATIAL AUTOCORRELATION ANALYSIS; UNCERTAINTY; WATER AVAILABILITY; WATER DEFICIT; WATER MANAGEMENT; WATER STRESS; DRUG EFFECTS; GROWTH, DEVELOPMENT AND AGING; PHYSIOLOGICAL STRESS; PHYSIOLOGY; SPATIOTEMPORAL ANALYSIS; STATISTICAL MODEL;

RAIN; WATER;

AGRICULTURAL IRRIGATION; CLIMATE CHANGE; MODELS, STATISTICAL; RAIN; SPAIN; SPATIO-TEMPORAL ANALYSIS; STRESS, PHYSIOLOGICAL; WATER; ZEA MAYS;

EID: 84902310907     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0098220     Document Type: Article

References (53)

1. Lobell DB, Schlenker W, Costa-Roberts J (2011) Climate trends and global crop production since 1980. Science 333: 616-620.
2. Licker R, Johnston M, Foley JA, Barford C, Kucharik CJ, et al. (2010) Mind the gap: how do climate and agricultural management explain the "yield gap" of croplands around the world? Glob Ecol Biogeogr 19: 769-782.
3. Döll P (2002) Impact of climate change and variability on irrigation requirements: a global perspective. Clim Change 54: 269-293.
4. Turral H, Burke J, Faurès JM, Faurés JM (2011) Climate change, water and food security. Rome Food Agric Organ United Nations: 204.
5. Easterling WE, Aggarwal PK, Batima P, Brander KM, Erda L, et al. (2007) Food, fibre and forest products. In: Parry ML, Canziani OF, Palutikof JP, Linden PJ van der, Hanson CE, editors. Climate Change 2007: Impacts, Adaptation and Vulnerability. Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, UK. pp. 273-313.
6. Smith P, Martino D, Cai Z, Gwary D, Janzen H, et al. (2007) Agriculture. In: Metz B, Davidson OR, Bosch PR, Dave R, Meyer LA, editors. Climate Change 2007: Mitigation. Contribution of Working Group III to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA. pp. 497-540.
7. Medici LO, Reinert F, Carvalho DF, Kozak M, Azevedo RA (2014) What about keeping plants well watered? Environ Exp Bot 99: 38-42.
8. Zou X, Li Y, Gao Q, Wan Y (2011) How water saving irrigation contributes to climate change resilience -a case study of practices in China. Mitig Adapt Strateg Glob Chang 17: 111-132.
9. Mueller ND, Gerber JS, Johnston M, Ray DK, Ramankutty N, et al. (2012) Closing yield gaps through nutrient and water management. Nature 490: 254-257.
10. Lobell DB, Ortiz-Monasterio JI (2006) Regional importance of crop yield constraints: Linking simulation models and geostatistics to interpret spatial patterns. Ecol Modell 196: 173-182. (Pubitemid 43817303)
11. Lobell D, Bala G, Mirin A, Phillips T, Maxwell R, et al. (2009) Regional Differences in the Influence of Irrigation on Climate. J Clim 22: 2248-2255.
12. Lobell DB, Cassman KG, Field CB (2009) Crop Yield Gaps: Their Importance, Magnitudes, and Causes. Annu Rev Environ Resour 34: 179-204.
13. Meng Q, Hou P, Wu L, Chen X, Cui Z, et al. (2013) Understanding production potentials and yield gaps in intensive maize production in China. F Crop Res 143: 91-97.
14. Tokatlidis IS (2013) Adapting maize crop to climate change. Agron Sustain Dev 33: 63-79.
15. Reidsma P, Ewert F, Boogaard H, van Diepen K (2009) Regional crop modelling in Europe: The impact of climatic conditions and farm characteristics on maize yields. Agric Syst 100: 51-60.
16. Olesen JE, Carter TR, Díaz-Ambrona CH, Fronzek S, Heidmann T, et al. (2007) Uncertainties in projected impacts of climate change on European agriculture and terrestrial ecosystems based on scenarios from regional climate models. Clim Change 81: 123-143. (Pubitemid 46716677)
17. Wolf J, Diepen CA (1995) Effects of climate change on grain maize yield potential in the european community. Clim Change 29: 299-331.
18. Iglesias A, Mínguez MI (1995) Prospects for maize production in Spain under climate change. In: Rosenzweig C, editor. Climate Change and Agriculture: Analysis of Potential International Impacts. American Society of Agronomy, Vol. asaspecial. pp. 259-273.
19. Moreno JM, Aguiló E, Alonso S, Cobelas MÁ, Anadón R, et al. (2005) A Preliminary General Assessment of the Impacts in Spain Due to the Effects of Climate Change A Preliminary Assessment of the Impacts in Spain due to the Effects of Climate Change. Available: http://www.magrama.gob.es/en/ cambio-climatico/temas/impactos-vulnerabilidad-y-adaptacion/plan-nacional- adaptacion-cambio-climatico/eval-impactos-ing.aspx. Accessed 2014 May 8.
20. Rodríguez-Puebla C, Ayuso S, Frías M, García-Casado L (2007) Effects of climate variation on winter cereal production in Spain. Clim Res 34: 223-232.
21. Iglesias A, Garrote L, Quiroga S, Moneo M (2011) A regional comparison of the effects of climate change on agricultural crops in Europe. Clim Change 112: 29-46.
22. Iglesias A, Mougou R, Moneo M, Quiroga S (2010) Towards adaptation of agriculture to climate change in the Mediterranean. Reg Environ Chang 11: 159-166.
23. Neumann K, Verburg PH, Stehfest E, Müller C (2010) The yield gap of global grain production: A spatial analysis. Agric Syst 103: 316-326.
24. MAGRAMA (2012) Ministerio de Agricultura, Alimentación y Medio Ambiente (MAGRAMA). MAGRAMA Stat Databases. Available: http://www.magrama.gob. es/es/estadistica/temas/publicaciones/anuario-de-estadistica/. Accessed 1 April 2012
25. Lawrimore JH, Menne MJ, Gleason BE, Williams CN, Wuertz DB, et al. (2011) An overview of the Global Historical Climatology Network monthly mean temperature data set, version 3. J Geophys Res 116: D19121. Available: http://doi.wiley.com/10.1029/2011JD016187. Accessed 1 April 2012.
26. World Bank, World Development Indicators (WDI) (2012). ESDS Int Univ Manchester. Available: http://data.worldbank.org/data-catalog/world-development- indicators/wdi-2012. Accessed 1 April 2012.
27. Lobell DB, Bänziger M, Magorokosho C, Vivek B (2011) Nonlinear heat effects on African maize as evidenced by historical yield trials. Nat Clim Chang 1: 42-45.
28. Berryman A, Turchin P (2001) Identifying the density-dependent structure underlying ecological time series. Oikos 92: 265-270. (Pubitemid 32219074)
29. Royama T (1992) Analytical population dynamics. London, New York: Chapman & Hall. Springer.
30. Ricker WE (1954) Stock and recruitment. J Fish Res Board Canada 11: 559-623.
31. R Development Core Team (2011) R: A language and environment for statistical computing. R Found Stat Comput Vienna. Available: http://www.r-project.org/. Accessed 2014 May 8.
32. Bates D, Chambers JM (1991) Nonlinear Models. In: Chambers JM, Hastie TJ, editors. Statistical Models in S. Wadsworth & Brooks/Cole, Pacific Grove, California.
33. Cameron AC, Windmeijer FAG (1996) R-Squared Measures for Count Data Regression Models With Applications to Health-Care Utilization. J Bus Econ Stat 14: 209-220.
34. De la Maza M, Lima M, Meserve PL, Gutierrez JR, Jaksic FM (2009) Primary production dynamics and climate variability: ecological consequences in semiarid Chile. Glob Chang Biol: 1116-1126.
35. Liu Z, Yang X, Hubbard K, Lin X (2012) Maize potential yields and yield gaps in the changing climate of Northeast China. Glob Chang Biol 86.
36. Bivand RS, Pebesma E, Gómez-Rubio V (2008) Applied Spatial Data Analysis with R. New York, NY: Springer New York.
37. Bivand R, Altman M, Anselin L, Assunçao R, Berke O, et al. (2013) spdep: Spatial dependence: weighting schemes, statistics and models. R package version 0.5-56.
38. Berryman AA (1999) Principles of population dynamics and their application. Stanley Thrones (Publishers) Limited.
39. Sun BJ, Van Kooten GC (2013) Weather effects on maize yields in northern China. J Agric Sci: 1-11.
40. Butler EE, Huybers P (2012) Adaptation of US maize to temperature variations. Nat Clim Chang 3: 68-72.
41. Lobell DB, Hammer GL, McLean G, Messina C, Roberts MJ, et al. (2013) The critical role of extreme heat for maize production in the United States. Nat Clim Chang 3: 497-501.
42. Lobell DB, Bonfils CJ, Kueppers LM, Snyder MA (2008) Irrigation cooling effect on temperature and heat index extremes. Geophys Res Lett 35: L09705.
43. Muchow RC, Sinclair TR, Bennett JM (1990) Temperature and Solar Radiation Effects on Potential Maize Yield across Locations. 82: 338-343.
44. Chen C, Lei C, Deng A, Qian C, Hoogmoed W, et al. (2011) Will higher minimum temperatures increase corn production in Northeast China? An analysis of historical data over 1965-2008. Agric For Meteorol 151: 1580-1588.
45. Lobell DB (2007) Changes in diurnal temperature range and national cereal yields. Agric For Meteorol 145: 229-238.
46. Peng S, Huang J, Sheehy JE, Laza RC, Visperas RM, et al. (2004) Rice yields decline with higher night temperature from global warming. Proc Natl Acad Sci U S A 101: 9971-9975. (Pubitemid 38891180)
47. Mohammed A, Tarpley L (2007) Effects of High Night Temperature on Crop Physiology and Productivity: Plant Growth Regulators Provide a Management Option. Global Warming Impacts - Case Studies on the Economy, Human Health, and on Urban and Natural Environments. doi: 10.5772/24537.
48. Rosenzweig C, Tubiello FN (1996) Effects of changes in minimum and maximum temperature on wheat yields in the central US A simulation study. Agric For Meteorol 80: 215-230. (Pubitemid 126651750)
49. Muchow RC (1990) Effect of high temperature on grain-growth in field-grown maize. F Crop Res 23: 145-158.
50. Alward RD, Detling J, Milchunas D (1999) Grassland Vegetation Changes and Nocturnal Global Warming. Science (80-) 283: 229-231.
51. Katz RW, Brown BG (1992) Extreme events in a changing climate: Variability is more important than averages. Clim Change 21(3):289-302.
52. Long SP, Ainsworth EA, Leakey ADB, Nösberger J, Ort DR (2006) Food for thought: lower-than-expected crop yield stimulation with rising CO2 concentrations. Science 312: 1918-1921. (Pubitemid 43993712)
53. Bosello F, Carraro C, De Cian E (2009) An Analysis of Adaptation as a Response to Climate Change. SSRN Electron J.