Testing OpenLandMap layers to enhance SOC models
The Madagascar team does not have any local digital maps for testing in the long term carbon monitoring model. So, we need to test openly accessible data layers to see if they can enhance model accuracy.
Next steps
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Using the GPS location from the Madagascar training dataset, pull in the following data from OpenLandMap -
Run new SOC models using this ancillary data. Make sure to test variable importance to identify which (if any) of these data layers signficantly improves model accuracy.
When pulling in the point data, think about how this process would work in a webservice
Edited by Octavio Martín Duarte