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.