Monitoring growth of built-up areas in indo-gangetic plain using multi-sensor remote sensing data

被引:20
作者
Roy Chowdhury P.K. [1 ]
Maithani S. [1 ]
机构
[1] Human Settlement Analysis Division Indian, Institute of Remote Sensing (NRSC), Dehradun 248001, Uttrakhand, 4, Kalidas Road
关键词
Human Settlement Index; Indo-Gangetic plain; NDVI; OLS; Urban growth;
D O I
10.1007/s12524-010-0019-5
中图分类号
学科分类号
摘要
This paper provides an approach for rapid and accurate estimation of built-up areas on a per pixel-basis using a integration of two coarse spatial resolution remote sensing data namely DMSP-OLS and MODIS NDVI. The DMSP-OLS data due to its free availability, high temporal resolution and wide swath was used for regional level mapping of built-up areas. However, due to its low radiometric resolution, the built-up areas cannot be estimated accurately from the DMSP-OLS data. In present study, the DMSP-OLS data was combined with MODIS NDVI data to develop an Human Settlement Index (HSI) image, which estimated the fraction of built-up area on a per pixel basis. The resultant HSI image conveys more information than both the individual datasets. These temporal HSI images were then used for monitoring urban growth in Indo-Gangetic plains during the 2001-2007 time period. Thus, the present research can be very useful for regional level monitoring of built-up areas from coarse resolution data within limited time and minimal cost. © 2010 Indian Society of Remote Sensing.
引用
收藏
页码:291 / 300
页数:9
相关论文
共 20 条
[1]  
Bauer M.E., Heinert N.J., Doyle J.K., Yuan F., Impervious surface mapping and change monitoring using Landsat remote sensing, (2004)
[2]  
Primary Census Abstracts, (2001)
[3]  
Croft T.A., The brightness of lights on Earth at night, digitally recorded by DMSP satellite, (1979)
[4]  
Elvidge C.D., Baugh K.E., Kihn E.A., Kroehl H.W., Davis E.R., Mapping of city lights using DMSP Operational Linescan System data, Photogrammetric Engineering and Remote Sensing, 63, pp. 727-734, (1997)
[5]  
Elvidge C.D., Imhoff M.L., Baugh K.E., Hobson V.R., Nelson I., Safran J., Dietz J.B., Tuttle B.T., Night-time lights of the world: 1994-1995, ISPRS Journal of Photogrammetry and Remote Sensing, 56, pp. 81-99, (2001)
[6]  
Elvidge C.D., Cinzano P., Pettit D.R., Arvesen J., Sutton P., Small C., Nemani R., Longcore T., Rich C., Safran J., Weeks J., Ebener S., The Night Sat mission concept, International Journal of Remote Sensing, 28, 20, pp. 3645-2670, (2007)
[7]  
Gillies R.R., Box J.B., Symanzik J., Rodemaker E.J., Effects of urbanization on the aquatic fauna of the Line Creek watershed, Atlanta - A satellite perspective, Remote Sensing of Environment, 86, pp. 411-422, (2003)
[8]  
Huete A., Justice C., Leeuwen W.V., MODIS vegetation index (MOD13)- Algorithm theoretical basis, (1999)
[9]  
Lu D., Weng Q., Spectral mixture analysis of the urban landscapes in Indianapolis with Landsat ETM+ imagery, Photogrammetric Engineering and Remote Sensing, 70, pp. 1053-1062, (2004)
[10]  
Lu D., Tian H., Zhou G., Ge H., Regional mapping of human settlements in southeastern China with multisensory remotely sensed data, Remote Sensing of Environment, 112, pp. 3668-3679, (2008)