Earth observation, GIS and automated processing algorithms

Satellite imagery of gravel extraction sites at the Danube in Romania

Earth observation (or remote sensing) is the gathering of information about planet Earth's physical, chemical and biological systems, usually employing, but not restricted to satellite and airborne sensors. Often, remote sensing data are further processed in Geographic Information Systems (GIS). A GIS allows the visualization, query, analysis and interpretation of geographical data to understand spatial relationships, patterns and trends. Data and the outcomes of data processing are used to map, monitor and assess the status of and changes in the natural and built environments.

In a wide range of remote sensing and GIS based projects space4environment has proven expertise ranging from digital to visual image processing via spatial data analysis to the making of high quality maps or web services. By utilizing the full strength of functionalities of geoinformation systems and image interpretation software suites a multitude of information is gained out of the data depending on the customers needs.

For the processing of big data and large amounts of datasets this expertise in analysis and interpretation is combined with extensive processing power by developing (semi-)automated scripting routines. These routines allow for standardized processing of complex analysis tasks by evaluating large data loads in parallel and automating certain steps.

space4environment staff is using its knowledge of open source based programming and automation applications such as Python, PostgreSQL or R to develop and realize processing algorithms and tools to meet the user's demands and beyond.

These references represent a selection of activities space4environment is involved in:

  • LIS-L - Very high resolution Land cover / land use mapping in Luxembourg
    Customer: Ministère du Dévéloppement durable et des Infrastructures | project page |
  • LC2018 – Update of the land cover map of Luxembourg
    Customers: Ministère de l’Energie et de l’Aménagement du territoire / Ministère du l’Environnement, du Climat et du Développement durable
  • GRETA - Green infrastructure: Enhancing biodiversity and ecosystem services for territorial development
    Customer: ESPON | project page |
  • European Environment Agency (EEA) - Implementation of Corine land cover in the west Balkan countries and Luxembourg
  • European Environment Agency (EEA) - Copernicus quality assurance & quality control (COPERNICUS QA/QC)
  • MDDI / Ministère du Dévéloppement durable et des Infrastructures, Luxembourg - LIS-L - Land Information System for Luxembourg (LIS-L)
  • European Space Agency (ESA) - River bed monitoring in the Danube basin and the effects of river bed extractions
  • European Space Agency (ESA) - City Biodiversity Index (EO4CBI)
  • European Space Agency (ESA) - CROPSIM – An improved crop management decision tool
  • European Spatial Planning Observation Network (ESPON) - Update the natural hazard map
  • Ministère du Développement durable et des Infrastructures (MDDI) - Mapping and Assessing the state of Ecosystems and their Services (MAES-LUX)
  • Luxembourg Institute of Socio-Economic Research, Luxembourg (LISER) - Digital land use map from orthophotos in Luxembourg (Building footprints)