FARMs: A Geospatial Crop Modeling and Agricultural Water Management System

被引:10
作者
Kim, Jae Sung [1 ,2 ]
Kisekka, Isaya [2 ,3 ]
机构
[1] Penn State Univ, Univ Lib, State Coll, PA 16802 USA
[2] Univ Calif Davis, Dept Land Air & Water Resources, Davis, CA 95616 USA
[3] Univ Calif Davis, Dept Biol & Agr Engn, Davis, CA 95616 USA
关键词
FARMs; cyberinfrastructure; DSSAT; open source GIS; irrigation; precision agriculture system; VISUALIZATION; APSIM;
D O I
10.3390/ijgi10080553
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
To ensure agricultural sustainability and desirable environmental outcomes, stakeholders need systems-based model-driven decision support tools. The objective of this study was to develop a global scale web-based geospatial crop modeling application called Food, Agriculture, and Resource Management system (FARMs), to simplify the application of the crop simulation model -Decision Support System for Agrotechnology Transfer (DSSAT) without requiring users to create input weather, climate, and soil files. FARMs was built based on open source Geographic Information System (GIS) technologies and DSSAT to allow for adaptive management through its ability to perform in-season yield predictions for alfalfa and maize, currently. Validation of FARMs against variety trial data in California was acceptable between measured and simulated yields for alfalfa. The work done in this study showed how a complex model like DSSAT can be translated into a useable web-based decision support tool for near-real-time simulation with the help of open-source GIS technologies.
引用
收藏
页数:17
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