deforestation

There are 4 repositories under deforestation topic.

• gfw

  wri / gfw

  Global Forest Watch: An online, global, near-real time forest monitoring tool

  deforestationforest-monitoringmapboxnextjsreactreduxsatellite-imagery
  Language:JavaScript 286

• ghislainv / forestatrisk

  📦🐍 Python package to model and forecast the risk of deforestation

  pythonland-use-changespatial-modellingspatial-analysisforecastingspatial-autocorrelationtropical-forestsroadsprotected-areasbiodiversity-scenarioipbesco2-emissionsipccforest-cover-changedeforestationdeforestation-riskredd
  Language:Python 128

• ytarazona / ForesToolboxRS

  Remote Sensing Tools for Forest Monitoring

  change-detectiondeforestationmachine-learningremote-sensing
  Language:R 56
• forestatrisk-tropics

  ghislainv / forestatrisk-tropics

  :earth_africa: :pencil: Modelling and forecasting deforestation in the tropics

  biodiversity-scenarioclimate-changeco2-emissionsdeforestationdeforestation-riskforecastingforest-cover-changeipbesipccland-use-changeprotected-areasreddroadsspatial-analysisspatial-autocorrelationspatial-modellingtropical-forests
  Language:R 28

• bragagnololu / UNet-defmapping

  This repository presents the product of my master's thesis, which uses UNet to map deforestation using Sentinel-2 Level 2A images.

  cnncnn-kerascnn-classificationunetunet-image-segmentationsemantic-segmentationforestdeforestationmachine-learningmachine-learning-algorithms
  Language:Python 18

• celsohlsj / gee_brazil_sv

  Code repository for the paper: Silva Junior et al. Benchmark maps of 33 years of secondary forest age for Brazil. Scientific Data (2020). https://doi.org/10.1038/s41597-020-00600-4

  carbon-sequestrationclimate-changedeforestationforest-restaurationmapbiomas
  Language:JavaScript 18

• chiragsamal / Understanding-Forest-from-Space

  Label satellite images from the Amazon basin, in order to better track and understand causes of deforestation.

  amazon-forestdeep-learningdeforestationfastaikaggleresnetsatellite-imagery
  Language:Jupyter Notebook 15

• ghislainv / deforestation-maps-Mada

  :pencil: Sixty years of deforestation and forest fragmentation in Madagascar

  deforestationmadagascarforest-fragmentationr-languagegrasscarbon-emissionsbiodiversitytropical-foresttree-coverlandsathistorical-deforestationreference-level
  Language:TeX 15

• japhethkimeu / deforestation_detection_using_deep_learning

  Project on detecting deforestation using deep learning algorithms

  deep-neural-networksdeforestationjupyter-notebookkeraskeras-tensorflowpython3tensorflow
  Language:Jupyter Notebook 12

• bellasih / multimodal_supercon

  Multimodal SuperCon: Classifier for Drivers of Deforestation in Indonesia

  classificationdeep-learningdeforestation
  Language:Jupyter Notebook 11

• ecovision-uzh / BraDD-S1TS

  [ISPRS 23] Deforestation Detection in the Amazon with Sentinel-1 SAR Image Time Series

  attention-mechanismbenchmark-frameworkchange-detectiondeep-learningdeforestationdegradationforestimage-segmentationmulti-temporalremote-sensingsegmentation-datasetssentinel-1unet
  Language:Jupyter Notebook 11

• chandrakant6492 / DeDuCE

  Code for Deforestation Driver and Carbon Emission (DeDuCE) model

  agriculturedeforestationforestryremote-sensingcarbon-emissionspeatland
  Language:Jupyter Notebook 9

• nadinejackson1 / satellite-image-classification-deforestation-pollution

  Satellite image classifier that identifies signs of deforestation and pollution using transfer learning with a pre-trained ResNet50 Convolutional Neural Network (CNN) model.

  agricultureamazon-rainforestcnnconvolutional-neural-networksdeforestationkerasresnet-50tensorflow
  Language:Jupyter Notebook 8

• ghislainv / workshopReCaREDD

  Scenarios of deforestation for tropical countries

  deforestationscenariotropical-countriesmodelbayesian
  Language:Jupyter Notebook 7

• ngthanhtin / Deforestation_Segmentation

  Deforestation Segmentation

  deforestationensemblesegmentationttaunetnfnetforestnet
  Language:Python 7

• ghislainv / deforisk-qgis-plugin

  📦 🐍 🌎 deforisk QGis plugin for creating and comparing risk maps of deforestation in the tropics

  deforestationmappingrisktropical-forests
  Language:Python 6

• Deforestation-Detector / web

  Web application to promote awareness of deforestation in the amazon

  threejswebgldeforestationamazon
  Language:JavaScript 5

• ghislainv / geefcc

  📦🐍 geefcc Python package to get forest cover change data from Google Earth Engine

  deforestationforest-cover-changegoogle-earth-enginemapstropical-forests
  Language:Python 5

• ncsuSEAL / McGregor-et-al-2024

  Code and sample data for McGregor et al., 2024

  change-detectiondata-harmonizationdeforestationmyanmarnear-real-timeremote-sensing
  Language:R 5
• missing_maps_hackathon

  benetka / missing_maps_hackathon

  Hackathon with Missing Maps & MSF, Pilsen 2019 | Detection of vegetation loss from satellite imagery

  hackathonmissing-mapsdeforestationsatellite-imagerycopernicus
  Language:HTML 4

• cp-PYFOREST / PYFOREST-ML

  Utilizing machine learning to examine deforestation rates in the undeveloped region of Paraguay's Chaco

  deforestationmachine-learningrandom-forestland-use-planparaguaypredictive-modelingforest-predictionpolicy-analysisforest-managementgeospatialgeospatial-datadeforestation-riskdeforestation-modelpythonimblearnbalancedrandomforestclassifiergeospatial-analysisgeospatial-machine-learninggeospatial-predictions
  Language:Jupyter Notebook 4

• jcblsn / rainforest-segmentation

  A comparison of deep learning segmentation models for deforestation monitoring using multispectral satellite imagery. Research paper and project work completed as part of LSE's ST456 Deep Learning course.

  deep-learningdeforestationimage-segmentation
  Language:Jupyter Notebook 4

• reynaldocruz / Bootcamp-SenderoVerde

  Semantic Segmentation for deforestation in Bolivia.

  deeplearningdeforestationresunetsegmentation
  Language:Jupyter Notebook 4

• zhou100 / Panel-Data-Cross-Validation

  code repo for "Performance evaluation for forecasting modeling with spatiotemporal structures in data"

  spatio-temporal-predictioncross-validationmonte-carlo-simulationdeforestationpanel-data
  Language:R 4

• adamlilith / varecia

  Modeling vulnerability of ruffed lemurs to climate change and deforestation

  varecialemursmadagascardeforestation-modeldeforestationclimate-changeenmsdmecological-niche-modellingspecies-distribution-modelingspecies-distribution-modellingvulnerability
  Language:R 3

• cp-PYFOREST / Land-Use-Plan-Simulation

  Creates mock properties and simulates LUP based on forestry regulations

  deforestationgeospatialland-use-planparaguaysimulationpolicy-analysisforestland-usedeforestation-riskgeospatial-dataforest-managementconservationopen-sourcerconservation-laws
  Language:R 3

• HuidaeCho / grass-deforestation-workshop

  Deforestation study using GRASS GIS workshop

  grass-gisdeforestationgisworkshopgrassgisopensource
  3

• MS-Jahan / GreenX

  GreenX is a project motivated to create social awareness against deforestation & climate change.

  climate-changedeforestationtree-plantationweatherkivykivymdpythonglobal-warmingnasa-space-apps-challenge-2020
  Language:Python 3

• vikfalk / forestvision

  Deforestation tracking tool powered by Sentinel-2 satellite data and AI image segementation

  convolutional-neural-networksdeep-learningdeforestationremote-sensingsatellite-imagerysentinel-2
  Language:Python 3

• Brandi-Kinard / python-opencv-deforestation

  Python notebook for analyzing deforestation in Cancun, Mexico using OpenCV and satellite imagery from Google Earth Engine, designed for impactful environmental monitoring.

  analyticscolor-segmentationcomputer-visiondatadata-sciencedeforestationenvironmental-datagoogle-earth-enginehistogramsjupyter-notebookmatplotlibnumpyopencvpythonsatellite-imagerysustainability
  Language:Jupyter Notebook 2

• cp-PYFOREST / Land-Use-Assessment

  deforestationforestland-userassessmentcompliance-checkforest-lossdata-analysisgeospatial-datadeforestation-riskconservationforest-managementopen-source
  Language:HTML 2

• dlinero / PREDICTS_thesis_project_2020

  Effects of land-use change on tropical biodiversity: impacts on species associated with abiotic and vertebrate seed dispersal

  biodiversitytropicsland-use-and-land-cover-changedeforestation
  Language:HTML 2

• Ferdous12 / D

  “UAV based assessment of forest cover and deforestation dynamics”.

  dronemappingforestforestmonitoringenvironmentsdeforestation
  2

• HuidaeCho / canopy

  The Python module for the Georgia Canopy Analysis 2009 project sponsored by the Georgia Forestry Commission

  canopydeforestationnaipnaip-imagerygisarcgisarcpypythonfeature-extractiongeospatialgeospatial-analysis
  Language:Python 2

• JonathanVSV / U-netRDef

  U-net for deforestation detection

  change-detectiondeep-learningdeforestationrsemantic-segmentationu-net
  Language:R 2

• mapme-initiative / demo-madeira

  Quarto project to demonstrate usage of mapme.biodiversity with a use case at the Madeira river

  brazildeforestationeofloodinggfwgswmadeira
  Language:R 2