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Here you can find research data sets published by IOER. We focus on publishing geodata related to our research on spatial sustainability sciences. Our data sets are free to download by registering an user account. Once registered, you can also use a API-Token. In few cases, you may have limited data access due to legal requirements or need to agree with additional conditions.

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1,441 to 1,450 of 1,614 Results

Map_4_Climate_regulation_Cooling_Capacity.jpg Jul 22, 2025 - Replication Package for: Climate Regulation in Cities JPEG Image - 1.1 MB - MD5: 6c7c85aba17a24324021b274c9773187
Map_5_Cities_cooling_capacity.jpg Jul 22, 2025 - Replication Package for: Climate Regulation in Cities JPEG Image - 1.6 MB - MD5: 874ae21fcb05c3cc668e0451dbb2e612
Map_6_Cities_inhabitants_cooling_capacity.jpg Jul 22, 2025 - Replication Package for: Climate Regulation in Cities JPEG Image - 1.7 MB - MD5: 698c8c58c1a836a2237b687ce691bf78
README.md Jul 22, 2025 - Replication Package for: Climate Regulation in Cities Markdown Text - 6.2 KB - MD5: c2fffdb47b807184bc1c71bd1a9e4d36 Readme
Stadtklima_Skript.py Jul 22, 2025 - Replication Package for: Climate Regulation in Cities Plain Text - 54.3 KB - MD5: 2a1bc4f8eeb1ddca44a1fb6926e3577b Code
climate_regulation_in_cities.gpkg Jul 22, 2025 - Replication Package for: Climate Regulation in Cities Unknown - 6.2 MB - MD5: 175ad822dc7778eb8cdbc1ed436d3599 Data The final GeoPackage (climate_regulation_in_cities.gpkg) contains spatial data representing the indicator for local climate regulation by green infrastructure in German cities with more than 50,000 inhabitants including polygon features for each city.
Replication Package for: Mapping access to medical service provision at micro-scale: Dynamics in supply and demand in Germany Jul 17, 2025 Reiter, Denis; Jehling, Mathias; Hecht, Robert, 2025, "Replication Package for: Mapping access to medical service provision at micro-scale: Dynamics in supply and demand in Germany", https://doi.org/10.71830/7N8G1E, ioerDATA, V2 EN: This dataset includes a 100 m raster of changes in access to primary care physicians in Germany. It complements the article "Mapping access to medical service provision at micro-scale: Dynamics in supply and demand in Germany". For calculating the change in access, data on physicians and population for the years 2011 and 2022 on the level of in...
LIESMICH.md Jul 17, 2025 - Replication Package for: Mapping access to medical service provision at micro-scale: Dynamics in supply and demand in Germany Markdown Text - 9.5 KB - MD5: e600deadb1245eb03b83c32f583ba74d readme
README.md Jul 17, 2025 - Replication Package for: Mapping access to medical service provision at micro-scale: Dynamics in supply and demand in Germany Markdown Text - 9.2 KB - MD5: 7e8ed446a779a4a4732a20fa593fe8e4 readme
LiDAR-Based Tree Models for Munich, Germany (2022) Jul 15, 2025 Münzinger, Markus, 2025, "LiDAR-Based Tree Models for Munich, Germany (2022)", https://doi.org/10.71830/CNC4VU, ioerDATA, V1 EN: This dataset provides detailed tree models for Munich, Germany, derived from airborne LiDAR point clouds collected in February 2022. The data processing follows a comprehensive workflow for mapping and 3D modeling of urban forests. It uses an object‑based data‑fusion approach that integrates multispectral aerial imagery and a semantic 3D buildi...

Map_4_Climate_regulation_Cooling_Capacity.jpg

Jul 22, 2025 - Replication Package for: Climate Regulation in Cities

JPEG Image - 1.1 MB -

Map_5_Cities_cooling_capacity.jpg

Jul 22, 2025 - Replication Package for: Climate Regulation in Cities

JPEG Image - 1.6 MB -

Map_6_Cities_inhabitants_cooling_capacity.jpg

Jul 22, 2025 - Replication Package for: Climate Regulation in Cities

JPEG Image - 1.7 MB -

README.md

Jul 22, 2025 - Replication Package for: Climate Regulation in Cities

Markdown Text - 6.2 KB -

Readme

Stadtklima_Skript.py

Jul 22, 2025 - Replication Package for: Climate Regulation in Cities

Plain Text - 54.3 KB -

Code

climate_regulation_in_cities.gpkg

Jul 22, 2025 - Replication Package for: Climate Regulation in Cities

Unknown - 6.2 MB -

Data

The final GeoPackage (climate_regulation_in_cities.gpkg) contains spatial data representing the indicator for local climate regulation by green infrastructure in German cities with more than 50,000 inhabitants including polygon features for each city.

Replication Package for: Mapping access to medical service provision at micro-scale: Dynamics in supply and demand in Germany

Jul 17, 2025

Reiter, Denis; Jehling, Mathias; Hecht, Robert, 2025, "Replication Package for: Mapping access to medical service provision at micro-scale: Dynamics in supply and demand in Germany", https://doi.org/10.71830/7N8G1E, ioerDATA, V2

EN: This dataset includes a 100 m raster of changes in access to primary care physicians in Germany. It complements the article "Mapping access to medical service provision at micro-scale: Dynamics in supply and demand in Germany". For calculating the change in access, data on physicians and population for the years 2011 and 2022 on the level of in...

LIESMICH.md

Jul 17, 2025 - Replication Package for: Mapping access to medical service provision at micro-scale: Dynamics in supply and demand in Germany

Markdown Text - 9.5 KB -

readme

README.md

Jul 17, 2025 - Replication Package for: Mapping access to medical service provision at micro-scale: Dynamics in supply and demand in Germany

Markdown Text - 9.2 KB -

readme

LiDAR-Based Tree Models for Munich, Germany (2022)

Jul 15, 2025

Münzinger, Markus, 2025, "LiDAR-Based Tree Models for Munich, Germany (2022)", https://doi.org/10.71830/CNC4VU, ioerDATA, V1

EN: This dataset provides detailed tree models for Munich, Germany, derived from airborne LiDAR point clouds collected in February 2022. The data processing follows a comprehensive workflow for mapping and 3D modeling of urban forests. It uses an object‑based data‑fusion approach that integrates multispectral aerial imagery and a semantic 3D buildi...

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