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Crop Growth Monitoring System (CGMS) was originally developed by European Union based on a crop growth model (WOFOST) with the goal of regional yield estimations for major crops. The CGMS, driven by the geographic information system and the crop growth model, is composed of three main components: weather monitoring, crop monitoring and crop yield forecasting. In this study, the CGMS is introduced...
As the pace of data availability and access to cyberinfrastructure increases, weather data inputs to practical application models have gone from point data to raster grids of varying spatial and temporal resolution. Certainly there is a benefit to widespread access of data, but transforming models developed at point locations to raster datasets is not trivial. In addition, dramatic improvements can...
Changing climate conditions have exacerbated the need for early warning systems that integrate with agroecosystem decision support. Short term forecasts are becoming more common, but it is not clear how current forecasting can practically be improved beyond the accuracy of current federal weather data forecast sources. One possibility is to systematically incorporate trends that are interannual or...
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