A Comparison of Satellite-Based Estimates of Urban Agglomeration Size for the Accra Area

Data on the extension of urban areas are important for analyzing growth dynamics and to support the planning of transport and service provision. Satellite-based remote sensing has proven extremely useful, especially in cities that experience fast spatial growth. Different approaches to satellite-bas...

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Main Authors: Lasse Møller-Jensen, Albert N. Allotey, Richard Y. Kofie, Paul W. K. Yankson
Format: Article
Language:English
Published: MDPI AG 2020-01-01
Series:ISPRS International Journal of Geo-Information
Subjects:
Online Access:https://www.mdpi.com/2220-9964/9/2/79
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spelling doaj-afd668a9e2454677acab1079ce81fd682020-11-25T01:45:08ZengMDPI AGISPRS International Journal of Geo-Information2220-99642020-01-01927910.3390/ijgi9020079ijgi9020079A Comparison of Satellite-Based Estimates of Urban Agglomeration Size for the Accra AreaLasse Møller-Jensen0Albert N. Allotey1Richard Y. Kofie2Paul W. K. Yankson3Department of Geosciences and Natural Resource Management, University of Copenhagen, Øster Voldgade 10, DK-1350 Copenhagen, DenmarkInstitute for Scientific & Technological Information, Council for Scientific & Industrial Research, P.O. Box CT-2211 Cantonments, Accra, GhanaInstitute for Scientific & Technological Information, Council for Scientific & Industrial Research, P.O. Box CT-2211 Cantonments, Accra, GhanaDepartment of Geography and Resource Development, University of Ghana, Legon-Accra, GhanaData on the extension of urban areas are important for analyzing growth dynamics and to support the planning of transport and service provision. Satellite-based remote sensing has proven extremely useful, especially in cities that experience fast spatial growth. Different approaches to satellite-based mapping may, however, produce different results concerning urban categorization and delineation, often making direct comparison misleading. This study analyses four different satellite-based studies of urban land cover in Accra, Ghana and presents a new land cover map based on visual interpretation of segmented Sentinel-2 imagery. The methods and results, as well as the underlying definition of “urban”, are compared and discussed. One method identifies exclusively areas with man-made, impervious surfaces, such as roads and buildings, as proxies for urban extent. Other methods aim to identify a broader set of land cover types, including green spaces, which are treated as part of the mixed urban fabric. Further differences are found in the way urban fringe areas under development are classified depending on their degree of urbanization, and in the distance threshold values used for defining the urban agglomeration. For the most recent maps we identify a difference in the measured size of the Accra agglomeration of almost 100%.https://www.mdpi.com/2220-9964/9/2/79urbanmapping methodsremote sensingagglomeration sizeaccra
collection DOAJ
language English
format Article
sources DOAJ
author Lasse Møller-Jensen
Albert N. Allotey
Richard Y. Kofie
Paul W. K. Yankson
spellingShingle Lasse Møller-Jensen
Albert N. Allotey
Richard Y. Kofie
Paul W. K. Yankson
A Comparison of Satellite-Based Estimates of Urban Agglomeration Size for the Accra Area
ISPRS International Journal of Geo-Information
urban
mapping methods
remote sensing
agglomeration size
accra
author_facet Lasse Møller-Jensen
Albert N. Allotey
Richard Y. Kofie
Paul W. K. Yankson
author_sort Lasse Møller-Jensen
title A Comparison of Satellite-Based Estimates of Urban Agglomeration Size for the Accra Area
title_short A Comparison of Satellite-Based Estimates of Urban Agglomeration Size for the Accra Area
title_full A Comparison of Satellite-Based Estimates of Urban Agglomeration Size for the Accra Area
title_fullStr A Comparison of Satellite-Based Estimates of Urban Agglomeration Size for the Accra Area
title_full_unstemmed A Comparison of Satellite-Based Estimates of Urban Agglomeration Size for the Accra Area
title_sort comparison of satellite-based estimates of urban agglomeration size for the accra area
publisher MDPI AG
series ISPRS International Journal of Geo-Information
issn 2220-9964
publishDate 2020-01-01
description Data on the extension of urban areas are important for analyzing growth dynamics and to support the planning of transport and service provision. Satellite-based remote sensing has proven extremely useful, especially in cities that experience fast spatial growth. Different approaches to satellite-based mapping may, however, produce different results concerning urban categorization and delineation, often making direct comparison misleading. This study analyses four different satellite-based studies of urban land cover in Accra, Ghana and presents a new land cover map based on visual interpretation of segmented Sentinel-2 imagery. The methods and results, as well as the underlying definition of “urban”, are compared and discussed. One method identifies exclusively areas with man-made, impervious surfaces, such as roads and buildings, as proxies for urban extent. Other methods aim to identify a broader set of land cover types, including green spaces, which are treated as part of the mixed urban fabric. Further differences are found in the way urban fringe areas under development are classified depending on their degree of urbanization, and in the distance threshold values used for defining the urban agglomeration. For the most recent maps we identify a difference in the measured size of the Accra agglomeration of almost 100%.
topic urban
mapping methods
remote sensing
agglomeration size
accra
url https://www.mdpi.com/2220-9964/9/2/79
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