Linking land use and precipitation changes to water quality changes in Lake Victoria using earth observation data

被引:1
|
作者
Nakkazi, Maria Theresa [1 ]
Nkwasa, Albert [1 ,2 ]
Martinez, Analy Baltodano [1 ]
van Griensven, Ann [1 ,3 ]
机构
[1] Vrije Univ Brussel VUB, Dept Water & Climate, B-1050 Brussels, Belgium
[2] Int Inst Appl Syst Anal IIASA, Biodivers & Nat Resources Program, Water Secur Res Grp, Schlosspl 1, A-2361 Laxenburg, Austria
[3] IHE Delft Inst Water Educ, Water Sci & Engn Dept, NL-2611 AX Delft, Netherlands
基金
比利时弗兰德研究基金会;
关键词
Climate change; Land use change; Remote sensing; Lake Victoria; CLIMATE-CHANGE; POTENTIAL IMPACTS; EAST-AFRICA; PESTICIDE-RESIDUES; INTENSITY ANALYSIS; CHLOROPHYLL-A; COVER CHANGES; BASIN; COASTAL; RIVER;
D O I
10.1007/s10661-024-13261-2
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Due to the continued increase in land use changes and changing climatic patterns in the Lake Victoria basin, understanding the impacts of these changes on the water quality of Lake Victoria is imperative for safeguarding the integrity of the freshwater ecosystem. Thus, we analyzed spatial and temporal patterns of land cover, precipitation, and water quality changes in the Lake Victoria basin between 2000 and 2022 using global satellite products. Focusing on chlorophyll-a (Chl-a) and turbidity (TUR) in Lake Victoria, we used statistical metrics (correlation coefficient, trend analysis, change budget, and intensity analysis) to understand the relationship between land use and precipitation changes in the basin with changes in Chl-a and TUR at two major pollution hotspots on the lake, i.e., Winam Gulf and Inner Murchison Bay (IMB). Results show that the Chl-a and TUR concentrations in the Winam gulf increase with increases in precipitation. Through increases in precipitation, the erosion risks are increased and transport of nutrients from land to the lake system, promoting algal growth and turbidity. In the IMB, Chl-a and TUR concentrations decrease with an increase in precipitation, possibly due to dilution, but peak during moderate rainfall. Interestingly, changes in land use and land cover (LULC) at 5-year intervals showed no substantial correlation with water quality changes at selected hotspots even though a broader LULC change analysis over the past two decades indicated a notable 300% increase in built-up areas across the Lake Victoria basin. These findings underscore the dominant influence of precipitation changes over LULC changes on the water quality of Lake Victoria for the selected hotspot areas.
引用
收藏
页数:27
相关论文
共 50 条
  • [41] A century of human-induced environmental changes and the combined roles of nutrients and land use in Lake Victoria catchment on eutrophication
    Njagi, Dennis M.
    Routh, Joyanto
    Odhiambo, Moses
    Luo, Chen
    Basapuram, Laxmi Gayatri
    Olago, Daniel
    Klump, Val
    Stager, Curt
    SCIENCE OF THE TOTAL ENVIRONMENT, 2022, 835
  • [42] Using landsat data to determine land use/land cover changes in Samsun, Turkey
    Mustafa Güler
    Tahsin Yomralıoğlu
    Selçuk Reis
    Environmental Monitoring and Assessment, 2007, 127 : 155 - 167
  • [43] Using landsat data to determine land use/land cover changes in Samsun, Turkey
    Guler, Mustafa
    Yomralioglu, Tahsin
    Reis, Selcuk
    ENVIRONMENTAL MONITORING AND ASSESSMENT, 2007, 127 (1-3) : 155 - 167
  • [44] Land Use Changes of Mata Lake Using Multi-temporal Satellite Imageries
    YU Lei1
    YAO Yun-jun2(1.School of Resources and Environment Engineering
    Shandong University of Technology
    Zibo
    Shandong 255049
    China
    2.Institute of Remote Sensing and GIS
    Peking University
    Beijing 100871
    China)
    水土保持研究 , 2007, (06) : 64 - 66
  • [45] Studying Changes in Land Use Within the Poyang Lake Region
    Zhang, ZuoBang
    Ke, ChangQin
    Shang, YingJuan
    JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING, 2014, 42 (03) : 633 - 643
  • [46] Stability of Lake Sammamish phosphorus despite land use changes
    Welch, Eugene B.
    Bouchard, Debra
    Frodge, Jonathan
    Jacoby, Jean M.
    LAKE AND RESERVOIR MANAGEMENT, 2019, 35 (02) : 167 - 180
  • [47] Impact of land use changes on water resources and biodiversity of Lake Nakuru catchment basin, Kenya
    Raini, Jackson Akama
    AFRICAN JOURNAL OF ECOLOGY, 2009, 47 : 39 - 45
  • [48] Response of changes in lake area to drought and land use change
    Luo, Yi
    Chen, Rixiang
    Yang, Kun
    Zhou, Xiaolu
    Jia, Tingfang
    Shang, Chunxue
    Pei, Xingfang
    Wang, Qingqing
    Li, Dingpu
    Peng, Changqing
    Guo, Hairui
    SCIENCE OF THE TOTAL ENVIRONMENT, 2024, 947
  • [49] Studying Changes in Land Use Within the Poyang Lake Region
    ZuoBang Zhang
    ChangQin Ke
    YingJuan Shang
    Journal of the Indian Society of Remote Sensing, 2014, 42 : 633 - 643
  • [50] Detecting changes in water quality data
    Mckenna, Sean A.
    Wilson, Mark
    Klise, Katherine A.
    JOURNAL AMERICAN WATER WORKS ASSOCIATION, 2008, 100 (01): : 74 - 85