URBAN SITES CHANGE DETECTION BY MEANS OF SENTINEL-1 AND SENTINEL-2 TIME SERIES

Mattia Stasolla; Sophie Petit; Coraline Wyard; Gérard Swinnen; Xavier Neyt; Eric Hallot

doi:10.1109/IGARSS47720.2021.9555060

URBAN SITES CHANGE DETECTION BY MEANS OF SENTINEL-1 AND SENTINEL-2 TIME SERIES

Mattia Stasolla, Sophie Petit, Coraline Wyard, Gérard Swinnen, Xavier Neyt, Eric Hallot

Remote Sensing

Institut Scientifique de Service Public

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

The Walloon Region is currently managing a database of more than 2000 'redevelopment sites', i.e. urban sites that were previously used for industrial activities and/or housing and that are now abandoned. The administration needs to keep this inventory up-to-date so that the necessary urban planning could be done; however, at the moment, this information is obtained via time-consuming on field campaigns. Thanks to the launch of the Copernicus programme, free satellite data are now provided at high temporal resolution, and new monitoring approaches can be implemented. Leveraging a well-established changepoint detection method, this paper shows some preliminary results on how time series of Sentinel-1 and Sentinel-2 data could be jointly used to automatically detect changes in urban areas, thus providing the Walloon Region with a tool that can be exploited for a more efficient management of the 'redevelopment sites'.

Original language	English
Title of host publication	Proceedings of the 2021 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2021
Pages	1065-1068
Number of pages	4
DOIs	https://doi.org/10.1109/IGARSS47720.2021.9555060
Publication status	Published - 2021
Event	2021 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2021 - Brussels, Belgium Duration: 12 Jul 2021 → 16 Jul 2021

Conference

Conference	2021 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2021
Country/Territory	Belgium
City	Brussels
Period	12/07/21 → 16/07/21

Keywords

Change detection
Sentinel-1
Sentinel-2
time series
urban area

Access to Document

10.1109/IGARSS47720.2021.9555060

Cite this

@inproceedings{3bf3f542982f4723bf2dc934a2ad6c6d,

title = "URBAN SITES CHANGE DETECTION BY MEANS OF SENTINEL-1 AND SENTINEL-2 TIME SERIES",

abstract = "The Walloon Region is currently managing a database of more than 2000 'redevelopment sites', i.e. urban sites that were previously used for industrial activities and/or housing and that are now abandoned. The administration needs to keep this inventory up-to-date so that the necessary urban planning could be done; however, at the moment, this information is obtained via time-consuming on field campaigns. Thanks to the launch of the Copernicus programme, free satellite data are now provided at high temporal resolution, and new monitoring approaches can be implemented. Leveraging a well-established changepoint detection method, this paper shows some preliminary results on how time series of Sentinel-1 and Sentinel-2 data could be jointly used to automatically detect changes in urban areas, thus providing the Walloon Region with a tool that can be exploited for a more efficient management of the 'redevelopment sites'.",

keywords = "Change detection, Sentinel-1, Sentinel-2, time series, urban area",

author = "Mattia Stasolla and Sophie Petit and Coraline Wyard and G{\'e}rard Swinnen and Xavier Neyt and Eric Hallot",

note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 2021 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2021 ; Conference date: 12-07-2021 Through 16-07-2021",

year = "2021",

doi = "10.1109/IGARSS47720.2021.9555060",

language = "English",

pages = "1065--1068",

booktitle = "Proceedings of the 2021 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2021",

}

Stasolla, M, Petit, S, Wyard, C, Swinnen, G, Neyt, X & Hallot, E 2021, URBAN SITES CHANGE DETECTION BY MEANS OF SENTINEL-1 AND SENTINEL-2 TIME SERIES. in Proceedings of the 2021 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2021. pp. 1065-1068, 2021 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2021, Brussels, Belgium, 12/07/21. https://doi.org/10.1109/IGARSS47720.2021.9555060

TY - GEN

T1 - URBAN SITES CHANGE DETECTION BY MEANS OF SENTINEL-1 AND SENTINEL-2 TIME SERIES

AU - Stasolla, Mattia

AU - Petit, Sophie

AU - Wyard, Coraline

AU - Swinnen, Gérard

AU - Neyt, Xavier

AU - Hallot, Eric

PY - 2021

Y1 - 2021

N2 - The Walloon Region is currently managing a database of more than 2000 'redevelopment sites', i.e. urban sites that were previously used for industrial activities and/or housing and that are now abandoned. The administration needs to keep this inventory up-to-date so that the necessary urban planning could be done; however, at the moment, this information is obtained via time-consuming on field campaigns. Thanks to the launch of the Copernicus programme, free satellite data are now provided at high temporal resolution, and new monitoring approaches can be implemented. Leveraging a well-established changepoint detection method, this paper shows some preliminary results on how time series of Sentinel-1 and Sentinel-2 data could be jointly used to automatically detect changes in urban areas, thus providing the Walloon Region with a tool that can be exploited for a more efficient management of the 'redevelopment sites'.

AB - The Walloon Region is currently managing a database of more than 2000 'redevelopment sites', i.e. urban sites that were previously used for industrial activities and/or housing and that are now abandoned. The administration needs to keep this inventory up-to-date so that the necessary urban planning could be done; however, at the moment, this information is obtained via time-consuming on field campaigns. Thanks to the launch of the Copernicus programme, free satellite data are now provided at high temporal resolution, and new monitoring approaches can be implemented. Leveraging a well-established changepoint detection method, this paper shows some preliminary results on how time series of Sentinel-1 and Sentinel-2 data could be jointly used to automatically detect changes in urban areas, thus providing the Walloon Region with a tool that can be exploited for a more efficient management of the 'redevelopment sites'.

KW - Change detection

KW - Sentinel-1

KW - Sentinel-2

KW - time series

KW - urban area

UR - http://www.scopus.com/inward/record.url?scp=85126440372&partnerID=8YFLogxK

U2 - 10.1109/IGARSS47720.2021.9555060

DO - 10.1109/IGARSS47720.2021.9555060

M3 - Conference contribution

AN - SCOPUS:85126440372

SP - 1065

EP - 1068

BT - Proceedings of the 2021 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2021

T2 - 2021 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2021

Y2 - 12 July 2021 through 16 July 2021

ER -

URBAN SITES CHANGE DETECTION BY MEANS OF SENTINEL-1 AND SENTINEL-2 TIME SERIES

Abstract

Conference

Keywords

Access to Document

Other files and links

Fingerprint

SARSAR: AUTOMATIC REDEVELOPMENT SITES MONITORING USING SAR AND OPTICAL IMAGES

Cite this

URBAN SITES CHANGE DETECTION BY MEANS OF SENTINEL-1 AND SENTINEL-2 TIME SERIES

Abstract

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Projects

SARSAR: AUTOMATIC REDEVELOPMENT SITES MONITORING USING SAR AND OPTICAL IMAGES

Cite this