A satellite-driven hydro-economic model to support agricultural water resources management

被引:18
|
作者
Maneta, M. P. [1 ]
Cobourn, K. [4 ]
Kimball, J. S. [1 ]
He, M. [1 ]
Silverman, N. L. [1 ]
Chaffin, B. C. [2 ]
Ewing, S. [3 ]
Ji, X. [5 ,6 ]
Maxwell, B. [3 ]
机构
[1] Univ Montana, Geosci Dept, Missoula, MT 59812 USA
[2] Univ Montana, WA Franke Coll Forestry & Conservat, Missoula, MT 59812 USA
[3] Montana State Univ, Land Resources & Environm Sci, Bozeman, MT 59717 USA
[4] Virginia Tech, Dept Forest Resources & Environm Conservat, Blacksburg, VA USA
[5] Brandeis Univ, Dept Econ, Waltham, MA 02254 USA
[6] Brandeis Univ, Environm Studies Program, Waltham, MA USA
基金
美国农业部;
关键词
Hydro-economic models; Positive mathematical programming; Data assimilation; Decision support systems; RIVER-BASIN; CLIMATE-CHANGE; SUPPLY RESPONSE; UNITED-STATES; VARIABILITY; TRENDS; CALIFORNIA; DROUGHT; RISK; EVAPOTRANSPIRATION;
D O I
10.1016/j.envsoft.2020.104836
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The management of water resources among competing uses presents a complex technical and policy challenge. Integrated hydro-economic models capable of simulating the hydrologic system in irrigated and non-irrigated regions including the response of farmers to hydrologic constraints and economic and policy incentives, provide a framework to understand biophysical and socioeconomic implications of changing water availability. We present a transformative hydro-economic model of agricultural production driven by multi-sensor satellite observations, outputs from regional climate models, and socioeconomic data. Our approach overcomes the limitations of current decision support systems for agricultural water management and provides policymakers and natural resource managers with satellite data-driven, state-wide, operational models capable of anticipating how farmers allocate water, land, and other resources when confronted with new climate patterns, policy rules, or market signals. The model can also quantify how farming decisions affect agricultural water supplies. We demonstrate the model through an application in the state of Montana.
引用
收藏
页数:30
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