WaterSmart-GIS: A Web Application of a Data Assimilation Model to Support Irrigation Research and Decision Making
Irrigation is the primary consumer of freshwater by humans and accounts for over 70% of all annual water use. However, due to the shortage of open critical information in agriculture such as soil, precipitation, and crop status, farmers heavily rely on empirical knowledge to schedule irrigation and...
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2022-04-01
|
| Series: | ISPRS International Journal of Geo-Information |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2220-9964/11/5/271 |
| _version_ | 1797499356246441984 |
|---|---|
| author | Haoteng Zhao Liping Di Ziheng Sun |
| author_facet | Haoteng Zhao Liping Di Ziheng Sun |
| author_sort | Haoteng Zhao |
| collection | DOAJ |
| description | Irrigation is the primary consumer of freshwater by humans and accounts for over 70% of all annual water use. However, due to the shortage of open critical information in agriculture such as soil, precipitation, and crop status, farmers heavily rely on empirical knowledge to schedule irrigation and tend to excessive irrigation to ensure crop yields. This paper presents WaterSmart-GIS, a web-based geographic information system (GIS), to collect and disseminate near-real-time information critical for irrigation scheduling, such as soil moisture, evapotranspiration, precipitation, and humidity, to stakeholders. The disseminated datasets include both numerical model results of reanalysis and forecasting from HRLDAS (High-Resolution Land Data Assimilation System), and the remote sensing datasets from NASA SMAP (Soil Moisture Active Passive) and MODIS (Moderate-Resolution Imaging Spectroradiometer). The system aims to quickly and easily create a smart, customized irrigation scheduler for individual fields to relieve the burden on farmers and to significantly reduce wasted water, energy, and equipment due to excessive irrigation. The system is prototyped here with an application in Nebraska, demonstrating its ability to collect and deliver information to end-users via the web application, which provides online analytic functionality such as point-based query, spatial statistics, and timeseries query. Systems such as this will play a critical role in the next few decades to sustain agriculture, which faces great challenges from climate change and increased natural disasters. |
| first_indexed | 2024-03-10T03:46:14Z |
| format | Article |
| id | doaj.art-4220b523809f44c786e3f3e701044df1 |
| institution | Directory Open Access Journal |
| issn | 2220-9964 |
| language | English |
| last_indexed | 2024-03-10T03:46:14Z |
| publishDate | 2022-04-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | ISPRS International Journal of Geo-Information |
| spelling | doaj.art-4220b523809f44c786e3f3e701044df12023-11-23T11:19:24ZengMDPI AGISPRS International Journal of Geo-Information2220-99642022-04-0111527110.3390/ijgi11050271WaterSmart-GIS: A Web Application of a Data Assimilation Model to Support Irrigation Research and Decision MakingHaoteng Zhao0Liping Di1Ziheng Sun2Center for Spatial Information Science and Systems, George Mason University, Fairfax, VA 22030, USACenter for Spatial Information Science and Systems, George Mason University, Fairfax, VA 22030, USACenter for Spatial Information Science and Systems, George Mason University, Fairfax, VA 22030, USAIrrigation is the primary consumer of freshwater by humans and accounts for over 70% of all annual water use. However, due to the shortage of open critical information in agriculture such as soil, precipitation, and crop status, farmers heavily rely on empirical knowledge to schedule irrigation and tend to excessive irrigation to ensure crop yields. This paper presents WaterSmart-GIS, a web-based geographic information system (GIS), to collect and disseminate near-real-time information critical for irrigation scheduling, such as soil moisture, evapotranspiration, precipitation, and humidity, to stakeholders. The disseminated datasets include both numerical model results of reanalysis and forecasting from HRLDAS (High-Resolution Land Data Assimilation System), and the remote sensing datasets from NASA SMAP (Soil Moisture Active Passive) and MODIS (Moderate-Resolution Imaging Spectroradiometer). The system aims to quickly and easily create a smart, customized irrigation scheduler for individual fields to relieve the burden on farmers and to significantly reduce wasted water, energy, and equipment due to excessive irrigation. The system is prototyped here with an application in Nebraska, demonstrating its ability to collect and deliver information to end-users via the web application, which provides online analytic functionality such as point-based query, spatial statistics, and timeseries query. Systems such as this will play a critical role in the next few decades to sustain agriculture, which faces great challenges from climate change and increased natural disasters.https://www.mdpi.com/2220-9964/11/5/271irrigationgeographical information systemgeospatial cyberinfrastructureremote sensinghigh-resolution land data assimilation system (HRLDAS) |
| spellingShingle | Haoteng Zhao Liping Di Ziheng Sun WaterSmart-GIS: A Web Application of a Data Assimilation Model to Support Irrigation Research and Decision Making ISPRS International Journal of Geo-Information irrigation geographical information system geospatial cyberinfrastructure remote sensing high-resolution land data assimilation system (HRLDAS) |
| title | WaterSmart-GIS: A Web Application of a Data Assimilation Model to Support Irrigation Research and Decision Making |
| title_full | WaterSmart-GIS: A Web Application of a Data Assimilation Model to Support Irrigation Research and Decision Making |
| title_fullStr | WaterSmart-GIS: A Web Application of a Data Assimilation Model to Support Irrigation Research and Decision Making |
| title_full_unstemmed | WaterSmart-GIS: A Web Application of a Data Assimilation Model to Support Irrigation Research and Decision Making |
| title_short | WaterSmart-GIS: A Web Application of a Data Assimilation Model to Support Irrigation Research and Decision Making |
| title_sort | watersmart gis a web application of a data assimilation model to support irrigation research and decision making |
| topic | irrigation geographical information system geospatial cyberinfrastructure remote sensing high-resolution land data assimilation system (HRLDAS) |
| url | https://www.mdpi.com/2220-9964/11/5/271 |
| work_keys_str_mv | AT haotengzhao watersmartgisawebapplicationofadataassimilationmodeltosupportirrigationresearchanddecisionmaking AT lipingdi watersmartgisawebapplicationofadataassimilationmodeltosupportirrigationresearchanddecisionmaking AT zihengsun watersmartgisawebapplicationofadataassimilationmodeltosupportirrigationresearchanddecisionmaking |