Monitoring land-use and land-cover changes due to extensive urbanization in the Odaw River Basin of Accra, Ghana, 1991-2030

被引:18
作者
Ackom, Edward Kofi [1 ,2 ]
Adjei, Kwaku Amaning [1 ]
Odai, Samuel Nii [1 ,3 ]
机构
[1] KNUST, Coll Engn, Dept Civil Engn, Reg Water & Environm Sanitat Ctr,Kumasi RWESCK, Kumasi, Ghana
[2] CWSA, Accra, Ghana
[3] Accra Tech Univ, Accra, Ghana
关键词
LULC; Remote sensing; Landsat satellite image; Markov-cellular automata; Odaw River Basin; Prediction; CELLULAR-AUTOMATA MODELS; CA-MARKOV MODEL; USE/COVER CHANGE; URBAN EXPANSION; PROTECTED AREAS; DEFORESTATION; DEGRADATION; INTEGRATION; DYNAMICS; SIMULATE;
D O I
10.1007/s40808-020-00746-5
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Excessive urban growth has led to degradation in ecosystems in most underdeveloped countries. Using Landsat data and combination of unsupervised and supervised classification methods, extent and trends of variations in the urban environment of Odaw River Basin (ORB) in Accra from 1991 to 2016 were assessed. Evaluation of land-use and land-cover (LULC) assessment of revealed that the ORB has been subjected to four diverse rates of land degradation during the periods of 1991, 2002, 2011, and 2016. This is as a result of upsurge in settlement of about 238.20%. The Markov chain and cellular automation integrated model simulated the 2016 LULC patterns successfully due to the results of the comparison with the classified 2016 LULC. The expected LULC patterns for 2030 revealed that land degradation will be substantial in the northern, western, and the eastern portions of ORB where open forest, bare land, and closed forest are, respectively, transformed to settlement. These outcomes will provide a reference base for further research on hydrological response to the changing land use and land cover while helping the environmentalist fight against flooding in the study area.
引用
收藏
页码:1131 / 1143
页数:13
相关论文
共 57 条
[1]   Improving the capability of an integrated CA-Markov model to simulate spatio-temporal urban growth trends using an Analytical Hierarchy Process and Frequency Ratio [J].
Aburas, Maher Milad ;
Ho, Yuek Ming ;
Ramli, Mohammad Firuz ;
Ash'aari, Zulfa Hanan .
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2017, 59 :65-78
[2]   Monitoring and predicting land use change in Tripoli Metropolitan City using an integrated Markov chain and cellular automata models in GIS [J].
Al-sharif, Abubakr A. A. ;
Pradhan, Biswajeet .
ARABIAN JOURNAL OF GEOSCIENCES, 2014, 7 (10) :4291-4301
[3]   Land Use and Land Cover Changes in the Owabi Reservoir Catchment, Ghana: Implications for Livelihoods and Management [J].
Antwi-Agyei, Philip ;
Kpenekuu, Felix ;
Hogarh, Jonathan N. ;
Obiri-Danso, Kwasi ;
Abaidoo, Robert C. ;
Jeppesen, Erik ;
Andersen, Mathias Neumann .
GEOSCIENCES, 2019, 9 (07)
[4]   Integration of logistic regression, Markov chain and cellular automata models to simulate urban expansion [J].
Arsanjani, Jamal Jokar ;
Helbich, Marco ;
Kainz, Wolfgang ;
Boloorani, Ali Darvishi .
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2013, 21 :265-275
[5]   Monitoring land use and land cover changes due to extensive gold mining, urban expansion, and agriculture in the Pra River Basin of Ghana, 1986-2025 [J].
Awotwi, Alfred ;
Anornu, Geophrey Kwame ;
Quaye-Ballard, Jonathan Arthur ;
Annor, Thompson .
LAND DEGRADATION & DEVELOPMENT, 2018, 29 (10) :3331-3343
[6]  
Awotwi A, 2017, HELIYON, V3, DOI 10.1016/j.heliyon.2017.e00477
[7]  
Ayele GT, 2016, SPRING GEOGR, P51, DOI 10.1007/978-3-319-18787-7_4
[8]   Land Use/Land Cover Change and Environmental Impact Assessment in Beni-Mellal District (Morocco) Using Remote Sensing and GIS [J].
Barakat, Ahmed ;
Ouargaf, Zainabe ;
Khellouk, Rida ;
El Jazouli, Aafaf ;
Touhami, Fatima .
EARTH SYSTEMS AND ENVIRONMENT, 2019, 3 (01) :113-125
[9]   Spatial Analysis of Land Cover Changes in Eastern Tigray (Ethiopia) from 1965 to 2007: Are There Signs of a Forest Transition? [J].
Belay, Kassa Teka ;
Van Rompaey, Anton ;
Poesen, Jean ;
Van Bruyssel, Simon ;
Deckers, Jozef ;
Amare, Kassa .
LAND DEGRADATION & DEVELOPMENT, 2015, 26 (07) :680-689
[10]  
Blteanu D, 2016, SUSTAIN DEV MT REG, DOI [10.1007/978-3-319-20110-8_23, DOI 10.1007/978-3-319-20110-8_23]