James M. Muthoka

Mapping Opuntia stricta in the Arid and Semi-Arid Environment of Kenya Using Sentinel-2 Imagery and Ensemble Machine Learning Classifiers

James M. Muthoka, Edward E. Salakpi, Edward Ouko et al. · Remote Sensing · 2021 · 23 citations · Full text

Earth Observation, Environmental Monitoring, Engineering +20

Validating commonly used drought indicators in Kenya

Andrew Bowell, Edward E. Salakpi, Kiswendsida Guigma et al. · Environmental Research Letters · 2021 · 16 citations · Full text

Assessing drivers of intra-seasonal grassland dynamics in a Kenyan savannah using digital repeat photography

James M. Muthoka, Alexander S. Antonarakis, Anton Vrieling et al. · Ecological Indicators · 2022 · 14 citations · Full text

A dynamic hierarchical Bayesian approach for forecasting vegetation condition

Edward E. Salakpi, Peter D. Hurley, James M. Muthoka et al. · Natural hazards and earth system sciences · 2022 · 13 citations · Full text

Forecasting Methodology, Agricultural Drought, Engineering +16

Forecasting vegetation condition with a Bayesian auto-regressive distributed lags (BARDL) model

Edward E. Salakpi, Peter D. Hurley, James M. Muthoka et al. · Natural hazards and earth system sciences · 2022 · 10 citations · Full text