Phase II Improve digital Advisory services for Rural farmers.
Omdena How we created a GIS dataset with no data Omdena Poland Chapter Introduction Satellite imagery has become a valuable tool for monitoring crop health and identifying crop types. Copernicus, the European Union's Earth Observation Programme, provides free and open access to satellite data, making it an ideal source for creating a dataset for training an AI model to provide information on crop type and health for farmers in Poland. Creating a dataset for training an AI model involves collecting and labeling data. In this case, we will collect satellite images of agricultural fields in Poland and label them with information on crop type from the LUCAS Land Use and Coverage frame Survey. Contrary to most GIS datasets, which provide raster at a regional or large area level, when it comes to identifying land usage, we understand that the details matter. That's why we work at the field level when it comes to identifying...