Glenn Moncrieff's repositories
earthengine-workflow
Deploy Tensorflow models to Google Cloud Platform for automating predictions on Earth Engine imagery
xarray-enmap
notebooks to get started working with enmap hyperspectral data in python
python-imspec-course
A course on using Python to analyse imaging spectroscopy data
renosterveld-monitor
supervised continuous change detection in a shrubland ecosystem
postfire-statespace
A state-space model of vegetation activity and fire recovery in the Cape Floristic Region
aliens-unmix-emit
Unmixing alien vegetation in fynbos using EMIT surface reflectance
lit_cloud_seg
Example repo for workflow training a deep learning cloud segmentation model using pytorch lightning and xarray dataprep
saeonobspy
An python package to query available datasets and download selected datasets from the SAEON observations database
catchments_demo
Code and data to demonstrate best practice for reproducible workflows in R. Uses data from the South African paired catchment experiments as an example
cedar-project
Monitoring and mapping the critically endangered Clanwilliam Cedar using deep learning and remote sensing
demeter
A land use land cover disaggregation and change detection model
earth-observations-api
TiTiler service for SAEON hosted geospatial
earthengine-api
Python and JavaScript bindings for calling the Earth Engine API.
emit_st_app
st app for spectra
global_renosterveld_watch
automation pipeline for the renosterveld monitor
GMoncrieff.github.io
Glenn Moncrieff
IEEE_TGRS_SpectralFormer
Danfeng Hong, Zhu Han, Jing Yao, Lianru Gao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot. Spectralformer: Rethinking hyperspectral image classification with transformers, IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021
mnemosyne
A very simple HTTP-range supporting file server. Stream your file in, and stream your file out!
ngimaps
Online map of South Africa based on CD:NGI map sheets
saeonstac
Creating and managing STAC at SAEON
satellite-image-deep-learning
Deep learning with satellite & aerial imagery
streamflow-reduction
Code to estimate streamflow losses to invasive alien plants in South Africa
torchuq
A library for uncertainty quantification based on PyTorch