youssef595/cropmapping_open_datacube_dea

crop mapping workflow with open datacube for north africa # cropmapping_open_datacube ## Introduction: This repository is about crop mapping workflow for both numeric data using open datacube satellite data and image data extracted from xarray datasets. * The workflow for the Numeric models and vision models is detailed in this repository. * The workflow of mapping visualizations is detailed i the predictions to map notebook. * The models are stored in pickle files in the model folder. ## Mapping preview: user-images.githubuserconte… ## Crop mapping To add : * Data extraction with STAC (accessing data in local or remote instance) * Feature layers modification (choosing the optimal features for annual, in season models and changing the feature layers script) * Large image(zone) predictions to map (handling large zones mapping) * Adding the streamlit app (The streamlit app code and preview is ready, it will be added very soon to this repository) ## Others to add : * Exploring drought indices and water scarcity indices extraction and forecasting