forestatrisk-tropics

Tropical forest deforestation model

This project models and forecasts tropical deforestation using spatial analysis and machine learning techniques

earth_africa pencil Modelling and forecasting deforestation in the tropics

GitHub

29 stars
4 watching
2 forks
Language: R
last commit: about 1 year ago
Linked from 1 awesome list

biodiversity-scenarioclimate-changeco2-emissionsdeforestationdeforestation-riskforecastingforest-cover-changeipbesipccland-use-changeprotected-areasreddroadsspatial-analysisspatial-autocorrelationspatial-modellingtropical-forests

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
ghislainv/forestatrisk A Python package to model and forecast deforestation risk in the tropics using spatial analysis and machine learning. 119
ghislainv/riskmapjnr Maps deforestation risk using a forest cover change map and the JNR methodology 24
predictiveecology/landr Tools and utilities for simulating forest ecosystem dynamics based on ecological models 17
developmentseed/our-forests-tomorrow Visualizing future European forest cover based on climate modeling data 23
ytarazona/forestoolboxrs Tools and algorithms for processing satellite images to detect deforestation and monitor forest health. 54
geoscienceaustralia/tcrm A statistical model for assessing wind hazard from tropical cyclones 83
gyrrei/reforestree A dataset and toolset for estimating tropical forest biomass from drone and field data. 72
conservationinternational/trends.earth An online tool to analyze land change and track progress towards sustainable development goals 111
azvoleff/gfcanalysis Tools and analyses for working with Hansen et al.'s Global Forest Change dataset 17
karthikraja95/fsdl_deforestation_detection A deep learning project for detecting deforestation from satellite images using a full stack approach 40
mratsim/amazon-forest-computer-vision A repository providing tools and techniques for training computer vision models on satellite images of the Amazon forest. 369
glouppe/phd-thesis An in-depth analysis of random forests, focusing on their learning capabilities and interpretability. 525
chguiterman/dfoliatr An R package for analyzing tree-ring data to identify insect defoliators and disturbances in forests 7
christiaanvandertol/scope A simulation model for radiative transfer and energy fluxes in vegetation and soil 71
traitecoevo/plant A package for simulating and modeling forest ecosystems based on individual plant traits 53