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EOLab Data

Earth Observation Lab

Humboldt-Universität zu Berlin

Welcome!

This webpage hosts data and visualizations from the Earth Observation Lab at Humboldt-Universität zu Berlin.

This includes

  • webmap visualizations that allow the interactive exploration of spatial results from research outcomes created in the lab,
  • geodata webservices that allow the implementation of data created in the lab into your GIS project,
  • links to published datasets on third-party platforms

Webmaps

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All Land Cover Urban Agriculture

Arctic shrub

Arctic shrub expansion revealed by Landsat-derived multitemporal vegetation cover fractions in the Western Canadian Arctic
Webmap Publication

Crete

Revisiting the Past: Replicability of a Historic Long-Term Vegetation Dynamics Assessment in the Era of Big Data Analytics
Webmap Publication

Drought impacts on grasslands

Annual maps of strength and duration of drought impacts on grasslands in northeastern Germany. Based on Sentinel-2 time series from 2017 to 2020).
Webmap Publication

Deutschland - Landwirtschaftliche Nutzung

Karten zur Landwirtschaftlichen Nutzung in Deutschland 2017-2019.
Webmap Pressemitteilung Data Download

Mowing Events

Mowing events derived from integrated Landsat 8 and Sentinel-2 time series at a spatial resolution of 10 m for the years 2017 - 2020.
Webmap Project Partner Publication Data Download FORCE User Defined Function (UDF)

Population

Gridded population map, Germany, based on building density, height and type (year: 2018).
Webmap Project Publication Data Download Pop. Data Download Types

Settlement Mapping (Q-Team)

Visualization of student projects in the course Remote Sensing for Settlement Mapping, Summer 2020
Webmap

Building Height

Map of building heights at a spatial resolution of 10m for the entire Germany (year: 2018).
Webmap Project Publication Data Download

European Land Cover

Map of twelve land cover classes across the entire Europe at 30m spatial resolution (year: 2015).
Webmap Publication Data Download

Land Cover Fractions

Fraction map of three land cover types (imperviousness, woody vegetation, non-woody vegetation) across Austria and Germany at 10m spatial resolution (year: 2018).
Webmap Project Publication Data GER Data AUT

Material Stocks

Map of material stocks in buildings and infrastructure across Germany and Austria at a spatial resolution of 10m. Includes federal statistics(year: 2018).
Webmap Project Publication Data Download AT Data Download GER

Turkey - Cropping Practices

Map of five different cropping management practices across the entire Turkey at 30m resolution (year: 2015).
Webmap Project Publication Data Download

Urbanization of Ouagadougou

This interactive storymap presents results of a study mapping urban expansion and densification of Ouagadougou, Burkina Faso, from 2002 to 2013.
Webmap Story Publication

Tree Species

Tree species map for German Federal State of Brandenburg derived from multiannual Sentinel-2 time series in 10m resolution
Webmap Project Publication

Web Services

OpenGIS Web Services (WMS, WFS, WCS)

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All EO Grids OWS Demo

EO-Grids

A Web Feature Service to provide Earth Observation Grids
Last updated on Nov 27, 2020

QGIS-Server Demo

A demonstration of the QGIS MapSerer
Last updated on Nov 10, 2020

Data

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All 2020 2019 2018

Water vapor database - global

Water vapor database for atmospheric correction of Landsat imagery
Last updated on Jan 28, 2021

Irrigated Dry Season Cropping - Turkey

Landsat-based maps of irrigated dry season cropping in Southeastern Anatolia, Turkey
Last updated on Jan 28, 2021

Building Heights - Germany

Height of buildings across Germany (resolution: 10m).
Last updated on Oct 28, 2020

Land Cover Fractions - Austria

Fractions of imperviousness, woody vegetation and non-woody vegetation across Austria (resolution: 10m).
Last updated on Oct 28, 2020

Cropping Management Practices - Turkey

Five different cropping management practices across Turkey (resolution: 30m).
Last updated on Oct 28, 2020

Land Cover - Europe

Map of 12 land cover classes across Europe (resolution: 30m).
Last updated on Jan 28, 2021

Land Cover Fractions - Germany

Fractions of imperviousness, woody vegetation and non-woody vegetation across Germany (resolution: 10m).
Last updated on Oct 28, 2020

Software

Software developed in the EOL

Overview

Name Purpose Link
Bit Flag Renderer QGIS Plugin to visualize raster image bit flags https://bit-flag-renderer.readthedocs.io
EnMAP-Box QGIS Plugin to visualize and process hyper spectral remote sensing data, and particularly developed to handle EnMAP products https://enmap-box.readthedocs.io
EO Time Series Viewer QGIS Plugin to visualize multi-sensor EO time series data https://eo-time-series-viewer.readthedocs.io
FORCE Framework for Operational Radiometric Correction for Environmental Monitoring https://github.com/davidfrantz/force
FORCE4Q QGIS Plugin to create higher level EO data products https://force4q.readthedocs.io
GEE Timeseries Explorer QGIS Plugin to explore temporal raster data available in Google Earth Engine (GEE) https://geetimeseriesexplorer.readthedocs.io
Virtual Raster Builder QGIS Plugin to creation virtual raster images https://virtual-raster-builder.readthedocs.io

EO Time Series Viewer

A QGIS Plugin to visualize EO time series data from multiple sensors in QGIS
Plugin Docs Repository