Land use and land cover
Classification and change detection over time
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9 years across research institutes, a UN agency programme and a regional intergovernmental centre.
Building cholera outbreak-risk prediction and early warning systems under a Wellcome Trust grant.
Supported IOM's Risk Index for Climate Displacement.
Delivered SERVIR-HKH services in Bangladesh with ICIMOD.
Most GIS freelancers hand you a shapefile. Most web developers cannot read a raster. These are the pieces I do from one contract.
Classification and change detection over time
Flood, landslide and cyclone risk, including Sentinel-1 SAR
Scripting and automation of repeatable exports
Dashboards in Leaflet, OpenLayers, GeoServer and PostGIS
Satellite-observed pollutants and land surface temperature
Predictive modelling and early-warning systems
Publication-grade maps for print and report
8 peer-reviewed outputs to date. 1 is listed here with a citation you can follow — the rest are being added.
A map is only useful if it answers something specific. We start with the decision the map has to support, not with the data.
Sources are named, gaps are stated, and nothing is smoothed into looking more certain than it is.
Fast on a slow connection, readable on a phone, and structured so someone who has never seen it can find their way.
Cartography and layout are not decoration. They are what decides whether the work gets read at all.
Tell me what you are trying to find out, and I will tell you whether I can help.