IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v11y2019i19p5174-d269341.html
   My bibliography  Save this article

Evaluating Land Use and Land Cover Change in the Gaborone Dam Catchment, Botswana, from 1984–2015 Using GIS and Remote Sensing

Author

Listed:
  • Botlhe Matlhodi

    (Department of Environmental Science, Faculty of Science, University of Botswana, P/Bag UB 00704 Gaborone, Botswana)

  • Piet K. Kenabatho

    (Department of Environmental Science, Faculty of Science, University of Botswana, P/Bag UB 00704 Gaborone, Botswana)

  • Bhagabat P. Parida

    (Department of Civil Engineering, Faculty of Engineering and Technology, University of Botswana, P/Bag UB 0061 Gaborone, Botswana)

  • Joyce G. Maphanyane

    (Department of Environmental Science, Faculty of Science, University of Botswana, P/Bag UB 00704 Gaborone, Botswana)

Abstract

Land use land cover (LULC) change is one of the major driving forces of global environmental change in many developing countries. In this study, LULC changes were evaluated in the Gaborone dam catchment in Botswana between 1984 and 2015. The catchment is a major source of water supply to Gaborone city and its surrounding areas. The study employed Remote Sensing and Geographical Information System (GIS) using Landsat imagery of 1984, 1995, 2005 and 2015. Image classification for each of these imageries was done through supervised classification using the Maximum Likelihood Classifier. Six major LULC categories, cropland, bare land, shrub land, built-up area, tree savanna and water bodies, were identified in the catchment. It was observed that shrub land and tree savanna were the major LULC categories between 1984 and 2005 while shrub land and cropland dominated the catchment area in 2015. The rates of change were generally faster in the 1995–2005 and 2005–2015 periods. For these periods, built-up areas increased by 59.8 km 2 (108.3%) and 113.2 km 2 (98.5%), respectively, while bare land increased by 50.3 km 2 (161.1%) and 99.1 km 2 (121.5%). However, in the overall period between 1984 and 2015, significant losses were observed for shrub land, 763 km 2 (29.4%) and tree savanna, 674 km 2 (71.3%). The results suggest the need to closely monitor LULC changes at a catchment scale to facilitate water resource management and to maintain a sustainable environment.

Suggested Citation

  • Botlhe Matlhodi & Piet K. Kenabatho & Bhagabat P. Parida & Joyce G. Maphanyane, 2019. "Evaluating Land Use and Land Cover Change in the Gaborone Dam Catchment, Botswana, from 1984–2015 Using GIS and Remote Sensing," Sustainability, MDPI, vol. 11(19), pages 1-21, September.
  • Handle: RePEc:gam:jsusta:v:11:y:2019:i:19:p:5174-:d:269341
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/11/19/5174/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/11/19/5174/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Eugenia Kalnay & Ming Cai, 2003. "Impact of urbanization and land-use change on climate," Nature, Nature, vol. 423(6939), pages 528-531, May.
    2. Lubowski, Ruben N. & Bucholtz, Shawn & Claassen, Roger & Roberts, Michael J. & Cooper, Joseph C. & Gueorguieva, Anna & Johansson, Robert C., 2006. "Environmental Effects Of Agricultural Land-Use Change: The Role Of Economics And Policy," Economic Research Report 33591, United States Department of Agriculture, Economic Research Service.
    3. Peter H Verburg & Jan R Ritsema van Eck & Ton C M de Nijs & Martin J Dijst & Paul Schot, 2004. "Determinants of Land-Use Change Patterns in the Netherlands," Environment and Planning B, , vol. 31(1), pages 125-150, February.
    4. McGill, B. M. & Altchenko, Yvan & Hamilton, S. K. & Kenabatho, P. K. & Sylvester, S. R. & Villholth, Karen G., 2019. "Complex interactions between climate change, sanitation, and groundwater quality: a case study from Ramotswa, Botswana," Papers published in Journals (Open Access), International Water Management Institute, pages 27(3):997-1.
    5. Jonathan M. Kamwi & Moses A. Cho & Christoph Kaetsch & Samuel O. Manda & Friedrich P. Graz & Paxie W. Chirwa, 2018. "Assessing the Spatial Drivers of Land Use and Land Cover Change in the Protected and Communal Areas of the Zambezi Region, Namibia," Land, MDPI, vol. 7(4), pages 1-13, November.
    6. Peng Tian & Jialin Li & Hongbo Gong & Ruiliang Pu & Luodan Cao & Shuyao Shao & Zuoqi Shi & Xiuli Feng & Lijia Wang & Riuqing Liu, 2019. "Research on Land Use Changes and Ecological Risk Assessment in Yongjiang River Basin in Zhejiang Province, China," Sustainability, MDPI, vol. 11(10), pages 1-20, May.
    7. Dale Blair & Charlie M. Shackleton & Penelope J. Mograbi, 2018. "Cropland Abandonment in South African Smallholder Communal Lands: Land Cover Change (1950–2010) and Farmer Perceptions of Contributing Factors," Land, MDPI, vol. 7(4), pages 1-20, October.
    8. Akinyemi, Felicia O. & Mashame, Gofamodimo, 2018. "Analysis of land change in the dryland agricultural landscapes of eastern Botswana," Land Use Policy, Elsevier, vol. 76(C), pages 798-811.
    9. John Tyler Fox & Mark E. Vandewalle & Kathleen A. Alexander, 2017. "Land Cover Change in Northern Botswana: The Influence of Climate, Fire, and Elephants on Semi-Arid Savanna Woodlands," Land, MDPI, vol. 6(4), pages 1-23, October.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Hossain Mohammad Arifeen & Md. Shahariar Chowdhury & Haoran Zhang & Tanita Suepa & Nowshad Amin & Kuaanan Techato & Warangkana Jutidamrongphan, 2021. "Role of a Mine in Changing Its Surroundings—Land Use and Land Cover and Impact on the Natural Environment in Barapukuria, Bangladesh," Sustainability, MDPI, vol. 13(24), pages 1-19, December.
    2. Dawit Samuel Teshome & Habitamu Taddese & Terefe Tolessa & Moges Kidane & Songcai You, 2022. "Drivers and Implications of Land Cover Dynamics in Muger Sub-Basin, Abay Basin, Ethiopia," Sustainability, MDPI, vol. 14(18), pages 1-19, September.
    3. Ephias Mugari & Hillary Masundire & Maitseo Bolaane, 2020. "Adapting to Climate Change in Semi-Arid Rural Areas: A Case of the Limpopo Basin Part of Botswana," Sustainability, MDPI, vol. 12(20), pages 1-34, October.
    4. Ephias Mugari & Hillary Masundire, 2022. "Consistent Changes in Land-Use/Land-Cover in Semi-Arid Areas: Implications on Ecosystem Service Delivery and Adaptation in the Limpopo Basin, Botswana," Land, MDPI, vol. 11(11), pages 1-20, November.
    5. Bhanage Vinayak & Han Soo Lee & Shirishkumar Gedem, 2021. "Prediction of Land Use and Land Cover Changes in Mumbai City, India, Using Remote Sensing Data and a Multilayer Perceptron Neural Network-Based Markov Chain Model," Sustainability, MDPI, vol. 13(2), pages 1-22, January.
    6. Jamal Suliman Alawamy & Siva K. Balasundram & Ahmad Husni Mohd. Hanif & Christopher Teh Boon Sung, 2020. "Detecting and Analyzing Land Use and Land Cover Changes in the Region of Al-Jabal Al-Akhdar, Libya Using Time-Series Landsat Data from 1985 to 2017," Sustainability, MDPI, vol. 12(11), pages 1-24, June.
    7. Wakjira Takala Dibaba & Tamene Adugna Demissie & Konrad Miegel, 2020. "Drivers and Implications of Land Use/Land Cover Dynamics in Finchaa Catchment, Northwestern Ethiopia," Land, MDPI, vol. 9(4), pages 1-20, April.
    8. Owais Bashir & Shabir Ahmad Bangroo & Wei Guo & Gowhar Meraj & Gebiaw T. Ayele & Nasir Bashir Naikoo & Shahid Shafai & Perminder Singh & Mohammad Muslim & Habitamu Taddese & Irfan Gani & Shafeeq Ur Ra, 2022. "Simulating Spatiotemporal Changes in Land Use and Land Cover of the North-Western Himalayan Region Using Markov Chain Analysis," Land, MDPI, vol. 11(12), pages 1-18, December.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Lü, Da & Gao, Guangyao & Lü, Yihe & Xiao, Feiyan & Fu, Bojie, 2020. "Detailed land use transition quantification matters for smart land management in drylands: An in-depth analysis in Northwest China," Land Use Policy, Elsevier, vol. 90(C).
    2. Yang, Yuanyuan & Bao, Wenkai & Liu, Yansui, 2020. "Scenario simulation of land system change in the Beijing-Tianjin-Hebei region," Land Use Policy, Elsevier, vol. 96(C).
    3. Mugido, Worship & Shackleton, Charlie M., 2019. "The contribution of NTFPS to rural livelihoods in different agro-ecological zones of South Africa," Forest Policy and Economics, Elsevier, vol. 109(C).
    4. Ahmed, Khalid, 2015. "The sheer scale of China’s urban renewal and CO2 emissions: Multiple structural breaks, long-run relationship and short-run dynamics," MPRA Paper 71035, University Library of Munich, Germany.
    5. Barbón, A. & Fortuny Ayuso, P. & Bayón, L. & Silva, C.A., 2023. "Experimental and numerical investigation of the influence of terrain slope on the performance of single-axis trackers," Applied Energy, Elsevier, vol. 348(C).
    6. Isaac Sarfo & Bi Shuoben & Li Beibei & Solomon Obiri Yeboah Amankwah & Emmanuel Yeboah & John Ernest Koku & Edward Kweku Nunoo & Clement Kwang, 2022. "Spatiotemporal development of land use systems, influences and climate variability in Southwestern Ghana (1970–2020)," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(8), pages 9851-9883, August.
    7. Jennifer M. Alix-Garcia & Elizabeth N. Shapiro & Katharine R. E. Sims, 2012. "Forest Conservation and Slippage: Evidence from Mexico’s National Payments for Ecosystem Services Program," Land Economics, University of Wisconsin Press, vol. 88(4), pages 613-638.
    8. Miao, Ruiqing & Hennessy, David A. & Feng, Hongli, 2016. "The Effects of Crop Insurance Subsidies and Sodsaver on Land-Use Change," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 41(2), May.
    9. Camacho, Carmen & Pérez-Barahona, Agustín, 2015. "Land use dynamics and the environment," Journal of Economic Dynamics and Control, Elsevier, vol. 52(C), pages 96-118.
    10. Lina Eklund & Abdulhakim Abdi & Mine Islar, 2017. "From Producers to Consumers: The Challenges and Opportunities of Agricultural Development in Iraqi Kurdistan," Land, MDPI, vol. 6(2), pages 1-14, June.
    11. Xiaolong Jin & Penghui Jiang & Haoyang Du & Dengshuai Chen & Manchun Li, 2021. "Response of local temperature variation to land cover and land use intensity changes in China over the last 30 years," Climatic Change, Springer, vol. 164(3), pages 1-20, February.
    12. Teodoro Semeraro & Roberta Aretano & Amilcare Barca & Alessandro Pomes & Cecilia Del Giudice & Elisa Gatto & Marcello Lenucci & Riccardo Buccolieri & Rohinton Emmanuel & Zhi Gao & Alessandra Scognamig, 2020. "A Conceptual Framework to Design Green Infrastructure: Ecosystem Services as an Opportunity for Creating Shared Value in Ground Photovoltaic Systems," Land, MDPI, vol. 9(8), pages 1-28, July.
    13. Czyżewski, Bazyli & Kryszak, Łukasz, 2017. "Wpływ typów rolnictwa na emisję gazów cieplarnianych," Village and Agriculture (Wieś i Rolnictwo), Polish Academy of Sciences (IRWiR PAN), Institute of Rural and Agricultural Development, vol. 1(174).
    14. Kai Jin & Fei Wang & Deliang Chen & Qiao Jiao & Lei Xia & Luuk Fleskens & Xingmin Mu, 2015. "Assessment of urban effect on observed warming trends during 1955–2012 over China: a case of 45 cities," Climatic Change, Springer, vol. 132(4), pages 631-643, October.
    15. Caiyao Xu & Lijie Pu & Ming Zhu & Jianguo Li & Xinjian Chen & Xiaohan Wang & Xuefeng Xie, 2016. "Ecological Security and Ecosystem Services in Response to Land Use Change in the Coastal Area of Jiangsu, China," Sustainability, MDPI, vol. 8(8), pages 1-24, August.
    16. Hongyan Cai & Xinliang Xu, 2017. "Impacts of Built-Up Area Expansion in 2D and 3D on Regional Surface Temperature," Sustainability, MDPI, vol. 9(10), pages 1-16, October.
    17. Jinling Quan, 2019. "Multi-Temporal Effects of Urban Forms and Functions on Urban Heat Islands Based on Local Climate Zone Classification," IJERPH, MDPI, vol. 16(12), pages 1-35, June.
    18. Guibor Camargo & Andrés Miguel Sampayo & Andrés Peña Galindo & Francisco J Escobedo & Fernando Carriazo & Alejandro Feged-Rivadeneira, 2020. "Exploring the dynamics of migration, armed conflict, urbanization, and anthropogenic change in Colombia," PLOS ONE, Public Library of Science, vol. 15(11), pages 1-18, November.
    19. Hoekman, S. Kent & Broch, Amber, 2018. "Environmental implications of higher ethanol production and use in the U.S.: A literature review. Part II – Biodiversity, land use change, GHG emissions, and sustainability," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P2), pages 3159-3177.
    20. Sridhara Nayak, 2021. "Land use and land cover change and their impact on temperature over central India," Letters in Spatial and Resource Sciences, Springer, vol. 14(2), pages 129-140, August.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:11:y:2019:i:19:p:5174-:d:269341. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.