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

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › peer review

Samenvatting

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'.

Originele taal-2	Engels
Titel	Proceedings of the 2021 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2021
Pagina's	1065-1068
Aantal pagina's	4
DOI's	https://doi.org/10.1109/IGARSS47720.2021.9555060
Status	Gepubliceerd - 2021
Evenement	2021 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2021 - Brussels, België Duur: 12 jul. 2021 → 16 jul. 2021

Congres

Congres	2021 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2021
Land/Regio	België
Stad	Brussels
Periode	12/07/21 → 16/07/21

Toegang tot document

10.1109/IGARSS47720.2021.9555060

Andere bestanden en links

Link naar publicatie in Scopus

SARSAR: AUTOMATIC REDEVELOPMENT SITES MONITORING USING SAR AND OPTICAL IMAGES
Neyt, X. (Promotor) & Stasolla, M. (Onderzoeker)
1/12/18 → 30/06/21
Project: Onderzoek

Citeer dit

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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. blz. 1065-1068, 2021 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2021, Brussels, België, 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

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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

Samenvatting

Congres

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Projecten

SARSAR: AUTOMATIC REDEVELOPMENT SITES MONITORING USING SAR AND OPTICAL IMAGES

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