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Characterization of land cover types in Xilin River Basin using multi-temporal Landsat images

  • Applications of Remote Sensing and GIS
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Abstract

This study conducted computer-aided image analysis of land use and land cover in Xilin River Basin, Inner Mongolia, using 4 sets of Landsat TM/ETM+ images acquired on July 31, 1987, August 11, 1991, September 27, 1997 and May 23, 2000, respectively. Primarily, 17 sub-class land cover types were recognized, including nine grassland types at community level:F. sibiricum steppe,S. baicalensis steppe,A. chinensis + forbs steppe,A. chinensis + bunchgrass steppe,A. chinensis + Ar. frigida steppe,S. grandis + A. chinensis steppe,S. grandis + bunchgrass steppe,S. krylavii steppe,Ar. frigida steppe and eight non-grassland types: active cropland, harvested cropland, urban area, wetland, desertified land, saline and alkaline land, cloud, water body + cloud shadow. To eliminate the classification error existing among different sub-types of the same gross type, the 17 sub-class land cover types were grouped into five gross types: meadow grassland, temperate grassland, desert grassland, cropland and non-grassland. The overall classification accuracy of the five land cover types was 81.0% for 1987, 81.7% for 1991, 80.1% for 1997 and 78.2% for 2000.

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References

  • Bonan G B, 1995. Land-atmosphere interactions for climate system models: coupling biophysical, biogeochemical, and ecosystem dynamic process.Remote Sensing of Environment, 51: 57–73.

    Article  Google Scholar 

  • Bousquet P, Philippe Peylin, Philippe Ciaiset al., 2000. Regional changes in carbon dioxide fluxes of land and oceans since 1980.Science, 290: 1342–1346.

    Article  Google Scholar 

  • Brown J F, 1993. Using multi-source data in global land-cover characterization: concepts, requirements and methods.Photogrammetric Engineering & Remote Sensing, 59(6): 977–987.

    Google Scholar 

  • Chen Z, 1988. Topography and climate of Xilin River Basin. In: Inner Mongolia Grassland Ecosystem Research Station (ed.), Research on Grassland Ecosystem, No.3. Beijing: Science Press, 13–22. (in Chinese)

    Google Scholar 

  • Chen Siqing, Liu Jiyuan, Zhuang Dafanget al., 2003. Quantifying land use and land cover change in Xilin River basin using multi-temporal Landsat TM/ETM sensor data.Acta Geographica Sinica, 58(1): 45–52. (in Chinese)

    Google Scholar 

  • Ciais P, Tans P, Trolier Met al., 1995. A large North Hemisphere terrestrial CO2 sink indicated by the13C/12C ratio of atmospheric CO2.Science, 269: 1098–1102.

    Article  Google Scholar 

  • Emanuel W R, Killough G G, Post W Met al., 1984. Modelling terrestrial ecosystems in the global carbon cycle with shifts in carbon storage capacity by land use change.Ecology, 65(3): 970–983.

    Article  Google Scholar 

  • Franklin J, 1991. Land cover classification using Landsat Thematic Mapper data in Sahelian and Sudanlian woodland and wooded grassland.Journal of Arid Environment, 20: 143–163.

    Google Scholar 

  • Fu C B, 1993. Sensitivity of regional climate model to the land cover classification.EOS, 74(43): 172.

    Google Scholar 

  • Inner Mongolia Grassland Resource Survey, 1987a. Application of Remote Sensing on Inner Mongolia Grassland Resources Survey I. Huhhot: University of Inner Mongolia Press, 283. (in Chinese)

    Google Scholar 

  • Inner Mongolia Grassland Resource Survey, 1987b. Application of Remote Sensing on Inner Mongolia Grassland Resources Survey II. Huhhot: University of Inner Mongolia Press, 175. (in Chinese)

    Google Scholar 

  • Intergovernmental Panel on Climate Change, 2000. Land Use, Land-Use Change, and Forestry (Special Report). Cambridge: Cambridge University Press.

    Google Scholar 

  • International Geo-Biosphere Program, 1992. Improved global data for land application: IGBP Report No.20. Stockholm, Sweden: IGBP Secretariat.

    Google Scholar 

  • International Panel on Climate Change, 1990. Scientific Assessment of Climate Change. London: Report Prepared for IPCC.

    Google Scholar 

  • Jiang S, 1988. The strategy of reasonable land use in grassland region-based on investigation at the area of Baiyinxile, Xilin Gol, Inner Mongolia. In: Inner Mongolia Grassland Ecosystem Research Station (ed.), Research on Grassland Ecosystem, No.2. Beijing: Science Press, 1–8. (in Chinese)

    Google Scholar 

  • Khrutskiy V S, Nepomnyashchiy G M, 1990. Classification of steppe pasture resources from remote sensing data.Mapping Science and Remote Sensing, 27: 231–244.

    Google Scholar 

  • Li B, 1988. Vegetation of Xilin River Basin and its utilization. In: Inner Mongolia Grassland Ecosystem Research Station (ed.), Research on Grassland Ecosystem, No.3. Beijing: Science Press, 84–183. (in Chinese)

    Google Scholar 

  • Loveland T R, Zhu Z, Ohlen D Oet al., 1999. An analysis of the IGBP global land-cover characterization process.Photogrammetric Engineering and Remote Sensing, 65(9): 1021–1032.

    Google Scholar 

  • Ojima D S, Kittel T G F, Rosswall T, 1991. Critical issues for understanding global change effects on terrestrial ecosystem.Ecological Applications, 1(3): 316–325.

    Article  Google Scholar 

  • Smith G M, Fuller R M, 2001. An integrated approach to land cover classification: an example in the Island of Jersey.International Journal of Remote Sensing, 22(16): 3123–3142.

    Article  Google Scholar 

  • Townshend J R G, Justice C, Li Wet al., 1991. Global land cover classification by remote sensing: present capabilities and future possibilities.Remote Sensing of Environment, 35: 243–256.

    Article  Google Scholar 

  • Vogelmann J E, Sohl T, Howard S M, 1998. Regional characterization of land cover using multiple sources of data.Photogrammetric Engineering & Remote Sensing, 64(1): 45–57.

    Google Scholar 

  • Wang J, Cai W, 1988. Studies on genesis, types and characteristics of soils of Xilin River Basin. In: Inner Mongolia Grassland Ecosystem Research Station (ed.), Research on Grassland Ecosystem, No.3. Beijing: Science Press, 23–83. (in Chinese)

    Google Scholar 

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Siqing, C., Jiyuan, L., Dafang, Z. et al. Characterization of land cover types in Xilin River Basin using multi-temporal Landsat images. J. Geogr. Sci. 13, 131–138 (2003). https://doi.org/10.1007/BF02837451

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  • DOI: https://doi.org/10.1007/BF02837451

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