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158 datasets found

  • Cropland and grassland map of Switzerland based on Sentinel-2 data

    EnviDat: the Environmental Data Portal
    Education, culture and sport

    We developed a map of cropland and grassland allocation for Switzerland based on several indices dominantly derived from Sentinel-2 satellite imagery captured over multiple growing...

    Last updated: March 29, 2021

    • GeoTIFF
    • SERVICE
    • TIFF
    • agriculture
    • cropland
    • grassland
    • habitat
    • machine-learning
    • phenology
    • remote-sensing
    • sentinel-2
    • switzerland
    • vegetation-indices

  • Spatially explicit data to evaluate spatial planning outcomes in a coastal region in São Paulo State, Brazil

    EnviDat: the Environmental Data Portal
    Education, culture and sport

    The present dataset is part of the published scientific paper entitled “The role of spatial planning in land change: An assessment of urban planning and nature conservation...

    Last updated: January 6, 2022

    • PDF
    • SHP
    • SERVICE
    • GeoTIFF
    • basic-services
    • built-up-classification
    • forest-gain
    • forest-persistence
    • land-use-and-cover-change
    • nature-conservation
    • planning-outcome
    • spatial-modelling
    • topography
    • urban-compactness
    • urban-morphology
    • urban-sprawl

  • Grassland-use intensity maps for Switzerland

    EnviDat: the Environmental Data Portal
    Education, culture and sport

    A rule-based algorithm (Schwieder et al., 2022) was used to produce annual maps for 2018–2021 of grassland-management events, i.e....

    Last updated: February 14, 2024

    • PNG
    • GeoTIFF
    • TXT
    • SERVICE
    • grassland
    • land-use
    • landsat
    • management
    • mowing
    • remote-sensing
    • sentinel-2
    • use-intensity

  • CHELSAcruts - High resolution temperature and precipitation timeseries for the 20th century and beyond

    EnviDat: the Environmental Data Portal
    Education, culture and sport

    CHELSAcruts is a delta change monthly climate dataset for the years 1901-2016 for mean monthly maximum temperatures, mean monthly minimum temperatures, and monthly precipitation...

    Last updated: September 19, 2024

    • GeoTIFF
    • PDF
    • air-temperature
    • century
    • climate
    • climate-layers
    • free-climate-data
    • maximum-temperature
    • minimum-temperature
    • precipitation
    • timeseries

  • Climatologies at high resolution for the earth’s land surface areas

    EnviDat: the Environmental Data Portal
    Education, culture and sport

    High-resolution information on climatic conditions is essential to many applications in environmental and ecological sciences. Here we present the CHELSA (Climatologies at high...

    Last updated: September 19, 2024

    • GeoTIFF
    • PDF
    • bioclim
    • climate
    • climate-change
    • climate-layers
    • climatology
    • free-climate-data
    • precipitation
    • temperature

  • CHELSA-BIOCLIM+ A novel set of global climate-related predictors at kilometre-resolution

    EnviDat: the Environmental Data Portal
    Education, culture and sport

    A multitude of physical and biological processes on which ecosystems and human societies depend are governed by climatic conditions. Understanding how these processes are altered...

    Last updated: September 19, 2024

    • GeoTIFF
    • PDF
    • growing-degree-days
    • growing-season-length
    • precipitation
    • relative-humidity
    • soil-water-balance
    • solar-radiation
    • temperature

  • Present and future multifaceted plant diversity, uniqueness and conservation in the European Alps

    EnviDat: the Environmental Data Portal
    Education, culture and sport

    This repository contains extensive data for the European Alps:

    • Observations of ~3,500 plant species
    • Climate (1-km), soil (100-m) and land cover predictors (1km); current...

    Last updated: June 2, 2025

    • GeoTIFF
    • beta-diversity
    • conservation
    • european-alps
    • functional-diversity
    • global-change
    • land-use-change
    • migclim
    • phylogenetic-diversity
    • plants
    • species-distribution-models
    • taxonomic-diversity
    • zonation

  • Historical Vegetation Height Model NFI

    EnviDat: the Environmental Data Portal
    Education, culture and sport

    The main datasets available are 4 nationwide Digital Surface Models (DSMs) and corresponding Vegetation Height Models (VHMs) with a spatial resolution of 1 m. The...

    Last updated: July 3, 2025

    • GeoTIFF
    • TXT
    • dsm
    • forest
    • historical
    • nfi
    • photogrammetry
    • vhm

  • Large GIS raster data derived from Natural Earth Data (Cross Blended Hypso with Shaded Relief and Water)

    EnviDat: the Environmental Data Portal
    Education, culture and sport

    The attached data are some large GIS raster files (GeoTIFFs) made with Natural Earth data. Natural Earth is a free vector and raster map data @ naturalearthdata.com. The data used...

    Last updated: August 20, 2025

    • GeoTIFF
    • SERVICE
    • cross-blended-hypso-with-shaded-relief-and-water
    • gis
    • large-files
    • natural-earth
    • qgis

  • CHELSA-TraCE21k: Downscaled transient temperature and precipitation data since the last glacial maximum

    EnviDat: the Environmental Data Portal
    Education, culture and sport

    High resolution, downscaled climate model data are used in a wide variety of applications in environmental sciences. Here we present the CHELSA-TraCE21k downscaling algorithm to...

    Last updated: August 26, 2025

    • GeoTIFF
    • PDF
    • air-temperature
    • glaciers
    • last-glacial-maximum
    • orography
    • paleo-climate
    • precipitation

  • Snow depth mapping by airplane photogrammetry (2017 - ongoing)

    EnviDat: the Environmental Data Portal
    Education, culture and sport

    The available datasets are snow depth maps with a spatial resolution of 0.5 m derived from images of the survey camera Vexcel Ultracam mounted on a piloted airplane. Image...

    Last updated: November 13, 2025

    • GeoTIFF
    • avalanches
    • davos
    • dischma
    • photogrammetry
    • snow-depth-distribution
    • snow-hydrology

  • Orthophoto Liechtenstein 2018

    Civil Engineering and Geoinformation Office
    Regions and cities, Environment

    Orthophoto with a resolution of 10 cm ground pixels. It was flown on 1/16 August and 11/20 September 2018 and is available in true colour (RGB). The entire country including the...

    Last updated: March 20, 2019

    • SERVICE
    • WMS
    • GeoTIFF
    • digital-color-orthophoto-mosaic
    • inspire
    • orthophoto
    • opendata
    • orthoimagery
    • research
    • national

  • Orthophoto Liechtenstein 2003

    Civil Engineering and Geoinformation Office
    Regions and cities, Environment

    Orthophoto with a resolution of 25 cm ground pixels. The orthophoto was flown with a digital line scan camera on 7/8 August 2009.

    Last updated: August 8, 2003

    • WMS
    • GeoTIFF
    • raster-data
    • orthophoto
    • opendata
    • inspire
    • aerial-photograph
    • orthoimagery
    • national

  • Orthophoto Liechtenstein 2009

    Civil Engineering and Geoinformation Office
    Regions and cities, Environment

    Orthophoto with a resolution of 12.5 cm ground pixels. The orthophoto was flown from 17 June to 29 July 2009 with an Ultracam XP digital area scan camera. The flight altitude above...

    Last updated: August 31, 2009

    • WMS
    • GeoTIFF
    • inspire
    • orthophoto
    • opendata
    • digital-color-orthophoto-mosaic
    • orthoimagery
    • national

  • Orthophoto Liechtenstein 2022

    Civil Engineering and Geoinformation Office
    Regions and cities, Environment

    Orthophoto with a resolution of 10 cm ground pixels. The aerial survey was carried out in the Alpine region in summer and in the valley region in winter. The advantage of flying in...

    Last updated: March 1, 2023

    • SERVICE
    • WMS
    • GeoTIFF
    • opendata
    • inspire
    • digital-color-orthophoto-mosaic
    • orthophoto
    • orthoimagery
    • research
    • national

  • Orthophoto Liechtenstein 2006

    Civil Engineering and Geoinformation Office
    Regions and cities, Environment

    Orthophoto with a resolution of 12.5 cm ground pixels. The orthophoto was flown in September 2006 by the province of Vorarlberg and made available to Liechtenstein.

    Last updated: September 1, 2006

    • WMS
    • GeoTIFF
    • orthophoto
    • inspire
    • opendata
    • aerial-photograph
    • orthoimagery
    • national

  • Orthophoto Liechtenstein 2012

    Civil Engineering and Geoinformation Office
    Regions and cities, Environment

    Orthophoto with a resolution of 12.5 cm ground pixels. The orthophoto was flown from 16 June to 18 August 2012 with a Vexcel Ultracam XP RGBI digital area scan camera. The flight...

    Last updated: August 28, 2012

    • GeoTIFF
    • orthophoto
    • inspire
    • digital-color-orthophoto-mosaic
    • opendata
    • orthoimagery
    • national

  • Orthophoto Liechtenstein 2020

    Civil Engineering and Geoinformation Office
    Regions and cities, Environment

    Orthophoto with a resolution of 10 cm ground pixels. It was flown between 21 May and 9 September 2020 and is available in true colour (RGB). The entire country including the...

    Last updated: March 15, 2021

    • WMS
    • GeoTIFF
    • inspire
    • orthophoto
    • digital-color-orthophoto-mosaic
    • opendata
    • orthoimagery
    • research
    • national

  • LiDAR 2019 - Pente du terrain classifiée

    Ville de Lausanne
    Regions and cities, Environment

    La pente est calculée sur la base du MNT. La grille est à 0.5m de résolution et contient les valeurs de la pente (en %) regroupées par classe.

    Pente (%) : Classification 0–4 :...

    Last updated: November 7, 2023

    • GeoTIFF
    • SERVICE

  • LiDAR 2019 - Pente du terrain

    Ville de Lausanne
    Regions and cities, Environment

    La pente est calculée sur la base du MNT. La grille est à 0.5m de résolution et contient les valeurs de pente en degré.

    Last updated: November 7, 2023

    • GeoTIFF
    • SERVICE

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