Assessing impacts of global climate change on water and food security in the black soil region of Northeast China using an improved SWAT-CO2 model

被引:37
作者
Zhang, Yingqi [1 ,2 ]
Liu, Haipeng [1 ,2 ]
Qi, Junyu [3 ]
Feng, Puyu [1 ,2 ]
Zhang, Xueliang [1 ,2 ]
Li Liu, De [4 ,5 ]
Marek, Gary W. [6 ]
Srinivasan, Raghavan [7 ]
Chen, Yong [1 ,2 ]
机构
[1] China Agr Univ, Coll Land Sci & Technol, Beijing 100193, Peoples R China
[2] Minist Agr & Rural Affairs, Key Lab Arable Land Conservat North China, Beijing 100193, Peoples R China
[3] Univ Maryland, Earth Syst Sci Interdisciplinary Ctr, College Pk, MD 20740 USA
[4] NSW Dept Primary Ind, Wagga Wagga Agr Inst, Wagga Wagga, NSW 2650, Australia
[5] Univ New South Wales, Climate Change Res Ctr, Sydney 2052, Australia
[6] USDA ARS, Conservat & Prod Res Lab, Bushland, TX 79012 USA
[7] Texas A&M Univ, Dept Ecosyst Sci & Management, College Stn, TX 77843 USA
基金
美国食品与农业研究所;
关键词
Future climate change; CMIP6; Bias correction; Liao River Basin; Evapotranspiration; Crop water productivity; CO2; PRECIPITATION; EXTREMES;
D O I
10.1016/j.scitotenv.2022.159482
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Future climate change may have substantial impacts on both water resources and food security in China's black soil region. The Liao River Basin (LRB; 220,000 km2) is representative of the main black soil area, making it ideal for study-ing climate change effects on black soil. In this study, the Soil and Water Assessment Tool (SWAT) model was first ini-tialized for the LRB. Actual evapotranspiration (ETa) values calculated using the Surface Energy Balance System (SEBS) model and city-level corn (Zea mays L.) yields were then used to calibrate the SWAT model. Finally, the SWAT model was modified to accept dynamic CO2 input and output crop transpiration, soil evaporation, and canopy interception separately to explore the impacts of future climate change on ET related variables and crop water productivity (CWP) in the LRB. Simulation scenario design included 22 General Circulation Models (GCMs) and 4 Shared Socioeco-nomic Pathways (SSPs) scenarios from the latest Coupled Model Intercomparison Project 6 (CMIP6) for two 30-year periods of 2041-2070 and 2071-2100. The predicted results showed a significant (P < 0.05) increase in air tempera-tures and precipitation in the LRB. In contrast, solar radiation decreased significantly and was most reduced for the SSP3-7.0 scenario. Reference evapotranspiration (ETo), ETa, and soil evaporation significantly increased in future sce-narios, while canopy interception and crop transpiration showed significant reductions, particularly under the 2071-2100 SSP5-8.5 scenario. Overall, corn yield elevated considerably (P < 0.05) with the largest increase for the SSP5-8.5 scenario during 2071-2100. However, the SSP3-7.0 scenario indicated a significant decline in yield. Future changes in CWP were similar to those for corn yield, with significant increases in the SSP1-2.6, SSP2-4.5, and SSP5-8.5 scenarios. These findings suggested future climate change may have a positive impact on corn production in the black soil region of the LRB.
引用
收藏
页数:16
相关论文
共 51 条
[1]   Modelling hydrology and water quality in the pre-alpine/alpine Thur watershed using SWAT [J].
Abbaspour, Karim C. ;
Yang, Jing ;
Maximov, Ivan ;
Siber, Rosi ;
Bogner, Konrad ;
Mieleitner, Johanna ;
Zobrist, Juerg ;
Srinivasan, Raghavan .
JOURNAL OF HYDROLOGY, 2007, 333 (2-4) :413-430
[2]   Soil and human security in the 21st century [J].
Amundson, Ronald ;
Berhe, Asmeret Asefaw ;
Hopmans, Jan W. ;
Olson, Carolyn ;
Sztein, A. Ester ;
Sparks, Donald L. .
SCIENCE, 2015, 348 (6235)
[3]  
Arnold JG, 2012, T ASABE, V55, P1491
[4]  
Arnold J.G., 2012, Soil and Water Assessment Tool Input/Output Documentation Version 2012
[5]   Large area hydrologic modeling and assessment - Part 1: Model development [J].
Arnold, JG ;
Srinivasan, R ;
Muttiah, RS ;
Williams, JR .
JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION, 1998, 34 (01) :73-89
[6]   Climate change impact on major crop yield and water footprint under CMIP6 climate projections in repeated drought and flood areas in Thailand [J].
Arunrat, Noppol ;
Sereenonchai, Sukanya ;
Chaowiwat, Winai ;
Wang, Can .
SCIENCE OF THE TOTAL ENVIRONMENT, 2022, 807
[7]   How do various maize crop models vary in their responses to climate change factors? [J].
Bassu, Simona ;
Brisson, Nadine ;
Durand, Jean-Louis ;
Boote, Kenneth ;
Lizaso, Jon ;
Jones, James W. ;
Rosenzweig, Cynthia ;
Ruane, Alex C. ;
Adam, Myriam ;
Baron, Christian ;
Basso, Bruno ;
Biernath, Christian ;
Boogaard, Hendrik ;
Conijn, Sjaak ;
Corbeels, Marc ;
Deryng, Delphine ;
De Sanctis, Giacomo ;
Gayler, Sebastian ;
Grassini, Patricio ;
Hatfield, Jerry ;
Hoek, Steven ;
Izaurralde, Cesar ;
Jongschaap, Raymond ;
Kemanian, Armen R. ;
Kersebaum, K. Christian ;
Kim, Soo-Hyung ;
Kumar, Naresh S. ;
Makowski, David ;
Mueller, Christoph ;
Nendel, Claas ;
Priesack, Eckart ;
Pravia, Maria Virginia ;
Sau, Federico ;
Shcherbak, Iurii ;
Tao, Fulu ;
Teixeira, Edmar ;
Timlin, Dennis ;
Waha, Katharina .
GLOBAL CHANGE BIOLOGY, 2014, 20 (07) :2301-2320
[8]   Historic and Projected Changes in Coupling Between Soil Moisture and Evapotranspiration (ET) in CMIP5 Models Confounded by the Role of Different ET Components [J].
Berg, Alexis ;
Sheffield, Justin .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2019, 124 (11) :5791-5806
[9]   A new method of applying a controlled soil water stress, and its effect on the growth of cotton and soybean seedlings at ambient and elevated carbon dioxide [J].
Bunce, James A. ;
Nasyrov, Muhtor .
ENVIRONMENTAL AND EXPERIMENTAL BOTANY, 2012, 77 :165-169
[10]   Incorporating the effects of increased atmospheric CO2 in watershed model projections of climate change impacts [J].
Butcher, Jonathan B. ;
Johnson, Thomas E. ;
Nover, Daniel ;
Sarkar, Saumya .
JOURNAL OF HYDROLOGY, 2014, 513 :322-334