vegetation

There are 6 repositories under vegetation topic.

• raster4ml

  souravbhadra / raster4ml

  A geospatial raster processing library for machine learning

  agriculture-researchdata-sciencegeospatial-datamachine-learningremote-sensingvegetationvegetation-indexpython
  Language:Python 125

• lewistrotter / PhenoloPy

  Python-based extractor of vegetation metrics from satellite-based vegetation time-series imagery.

  vegetationpythonphenologyremote-sensingtime-series-analysissatellite-imagerytimesat
  Language:Jupyter Notebook 90

• USDAForestService / ForestVegetationSimulator

  Forest Vegetation Simulation (FVS) - Growth and Yield Modeling software

  biomasscarbonforestrymodelingvegetationfire-effects
  Language:Fortran 60

• mparkan / Digital-Forestry-Toolbox

  A collection of digital forestry tools for Matlab/Octave

  digital-forestry-toolboxforestmatlablidarremote-sensinglaserforestryasprspoint-cloudoctavelaser-scanningvegetation
  Language:MATLAB 50

• jiezhou87 / HANTS-GEE

  A scalable implimentation of HANTS for time sereis reconstruction in remote sensing on Google Earth Engine platform

  gap-fillingharmonic-analysisndviremote-sensingtime-series-analysistime-series-reconstructionvegetationvegetation-index
  Language:Python 49

• SirMishMash / Unity-StylizedGrass

  Create numerous stylized grass blades with this highly performant and scalable HDRP grass asset that makes use of VFX Graph.

  unityunity3dgrassvegetationfreeassetunityhdrpstylizedbotwgenshin
  47

• eupassarinho / GoogleEarthEngine-sentinel1-vegetation-indices

  It contains Google Earth Engine codes (JavaScript API) to process Sentinel-1 and Landsat 8 images to compute SAR and optical vegetation indices.

  googleearthengineremote-sensingsarsentinel-1vegetationesalandsatlandsat-8nasaradar
  Language:JavaScript 34

• h-cel / ClimateVegetationDynamics_GrangerCausality

  Source code for the publications on "a non-linear Granger-causality framework to investigate climate–vegetation dynamics", by Papagiannopoulou et al., GMD & ERL 2017

  climategranger-causalityvegetationsciencesatellite
  Language:Python 30

• edisonlee0212 / EvoEngine

  An early-stage, cross-platform interactive application and rendering framework.

  cross-platformdigital-agriculturegraphicsphysicspython-bindingray-tracingsimulationvulkandigital-forestryinteractive-visualizationprocedural-generationvegetationgame-engine
  Language:C++ 25

• esjoal / GEE_GPR_mapping_vegetation

  Mapping vegetation properties in Google Earth Engine using GPR models and the Sentinel-2 L1C product.

  mappinggaussian-processesgoogle-earth-engineretrieval-modelsentinel-2vegetationagriculture
  Language:Python 25

• robintw / PyProSAIL

  Python interface to the ProSAIL leaf/canopy reflectance model

  fortranpythonsatellitesciencevegetation
  Language:Fortran 25

• jbferet / prosail

  R package dedicated to the PROSAIL canopy reflectance model. The package allows running PROSAIL in direct and inverse modes, with various inversion strategies. A tutorial can be found on the gitlab website

  prosailprospectremote-sensingvegetationradiative-transfer-models
  Language:R 22
• OBIA4RTM

  lukasValentin / OBIA4RTM

  Object-Based Image Analysis Tools for Radiative Transfer Modeling

  obiaimage-analysisrtmvegetationremoteremote-sensinggoogle-earth-enginesentinel-2imagery
  Language:Python 20

• ollinevalainen / satellitetools

  Get Sentinel-2 data from Google Earth Engine or from cloud-optimized geotiffs in AWS Open data registry maintained by Element84, and compute biophysical parameters using SNAP Biophysical processor algorithm.

  cloud-optimized-geotiffgoogle-earth-enginelaisatellite-imagerysentinel-2vegetationvegetation-indexpythonremote-sensing
  Language:Python 20

• ashleyseric / ScatterStream

  A runtime object scattering/vegetation authoring, streaming and rendering tool for Unity optimised for instanced rendering a very large number of placed items.

  scattervegetationunityunity3drenderinglodstream
  Language:C# 18

• GISLab-ELTE / PointCloudTools

  Massive airborne laser altimetry (ALS) point cloud and digital elevation model (DEM) processing library.

  lidarpoint-cloudvegetationdigital-elevation-modelchange-detectionahn
  Language:C++ 18

• MuonRay / QGISPython

  A Collection of Python Codes that work in QGIS (Quantum GIS) that work on Orthomosaic Maps Generated by Aerial Photogrammetry Software such as the free to use VisualSFM or commercial software DroneDeploy or PIX4D. The Goal of these codes is to create free to use classification and NDVI on orthomosaics generated using freeware or trial versions of software.

  ndvifreewareorthomosaics-generatedpix4ddronedeployqgisqgis-python-pluginpythonimage-processingvegetationmappingdroneuavmultispectralinfrarednir
  Language:Python 16

• roe-dl / weewx-GTS

  XType extension for WeeWX to provide solar energy, "Grünlandtemperatursumme" (a kind of growing degree days) and "dayET" and "ET24" as some kind of opposite to "dayRain" and "rain24"

  weewxxtypesgtsgrowing-degree-daysgardeningvegetationclimate-datasunsolar-energy
  Language:Python 14

• TUW-GEO / rt1

  A first order radiative transfer model for soil- and vegetation related parameter retrievals from radar-data

  radiative-transferremote-sensingmicrowave-remote-sensingpythonsoil-moisturevegetation
  Language:Python 13

• iam-mhaseeb / Satellite-Imagery-Analysis-of-Vegetation-in-Southern-Pakistan

  This repository contains a study how we can examine the vegetation cover of a region with the help of satellite data. The notebook in this repository aims to familiarise with the concept of satellite imagery data and how it can be analyzed to investigate real-world environmental and humanitarian challenges.

  python3data-visualizationdata-analysissatellite-imagerysatellite-imagessatellite-datajupyter-notebooknotebookpakistanpakistan-analysisvegetationvegetation-analysis
  Language:Jupyter Notebook 12

• paternostrox / AdaptableTrees

  A procedural, obstacle avoiding, tree mesh generation tool for Unity.

  computer-graphicsgraphicsmodelingprocedural-generationprocedural-modelingunityvegetation
  Language:C# 12

• leizhang-geo / Global_Urbanization_Impacts_on_Vegetation

  This repository contains the code used for the analysis in the paper "Zhang et al. Direct and indirect impacts of urbanization on vegetation growth across the world’s cities" publised in Science Advances

  climate-changeremote-sensingurbanizationvegetationenvironmental-scienceglobal-changehuman-activitiesscienceurbanurban-analyticsurban-data-science
  Language:Jupyter Notebook 11

• NASA-EarthRISE / training_Getting_started_with_GEDI_spaceborne_lidar

  This repo contains the training webpage and hands-on tutorials for users to learn the fundamental characteristics of GEDI spaceborne lidar for real-world applications and explore GEDI data with tips for contextualized quality preparation.

  analysis-ready-dataapplied-sciencebiomass-changecolab-notebookecosystemsgedigoogle-earth-enginelidarremote-sensingremote-sensing-in-rtutorialsvegetationwaveform
  Language:Jupyter Notebook 11

• Prikaziuk / retrieval_rtmo

  Retrieval of plant traits from hyper- and multispectral remote sensing data with SCOPE model inversion

  remote-sensingretrieval-modelvegetation
  Language:MATLAB 11

• erica-mccormick / widespread-bedrock-water-use

  Code for McCormick et al., 2021 (Nature), "Widespread woody plant use of water stored in bedrock"

  ecohydrologyhydrologyvegetationecologyroot-zone
  Language:Jupyter Notebook 9

• MartinLesser / Procedural-distribution-of-vegetation

  Source code of my procedural distribution system of vegetation for my master thesis in 2019.

  procedural-generationproceduralvegetationdistributionheightmapinsolationprobability
  Language:Python 9
• Terrarium.jl

  TUM-PIK-ESM / Terrarium.jl

  A next-generation differentiable and GPU-accelerated land model in the Julia programming language.

  carbon-cycleenergy-balancehybrid-modelinghydrologyland-surface-modelingprocess-based-modellingsoilvegetation
  Language:Julia 9

• EOA-team / s2toarup

  Sentinel-2 Top-Of-Atmosphere Radiometric Uncertainty Propagator (Graf et al., 2023, IEEE-JSTARS)

  leaf-area-indexmonte-carlo-simulationphenologysentinel-2spectral-indicesuncertaintyuncertainty-quantificationvegetation
  Language:Python 8

• marcb152 / Wind-Creator

  Some scripts to add wind to any tree and grass in Unity (built-in)

  unityvegetationsimulationfreecsharpfoliagetreegrass
  8

• pbb2291 / Lidar-Notebooks

  A series of jupyter notebook pipelines for processing lidar point clouds (LAS files) and deriving vegetation structure metrics.

  canopy-metricscanopy-modeljupyterjupyter-notebooklidarlidar-point-cloudpython3vegetationvoxel
  Language:Jupyter Notebook 8

• uw-cryo / coincident

  3D satellite and airborne data archive search and analysis tools for NASA Surface Topography & Vegetation (STV) Precursor Coincident Datasets

  elevationlidaropen-scienceremote-sensingvegetation
  Language:Python 8

• xavi-rp / LPDynR

  An R-package to calculate Land Productivity Dynamics using variables derived from Earth Observation imagery.

  land-productivityland-degradationvegetationearth-observationr-packagecopernicus-global-land-service
  Language:R 8

• zyaj / suntans-general-vertical-coordinate

  The latest version of SUNTANS model with vegetation, sediment transport, subgrid, culvert and hybrid vertical coordinate.

  suntanshybridvertical-coordinatenonhydrostaticoceansubgridtrianglesediment-transportvegetation
  Language:C 8

• IGNF / StrataNet2-Vegetation-Coverage-Maps

  Prediction of vegetation coverage maps from High Density Lidar data, in a weakly supervised deep learning setting.

  pointnet2lidarpointcloudvegetationmapsrastersweaksupervisiondeep-learningmachine-learningpytorch
  Language:Python 7

• nhtlongcs / ucc-ai-quest-2023

  Recognize vegetation patches in Irish natural places

  segmentationvegetation
  Language:Python 7
• rabbit-food

  daniellanner / rabbit-food

  A rapid floodfill tool for foliage textures.

  vegetationtexturefloodfilltoolspipeline
  Language:C 6