Python-based climate risk assessment platform applying the IPCC AR5 framework across all 28 Malawian districts. Processes 50,000+ daily meteorological records (2020–2024) from NASA POWER to derive SPI and rainfall variability indices, producing a composite risk score visualised as an interactive choropleth and per-district radar chart.
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Climate Risk Scoring Dashboard
Python-based climate risk assessment platform applying the IPCC AR5 framework across all 28 Malawian districts. Processes 50,000+ daily meteorological records (2020–2024) from NASA POWER to derive SPI and rainfall variability indices, producing a composite risk score visualised as an interactive choropleth and per-district radar chart.