The Dashboard for Agricultural Water Use and Nutrient Management Project is a multi-institution Department of Agriculture funded project through which we provide Machine Learning enhancements to agricultural providers. Currently, I am working with Spatial Time Series satellite data (GIS) to produce a DL pipeline to predict key indicators.
- Developing a Deep Learning system to predict local Leaf Area Index and Evaporative Stress Index
- Developing a Deep Learning system to predict local Crop Yield
- Developed data harvesting pipeline for the Crop Phenology Extension of the Growing Degree Days Tool
- Developed data harvesting pipelines for the Crop Progress Tool