IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v13y2021i8p4092-d531386.html
   My bibliography  Save this article

Land-Use and Land-Cover (LULC) Change Detection and the Implications for Coastal Water Resource Management in the Wami–Ruvu Basin, Tanzania

Author

Listed:
  • Jamila Ngondo

    (State Key Laboratory of Estuarine and Coastal Research, East China Normal University, Shanghai 200241, China
    Department of Geography and Economics, Dar es Salaam University College of Education, Dar es Salaam 2329, Tanzania)

  • Joseph Mango

    (State Key Laboratory of Estuarine and Coastal Research, East China Normal University, Shanghai 200241, China
    Department of Transportation and Geotechnical Engineering, University of Dar es Salaam, Dar es Salaam 35131, Tanzania)

  • Ruiqing Liu

    (State Key Laboratory of Estuarine and Coastal Research, East China Normal University, Shanghai 200241, China)

  • Joel Nobert

    (Department of Water Resources Engineering, University of Dar es Salaam, Dar es Salaam 35131, Tanzania)

  • Alfonse Dubi

    (Department of Transportation and Geotechnical Engineering, University of Dar es Salaam, Dar es Salaam 35131, Tanzania)

  • Heqin Cheng

    (State Key Laboratory of Estuarine and Coastal Research, East China Normal University, Shanghai 200241, China)

Abstract

Evaluation of river basins requires land-use and land-cover (LULC) change detection to determine hydrological and ecological conditions for sustainable use of their resources. This study assessed LULC changes over 28 years (1990–2018) in the Wami–Ruvu Basin, located in Tanzania, Africa. Six pairs of images acquired using Landsat 5 TM and 8 OLI sensors in 1990 and 2018, respectively, were mosaicked into a single composite image of the basin. A supervised classification using the Neural Network classifier and training data was used to create LULC maps for 1990 and 2018, and targeted the following eight classes of agriculture, forest, grassland, bushland, built-up, bare soil, water, and wetland. The results show that over the past three decades, water and wetland areas have decreased by 0.3%, forest areas by 15.4%, and grassland by 6.7%, while agricultural, bushland, bare soil, and the built-up areas have increased by 11.6%, 8.2%, 1.6%, and 0.8%, respectively. LULC transformations were assessed with water discharge, precipitation, and temperature, and the population from 1990 to 2018. The results revealed decreases in precipitation, water discharge by 4130 m 3 , temperature rise by 1 °C, and an increase in population from 5.4 to 10 million. For proper management of water-resources, we propose three strategies for water-use efficiency-techniques, a review legal frameworks, and time-based LULC monitoring. This study provides a reference for water resources sustainability for other countries with basins threatened by LULC changes.

Suggested Citation

  • Jamila Ngondo & Joseph Mango & Ruiqing Liu & Joel Nobert & Alfonse Dubi & Heqin Cheng, 2021. "Land-Use and Land-Cover (LULC) Change Detection and the Implications for Coastal Water Resource Management in the Wami–Ruvu Basin, Tanzania," Sustainability, MDPI, vol. 13(8), pages 1-23, April.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:8:p:4092-:d:531386
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/13/8/4092/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/13/8/4092/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Rimal, Bhagawat & Sharma, Roshan & Kunwar, Ripu & Keshtkar, Hamidreza & Stork, Nigel E. & Rijal, Sushila & Rahman, Syed Ajijur & Baral, Himlal, 2019. "Effects of land use and land cover change on ecosystem services in the Koshi River Basin, Eastern Nepal," Ecosystem Services, Elsevier, vol. 38(C), pages 1-1.
    2. Evidence Chinedu Enoguanbhor & Florian Gollnow & Jonas Ostergaard Nielsen & Tobia Lakes & Blake Byron Walker, 2019. "Land Cover Change in the Abuja City-Region, Nigeria: Integrating GIS and Remotely Sensed Data to Support Land Use Planning," Sustainability, MDPI, vol. 11(5), pages 1-18, March.
    3. Carolyn Loh, 2011. "Assessing and Interpreting Non-conformance in Land-use Planning Implementation," Planning Practice & Research, Taylor & Francis Journals, vol. 26(3), pages 271-287.
    4. Sekela Twisa & Manfred F. Buchroithner, 2019. "Land-Use and Land-Cover (LULC) Change Detection in Wami River Basin, Tanzania," Land, MDPI, vol. 8(9), pages 1-15, September.
    5. Sonam Wangyel Wang & Belay Manjur Gebru & Munkhnasan Lamchin & Rijan Bhakta Kayastha & Woo-Kyun Lee, 2020. "Land Use and Land Cover Change Detection and Prediction in the Kathmandu District of Nepal Using Remote Sensing and GIS," Sustainability, MDPI, vol. 12(9), pages 1-18, May.
    6. Beatrice Asenso Barnieh & Li Jia & Massimo Menenti & Jie Zhou & Yelong Zeng, 2020. "Mapping Land Use Land Cover Transitions at Different Spatiotemporal Scales in West Africa," Sustainability, MDPI, vol. 12(20), pages 1-52, 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. Taingaun Sourn & Sophak Pok & Phanith Chou & Nareth Nut & Dyna Theng & Phanna Rath & Manuel R. Reyes & P.V. Vara Prasad, 2021. "Evaluation of Land Use and Land Cover Change and Its Drivers in Battambang Province, Cambodia from 1998 to 2018," Sustainability, MDPI, vol. 13(20), pages 1-22, October.
    2. Lucas Theodori Ntukey & Linus Kasian Munishi & Edward Kohi & Anna Christina Treydte, 2022. "Land Use/Cover Change Reduces Elephant Habitat Suitability in the Wami Mbiki–Saadani Wildlife Corridor, Tanzania," Land, MDPI, vol. 11(2), pages 1-20, February.
    3. Taingaun Sourn & Sophak Pok & Phanith Chou & Nareth Nut & Dyna Theng & P. V. Vara Prasad, 2022. "Assessment of Land Use and Land Cover Changes on Soil Erosion Using Remote Sensing, GIS and RUSLE Model: A Case Study of Battambang Province, Cambodia," Sustainability, MDPI, vol. 14(7), pages 1-24, March.
    4. Herrieth Machiwa & Joseph Mango & Dhritiraj Sengupta & Yunxuan Zhou, 2021. "Using Time-Series Remote Sensing Images in Monitoring the Spatial–Temporal Dynamics of LULC in the Msimbazi Basin, Tanzania," Land, MDPI, vol. 10(11), pages 1-15, October.

    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. Srijana Shrestha & Khem Narayan Poudyal & Nawraj Bhattarai & Mohan B. Dangi & John J. Boland, 2022. "An Assessment of the Impact of Land Use and Land Cover Change on the Degradation of Ecosystem Service Values in Kathmandu Valley Using Remote Sensing and GIS," Sustainability, MDPI, vol. 14(23), pages 1-18, November.
    2. Lucas Theodori Ntukey & Linus Kasian Munishi & Anna Christina Treydte, 2022. "Land Use Land/Cover Change Reduces Woody Plant Diversity and Carbon Stocks in a Lowland Coastal Forest Ecosystem, Tanzania," Sustainability, MDPI, vol. 14(14), pages 1-19, July.
    3. Meng Wang & Aleksandra Krstikj & Huan Liu, 2022. "Planning Compact City in Rapidly Growing Cities—An Estimation of the Effects of New-Type Urbanization Planning in Hangzhou City," Land, MDPI, vol. 11(11), pages 1-16, October.
    4. Sarfo, Isaac & Qiao, Jiajun & Yeboah, Emmanuel & Puplampu, Dzifa Adimle & Kwang, Clement & Fynn, Iris Ekua Mensimah & Batame, Michael & Appea, Emmanuella Aboagye & Hagan, Daniel Fiifi Tawia & Ayelazun, 2024. "Meta-analysis of land use systems development in Africa: Trajectories, implications, adaptive capacity, and future dynamics," Land Use Policy, Elsevier, vol. 144(C).
    5. Hari Prasad Sharma & Bhagawat Rimal & Mingxia Zhang & Sandhya Sharma & Laxman Prasad Poudyal & Sujan Maharjan & Ripu Kunwar & Prativa Kaspal & Namrata Bhandari & Laxmi Baral & Sujita Dhakal & Ashish T, 2020. "Potential Distribution of the Critically Endangered Chinese Pangolin ( Manis pentadactyla ) in Different Land Covers of Nepal: Implications for Conservation," Sustainability, MDPI, vol. 12(3), pages 1-13, February.
    6. Thériault, Marius & Le Berre, Iwan & Dubé, Jean & Maulpoix, Adeline & Vandersmissen, Marie-Hélène, 2020. "The effects of land use planning on housing spread: A case study in the region of Brest, France," Land Use Policy, Elsevier, vol. 92(C).
    7. Taingaun Sourn & Sophak Pok & Phanith Chou & Nareth Nut & Dyna Theng & Phanna Rath & Manuel R. Reyes & P.V. Vara Prasad, 2021. "Evaluation of Land Use and Land Cover Change and Its Drivers in Battambang Province, Cambodia from 1998 to 2018," Sustainability, MDPI, vol. 13(20), pages 1-22, October.
    8. Beatrice Asenso Barnieh & Li Jia & Massimo Menenti & Min Jiang & Jie Zhou & Yelong Zeng & Ali Bennour, 2021. "Modeling the Underlying Drivers of Natural Vegetation Occurrence in West Africa with Binary Logistic Regression Method," Sustainability, MDPI, vol. 13(9), pages 1-37, April.
    9. Guan Li & Zhongguo Xu & Cifang Wu & Yuefei Zhuo & Xinhua Tong & Yanfei Wei & Xiaoqiang Shen, 2019. "Inside or Outside? The Impact Factors of Zoning–Land Use Mismatch," Sustainability, MDPI, vol. 12(1), pages 1-25, December.
    10. Sophie C Rudolf & Simona R Grădinaru, 2019. "The quality and implementation of local plans: An integrated evaluation," Environment and Planning B, , vol. 46(5), pages 880-896, June.
    11. Feifeng Jiang & Kwok Kit Richard Yuen & Eric Wai Ming Lee & Jun Ma, 2020. "Analysis of Run-Off-Road Accidents by Association Rule Mining and Geographic Information System Techniques on Imbalanced Datasets," Sustainability, MDPI, vol. 12(12), pages 1-32, June.
    12. Zhang, Yan & Wu, Tong & Song, Changsu & Hein, Lars & Shi, Faqi & Han, Mingchen & Ouyang, Zhiyun, 2022. "Influences of climate change and land use change on the interactions of ecosystem services in China’s Xijiang River Basin," Ecosystem Services, Elsevier, vol. 58(C).
    13. Francis Rathinam & Sayak Khatua & Zeba Siddiqui & Manya Malik & Pallavi Duggal & Samantha Watson & Xavier Vollenweider, 2021. "Using big data for evaluating development outcomes: A systematic map," Campbell Systematic Reviews, John Wiley & Sons, vol. 17(3), September.
    14. Xindong Du & Xiaoke Zhang & Huan Wang & Xiaojuan Zhi & Jianyuan Huang, 2020. "Assessing Green Space Potential Accessibility through Urban Artificial Building Data in Nanjing, China," Sustainability, MDPI, vol. 12(23), pages 1-11, November.
    15. Carlos Rosero & Xosé Otero & Cinthya Bravo & Catherine Frey, 2023. "Multitemporal Incidence of Landscape Fragmentation in a Protected Area of Central Andean Ecuador," Land, MDPI, vol. 12(2), pages 1-21, February.
    16. Dehuan Li & Wei Sun & Fan Xia & Yixuan Yang & Yujing Xie, 2021. "Can Habitat Quality Index Measured Using the InVEST Model Explain Variations in Bird Diversity in an Urban Area?," Sustainability, MDPI, vol. 13(10), pages 1-27, May.
    17. Małgorzata Blaszke & Iwona Foryś & Maciej J. Nowak & Bartosz Mickiewicz, 2022. "Selected Characteristics of Municipalities as Determinants of Enactment in Municipal Spatial Plans for Renewable Energy Sources—The Case of Poland," Energies, MDPI, vol. 15(19), pages 1-16, October.
    18. Karakadzai, Thomas & Bandauko, Elmond & Chaeruka, Joel & Arku, Godwin, 2023. "Examining the conformance of development to local spatial plans amid rapid urbanisation in Harare, Zimbabwe," Land Use Policy, Elsevier, vol. 126(C).
    19. Li, Bingqing & Wang, Zhanqi & Chai, Ji & Zhang, Di, 2019. "Index system to assess implementation of strategic land use plans in China," Land Use Policy, Elsevier, vol. 88(C).
    20. Wang, Jinsong & Gao, Dongdong & Shi, Wei & Du, Jiayan & Huang, Zhuo & Liu, Buyuan, 2023. "Spatio-temporal changes in ecosystem service value: Evidence from the economic development of urbanised regions," Technological Forecasting and Social Change, Elsevier, vol. 193(C).

    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:13:y:2021:i:8:p:4092-:d:531386. 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.