Analysis of spatio-temporal dynamics of land use and cover changes in Western Kenya

被引:33
|
作者
Kogo, Benjamin Kipkemboi [1 ]
Kumar, Lalit [1 ]
Koech, Richard [2 ]
机构
[1] Univ New England, Sch Environm & Rural Sci, Armidale, NSW, Australia
[2] CQUniv, Sch Hlth Med & Appl Sci, Bundaberg, Qld, Australia
关键词
Land use; cover; conversions; Landsat; GIS; remote sensing; SUPPORT VECTOR MACHINE; TIME-SERIES; RIVER-BASIN; CLASSIFICATION; FOREST; FRAGMENTATION; ELGON; TM;
D O I
10.1080/10106049.2019.1608594
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The western region of Kenya is experiencing remarkable land changes resulting from population growth and related impacts. The study used remote sensing and GIS techniques to analyze the land use/cover changes in the years 1995, 2001, 2010 and 2017. Multi-spectral Landsat (TM, ETM + and OLI) images were pre-processed and classified using maximum likelihood algorithm in ENVI version 5.4. The overall classification accuracies in all the images were more than 80%. The results revealed major conversions of each land use/land cover type in varying trends and magnitudes. Between 1995 and 2001, there was an increase in built-up areas by 71%, forest cover by 43%, farms by 5%; and decrease in grassland by 47%. By 2017, the built-up areas had increased by 225% and farms by 17%; the forestland, grassland and water reduced by 38, 10 and 11%, respectively. The observed changes are characterized by increased settlements and encroachment of sensitive ecosystems.
引用
收藏
页码:376 / 391
页数:16
相关论文
共 50 条
  • [1] Spatio-temporal analysis of land use/land cover dynamics in Abeokuta and environs, Southwestern Nigeria
    A. Akinola Oyedele
    Ayobami E. Omosekeji
    Kehinde Oyedele
    Taiwo Oyedele
    [J]. GeoJournal, 2023, 88 : 5815 - 5824
  • [2] Spatio-temporal analysis of land use/land cover dynamics in Abeokuta and environs, Southwestern Nigeria
    Oyedele, A. Akinola
    Omosekeji, Ayobami E.
    Oyedele, Kehinde
    Oyedele, Taiwo
    [J]. GEOJOURNAL, 2023, 88 (06) : 5815 - 5824
  • [3] Spatio-temporal Dynamics of Land Use Land Cover Changes and Future Prediction Using Geospatial Techniques
    Alka Abraham
    Subrahmanya Kundapura
    [J]. Journal of the Indian Society of Remote Sensing, 2022, 50 : 2175 - 2191
  • [4] SPATIO-TEMPORAL ANALYSIS OF LAND USE AND LAND COVER CHANGES IN ARID REGION OF SAUDI ARABIA
    Albalawi, Eman
    Dewan, Ashraf
    Corner, Robert
    [J]. INTERNATIONAL JOURNAL OF GEOMATE, 2018, 14 (44): : 73 - 81
  • [5] Spatio-temporal Dynamics of Land Use Land Cover Changes and Future Prediction Using Geospatial Techniques
    Abraham, Alka
    Kundapura, Subrahmanya
    [J]. JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING, 2022, 50 (11) : 2175 - 2191
  • [6] Spatio-temporal analysis of land use/cover changes in the Pra River Basin, Ghana
    Ebenezer Boakye
    F. O. K. Anyemedu
    Jonathan A. Quaye-Ballard
    Emmanuel A. Donkor
    [J]. Applied Geomatics, 2020, 12 : 83 - 93
  • [7] Spatio-temporal analysis of land use/cover changes in the Pra River Basin, Ghana
    Boakye, Ebenezer
    Anyemedu, F. O. K.
    Quaye-Ballard, Jonathan A.
    Donkor, Emmanuel A.
    [J]. APPLIED GEOMATICS, 2020, 12 (01) : 83 - 93
  • [8] Analysis of land use/land cover spatio-temporal metrics and population dynamics for urban growth characterization
    Sapena, Marta
    Angel Ruiz, Luis
    [J]. COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2019, 73 : 27 - 39
  • [9] Spatio-temporal analysis of land use/land cover change dynamics in Paraguai/Jauquara Basin, Brazil
    Daniela Silva
    Edinéia A. S. Galvanin
    Raquel Menezes
    [J]. Environmental Monitoring and Assessment, 2022, 194
  • [10] Spatio-temporal analysis of land use/land cover change dynamics in Paraguai/Jauquara Basin, Brazil
    Silva, Daniela
    Galvanin, Edineia A. S.
    Menezes, Raquel
    [J]. ENVIRONMENTAL MONITORING AND ASSESSMENT, 2022, 194 (06)