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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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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