Code&Data

All code and scripts are host on GitHub.

Package

itsdm Permalink

Published:

Project Status: Active – The project has reached a stable, usable state and is being actively developed.R-CMD-checkCRAN status
The itsdm is an R CRAN package, which calls isolation forest and variations such as SCiForest and EIF to model species distribution. It also uses a technique based on Shapley values for model explanation. Please check more details and tutorials on its online document.


hrlcm Permalink

Published:

Project Status: Active – The project has reached a stable, usable state and is being actively developed.
This is a package that combines R and Python to ensemble existing land cover products, human and machine intelligence to do land cover mapping (chapter 1 in the dissertation project). The package has scripts to process satellite images, to build Random Forest gap-filling model, and to train U-Net model. Please check GitHub for details.


sentinelPot Permalink

Published:

Project Status: Active – The project has reached a stable, usable state and is being actively developed.
This package provides necessary steps at both level 2 and 3 to preprocess sentinel-1&2 images. Check its GitHub page to get details about its functions and how to use them.


Other code

waspire Permalink

Published:

Docker to run Orchestrate WASP (Weighted Average Synthesis Processor) to create monthly syntheses of cloud-free reflectance for sentinel-2 or Venus Level-2A products distributed by the Theia Land data centre. Check its GitHub page about how to use it.


Dataset