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Volume : IV, Issue : V, June - 2014

REMOTE SENSING AND GIS APPLICATIONS OF GEOMORPHOLOGICAL MAPPING OF MAHESH RIVER BASIN, AKOLA & BULDHANA DISTRICTS, MAHARASHTRA, INDIAUSING MULTISPECTRAL SATELLITE DATA

Khadri, S. F. R., Chaitanya B. Pande

By : Laxmi Book Publication

Abstract :

Geomorphological mapping and necessary supporting data are crucial to developing countries that are usually under severe environmental and demographic strains. Approaches and methods to map the variability of natural resources are important tools to properly guide spatial planning. In this paper a comprehensive and flexible new geomorphological combination legend that expands the possibilities of current geomorphological mapping concepts. The piece-by-piece legend forms a “geomorphological alphabet” that offers a high diversity of geomorphological information and a possibility for numerous combinations of information. This results in a scientific map that is rich in data and which is more informative than most previous maps but is based on a simple legend. The system is developed to also be used as a basis for applications in GIS. The symbol-based information in the geomorphological maps can be digitally stored as a powerful database with thematic layers and attribute tables. By combining and further developing aspects of different classical mapping systems and techniques into expanded data combinations, new possibilities of presentation and storage are developed and thus a strong scientific tool is provided for landscape configuration and the reconstruction of its development; in turn the combination paves the way for specific thematic applications. This paper demonstrates a systematic approach for the identification of landforms and structures in Mahesh river basin where conventional field based methods are difficult to adopt due to terrain inaccessibility. The geomorphological parameters of the study area using Multispectral Satellite Data (LISS-III and TM) and interpretation techniques were used by means of ARC-GIS 10.1 and ERDAS IMAGINE 11 Software which aided a better option for visualizing the terrain and mapping.Now, new trends have emerged that integrate field work with modern technologies such as GIS, GPS, remote sensing and elevation models, which further strengthens the study of relationship between the land-forms and the processes that created them.

Keywords :


Article :


Cite This Article :

Khadri, S. F. R., Chaitanya B. Pande(2014). REMOTE SENSING AND GIS APPLICATIONS OF GEOMORPHOLOGICAL MAPPING OF MAHESH RIVER BASIN, AKOLA & BULDHANA DISTRICTS, MAHARASHTRA, INDIAUSING MULTISPECTRAL SATELLITE DATA. Indian Streams Research Journal, Vol. IV, Issue. V, http://isrj.org/UploadedData/4951.pdf

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  123. F. A. Kruse, “Mapping Surface Mineralogy Using Imaging Spectrometrey,” Geomorphology, Vol. 137, No. 1, 2012, pp.41-
  124. K. O. Niemann, “Landscape Drainage Modelling to Enhance Landsat Classification Accuracies,” Geocarto International,
  125. Based on the Colorado Rocky Mountains, USA,” Mountain Research and Development, Vol. 2, No. 4, 1982, pp. 349-358.
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  130. R. N. Padhi, S. G. Krishna, K. Sarkar and S. M. Dutta, “Regional Geomorphological Survey for Land Use Pro-gramming
  131. M. D. Fleming, “An Integrated Approach for Automated Cover-Type Mapping of Large Inaccessible Areas in Alaska,”
  132. H. Kienholz and M. Bichsel, “The Use of Air Photo-graphs for Mapping Natural Hazards in Mountainous Areas: A Study
  133. M. D. Fleming, “An Integrated Approach for Automated Cover-Type Mapping of Large Inaccessible Areas in Alaska,”
  134. R. J. Pike, “The Geometric Signature: Quantifying Landslide Terrain Types from Digital Elevation Models,” Mathematical
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  136. Northwestern Coast of Calabria (Southern Ita-ly),” Quaternary International, Vol. 156-157, 2006, pp. 133-155.
  137. R. N. Padhi, S. G. Krishna, K. Sarkar and S. M. Dutta, “Regional Geomorphological Survey for Land Use Pro-gramming
  138. R. N. Padhi, S. G. Krishna, K. Sarkar and S. M. Dutta, “Regional Geomorphological Survey for Land Use Pro-gramming
  139. F. A. Kruse, “Mapping Surface Mineralogy Using Imaging Spectrometrey,” Geomorphology, Vol. 137, No. 1, 2012, pp.41-
  140. K. O. Niemann, “Landscape Drainage Modelling to Enhance Landsat Classification Accuracies,” Geocarto International,
  141. in Automated Terrain Analysis,” Computers and Geosciences, Vol. 20, No. 4, 1994, pp. 441-450.
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  168. Based on the Colorado Rocky Mountains, USA,” Mountain Research and Development, Vol. 2, No. 4, 1982, pp. 349-358.
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  170. R. J. Pike, “The Geometric Signature: Quantifying Landslide Terrain Types from Digital Elevation Models,” Mathematical
  171. H. Kienholz and M. Bichsel, “The Use of Air Photo-graphs for Mapping Natural Hazards in Mountainous Areas: A Study
  172. over the Narmada Basin, India,”1994.
  173. J. Chorowicz, J. Kim, S. Manoussis, J.-P. Rudant, P. Foin and I. Veillet, “A New Technique for Recognition of Geological and
  174. Vol. 6, No. 1, 1991, pp. 13-30.
  175. J. Chorowicz, J. Kim, S. Manoussis, J.-P. Rudant, P. Foin and I. Veillet, “A New Technique for Recognition of Geological and
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  179. Photogrammetric Engineering and Remote Sensing, Vol. 54, No. 3, 1988, pp. 357-352
  180. J. Chorowicz, J. Kim, S. Manoussis, J.-P. Rudant, P. Foin and I. Veillet, “A New Technique for Recognition of Geological and
  181. Vol. 6, No. 1, 1991, pp. 13-30.
  182. J. Chorowicz, J. Kim, S. Manoussis, J.-P. Rudant, P. Foin and I. Veillet, “A New Technique for Recognition of Geological and
  183. Vol. 6, No. 1, 1991, pp. 13-30.
  184. Symposium, Silver Springs, 2-4 October 1984, pp. 51-54.
  185. Processes,” Remote Sensing of Environments, Vol. 49, No. 1, 1994, pp. 57-71.
  186. F. Scarciglia, I. Pulice, G. Robustelli and G Vecchio, “Soil Chronosequences on Quaternary Marine Terraces along the
  187. Geology, Vol. 20, 1988, pp
  188. P. T. Giles, M. A. Chapman and S. E. Franklin, “Incorporation of DEMs Derived by Stereo correlation of Satellite Imagery
  189. H. Kienholz and M. Bichsel, “The Use of Air Photo-graphs for Mapping Natural Hazards in Mountainous Areas: A Study
  190. H. Kienholz and M. Bichsel, “The Use of Air Photo-graphs for Mapping Natural Hazards in Mountainous Areas: A Study
  191. H. Kienholz and M. Bichsel, “The Use of Air Photo-graphs for Mapping Natural Hazards in Mountainous Areas: A Study
  192. R. J. Pike, “The Geometric Signature: Quantifying Landslide Terrain Types from Digital Elevation Models,” Mathematical
  193. Symposium, Silver Springs, 2-4 October 1984, pp. 51-54.
  194. Based on the Colorado Rocky Mountains, USA,” Mountain Research and Development, Vol. 2, No. 4, 1982, pp. 349-358.
  195. Geomorphological Patterns in Digital Terrain Models,” Remote Sensing of Environment, Vol. 29, No. 3, 1989, pp. 229-239.
  196. Symposium, Silver Springs, 2-4 October 1984, pp. 51-54.
  197. Northwestern Coast of Calabria (Southern Ita-ly),” Quaternary International, Vol. 156-157, 2006, pp. 133-155.
  198. R. N. Padhi, S. G. Krishna, K. Sarkar and S. M. Dutta, “Regional Geomorphological Survey for Land Use Pro-gramming
  199. G. J. McDermid and S. E. Franklin, “Spectral, Spatial, and Geomorphometric Variables for Remote Sensing of Slope
  200. P.Simon, “Remote Sensing in Geomorphology,” Oxford Book Company, Jaipur, 2010.
  201. R. G. Craig, “The Spatial Structure of Terrain: A Process Signal in Satellite Digital Images,” Proceedings IEEE Pecora 9
  202. Symposium, Silver Springs, 2-4 October 1984, pp. 51-54.
  203. Northwestern Coast of Calabria (Southern Ita-ly),” Quaternary International, Vol. 156-157, 2006, pp. 133-155.
  204. R. N. Padhi, S. G. Krishna, K. Sarkar and S. M. Dutta, “Regional Geomorphological Survey for Land Use Pro-gramming
  205. Based on the Colorado Rocky Mountains, USA,” Mountain Research and Development, Vol. 2, No. 4, 1982, pp. 349-358.
  206. Geomorphological Patterns in Digital Terrain Models,” Remote Sensing of Environment, Vol. 29, No. 3, 1989, pp. 229-239.
  207. M. D. Fleming, “An Integrated Approach for Automated Cover-Type Mapping of Large Inaccessible Areas in Alaska,”
  208. P. T. Giles, M. A. Chapman and S. E. Franklin, “Incorporation of DEMs Derived by Stereo correlation of Satellite Imagery
  209. F. A. Kruse, “Mapping Surface Mineralogy Using Imaging Spectrometrey,” Geomorphology, Vol. 137, No. 1, 2012, pp.41-
  210. K. O. Niemann, “Landscape Drainage Modelling to Enhance Landsat Classification Accuracies,” Geocarto International,
  211. in Automated Terrain Analysis,” Computers and Geosciences, Vol. 20, No. 4, 1994, pp. 441-450.
  212. over the Narmada Basin, India,”1994.
  213. J. Chorowicz, J. Kim, S. Manoussis, J.-P. Rudant, P. Foin and I. Veillet, “A New Technique for Recognition of Geological and
  214. Vol. 6, No. 1, 1991, pp. 13-30.
  215. H. Kienholz and M. Bichsel, “The Use of Air Photo-graphs for Mapping Natural Hazards in Mountainous Areas: A Study
  216. M. D. Fleming, “An Integrated Approach for Automated Cover-Type Mapping of Large Inaccessible Areas in Alaska,”
  217. Processes,” Remote Sensing of Environments, Vol. 49, No. 1, 1994, pp. 57-71.
  218. R. J. Pike, “The Geometric Signature: Quantifying Landslide Terrain Types from Digital Elevation Models,” Mathematical
  219. 56.
  220. Photogrammetric Engineering and Remote Sensing, Vol. 54, No. 3, 1988, pp. 357-352
  221. F. Scarciglia, I. Pulice, G. Robustelli and G Vecchio, “Soil Chronosequences on Quaternary Marine Terraces along the
  222. Geology, Vol. 20, 1988, pp
  223. Processes,” Remote Sensing of Environments, Vol. 49, No. 1, 1994, pp. 57-71.
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  225. H. Kienholz and M. Bichsel, “The Use of Air Photo-graphs for Mapping Natural Hazards in Mountainous Areas: A Study
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  227. over the Narmada Basin, India,”1994.
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  232. F. A. Kruse, “Mapping Surface Mineralogy Using Imaging Spectrometrey,” Geomorphology, Vol. 137, No. 1, 2012, pp.41-
  233. K. O. Niemann, “Landscape Drainage Modelling to Enhance Landsat Classification Accuracies,” Geocarto International,
  234. in Automated Terrain Analysis,” Computers and Geosciences, Vol. 20, No. 4, 1994, pp. 441-450.
  235. Symposium, Silver Springs, 2-4 October 1984, pp. 51-54.
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  237. Vol. 6, No. 1, 1991, pp. 13-30.
  238. G. J. McDermid and S. E. Franklin, “Spectral, Spatial, and Geomorphometric Variables for Remote Sensing of Slope
  239. P.Simon, “Remote Sensing in Geomorphology,” Oxford Book Company, Jaipur, 2010.
  240. R. G. Craig, “The Spatial Structure of Terrain: A Process Signal in Satellite Digital Images,” Proceedings IEEE Pecora 9
  241. Northwestern Coast of Calabria (Southern Ita-ly),” Quaternary International, Vol. 156-157, 2006, pp. 133-155.
  242. R. N. Padhi, S. G. Krishna, K. Sarkar and S. M. Dutta, “Regional Geomorphological Survey for Land Use Pro-gramming
  243. J. Chorowicz, J. Kim, S. Manoussis, J.-P. Rudant, P. Foin and I. Veillet, “A New Technique for Recognition of Geological and
  244. Vol. 6, No. 1, 1991, pp. 13-30.
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  247. R. N. Padhi, S. G. Krishna, K. Sarkar and S. M. Dutta, “Regional Geomorphological Survey for Land Use Pro-gramming
  248. F. Scarciglia, I. Pulice, G. Robustelli and G Vecchio, “Soil Chronosequences on Quaternary Marine Terraces along the
  249. Geology, Vol. 20, 1988, pp
  250. over the Narmada Basin, India,”1994.
  251. H. Kienholz and M. Bichsel, “The Use of Air Photo-graphs for Mapping Natural Hazards in Mountainous Areas: A Study
  252. H. Kienholz and M. Bichsel, “The Use of Air Photo-graphs for Mapping Natural Hazards in Mountainous Areas: A Study
  253. P. T. Giles, M. A. Chapman and S. E. Franklin, “Incorporation of DEMs Derived by Stereo correlation of Satellite Imagery
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  259. P. T. Giles, M. A. Chapman and S. E. Franklin, “Incorporation of DEMs Derived by Stereo correlation of Satellite Imagery
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  261. R. N. Padhi, S. G. Krishna, K. Sarkar and S. M. Dutta, “Regional Geomorphological Survey for Land Use Pro-gramming
  262. H. Kienholz and M. Bichsel, “The Use of Air Photo-graphs for Mapping Natural Hazards in Mountainous Areas: A Study
  263. M. D. Fleming, “An Integrated Approach for Automated Cover-Type Mapping of Large Inaccessible Areas in Alaska,”
  264. H. Kienholz and M. Bichsel, “The Use of Air Photo-graphs for Mapping Natural Hazards in Mountainous Areas: A Study
  265. J. Chorowicz, J. Kim, S. Manoussis, J.-P. Rudant, P. Foin and I. Veillet, “A New Technique for Recognition of Geological and
  266. Vol. 6, No. 1, 1991, pp. 13-30.
  267. P. T. Giles, M. A. Chapman and S. E. Franklin, “Incorporation of DEMs Derived by Stereo correlation of Satellite Imagery
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  269. Geology, Vol. 20, 1988, pp
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  272. Vol. 6, No. 1, 1991, pp. 13-30.
  273. M. D. Fleming, “An Integrated Approach for Automated Cover-Type Mapping of Large Inaccessible Areas in Alaska,”
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  275. Geology, Vol. 20, 1988, pp
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  278. M. D. Fleming, “An Integrated Approach for Automated Cover-Type Mapping of Large Inaccessible Areas in Alaska,”
  279. over the Narmada Basin, India,”1994.
  280. P. T. Giles, M. A. Chapman and S. E. Franklin, “Incorporation of DEMs Derived by Stereo correlation of Satellite Imagery
  281. R. J. Pike, “The Geometric Signature: Quantifying Landslide Terrain Types from Digital Elevation Models,” Mathematical
  282. H. Kienholz and M. Bichsel, “The Use of Air Photo-graphs for Mapping Natural Hazards in Mountainous Areas: A Study
  283. R. G. Craig, “The Spatial Structure of Terrain: A Process Signal in Satellite Digital Images,” Proceedings IEEE Pecora 9
  284. Processes,” Remote Sensing of Environments, Vol. 49, No. 1, 1994, pp. 57-71.
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  286. Vol. 6, No. 1, 1991, pp. 13-30.
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  288. Vol. 6, No. 1, 1991, pp. 13-30.
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  294. P.Simon, “Remote Sensing in Geomorphology,” Oxford Book Company, Jaipur, 2010.
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  298. Photogrammetric Engineering and Remote Sensing, Vol. 54, No. 3, 1988, pp. 357-352
  299. Based on the Colorado Rocky Mountains, USA,” Mountain Research and Development, Vol. 2, No. 4, 1982, pp. 349-358.
  300. Geomorphological Patterns in Digital Terrain Models,” Remote Sensing of Environment, Vol. 29, No. 3, 1989, pp. 229-239.
  301. G. J. McDermid and S. E. Franklin, “Spectral, Spatial, and Geomorphometric Variables for Remote Sensing of Slope
  302. P.Simon, “Remote Sensing in Geomorphology,” Oxford Book Company, Jaipur, 2010.
  303. R. G. Craig, “The Spatial Structure of Terrain: A Process Signal in Satellite Digital Images,” Proceedings IEEE Pecora 9
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  305. Vol. 6, No. 1, 1991, pp. 13-30.
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  307. Vol. 6, No. 1, 1991, pp. 13-30.
  308. F. A. Kruse, “Mapping Surface Mineralogy Using Imaging Spectrometrey,” Geomorphology, Vol. 137, No. 1, 2012, pp.41-
  309. K. O. Niemann, “Landscape Drainage Modelling to Enhance Landsat Classification Accuracies,” Geocarto International,
  310. in Automated Terrain Analysis,” Computers and Geosciences, Vol. 20, No. 4, 1994, pp. 441-450.
  311. H. Kienholz and M. Bichsel, “The Use of Air Photo-graphs for Mapping Natural Hazards in Mountainous Areas: A Study
  312. over the Narmada Basin, India,”1994.
  313. G. J. McDermid and S. E. Franklin, “Spectral, Spatial, and Geomorphometric Variables for Remote Sensing of Slope
  314. F. Scarciglia, I. Pulice, G. Robustelli and G Vecchio, “Soil Chronosequences on Quaternary Marine Terraces along the
  315. Geology, Vol. 20, 1988, pp
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  318. H. Kienholz and M. Bichsel, “The Use of Air Photo-graphs for Mapping Natural Hazards in Mountainous Areas: A Study
  319. H. Kienholz and M. Bichsel, “The Use of Air Photo-graphs for Mapping Natural Hazards in Mountainous Areas: A Study
  320. F. Scarciglia, I. Pulice, G. Robustelli and G Vecchio, “Soil Chronosequences on Quaternary Marine Terraces along the
  321. Geology, Vol. 20, 1988, pp
  322. H. Kienholz and M. Bichsel, “The Use of Air Photo-graphs for Mapping Natural Hazards in Mountainous Areas: A Study
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  326. in Automated Terrain Analysis,” Computers and Geosciences, Vol. 20, No. 4, 1994, pp. 441-450.
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  333. over the Narmada Basin, India,”1994.
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  335. Vol. 6, No. 1, 1991, pp. 13-30.
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  339. R. G. Craig, “The Spatial Structure of Terrain: A Process Signal in Satellite Digital Images,” Proceedings IEEE Pecora 9
  340. over the Narmada Basin, India,”1994.
  341. Symposium, Silver Springs, 2-4 October 1984, pp. 51-54.
  342. Processes,” Remote Sensing of Environments, Vol. 49, No. 1, 1994, pp. 57-71.
  343. G. J. McDermid and S. E. Franklin, “Spectral, Spatial, and Geomorphometric Variables for Remote Sensing of Slope
  344. P.Simon, “Remote Sensing in Geomorphology,” Oxford Book Company, Jaipur, 2010.
  345. R. G. Craig, “The Spatial Structure of Terrain: A Process Signal in Satellite Digital Images,” Proceedings IEEE Pecora 9
  346. P. T. Giles, M. A. Chapman and S. E. Franklin, “Incorporation of DEMs Derived by Stereo correlation of Satellite Imagery
  347. J. Chorowicz, J. Kim, S. Manoussis, J.-P. Rudant, P. Foin and I. Veillet, “A New Technique for Recognition of Geological and
  348. Vol. 6, No. 1, 1991, pp. 13-30.
  349. G. J. McDermid and S. E. Franklin, “Spectral, Spatial, and Geomorphometric Variables for Remote Sensing of Slope
  350. J. Chorowicz, J. Kim, S. Manoussis, J.-P. Rudant, P. Foin and I. Veillet, “A New Technique for Recognition of Geological and
  351. Vol. 6, No. 1, 1991, pp. 13-30.
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  353. K. O. Niemann, “Landscape Drainage Modelling to Enhance Landsat Classification Accuracies,” Geocarto International,
  354. in Automated Terrain Analysis,” Computers and Geosciences, Vol. 20, No. 4, 1994, pp. 441-450.
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  357. over the Narmada Basin, India,”1994.
  358. M. D. Fleming, “An Integrated Approach for Automated Cover-Type Mapping of Large Inaccessible Areas in Alaska,”
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  360. 56.
  361. Photogrammetric Engineering and Remote Sensing, Vol. 54, No. 3, 1988, pp. 357-352
  362. Processes,” Remote Sensing of Environments, Vol. 49, No. 1, 1994, pp. 57-71.
  363. F. Scarciglia, I. Pulice, G. Robustelli and G Vecchio, “Soil Chronosequences on Quaternary Marine Terraces along the
  364. Geology, Vol. 20, 1988, pp
  365. over the Narmada Basin, India,”1994.
  366. Symposium, Silver Springs, 2-4 October 1984, pp. 51-54.
  367. P. T. Giles, M. A. Chapman and S. E. Franklin, “Incorporation of DEMs Derived by Stereo correlation of Satellite Imagery
  368. H. Kienholz and M. Bichsel, “The Use of Air Photo-graphs for Mapping Natural Hazards in Mountainous Areas: A Study
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  371. Symposium, Silver Springs, 2-4 October 1984, pp. 51-54.
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  373. H. Kienholz and M. Bichsel, “The Use of Air Photo-graphs for Mapping Natural Hazards in Mountainous Areas: A Study
  374. P. T. Giles, M. A. Chapman and S. E. Franklin, “Incorporation of DEMs Derived by Stereo correlation of Satellite Imagery
  375. M. D. Fleming, “An Integrated Approach for Automated Cover-Type Mapping of Large Inaccessible Areas in Alaska,”
  376. over the Narmada Basin, India,”1994.
  377. J. Chorowicz, J. Kim, S. Manoussis, J.-P. Rudant, P. Foin and I. Veillet, “A New Technique for Recognition of Geological and
  378. Vol. 6, No. 1, 1991, pp. 13-30.
  379. H. Kienholz and M. Bichsel, “The Use of Air Photo-graphs for Mapping Natural Hazards in Mountainous Areas: A Study
  380. J. Chorowicz, J. Kim, S. Manoussis, J.-P. Rudant, P. Foin and I. Veillet, “A New Technique for Recognition of Geological and
  381. Vol. 6, No. 1, 1991, pp. 13-30.
  382. M. D. Fleming, “An Integrated Approach for Automated Cover-Type Mapping of Large Inaccessible Areas in Alaska,”
  383. H. Kienholz and M. Bichsel, “The Use of Air Photo-graphs for Mapping Natural Hazards in Mountainous Areas: A Study
  384. 56.
  385. Photogrammetric Engineering and Remote Sensing, Vol. 54, No. 3, 1988, pp. 357-352
  386. F. A. Kruse, “Mapping Surface Mineralogy Using Imaging Spectrometrey,” Geomorphology, Vol. 137, No. 1, 2012, pp.41-
  387. K. O. Niemann, “Landscape Drainage Modelling to Enhance Landsat Classification Accuracies,” Geocarto International,
  388. in Automated Terrain Analysis,” Computers and Geosciences, Vol. 20, No. 4, 1994, pp. 441-450.
  389. M. D. Fleming, “An Integrated Approach for Automated Cover-Type Mapping of Large Inaccessible Areas in Alaska,”
  390. over the Narmada Basin, India,”1994.
  391. G. J. McDermid and S. E. Franklin, “Spectral, Spatial, and Geomorphometric Variables for Remote Sensing of Slope
  392. P.Simon, “Remote Sensing in Geomorphology,” Oxford Book Company, Jaipur, 2010.
  393. R. G. Craig, “The Spatial Structure of Terrain: A Process Signal in Satellite Digital Images,” Proceedings IEEE Pecora 9
  394. M. D. Fleming, “An Integrated Approach for Automated Cover-Type Mapping of Large Inaccessible Areas in Alaska,”
  395. Northwestern Coast of Calabria (Southern Ita-ly),” Quaternary International, Vol. 156-157, 2006, pp. 133-155.
  396. R. N. Padhi, S. G. Krishna, K. Sarkar and S. M. Dutta, “Regional Geomorphological Survey for Land Use Pro-gramming
  397. Processes,” Remote Sensing of Environments, Vol. 49, No. 1, 1994, pp. 57-71.
  398. J. Chorowicz, J. Kim, S. Manoussis, J.-P. Rudant, P. Foin and I. Veillet, “A New Technique for Recognition of Geological and
  399. Vol. 6, No. 1, 1991, pp. 13-30.
  400. K. O. Niemann, “Landscape Drainage Modelling to Enhance Landsat Classification Accuracies,” Geocarto International,
  401. in Automated Terrain Analysis,” Computers and Geosciences, Vol. 20, No. 4, 1994, pp. 441-450.
  402. F. A. Kruse, “Mapping Surface Mineralogy Using Imaging Spectrometrey,” Geomorphology, Vol. 137, No. 1, 2012, pp.41-
  403. K. O. Niemann, “Landscape Drainage Modelling to Enhance Landsat Classification Accuracies,” Geocarto International,
  404. in Automated Terrain Analysis,” Computers and Geosciences, Vol. 20, No. 4, 1994, pp. 441-450.
  405. 56.
  406. Photogrammetric Engineering and Remote Sensing, Vol. 54, No. 3, 1988, pp. 357-352
  407. F. A. Kruse, “Mapping Surface Mineralogy Using Imaging Spectrometrey,” Geomorphology, Vol. 137, No. 1, 2012, pp.41-
  408. K. O. Niemann, “Landscape Drainage Modelling to Enhance Landsat Classification Accuracies,” Geocarto International,
  409. in Automated Terrain Analysis,” Computers and Geosciences, Vol. 20, No. 4, 1994, pp. 441-450.
  410. G. J. McDermid and S. E. Franklin, “Spectral, Spatial, and Geomorphometric Variables for Remote Sensing of Slope
  411. P.Simon, “Remote Sensing in Geomorphology,” Oxford Book Company, Jaipur, 2010.
  412. R. G. Craig, “The Spatial Structure of Terrain: A Process Signal in Satellite Digital Images,” Proceedings IEEE Pecora 9
  413. 56.
  414. Processes,” Remote Sensing of Environments, Vol. 49, No. 1, 1994, pp. 57-71.
  415. over the Narmada Basin, India,”1994.
  416. H. Kienholz and M. Bichsel, “The Use of Air Photo-graphs for Mapping Natural Hazards in Mountainous Areas: A Study
  417. F. Scarciglia, I. Pulice, G. Robustelli and G Vecchio, “Soil Chronosequences on Quaternary Marine Terraces along the
  418. Geology, Vol. 20, 1988, pp
  419. F. Scarciglia, I. Pulice, G. Robustelli and G Vecchio, “Soil Chronosequences on Quaternary Marine Terraces along the
  420. Geology, Vol. 20, 1988, pp
  421. F. A. Kruse, “Mapping Surface Mineralogy Using Imaging Spectrometrey,” Geomorphology, Vol. 137, No. 1, 2012, pp.41-
  422. H. Kienholz and M. Bichsel, “The Use of Air Photo-graphs for Mapping Natural Hazards in Mountainous Areas: A Study
  423. Photogrammetric Engineering and Remote Sensing, Vol. 54, No. 3, 1988, pp. 357-352
  424. F. A. Kruse, “Mapping Surface Mineralogy Using Imaging Spectrometrey,” Geomorphology, Vol. 137, No. 1, 2012, pp.41-
  425. K. O. Niemann, “Landscape Drainage Modelling to Enhance Landsat Classification Accuracies,” Geocarto International,
  426. in Automated Terrain Analysis,” Computers and Geosciences, Vol. 20, No. 4, 1994, pp. 441-450.
  427. over the Narmada Basin, India,”1994.
  428. 56.
  429. Photogrammetric Engineering and Remote Sensing, Vol. 54, No. 3, 1988, pp. 357-352
  430. J. Chorowicz, J. Kim, S. Manoussis, J.-P. Rudant, P. Foin and I. Veillet, “A New Technique for Recognition of Geological and
  431. Vol. 6, No. 1, 1991, pp. 13-30.
  432. Processes,” Remote Sensing of Environments, Vol. 49, No. 1, 1994, pp. 57-71.
  433. G. J. McDermid and S. E. Franklin, “Spectral, Spatial, and Geomorphometric Variables for Remote Sensing of Slope
  434. P.Simon, “Remote Sensing in Geomorphology,” Oxford Book Company, Jaipur, 2010.
  435. R. G. Craig, “The Spatial Structure of Terrain: A Process Signal in Satellite Digital Images,” Proceedings IEEE Pecora 9
  436. F. Scarciglia, I. Pulice, G. Robustelli and G Vecchio, “Soil Chronosequences on Quaternary Marine Terraces along the
  437. Geology, Vol. 20, 1988, pp
  438. J. Chorowicz, J. Kim, S. Manoussis, J.-P. Rudant, P. Foin and I. Veillet, “A New Technique for Recognition of Geological and
  439. Vol. 6, No. 1, 1991, pp. 13-30.
  440. Based on the Colorado Rocky Mountains, USA,” Mountain Research and Development, Vol. 2, No. 4, 1982, pp. 349-358.
  441. Geomorphological Patterns in Digital Terrain Models,” Remote Sensing of Environment, Vol. 29, No. 3, 1989, pp. 229-239.
  442. F. Scarciglia, I. Pulice, G. Robustelli and G Vecchio, “Soil Chronosequences on Quaternary Marine Terraces along the
  443. Geology, Vol. 20, 1988, pp
  444. over the Narmada Basin, India,”1994.
  445. M. D. Fleming, “An Integrated Approach for Automated Cover-Type Mapping of Large Inaccessible Areas in Alaska,”
  446. R. J. Pike, “The Geometric Signature: Quantifying Landslide Terrain Types from Digital Elevation Models,” Mathematical
  447. M. D. Fleming, “An Integrated Approach for Automated Cover-Type Mapping of Large Inaccessible Areas in Alaska,”
  448. H. Kienholz and M. Bichsel, “The Use of Air Photo-graphs for Mapping Natural Hazards in Mountainous Areas: A Study
  449. F. Scarciglia, I. Pulice, G. Robustelli and G Vecchio, “Soil Chronosequences on Quaternary Marine Terraces along the
  450. Geology, Vol. 20, 1988, pp
  451. Northwestern Coast of Calabria (Southern Ita-ly),” Quaternary International, Vol. 156-157, 2006, pp. 133-155.
  452. R. N. Padhi, S. G. Krishna, K. Sarkar and S. M. Dutta, “Regional Geomorphological Survey for Land Use Pro-gramming
  453. R. J. Pike, “The Geometric Signature: Quantifying Landslide Terrain Types from Digital Elevation Models,” Mathematical
  454. J. Chorowicz, J. Kim, S. Manoussis, J.-P. Rudant, P. Foin and I. Veillet, “A New Technique for Recognition of Geological and
  455. Vol. 6, No. 1, 1991, pp. 13-30.
  456. G. J. McDermid and S. E. Franklin, “Spectral, Spatial, and Geomorphometric Variables for Remote Sensing of Slope
  457. P.Simon, “Remote Sensing in Geomorphology,” Oxford Book Company, Jaipur, 2010.
  458. R. G. Craig, “The Spatial Structure of Terrain: A Process Signal in Satellite Digital Images,” Proceedings IEEE Pecora 9
  459. Northwestern Coast of Calabria (Southern Ita-ly),” Quaternary International, Vol. 156-157, 2006, pp. 133-155.
  460. R. N. Padhi, S. G. Krishna, K. Sarkar and S. M. Dutta, “Regional Geomorphological Survey for Land Use Pro-gramming
  461. H. Kienholz and M. Bichsel, “The Use of Air Photo-graphs for Mapping Natural Hazards in Mountainous Areas: A Study
  462. Northwestern Coast of Calabria (Southern Ita-ly),” Quaternary International, Vol. 156-157, 2006, pp. 133-155.
  463. R. N. Padhi, S. G. Krishna, K. Sarkar and S. M. Dutta, “Regional Geomorphological Survey for Land Use Pro-gramming
  464. Based on the Colorado Rocky Mountains, USA,” Mountain Research and Development, Vol. 2, No. 4, 1982, pp. 349-358.
  465. Geomorphological Patterns in Digital Terrain Models,” Remote Sensing of Environment, Vol. 29, No. 3, 1989, pp. 229-239.
  466. G. J. McDermid and S. E. Franklin, “Spectral, Spatial, and Geomorphometric Variables for Remote Sensing of Slope
  467. P.Simon, “Remote Sensing in Geomorphology,” Oxford Book Company, Jaipur, 2010.
  468. R. G. Craig, “The Spatial Structure of Terrain: A Process Signal in Satellite Digital Images,” Proceedings IEEE Pecora 9
  469. H. Kienholz and M. Bichsel, “The Use of Air Photo-graphs for Mapping Natural Hazards in Mountainous Areas: A Study
  470. H. Kienholz and M. Bichsel, “The Use of Air Photo-graphs for Mapping Natural Hazards in Mountainous Areas: A Study
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  551. J. Chorowicz, J. Kim, S. Manoussis, J.-P. Rudant, P. Foin and I. Veillet, “A New Technique for Recognition of Geological and
  552. Vol. 6, No. 1, 1991, pp. 13-30.
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  557. F. Scarciglia, I. Pulice, G. Robustelli and G Vecchio, “Soil Chronosequences on Quaternary Marine Terraces along the
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  572. Geomorphological Patterns in Digital Terrain Models,” Remote Sensing of Environment, Vol. 29, No. 3, 1989, pp. 229-239.
  573. Processes,” Remote Sensing of Environments, Vol. 49, No. 1, 1994, pp. 57-71.
  574. F. A. Kruse, “Mapping Surface Mineralogy Using Imaging Spectrometrey,” Geomorphology, Vol. 137, No. 1, 2012, pp.41-
  575. K. O. Niemann, “Landscape Drainage Modelling to Enhance Landsat Classification Accuracies,” Geocarto International,
  576. in Automated Terrain Analysis,” Computers and Geosciences, Vol. 20, No. 4, 1994, pp. 441-450.
  577. F. Scarciglia, I. Pulice, G. Robustelli and G Vecchio, “Soil Chronosequences on Quaternary Marine Terraces along the
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  582. K. O. Niemann, “Landscape Drainage Modelling to Enhance Landsat Classification Accuracies,” Geocarto International,
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  584. F. Scarciglia, I. Pulice, G. Robustelli and G Vecchio, “Soil Chronosequences on Quaternary Marine Terraces along the
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  586. J. Chorowicz, J. Kim, S. Manoussis, J.-P. Rudant, P. Foin and I. Veillet, “A New Technique for Recognition of Geological and
  587. Vol. 6, No. 1, 1991, pp. 13-30.
  588. Based on the Colorado Rocky Mountains, USA,” Mountain Research and Development, Vol. 2, No. 4, 1982, pp. 349-358.
  589. Geomorphological Patterns in Digital Terrain Models,” Remote Sensing of Environment, Vol. 29, No. 3, 1989, pp. 229-239.
  590. Processes,” Remote Sensing of Environments, Vol. 49, No. 1, 1994, pp. 57-71.
  591. P. T. Giles, M. A. Chapman and S. E. Franklin, “Incorporation of DEMs Derived by Stereo correlation of Satellite Imagery
  592. R. J. Pike, “The Geometric Signature: Quantifying Landslide Terrain Types from Digital Elevation Models,” Mathematical
  593. Vol. 6, No. 1, 1991, pp. 13-30.
  594. R. J. Pike, “The Geometric Signature: Quantifying Landslide Terrain Types from Digital Elevation Models,” Mathematical
  595. F. A. Kruse, “Mapping Surface Mineralogy Using Imaging Spectrometrey,” Geomorphology, Vol. 137, No. 1, 2012, pp.41-
  596. K. O. Niemann, “Landscape Drainage Modelling to Enhance Landsat Classification Accuracies,” Geocarto International,
  597. in Automated Terrain Analysis,” Computers and Geosciences, Vol. 20, No. 4, 1994, pp. 441-450.
  598. P. T. Giles, M. A. Chapman and S. E. Franklin, “Incorporation of DEMs Derived by Stereo correlation of Satellite Imagery
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  601. Geomorphological Patterns in Digital Terrain Models,” Remote Sensing of Environment, Vol. 29, No. 3, 1989, pp. 229-239.
  602. J. Chorowicz, J. Kim, S. Manoussis, J.-P. Rudant, P. Foin and I. Veillet, “A New Technique for Recognition of Geological and
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  609. R. J. Pike, “The Geometric Signature: Quantifying Landslide Terrain Types from Digital Elevation Models,” Mathematical
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  613. Photogrammetric Engineering and Remote Sensing, Vol. 54, No. 3, 1988, pp. 357-352
  614. R. J. Pike, “The Geometric Signature: Quantifying Landslide Terrain Types from Digital Elevation Models,” Mathematical
  615. F. Scarciglia, I. Pulice, G. Robustelli and G Vecchio, “Soil Chronosequences on Quaternary Marine Terraces along the
  616. Geology, Vol. 20, 1988, pp
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  618. Geomorphological Patterns in Digital Terrain Models,” Remote Sensing of Environment, Vol. 29, No. 3, 1989, pp. 229-239.
  619. Symposium, Silver Springs, 2-4 October 1984, pp. 51-54.
  620. J. Chorowicz, J. Kim, S. Manoussis, J.-P. Rudant, P. Foin and I. Veillet, “A New Technique for Recognition of Geological and
  621. Vol. 6, No. 1, 1991, pp. 13-30.
  622. over the Narmada Basin, India,”1994.
  623. F. Scarciglia, I. Pulice, G. Robustelli and G Vecchio, “Soil Chronosequences on Quaternary Marine Terraces along the
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  625. J. Chorowicz, J. Kim, S. Manoussis, J.-P. Rudant, P. Foin and I. Veillet, “A New Technique for Recognition of Geological and
  626. J. Chorowicz, J. Kim, S. Manoussis, J.-P. Rudant, P. Foin and I. Veillet, “A New Technique for Recognition of Geological and
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  628. over the Narmada Basin, India,”1994.
  629. J. Chorowicz, J. Kim, S. Manoussis, J.-P. Rudant, P. Foin and I. Veillet, “A New Technique for Recognition of Geological and
  630. Vol. 6, No. 1, 1991, pp. 13-30.
  631. H. Kienholz and M. Bichsel, “The Use of Air Photo-graphs for Mapping Natural Hazards in Mountainous Areas: A Study
  632. over the Narmada Basin, India,”1994.
  633. Processes,” Remote Sensing of Environments, Vol. 49, No. 1, 1994, pp. 57-71.
  634. J. Chorowicz, J. Kim, S. Manoussis, J.-P. Rudant, P. Foin and I. Veillet, “A New Technique for Recognition of Geological and
  635. Vol. 6, No. 1, 1991, pp. 13-30.
  636. J. Chorowicz, J. Kim, S. Manoussis, J.-P. Rudant, P. Foin and I. Veillet, “A New Technique for Recognition of Geological and
  637. Vol. 6, No. 1, 1991, pp. 13-30.
  638. Northwestern Coast of Calabria (Southern Ita-ly),” Quaternary International, Vol. 156-157, 2006, pp. 133-155.
  639. R. N. Padhi, S. G. Krishna, K. Sarkar and S. M. Dutta, “Regional Geomorphological Survey for Land Use Pro-gramming
  640. R. J. Pike, “The Geometric Signature: Quantifying Landslide Terrain Types from Digital Elevation Models,” Mathematical
  641. Geomorphological Patterns in Digital Terrain Models,” Remote Sensing of Environment, Vol. 29, No. 3, 1989, pp. 229-239.
  642. over the Narmada Basin, India,”1994.

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