Analysis of change detection of Birnin-Kudu land cover using image classification and vegetation indices.
作者： Akiode Olukemi Adejoke , Yahaya Usman Badaru , Oduyemi Kehinde Ok
DOI:
关键词: Vegetation 、 Land use 、 Water resources 、 Satellite imagery 、 Contextual image classification 、 Environmental science 、 Normalized Difference Vegetation Index 、 Hydrology 、 Land cover 、 Change detection 、 Physical geography
摘要: The study utilizes Landsat-7 ETM+ based Normalized Differences Vegetation Index (NDVI) and Water (NDWI) from 1972 to 2012 at the area situated in Birnin Kudu, Jigawa state, North-western Nigeria. classified satellite data NDVI of 1972, 1986, 2003 2012, including NDWI were used determine land-cover change; vegetation water body that have occurred areas. This attempts use a comparative change detection analysis produce best way quantify changes has with lag time 40 years (1972-2012) for 26 (1986-2012) NDWI. results classifications displayed on imagery, which percentage differences detected variations land cover/vegetation using 1972-1986 is 15%, 1986-2003 40% 2003-2012 11.6%. In same vein, result bodies 0.03% 1.5%. final period 43.4%, while periods 1.47%. recommends periodic examination land-use determining various ecological developmental consequences over time. great environmental economic importance having cover rich agricultural production livestock grazing. Keywords : Analysis, detection, land-cover, image classification algorithms, NDVI,
iiste.org
cabdirect.org参考文章(23)
Jeffrey Thomas Morisette, Using Generalized Linear Models to Enhance Satellite Based Land Cover Change Detection Ph.D. Thesis. ,(1997)
H.J. Buiten, J.G.P.W. Clevers, Land observation by remote sensing: theory and applications Gordon and Breach Sci. Publ.. ,(1993)
John B. Collins, Curtis E. Woodcock, An assessment of several linear change detection techniques for mapping forest mortality using multitemporal landsat TM data Remote Sensing of Environment. ,vol. 56, pp. 66- 77 ,(1996) , 10.1016/0034-4257(95)00233-2
Andy Yaw Kwarteng, Remote sensing assessment of oil lakes and oil-polluted surfaces at the Greater Burgan oil field, Kuwait International Journal of Applied Earth Observation and Geoinformation. ,vol. 1, pp. 36- 47 ,(1999) , 10.1016/S0303-2434(99)85026-0
Xuexia Chen, Lee Vierling, Don Deering, A simple and effective radiometric correction method to improve landscape change detection across sensors and across time Remote Sensing of Environment. ,vol. 98, pp. 63- 79 ,(2005) , 10.1016/J.RSE.2005.05.021
Thomas Martin Lillesand, Remote sensing and image interpretation ,(1979)
Adel Shalaby, Ryutaro Tateishi, Remote sensing and GIS for mapping and monitoring land cover and land-use changes in the Northwestern coastal zone of Egypt Applied Geography. ,vol. 27, pp. 28- 41 ,(2007) , 10.1016/J.APGEOG.2006.09.004
Warren B. Cohen, Thomas A. Spies, Estimating structural attributes of Douglas-fir/western hemlock forest stands from landsat and SPOT imagery Remote Sensing of Environment. ,vol. 41, pp. 1- 17 ,(1992) , 10.1016/0034-4257(92)90056-P
Robert S. Skakun, Michael A. Wulder, Steven E. Franklin, Sensitivity of the thematic mapper enhanced wetness difference index to detect mountain pine beetle red-attack damage Remote Sensing of Environment. ,vol. 86, pp. 433- 443 ,(2003) , 10.1016/S0034-4257(03)00112-3
J. Stuckens, P.R. Coppin, M.E. Bauer, Integrating Contextual Information with per-Pixel Classification for Improved Land Cover Classification Remote Sensing of Environment. ,vol. 71, pp. 282- 296 ,(2000) , 10.1016/S0034-4257(99)00083-8