ecosystem project pipeline

Data

• Land use map: https://www.sciencebase.gov/catalog/item/664e0d2bd34e702fe8744536
• Satellite image: Dr. Zhao hipergator

Code

simple demo

• truth_branford.py: way to generate label
• run.py: a simple case to demonstrate how the pipeline works

temporal

• preprocess_map.py: extract Polk County by shapefile from the whole land use map and random sampling points
• preprocess_label.py: preprocess the labels and split into training and validation
• main.py: run the pipeline to train a model and use the trained model to predict land use/ecosystem service map

spatial(soon)

paper

https://ieeexplore.ieee.org/abstract/document/10642804