SDG1 Map

Integrating News Media and Sentinel-1 SAR for Automated Near-Real-Time Flood Detection

Semester 1 • Spatial Thinking & Modelling

This project develops an end-to-end automated workflow that integrates news media-based event detection with Sentinel-1 SAR imagery for near-real-time flood mapping. The resulting flood maps are published through a web-based platform to support rapid visualization and dissemination.

SDG1 Map

SAR-Based Ground Displacement Mapping of the Chesongoch Landslide, Kenya

Semester 1 • Advanced Remote Sensing

This project applies Sentinel-1 SAR interferometry to map ground displacement following the October 2025 landslide in Chesongoch, Elgeyo Marakwet County. Using pre- and post-event SLC data, differential InSAR was implemented to detect surface deformation associated with slope failure.

SDG1 Map

Interactive Web Map of Access to Basic Services and Disaster Impacts in Africa.

Semester 1 • Advanced Cartography

An interactive web map to explore the spatial relationship between access to basic services and disaster impacts across Africa in 2022. The project integrates multiple geospatial datasets to support visual comparison and pattern discovery.

SDG1 Map

Mapping the Relationship Between Basic Services and Disaster Severity in Africa

Semester 1 • Advanced Cartography

This infographic visualizes the relationship between basic service access and disaster impacts in Africa. The design integrates visual hierarchy and eye-tracking feedback to guide interpretation

Screenshot of project 2

Predicting Food Insecurity in Kenya using SatCLIP Fooundation Model

Semester 1 • Geohumanitarian Action

I used SatCLIP embeddings to analyze food insecurity patterns across Kenya. The project involved predicting crisis areas, modelling a continuous severity index, and estimating the population in Crisis–Emergency phases.

RS

Object-Based Image Analysis Using Felzenszwalb Algorithm

Semester 1 • Advanced Remote Sensing

OBIA applying the Felzenszwalb graph-based segmentation algorithm in python, with a systematic comparison to eCognition’s multiresolution segmentation for delineating meaningful land-cover objects.

RS

Elgeyo Marakwet, Kenya Landslide Detection (2025)

Semester 1 • Big Earth Data

The analysis uses pre- and post-event Sentinel-2 imagery and the Modified Soil Adjusted Vegetation Index (MSAVI) to assess vegetation disturbance and surface changes associated with the event.

RS

Mapping 2020 Women Representation in Parliament

Semester 1 • Advanved Cartography

The global representation of women in parliament in 2020, based on the United Nations Sustainable Development Goal (SDG) 5, specifically target 5.5.