Project Details
Description
The main aim of this project is to propose a conceptual framework for the development and use of a generic urban library (GUL). This entails the definition of a suitable data model and metadata scheme for archiving urban image spectra, as well as the definition of a set of tools for the dynamic use of the library, including tools for extracting endmember spectra from available imagery, for automatic labelling of these spectra and storage in the GUL, as well as tools for resampling/ transforming library spectra and for selecting optimal spectra from the library for user-specific applications. A GUL management tool will be developed that can be made accessible to the user’s community. Proof-of-concept of the tool will be delivered through a series of experiments aimed at testing the use of the tool for multi-site/multi-source urban mapping, both at high as well as medium spatial/spectral resolution. The hypothesis of the research is that a generic urban library (GUL) containing multi-site, multi-source image spectra may provide the ground for the transferability of urban mapping approaches at different spatial/spectral scales and thus contribute to the development of automated workflows for urban mapping applications.
Funding Acknowledgement(s)
Belgian Science Policy
| Short title or EU acronym | GENLIB |
|---|---|
| Acronym | FOD80 |
| Status | Finished |
| Effective start/end date | 1/09/19 → 31/05/22 |
Keywords
- Remote sensing
- spectral libraries
Flemish discipline codes in use since 2023
- Cartography
Fingerprint
Explore the research topics touched on by this project. These labels are generated based on the underlying awards/grants. Together they form a unique fingerprint.
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Generic spectral library framework for urban land cover mapping with optical remote sensing imagery
Priem, F., Jilge, M., Heiden, U., Somers, B. & Canters, F., Apr 2025, In: Environmental Modelling and Software. 188, p. 1-26 26 p., 106405.Research output: Contribution to journal › Article › peer-review
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GENLIB: Developing a generic framework for library-based mapping of urban areas
Priem, F., Somers, B. & Canters, F., 2022, 12th EARSeL Workshop on Imaging Spectroscopy: Programme Book. EARSeL, p. 8Research output: Chapter in Book/Report/Conference proceeding › Meeting abstract (Book)
Open Access -
M-CORE: A novel approach for land cover fraction mapping using multisite spectral libraries
Hajnal, W., Priem, F. & Canters, F., 29 Mar 2022, In: IEEE Transactions on Geoscience and Remote Sensing. 60, p. 1-15 15 p., 4410015.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (Scopus)
Projects
- 1 Finished
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DWTC305: UrbanEARS: Urban Ecosystem Analysis supported by Remote Sensing.
Canters, F. (Administrative Promotor), Verbeiren, B. (Co-Promotor) & Bauwens, W. (Co-Promotor)
1/08/14 → 30/09/18
Project: Fundamental
Datasets
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Brussels image-based library of urban materials
Priem, F. (Creator), Somers, B. (Creator) & Canters, F. (Creator), Zenodo, 20 Apr 2022
Dataset