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Engineering Project

SahelWatch

SahelWatch is the app for my research on cross-modal attention for dust and sandstorm forecasting in the Sahel. It uses surface and atmospheric data to forecast storms 24 to 48 hours ahead.

PythonTensorFlowLSTM
Read the research behind SahelWatch →
SahelWatch, conceptual illustration
Project illustration

Overview

SahelWatch is the app for my research on cross-modal attention for dust and sandstorm forecasting in the Sahel. It uses surface and atmospheric data to forecast storms 24 to 48 hours ahead.

Approach

SahelWatch is the app for my cross-modal attention research on dust and sandstorm forecasting in the Sahel. It makes the forecasting work available through a web application.

Technology

Python, TensorFlow, LSTM, Geospatial Data.