Don De Alban's Projects
SMOKE Policy Tool: Model and project the impact of Indonesian fires on public health in Equatorial Asia for 2005-2029 based on land use/ land cover classification, GFEDv4s fire emissions, and meteorology in Google Earth Engine
MapX: An open geospatial platform to manage, analyze and visualize data on natural resources and the environment. To cite this software publication: https://www.sciencedirect.com/science/article/pii/S2352711018300177.
Global spatial predictions of soil properties and classes at 250 m resolution
Remote Sensing Sar-Optical Land-use Classfication Pytorch Pytorch高分辨率遥感语义分割/地物分割/地物分类
Self-supervised Audiovisual Representation Learning for Remote Sensing Data
Course material for Advanced Spatial Statistics 2018
Coursework for Spatial Statistics
Course material for Advanced Spatial Statistics taught at JHU biostat 3rd term 2017-18
methods for comparing spatial patterns
Spatial error estimation and variable importance
:exclamation: This is a read-only mirror of the CRAN R package repository. sperrorest — Perform Spatial Error Estimation and Variable Importance in Parallel. Homepage: https://giscience-fsu.github.io/sperrorest, https://github.com/giscience-fsu/sperrorest Report bugs for this package: https://github.com/giscience-fsu/sperrorest/issues
Deezer source separation library including pretrained models.
Get hourly meteorological data from one of thousands of global stations
An R Package for the Structural Topic Model
Structural Topic Modeling of land grabbing in Southeast Asia.
Visualizations for the stm package
Supplementary package for "Spatio-Temporal Statistics with R" by C.K. Wikle, A. Zammit-Mangion, and N. Cressie
R package for computing spatial, temporal, and spatiotemporal statistics
Analysis of land use and cover change using satellite imagery
A suite of geospatial software tools and apps for socioeconomic and environmental analysis on coupled human-natural systems (CHANS) from local to global scales
R package for spatial data handling https://rspatial.github.io/terra/reference/terra-package.html
TerraME is a programming environment for spatial dynamical modelling
This is my first test repository.
Automatic transformation of untidy spreadsheet-like data into tidy form
Tidyverse tutorial
A tidy way to put WoE version of categorical variables into data.frame.
TimeSync-Legacy
TimeSync+ is an application for gathering point and polygon spectral temporal information from Landsat time series data into a database.
Implementation of TimeSync (Cohen et al., 2010) in R for calibration/validation of Landsat time series based change detection methods.