Latest posts

Machine learning for vegetation monitoring

A seminar given in early 2022 outling the past few years of my research at SAEON

Automate your Google Earth Engine analyses

Using Google Cloud Platform to run Earth Engine scripts on an predefined schedule

ADVI vs MCMC

Bayesian
Fire recovery

Comparing the performance of models fitted to vegetation postfire recovery data using ADVI and MCMC

Reproducible R part 1

R tutorial
Reproducible science

A gentle introduction to reproducible computing environments and research compendia

Wiped off the map: historical aerial photos document the communities Apartheid tried to erase

Geospatial

Interactive maps to visualize and explore apartheid removals in three communities in Cape Town

Real-time detection of land cover change

Geospatial

Detecting vegetation clearing using Sentinel 2 time series

Automated fynbos identification using iNaturalist and Deep Learning

R tutorial
Python tutorial
Neural Networks

Identifying Restios and Proteas using Tensorflow and transfer learning

EMMA wins UN data for climate action challenge

Geospatial

Predicting postfire reovery in the fynbos biome and monitoring anomalies

Data carpentry Ethiopia

Teaching

Teaching R and data literacy in Addis Ababa

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Latest posts