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sonthuybacha's Projects

timetk icon timetk

A toolkit for working with time series in R

tmap icon tmap

R package for thematic maps

treesampling icon treesampling

scripts and files for the intial sampling of 100 core study trees

tsrepr icon tsrepr

TSrepr: R package for time series representations

ubc-stat545 icon ubc-stat545

My first 12 months with R, mostly through a UBC course and my own experiments

urbanpy icon urbanpy

A library to download, process and visualize high resolution urban data. 

usethis icon usethis

Set up commonly used 📦 components

validation_soil_map icon validation_soil_map

Validation for soil maps based on accuracy plots and estimation of under- and over-estimation of uncertainty as in Wadoux et al., (2018)

vcf icon vcf

Utilities for working with the Landsat based tree cover data

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.

vitae icon vitae

R Markdown Résumés and CVs

worldview2_forestry icon worldview2_forestry

Codes of paper: Fassnacht, F. E., Mangold, D., Schäfer, J., Immitzer, M., Kattenborn, T., Koch, B., Latifi, H. (2017): Estimating stand density, biomass and tree species from very high resolution stereo-imagery – towards an all-in-one sensor for forestry applications? Forestry, pp. 1–19

yf_brazil icon yf_brazil

Risk map of Yellow Fever in Brazil based on past cases

zebramove icon zebramove

Can animal movement and remote sensing data help to improve conservation efforts?

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