CLMcrop yields and water requirements: avoided impacts by choosing RCP 4.5 over 8.5

Levis, Samuel; Badger, Andrew; Drewniak, Beth; Nevison, Cynthia; Ren, Xiaolin

doi:10.1007/s10584-016-1654-9

CLMcrop yields and water requirements: avoided impacts by choosing RCP 4.5 over 8.5

Journal Article · Thu Mar 31 00:00:00 EDT 2016 · Climatic Change

DOI:https://doi.org/10.1007/s10584-016-1654-9· OSTI ID:1465138

^[1]; Badger, Andrew ^[2]; Drewniak, Beth ^[3]; Nevison, Cynthia ^[4]; Ren, Xiaolin ^[5]

National Center for Atmospheric Research, Boulder, CO (United States); Climate Corporation, San Francisco, CA (United States)
Cooperative Institute for Research in Environmental Sciences, Boulder, CO (United States)
Argonne National Lab. (ANL), Argonne, IL (United States)
Univ. of Colorado, Boulder, CO (United States). Inst. of Arctic and Alpine Research
National Center for Atmospheric Research, Boulder, CO (United States)

Here, we perform CLMcrop simulations of the 20th and 21st centuries to assess potential avoided impacts in (a) crop yield losses and (b) water demand increases if humanity were to choose the representative concentration pathway (RCP) 4.5 instead of 8.5. RCP 8.5 imposes more extreme climatic changes on CLMcrop, while simultaneously exposing the crops to higher CO2 fertilization than RCP 4.5. As a result CLMcrop simulates global to regional scale changes in yield and water requirements for RCP 8.5 that exceed and sometimes more than double the RCP 4.5 changes relative to today. Under RCP 4.5 then, human societies may confront easier adaptation to changes in crop yields and water requirements. Under both RCPs, CLMcrop projects declining global yields for C3 crops (e.g., wheat, soybean, rice) without CO₂ fertilization and C4 crops (corn, sugarcane) without irrigation. Yield declines of 3 t ha^-1 stand out in parts of tropical and subtropical Africa and South America (presently areas of rapid agricultural expansion) and are due to increasing plant respiration and decreasing soil moisture, both due to rising temperatures. Irrigation and CO₂ fertilization mitigate yield losses and in some cases lead to gains, so irrigation may help maintain or increase current yields through the 21st century. However, simulated global irrigation requirements increase: as much as 23 % for C4 crops without CO₂ fertilization under RCP 8.5 and as little as 3 % for C4 crops with CO₂ fertilization under RCP4.5. Nitrogen fertilized crops display greater vulnerability to climate and environmental change than unfertilized crops in our simulations; still relative to unfertilized crops, they deliver significantly higher yields and remain indispensable in supporting a more populous and affluent humanity. These CLMcrop results broadly agree with previously published outcomes for the 21st century. We describe in this article a new version of CLMcrop that represents prognostic crop behavior not only in the mid-latitudes but also the tropics.

View Accepted Manuscript (DOE)

Research Organization:: Argonne National Laboratory (ANL), Argonne, IL (United States)

Sponsoring Organization:: National Science Foundation (NSF); USDOE Office of Science (SC), Basic Energy Sciences (BES) (SC-22)

Grant/Contract Number:: AC02-06CH11357

OSTI ID:: 1465138

Journal Information:: Climatic Change, Journal Name: Climatic Change Journal Issue: 3-4 Vol. 146; ISSN 0165-0009

Publisher:: SpringerCopyright Statement

Country of Publication:: United States

Language:: English

References (47)

Simulating crop phenology in the Community Land Model and its impact on energy and carbon fluxes: Evaluation of CLM crop simulations Chen, Ming; Griffis, Tim J.; Baker, John Journal of Geophysical Research: Biogeosciences, Vol. 120, Issue 2 https://doi.org/10.1002/2014JG002780	journal	February 2015
Impact of soil moisture‐climate feedbacks on CMIP5 projections: First results from the GLACE‐CMIP5 experiment Seneviratne, Sonia I.; Wilhelm, Micah; Stanelle, Tanja Geophysical Research Letters, Vol. 40, Issue 19 https://doi.org/10.1002/grl.50956	journal	October 2013
Effects of global irrigation on the near-surface climate Sacks, William J.; Cook, Benjamin I.; Buenning, Nikolaus Climate Dynamics, Vol. 33, Issue 2-3 https://doi.org/10.1007/s00382-008-0445-z	journal	July 2008
Uncertainties in projected impacts of climate change on European agriculture and terrestrial ecosystems based on scenarios from regional climate models Olesen, J. E.; Carter, T. R.; Díaz-Ambrona, C. H. Climatic Change, Vol. 81, Issue S1 https://doi.org/10.1007/s10584-006-9216-1	journal	March 2007
The representative concentration pathways: an overview van Vuuren, Detlef P.; Edmonds, Jae; Kainuma, Mikiko Climatic Change, Vol. 109, Issue 1-2 https://doi.org/10.1007/s10584-011-0148-z	journal	August 2011
Projected temperature changes indicate significant increase in interannual variability of U.S. maize yields: A Letter Urban, Daniel; Roberts, Michael J.; Schlenker, Wolfram Climatic Change, Vol. 112, Issue 2 https://doi.org/10.1007/s10584-012-0428-2	journal	March 2012
Global hot-spots of heat stress on agricultural crops due to climate change Teixeira, Edmar I.; Fischer, Guenther; van Velthuizen, Harrij Agricultural and Forest Meteorology, Vol. 170 https://doi.org/10.1016/j.agrformet.2011.09.002	journal	March 2013
Delivering food security without increasing pressure on land Smith, Pete Global Food Security, Vol. 2, Issue 1 https://doi.org/10.1016/j.gfs.2012.11.008	journal	March 2013
Climate change and global water resources: SRES emissions and socio-economic scenarios Arnell, Nigel W. Global Environmental Change, Vol. 14, Issue 1 https://doi.org/10.1016/j.gloenvcha.2003.10.006	journal	April 2004
Effects of climate change on global food production under SRES emissions and socio-economic scenarios Parry, M. L.; Rosenzweig, C.; Iglesias, A. Global Environmental Change, Vol. 14, Issue 1 https://doi.org/10.1016/j.gloenvcha.2003.10.008	journal	April 2004
Impact of Climate Change and Variability on Irrigation Requirements: A Global Perspective Döll, Petra Climatic Change, Vol. 54, Issue 3 https://doi.org/10.1023/A:1016124032231	journal	August 2002
Global modeling of irrigation water requirements: GLOBAL MODELING OF IRRIGATION WATER REQUIREMENTS Döll, Petra; Siebert, Stefan Water Resources Research, Vol. 38, Issue 4 https://doi.org/10.1029/2001WR000355	journal	April 2002
Farming the planet: 2. Geographic distribution of crop areas, yields, physiological types, and net primary production in the year 2000: GLOBAL CROP AREAS AND YIELDS IN 2000 Monfreda, Chad; Ramankutty, Navin; Foley, Jonathan A. Global Biogeochemical Cycles, Vol. 22, Issue 1 https://doi.org/10.1029/2007GB002947	journal	March 2008
MIRCA2000-Global monthly irrigated and rainfed crop areas around the year 2000: A new high-resolution data set for agricultural and hydrological modeling: MONTHLY IRRIGATED AND RAINFED CROP AREAS Portmann, Felix T.; Siebert, Stefan; Döll, Petra Global Biogeochemical Cycles, Vol. 24, Issue 1 https://doi.org/10.1029/2008GB003435	journal	March 2010
Increasing CO2 threatens human nutrition Myers, Samuel S.; Zanobetti, Antonella; Kloog, Itai Nature, Vol. 510, Issue 7503 https://doi.org/10.1038/nature13179	journal	May 2014
A meta-analysis of crop yield under climate change and adaptation Challinor, A. J.; Watson, J.; Lobell, D. B. Nature Climate Change, Vol. 4, Issue 4 https://doi.org/10.1038/nclimate2153	journal	March 2014
Threat to future global food security from climate change and ozone air pollution Tai, Amos P. K.; Martin, Maria Val; Heald, Colette L. Nature Climate Change, Vol. 4, Issue 9 https://doi.org/10.1038/nclimate2317	journal	July 2014
The global distribution of cultivable lands: current patterns and sensitivity to possible climate change Ramankutty, Navin; Foley, Jonathan A.; Norman, John Global Ecology and Biogeography, Vol. 11, Issue 5 https://doi.org/10.1046/j.1466-822x.2002.00294.x	journal	September 2002
Nonlinear temperature effects indicate severe damages to U.S. crop yields under climate change Schlenker, Wolfram; Roberts, Michael J. Proceedings of the National Academy of Sciences, Vol. 106, Issue 37 https://doi.org/10.1073/pnas.0906865106	journal	August 2009
Assessing agricultural risks of climate change in the 21st century in a global gridded crop model intercomparison Rosenzweig, Cynthia; Elliott, Joshua; Deryng, Delphine Proceedings of the National Academy of Sciences, Vol. 111, Issue 9 https://doi.org/10.1073/pnas.1222463110	journal	December 2013
Appraisal and Assessment of World Water Resources Shiklomanov, Igor A. Water International, Vol. 25, Issue 1 https://doi.org/10.1080/02508060008686794	journal	March 2000
Future of the area equipped for irrigation Valipour, Mohammad Archives of Agronomy and Soil Science, Vol. 60, Issue 12 https://doi.org/10.1080/03650340.2014.905675	journal	April 2014
Variations in the sensitivity of US maize yield to extreme temperatures by region and growth phase Butler, Ethan E.; Huybers, Peter Environmental Research Letters, Vol. 10, Issue 3 https://doi.org/10.1088/1748-9326/10/3/034009	journal	March 2015
Global scale climate–crop yield relationships and the impacts of recent warming Lobell, David B.; Field, Christopher B. Environmental Research Letters, Vol. 2, Issue 1 https://doi.org/10.1088/1748-9326/2/1/014002	journal	March 2007
Regional disparities in the CO ₂ fertilization effect and implications for crop yields McGrath, Justin M.; Lobell, David B. Environmental Research Letters, Vol. 8, Issue 1 https://doi.org/10.1088/1748-9326/8/1/014054	journal	March 2013
Global crop yield response to extreme heat stress under multiple climate change futures Deryng, Delphine; Conway, Declan; Ramankutty, Navin Environmental Research Letters, Vol. 9, Issue 3 https://doi.org/10.1088/1748-9326/9/3/034011	journal	March 2014
Getting caught with our plants down: the risks of a global crop yield slowdown from climate trends in the next two decades Lobell, David B.; Tebaldi, Claudia Environmental Research Letters, Vol. 9, Issue 7 https://doi.org/10.1088/1748-9326/9/7/074003	journal	June 2014
Elevated CO2 effects on plant carbon, nitrogen, and water relations: six important lessons from FACE Leakey, Andrew D. B.; Ainsworth, Elizabeth A.; Bernacchi, Carl J. Journal of Experimental Botany, Vol. 60, Issue 10 https://doi.org/10.1093/jxb/erp096	journal	April 2009
Improving Photosynthesis Evans, John R. Plant Physiology, Vol. 162, Issue 4 https://doi.org/10.1104/pp.113.219006	journal	June 2013
How do various maize crop models vary in their responses to climate change factors? Bassu, Simona; Brisson, Nadine; Durand, Jean-Louis Global Change Biology, Vol. 20, Issue 7 https://doi.org/10.1111/gcb.12520	journal	April 2014
Climate Trends and Global Crop Production Since 1980 Lobell, D. B.; Schlenker, W.; Costa-Roberts, J. Science, Vol. 333, Issue 6042 https://doi.org/10.1126/science.1204531	journal	May 2011
Characterizing the Spatial Patterns of Global Fertilizer Application and Manure Production Potter, Philip; Ramankutty, Navin; Bennett, Elena M. Earth Interactions, Vol. 14, Issue 2 https://doi.org/10.1175/2009EI288.1	journal	January 2010
The Community Earth System Model: A Framework for Collaborative Research Hurrell, James W.; Holland, M. M.; Gent, P. R. Bulletin of the American Meteorological Society, Vol. 94, Issue 9 https://doi.org/10.1175/BAMS-D-12-00121.1	journal	September 2013
Trends and Variability in U.S. Corn Yields Over the Twentieth Century Kucharik, Christopher J.; Ramankutty, Navin Earth Interactions, Vol. 9, Issue 1 https://doi.org/10.1175/EI098.1	journal	March 2005
Climate System Response to External Forcings and Climate Change Projections in CCSM4 Meehl, Gerald A.; Washington, Warren M.; Arblaster, Julie M. Journal of Climate, Vol. 25, Issue 11 https://doi.org/10.1175/JCLI-D-11-00240.1	journal	June 2012
Interactive Crop Management in the Community Earth System Model (CESM1): Seasonal Influences on Land–Atmosphere Fluxes Levis, Samuel; Bonan, Gordon B.; Kluzek, Erik Journal of Climate, Vol. 25, Issue 14 https://doi.org/10.1175/JCLI-D-11-00446.1	journal	July 2012
The Influence of Chronic Ozone Exposure on Global Carbon and Water Cycles Lombardozzi, D.; Levis, Samuel; Bonan, G. Journal of Climate, Vol. 28, Issue 1 https://doi.org/10.1175/JCLI-D-14-00223.1	journal	January 2015
Global Agricultural Land Resources – A High Resolution Suitability Evaluation and Its Perspectives until 2100 under Climate Change Conditions Zabel, Florian; Putzenlechner, Birgitta; Mauser, Wolfram PLoS ONE, Vol. 9, Issue 9 https://doi.org/10.1371/journal.pone.0107522	journal	September 2014
An Alternative Approach to the Actual Brazilian Maize Crop Zoning Paixão, J. S.; Andrade, C. L. T.; Garcia, A. G. Revista Brasileira de Milho e Sorgo, Vol. 13, Issue 3 https://doi.org/10.18512/1980-6477/rbms.v13n3p347-363	journal	December 2014
A Multidecadal Trend of Earlier Corn Planting in the Central USA Kucharik, Christopher J. Agronomy Journal, Vol. 98, Issue 6 https://doi.org/10.2134/agronj2006.0156	journal	January 2006
Contribution of Planting Date Trends to Increased Maize Yields in the Central United States Kucharik, Christopher J. Agronomy Journal, Vol. 100, Issue 2 https://doi.org/10.2134/agronj2007.0145	journal	January 2008
Modeling the potential change in yield and distribution of the earth's crops under a warmed climate Leemans, R.; Solomon, Am Climate Research, Vol. 3 https://doi.org/10.3354/cr003079	journal	January 1993
The effect of vertically resolved soil biogeochemistry and alternate soil C and N models on C dynamics of CLM4 Koven, C. D.; Riley, W. J.; Subin, Z. M. Biogeosciences, Vol. 10, Issue 11 https://doi.org/10.5194/bg-10-7109-2013	journal	January 2013
Modeling the impact of agricultural land use and management on US carbon budgets Drewniak, B. A.; Mishra, U.; Song, J. Biogeosciences Discussions, Vol. 11, Issue 9 https://doi.org/10.5194/bgd-11-13675-2014	journal	January 2014
Modeling agriculture in the Community Land Model Drewniak, B.; Song, J.; Prell, J. Geoscientific Model Development, Vol. 6, Issue 2 https://doi.org/10.5194/gmd-6-495-2013	journal	January 2013
The Community Land Model underestimates land-use CO ₂ emissions by neglecting soil disturbance from cultivation Levis, S.; Hartman, M. D.; Bonan, G. B. Geoscientific Model Development, Vol. 7, Issue 2 https://doi.org/10.5194/gmd-7-613-2014	journal	January 2014
Climate response to Amazon forest replacement by heterogeneous crop cover Badger, A. M.; Dirmeyer, P. A. Hydrology and Earth System Sciences Discussions, Vol. 12, Issue 1 https://doi.org/10.5194/hessd-12-879-2015	journal	January 2015

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