Identification of peatlands at risk from oil & gas extraction

I recently experimented with creating a streamlit dashboard with the results of a simple geospatial analysis. I used a global oil & gas infrastructure dataset to identify tropical peatlands at risk of damage from oil and gas activities in the region. Tropical peatlands are an import global carbon sink; peatlands have much greater capacity for this than other types of land.

For this application, I also experimented with hosting it on Huggingface, a popular platform for machine learning apps that can also be used for other types of applications such as mine.

View the app on Huggingface here

View the code repository here