Peer-reviewed journal articles

• Less is more: optimizing classification performance through feature selection in a very-high-resolution remote sensing object-based urban application

• Normalization in Unsupervised Segmentation Parameter Optimization: A Solution Based on Local Regression Trend Analysis

• Mapping Urban Land Use at Street Block Level using OpenStreetMap, Remote Sensing Data, and Spatial Metrics

• Using Local Climate Zones in Sub-Saharan Africa to Tackle Urban Health Issues

• Scale Matters: Spatially Partitioned Unsupervised Segmentation Parameter Optimization for Large and Heterogeneous Satellite Images

• Very High Resolution Object Based Land Use-Land Cover Urban Classification Using Extreme Gradient Boosting 

• Geographical Random Forest: A Spatial Extension of the Random Forest Algorithm to Address Spatial Heterogeneity in Remote Sensing and Population Modelling

• Improving Urban Distribution Population Models with Very High Resolution Remote Sensing Information

• Modelling the Wealth Index of the Demographic and Health Surveys within Cities Using Very High Resolution Remotely Sensed Information

• The Local Climate Impact of an African City During Clear Sky Conditions - Implications of the Recent Urbanization in Kampala

• Can we use local climate zones for predicting malaria prevalence across sub-Saharan African cities?

• The local climate impact of an African city during clear‐sky conditions—Implications of the recent urbanization in Kampala (Uganda)

• Modelling and mapping the intra-urban spatial distribution of Plasmodium falciparum parasite rate using very-high-resolution satellite derived indicators

• Hyperlocal mapping of urban air temperature using remote sensing and crowdsourced weather data

• The Human Influence Experiment (Part 2): Guidelines for Improved Mapping of Local Climate Zones Using a Supervised Classification

Conference Proceedings

• Optimizing classification performance in an object-based very-high-resolution land use-land cover urban application 

• SPUSPO: Spatially Partitioned Unsupervised Segmentation Parameter Optimization for Efficiently Segmenting Large Heterogeneous Areas

• Comparison between the Community Land Model and the Terra Urb model in COSMO v5.0 over tropical Africa

• Modeling the Impact of Urban Climate on Vector Borne Malaria in Sub-Saharan Africa Using COSMO-CLM - The Example of Kampala, Uganda

• An Interdisciplinary Framework for Linking Urban Climate to Intra Urban Malaria Risk

• Space Beats Time: A Spatiotemporal Method for Analyzing Abrupt Environmental Change

• An Application of Geographical Random Forests for Population Estimation in Dakar, Senegal Using Very High Resolution Satellite Imagery