Urban land cover and morphometric analysis for flash flood vulnerability mapping and riparian landscape conservation in Kebena River watershed, Addis Ababa
Addis Ababa city has a degraded stream ecosystem and redundant flash flooding that can destroy the existing urban infrastructure and utilities. This research aimed to map flash flood vulnerability of the Kebena watershed inside Addis Ababa and evaluate the status of the riparian landscape. Methodolo...
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Veröffentlicht in: | Applied geomatics 2021-03, Vol.13 (1), p.15-28 |
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description | Addis Ababa city has a degraded stream ecosystem and redundant flash flooding that can destroy the existing urban infrastructure and utilities. This research aimed to map flash flood vulnerability of the Kebena watershed inside Addis Ababa and evaluate the status of the riparian landscape. Methodologically, the study employed the Biophysical Composition Index (BCI) to detect impervious surfaces and the Normalized Difference Vegetation Index (NDVI) to classify the vegetation cover. The Arc-hydro tool was used to identify micro-watersheds and measure the morphometric factors, then principal component analysis (PCA) identified the surrogate factors. Fuzzy overlay analysis combined land cover and morphometric analysis results to produce the final flash flood vulnerability map. Moreover, riparian buffering at 15, 30, and 90 m distances were defined to measure the degree of imperviousness, greenness, and vulnerability to flash flooding. Accordingly, 969 ha of land was depicted within the watershed as flash flood vulnerable areas. These areas are primarily found in the southeastern and southwestern parts where impervious land cover prevailed, and the northwestern portion which has extremely rugged terrain and has a sparse vegetation cover. For all buffering distances, the proportion of impervious surface is greater than the vegetation cover. Even within 15 m buffering distance, which was set as the national urban planning standard. It is concluded that Kebena watershed is vulnerable to flash floods as the riparian landscape is dominated by impervious and depleted vegetation cover. Therefore, integrated geospatial and statistical techniques are helpful to devise a method for sustainable riparian landscape monitoring. |
doi_str_mv | 10.1007/s12518-020-00318-3 |
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This research aimed to map flash flood vulnerability of the Kebena watershed inside Addis Ababa and evaluate the status of the riparian landscape. Methodologically, the study employed the Biophysical Composition Index (BCI) to detect impervious surfaces and the Normalized Difference Vegetation Index (NDVI) to classify the vegetation cover. The Arc-hydro tool was used to identify micro-watersheds and measure the morphometric factors, then principal component analysis (PCA) identified the surrogate factors. Fuzzy overlay analysis combined land cover and morphometric analysis results to produce the final flash flood vulnerability map. Moreover, riparian buffering at 15, 30, and 90 m distances were defined to measure the degree of imperviousness, greenness, and vulnerability to flash flooding. Accordingly, 969 ha of land was depicted within the watershed as flash flood vulnerable areas. These areas are primarily found in the southeastern and southwestern parts where impervious land cover prevailed, and the northwestern portion which has extremely rugged terrain and has a sparse vegetation cover. For all buffering distances, the proportion of impervious surface is greater than the vegetation cover. Even within 15 m buffering distance, which was set as the national urban planning standard. It is concluded that Kebena watershed is vulnerable to flash floods as the riparian landscape is dominated by impervious and depleted vegetation cover. Therefore, integrated geospatial and statistical techniques are helpful to devise a method for sustainable riparian landscape monitoring.</description><identifier>ISSN: 1866-9298</identifier><identifier>EISSN: 1866-928X</identifier><identifier>DOI: 10.1007/s12518-020-00318-3</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Analysis ; Earth and Environmental Science ; Flash flooding ; Flash floods ; Flooding ; Floods ; Geographical Information Systems/Cartography ; Geography ; Geophysics/Geodesy ; Land cover ; Landscape ; Landscape protection ; Measurement Science and Instrumentation ; Morphometry ; Original Paper ; Plant cover ; Principal components analysis ; Protection and preservation ; Remote Sensing/Photogrammetry ; Stream degradation ; Surveying ; Urban planning ; Vegetation ; Vegetation cover ; Vulnerability ; Watersheds</subject><ispartof>Applied geomatics, 2021-03, Vol.13 (1), p.15-28</ispartof><rights>Società Italiana di Fotogrammetria e Topografia (SIFET) 2020</rights><rights>COPYRIGHT 2021 Springer</rights><rights>Società Italiana di Fotogrammetria e Topografia (SIFET) 2020.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c392t-4098e5d0351eef8c9859e5049be957c49e94e9317675fc0689c27b57eb78b5c23</citedby><cites>FETCH-LOGICAL-c392t-4098e5d0351eef8c9859e5049be957c49e94e9317675fc0689c27b57eb78b5c23</cites><orcidid>0000-0003-3283-1776</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s12518-020-00318-3$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s12518-020-00318-3$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,780,784,27924,27925,41488,42557,51319</link.rule.ids></links><search><creatorcontrib>Mohamed, Asfaw</creatorcontrib><creatorcontrib>Worku, Hailu</creatorcontrib><title>Urban land cover and morphometric analysis for flash flood vulnerability mapping and riparian landscape conservation in Kebena River watershed, Addis Ababa</title><title>Applied geomatics</title><addtitle>Appl Geomat</addtitle><description>Addis Ababa city has a degraded stream ecosystem and redundant flash flooding that can destroy the existing urban infrastructure and utilities. This research aimed to map flash flood vulnerability of the Kebena watershed inside Addis Ababa and evaluate the status of the riparian landscape. Methodologically, the study employed the Biophysical Composition Index (BCI) to detect impervious surfaces and the Normalized Difference Vegetation Index (NDVI) to classify the vegetation cover. The Arc-hydro tool was used to identify micro-watersheds and measure the morphometric factors, then principal component analysis (PCA) identified the surrogate factors. Fuzzy overlay analysis combined land cover and morphometric analysis results to produce the final flash flood vulnerability map. Moreover, riparian buffering at 15, 30, and 90 m distances were defined to measure the degree of imperviousness, greenness, and vulnerability to flash flooding. Accordingly, 969 ha of land was depicted within the watershed as flash flood vulnerable areas. These areas are primarily found in the southeastern and southwestern parts where impervious land cover prevailed, and the northwestern portion which has extremely rugged terrain and has a sparse vegetation cover. For all buffering distances, the proportion of impervious surface is greater than the vegetation cover. Even within 15 m buffering distance, which was set as the national urban planning standard. It is concluded that Kebena watershed is vulnerable to flash floods as the riparian landscape is dominated by impervious and depleted vegetation cover. Therefore, integrated geospatial and statistical techniques are helpful to devise a method for sustainable riparian landscape monitoring.</description><subject>Analysis</subject><subject>Earth and Environmental Science</subject><subject>Flash flooding</subject><subject>Flash floods</subject><subject>Flooding</subject><subject>Floods</subject><subject>Geographical Information Systems/Cartography</subject><subject>Geography</subject><subject>Geophysics/Geodesy</subject><subject>Land cover</subject><subject>Landscape</subject><subject>Landscape protection</subject><subject>Measurement Science and Instrumentation</subject><subject>Morphometry</subject><subject>Original Paper</subject><subject>Plant cover</subject><subject>Principal components analysis</subject><subject>Protection and preservation</subject><subject>Remote Sensing/Photogrammetry</subject><subject>Stream degradation</subject><subject>Surveying</subject><subject>Urban planning</subject><subject>Vegetation</subject><subject>Vegetation cover</subject><subject>Vulnerability</subject><subject>Watersheds</subject><issn>1866-9298</issn><issn>1866-928X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNp9Uctq3DAUNaWBhjQ_0JWgq0Kd6mFZ1nIIfYQECnlAdkKSr2cUbMmVNJPOt_Rno4lDSzaVQPdwOedcXU5VfSD4jGAsviRCOelqTHGNMSuIvamOSde2taTd_du_WHbvqtOUHvDhCMwbelz9uYtGezRq3yMbdhDRAU0hzpswQY7OloYe98klNISIhlGnTXlD6NFuO3qI2rjR5T2a9Dw7v37WRzfr6F58k9UzFHOfIO50dsEj59ElGPAaXbvDzEedIaYN9J_Rqu_LqJXRRr-vjgY9Jjh9qSfV3bevt-c_6quf3y_OV1e1ZZLmusGyA95jxgnA0FnZcQkcN9KA5MI2EmQDkhHRCj5Y3HbSUmG4ACM6wy1lJ9XHxXeO4dcWUlYPYRvL1knRRmJKcStFYZ0trLUeQTk_hBy1LbeHyZXtYHClvxJESCZIK4vg0ytB4WT4ndd6m5K6uLl-zaUL18aQUoRBzdFNOu4VweoQslpCViVk9RyyYkXEFlEqZL-G-O_f_1E9ASmfquI</recordid><startdate>20210301</startdate><enddate>20210301</enddate><creator>Mohamed, Asfaw</creator><creator>Worku, Hailu</creator><general>Springer Berlin Heidelberg</general><general>Springer</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>ISR</scope><scope>7TN</scope><scope>F1W</scope><scope>H96</scope><scope>L.G</scope><orcidid>https://orcid.org/0000-0003-3283-1776</orcidid></search><sort><creationdate>20210301</creationdate><title>Urban land cover and morphometric analysis for flash flood vulnerability mapping and riparian landscape conservation in Kebena River watershed, Addis Ababa</title><author>Mohamed, Asfaw ; Worku, Hailu</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c392t-4098e5d0351eef8c9859e5049be957c49e94e9317675fc0689c27b57eb78b5c23</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Analysis</topic><topic>Earth and Environmental Science</topic><topic>Flash flooding</topic><topic>Flash floods</topic><topic>Flooding</topic><topic>Floods</topic><topic>Geographical Information Systems/Cartography</topic><topic>Geography</topic><topic>Geophysics/Geodesy</topic><topic>Land cover</topic><topic>Landscape</topic><topic>Landscape protection</topic><topic>Measurement Science and Instrumentation</topic><topic>Morphometry</topic><topic>Original Paper</topic><topic>Plant cover</topic><topic>Principal components analysis</topic><topic>Protection and preservation</topic><topic>Remote Sensing/Photogrammetry</topic><topic>Stream degradation</topic><topic>Surveying</topic><topic>Urban planning</topic><topic>Vegetation</topic><topic>Vegetation cover</topic><topic>Vulnerability</topic><topic>Watersheds</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Mohamed, Asfaw</creatorcontrib><creatorcontrib>Worku, Hailu</creatorcontrib><collection>CrossRef</collection><collection>Gale In Context: Science</collection><collection>Oceanic Abstracts</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><jtitle>Applied geomatics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Mohamed, Asfaw</au><au>Worku, Hailu</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Urban land cover and morphometric analysis for flash flood vulnerability mapping and riparian landscape conservation in Kebena River watershed, Addis Ababa</atitle><jtitle>Applied geomatics</jtitle><stitle>Appl Geomat</stitle><date>2021-03-01</date><risdate>2021</risdate><volume>13</volume><issue>1</issue><spage>15</spage><epage>28</epage><pages>15-28</pages><issn>1866-9298</issn><eissn>1866-928X</eissn><abstract>Addis Ababa city has a degraded stream ecosystem and redundant flash flooding that can destroy the existing urban infrastructure and utilities. This research aimed to map flash flood vulnerability of the Kebena watershed inside Addis Ababa and evaluate the status of the riparian landscape. Methodologically, the study employed the Biophysical Composition Index (BCI) to detect impervious surfaces and the Normalized Difference Vegetation Index (NDVI) to classify the vegetation cover. The Arc-hydro tool was used to identify micro-watersheds and measure the morphometric factors, then principal component analysis (PCA) identified the surrogate factors. Fuzzy overlay analysis combined land cover and morphometric analysis results to produce the final flash flood vulnerability map. Moreover, riparian buffering at 15, 30, and 90 m distances were defined to measure the degree of imperviousness, greenness, and vulnerability to flash flooding. Accordingly, 969 ha of land was depicted within the watershed as flash flood vulnerable areas. These areas are primarily found in the southeastern and southwestern parts where impervious land cover prevailed, and the northwestern portion which has extremely rugged terrain and has a sparse vegetation cover. For all buffering distances, the proportion of impervious surface is greater than the vegetation cover. Even within 15 m buffering distance, which was set as the national urban planning standard. It is concluded that Kebena watershed is vulnerable to flash floods as the riparian landscape is dominated by impervious and depleted vegetation cover. Therefore, integrated geospatial and statistical techniques are helpful to devise a method for sustainable riparian landscape monitoring.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer Berlin Heidelberg</pub><doi>10.1007/s12518-020-00318-3</doi><tpages>14</tpages><orcidid>https://orcid.org/0000-0003-3283-1776</orcidid></addata></record> |
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subjects | Analysis Earth and Environmental Science Flash flooding Flash floods Flooding Floods Geographical Information Systems/Cartography Geography Geophysics/Geodesy Land cover Landscape Landscape protection Measurement Science and Instrumentation Morphometry Original Paper Plant cover Principal components analysis Protection and preservation Remote Sensing/Photogrammetry Stream degradation Surveying Urban planning Vegetation Vegetation cover Vulnerability Watersheds |
title | Urban land cover and morphometric analysis for flash flood vulnerability mapping and riparian landscape conservation in Kebena River watershed, Addis Ababa |
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