deforestation

There are 4 repositories under deforestation topic.

• gfw

  wri / gfw

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

  forest-monitoringsatellite-imagerymapboxdeforestationnextjsreactredux
  Language:JavaScript 260

• 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 112

• ytarazona / ForesToolboxRS

  Remote Sensing Tools for Forest Monitoring

  remote-sensingchange-detectiondeforestationmachine-learning
  Language:R 51
• 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 29

• 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

  deforestationmapbiomasclimate-changeforest-restaurationcarbon-sequestration
  Language:JavaScript 16

• 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 15

• chiragsamal / Understanding-Forest-from-Space

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

  deep-learningdeforestationfastaikagglesatellite-imageryamazon-forestresnet
  Language:Jupyter Notebook 14

• ghislainv / deforestation-maps-Mada

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

  deforestationmadagascarforest-fragmentationr-languagegrasscarbon-emissionsbiodiversitytropical-foresttree-coverlandsathistorical-deforestationreference-level
  Language:TeX 11

• bellasih / multimodal_supercon

  Multimodal SuperCon: Classifier for Drivers of Deforestation in Indonesia

  classificationdeep-learningdeforestation
  Language:Jupyter Notebook 9

• ghislainv / workshopReCaREDD

  Scenarios of deforestation for tropical countries

  deforestationscenariotropical-countriesmodelbayesian
  Language:Jupyter Notebook 7

• Deforestation-Detector / web

  Web application to promote awareness of deforestation in the amazon

  threejswebgldeforestationamazon
  Language:JavaScript 5

• 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-rainforestdeforestationkerasresnet-50tensorflowcnnconvolutional-neural-networks
  Language:Jupyter Notebook 5

• ngthanhtin / Deforestation_Segmentation

  Deforestation Segmentation

  deforestationensemblesegmentationttaunetnfnetforestnet
  Language:Python 5

• adamlilith / varecia

  Modeling vulnerability of ruffed lemurs to climate change and deforestation

  varecialemursmadagascardeforestation-modeldeforestationclimate-changeenmsdmecological-niche-modellingspecies-distribution-modelingspecies-distribution-modellingvulnerability
  Language:R 4
• 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

• 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 4

• japhethkimeu / deforestation_detection_using_deep_learning

  Project on detecting deforestation using deep learning algorithms

  deep-neural-networksdeforestationjupyter-notebookkeraskeras-tensorflowpython3tensorflow
  Language:Jupyter Notebook 4

• reynaldocruz / Bootcamp-SenderoVerde

  Semantic Segmentation for deforestation in Bolivia.

  deeplearningdeforestationresunetsegmentation
  Language:Jupyter Notebook 4

• HuidaeCho / grass-deforestation-workshop

  Deforestation study using GRASS GIS workshop

  grass-gisdeforestationgisworkshopgrassgisopensource
  3

• 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 3

• zhou100 / Panel-Data-Cross-Validation

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

  cross-validationdeforestationmonte-carlo-simulationpanel-dataspatio-temporal-prediction
  Language:R 3

• 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

• 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 2

• celsohlsj / amazonia_deforestation

  Code repository for the paper: Silveira, M.V. F., Silva-Junior, C.H.L., Anderson, L.O., Aragão, L.E.O.C. Amazon fires in the 21st century: the year of 2020 in evidence. Global Ecology and Biogeography (2022). https://doi.org/10.1111/geb.13577

  amazonbrazilclimate-changedeforestationforestforest-firelulc-changes
  Language:JavaScript 1

• celsohlsj / ngeo_correspondence

  Translation of the Correspondence entitled "Amazonian forest degradation must be incorporated into the COP26 agenda" published in Nature Geoscience. DOI: 10.1038/s41561-021-00823-z

  amazoniadeforestationtropicalforestsfiresedgeslogging
  1

• cp-PYFOREST / Land-Use-Assessment

  deforestationforestland-userassessmentcompliance-checkforest-lossdata-analysisgeospatial-datadeforestation-riskconservationforest-managementopen-source
  Language:HTML 1

• 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 1

• 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 1

• Diodak92 / Deforestation-Exploration

  First project on Udacity SQL Nanodegree program

  psql-databasesqludacity-nanodegreedeforestationpostgresqlworldbankdata-analysisdatabase
  Language:Shell 1

• janskwr / Deforestation-in-the-Amazon

  Deforestation in the Amazon visualization for Data Visualization Techniques course.

  amazondata-visualizationdeforestationpythonrvisualization-techniquessave-earth
  Language:R 1

• mkupisie / ArcGIS_PRO_GIS-for-monitoring-land-cover-changes-based-on-Rondonia-Brazil-example

  Detecting and visualizing land cover change using ArcGIS Pro in the Brazil state Rondonia between year 2020 and 1992.

  arcgisprobrasiliaclimate-changedeforestationenvironmental-monitoringland-cover-mapping
  1

• nraffa / deforestation-detection-hackathon

  A Schneider Electric Hackathon challenge that consisted in using the help of thousands of satellites in space to capture images of the earth's surface in order to detect, as soon as possible, areas in the midst of deforestation and prevent its expansion.

  computer-visiondeep-learningdeforestationfastai
  Language:Jupyter Notebook 1

• stevensotelo / dci_fauno_docker

  Docker images for the Fauno tool

  deforestationrisk-assessmentlivestock
  Language:Dockerfile 1

• WilliamSMendes / storytelling_amazon_firepots

  An exploratory analysis of deforestation data in the amazon forrest in Brazil.

  amazonforrestdata-analysiskaggle-datasetdeforestationcorrelation
  Language:Jupyter Notebook 1