Farms
A Geospatial Crop Modeling and Agricultural Water Management System
Bibliographic Data
| ID | 22034534 |
|---|---|
| Authors | Jae Sung Kim (0000-0002-8922-8380, Pennsylvania State University), Isaya Kisekka (0000-0002-2460-7777, University of California, Davis, corresponding author) |
| Year | 2021 |
| Volume | 10 |
| Issue | 8 |
| Pages | 553 |
| Publication date | 2021-08-17 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | ISPRS International Journal of Geo-Information (JOURNAL) |
| Journal identifiers | ISSN: 2220-9964 • E-ISSN: 2220-9964 |
| Publisher | MDPI AG (PUBLISHER • IT) |
| DOI | 10.3390/ijgi10080553 |
| OpenAlex | W3194274443 |
| Language | EN |
| Citations received | 1 |
| References cited | 21 |
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
Agricultural engineering · Agriculture · Data mining · Decision support system · DSSAT · Environmental resource management · Geographic information system · Geography · Geospatial analysis · Precision agriculture · Remote sensing · Sustainability · Climate change impacts on agriculture · Computer Science · Engineering · Environmental Science · Greenhouse Technology and Climate Control · Rice Cultivation and Yield Improvement · Ecology
| Unique citing works | 1 |
|---|---|
| Citations per year | 0.5 |
| Citation span | 2024 - 2024 (1) |
| Citation velocity | recent |
| Highly cited | No |
| Citation types | Neutral: 1 |