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yangxhcaf's Projects

vegmonitor icon vegmonitor

R-based scripts to process remote-sensing data using a supervised machine-learning algorithm known as the Random Forests algorithm. This is used to classify vegetation and later to conduct a change detection process to identify sub-regions undergoing vegetation loss.

visreg icon visreg

Visualization of regression functions

vltimeseriescausality icon vltimeseriescausality

A framework to infer causality on a pair of time series of real numbers based on Variable-lag Granger causality and transfer entropy.

vocc icon vocc

R Functions for calculating the Velocity of Climate Change

vs-lite icon vs-lite

MODIFIED VERSION OF VAGANOV-SHASHKIN-LITE (VS-LITE) MODEL

vssixa icon vssixa

Vegetation Spectral-Structural Information eXtraction Algorithm (VSSIXA): Working with Point cloud and LiDAR

vuln icon vuln

Niche-based vulnerability of species and communities.

vulnerability icon vulnerability

📦 R code example to compute vulnerability metric used in Leclerc et al. (2020) [https://doi.org/10.1038/s41467-020-18740-x]

vulnerability_weighting_map icon vulnerability_weighting_map

Code repo for mapping tool that allows users to play with components of composite indexed indicator, such as social vulnerability.

waffls icon waffls

Algorithms for estimating water fraction in Landsat and Sentinel-2 imagery

water icon water

R package to calculate surface energy balance models

waterbox icon waterbox

A project for helping desertification issues

waternet icon waternet

A convolutional neural network that identifies water in satellite images.

wavelet-ewi icon wavelet-ewi

Wavelet-based approaches to early warnings of regime shifts

wdpar icon wdpar

Interface to the World Database on Protected Areas

wetlandmapr icon wetlandmapr

Scripts, tools and example data for mapping wetland ecosystems using data driven R statistical methods like Random Forests and open source GIS

white-etal-2012-ecology icon white-etal-2012-ecology

Code for replicating "Characterizing species-abundance distributions across taxa and ecosystems using a simple maximum entropy model" by Ethan P. White, Katherine M. Thibault, and Xiao Xiao

wind-weibull icon wind-weibull

Computing Weibull distribution parameters from a wind speed time series

wiser icon wiser

A R/Shiny application for learning, reasoning, inference, validation, visualization and web-deployment of Bayesian Network Models

womblr icon womblr

An R package for Bayesian spatiotemporal boundary detection with dissimilarity metric

woody-encroachment-microbes icon woody-encroachment-microbes

Scripts and data from Collins et al. 2020 "Belowground Impacts of Alpine Woody Encroachment are determined by Plant Traits, Local Climate and Soil Conditions" Global Change Biology

worldgrids icon worldgrids

Code documenting generation of global rasters (various environmental layers) published on WorldGrids.org

worldmap icon worldmap

How to create a world map in R with survey data, World Bank indicators, ggplot2 and rworldmap

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