Evaluation of automatic drainage extraction thresholds using ASTER GDEM and Cartosat-1 DEM: A case study from basaltic terrain of Central India

In the study, the digital elevation models from ASTER GDEM and Cartosat-1 of 30 m resolution were used to evaluate the thresholds in automatic extraction of stream network at six thresholds of 0.05 km2, 0.125 km2, 0.25 km2, 0.50 km2, 1.0 km2 and 2.0 km2 in Neri watershed in basaltic terrain of Centr...

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Main Authors: G.P. Obi Reddy, Nirmal Kumar, Nisha Sahu, S.K. Singh
Format: Article
Language:English
Published: Elsevier 2018-04-01
Series:Egyptian Journal of Remote Sensing and Space Sciences
Online Access:http://www.sciencedirect.com/science/article/pii/S1110982317301278
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spelling doaj-99a35697971c4dc89c67935cc2ebedf12020-11-24T23:19:33ZengElsevierEgyptian Journal of Remote Sensing and Space Sciences1110-98232018-04-0121195104Evaluation of automatic drainage extraction thresholds using ASTER GDEM and Cartosat-1 DEM: A case study from basaltic terrain of Central IndiaG.P. Obi Reddy0Nirmal Kumar1Nisha Sahu2S.K. Singh3Corresponding author at: Division of Remote Sensing Applications, National Bureau of Soil Survey & Land Use Planning, Amravati Road, Nagpur 440 033, India.; ICAR-National Bureau of Soil Survey & Land Use Planning, Amravati Road, Nagpur 440 033, IndiaICAR-National Bureau of Soil Survey & Land Use Planning, Amravati Road, Nagpur 440 033, IndiaICAR-National Bureau of Soil Survey & Land Use Planning, Amravati Road, Nagpur 440 033, IndiaICAR-National Bureau of Soil Survey & Land Use Planning, Amravati Road, Nagpur 440 033, IndiaIn the study, the digital elevation models from ASTER GDEM and Cartosat-1 of 30 m resolution were used to evaluate the thresholds in automatic extraction of stream network at six thresholds of 0.05 km2, 0.125 km2, 0.25 km2, 0.50 km2, 1.0 km2 and 2.0 km2 in Neri watershed in basaltic terrain of Central India. At stream thresholds of 0.05 km2, Cartosat-1 DEM shows higher channel initiation points (150) than ASTER (127). As we increase the stream thresholds from 0.05 km2 to 2.0 km2, the channel initiation points are consistently decreased in two input DEMs. The correlation coefficient R2 between the drainage area thresholds and stream length for ASTER and Cartosat-1 DEM shows 0.94 and 0.92, respectively. The comparative evaluation of morphometric indices shows that threshold of 0.05 km2 is found to be optimum to obtain the finer drainage networks particularly from Cartosat-1 DEM, when compare to the ASTER GDEM of same resolution. Keywords: ASTER GDEM, Cartosat-1 DEM, GIS, Drainage network, Thresholdshttp://www.sciencedirect.com/science/article/pii/S1110982317301278
collection DOAJ
language English
format Article
sources DOAJ
author G.P. Obi Reddy
Nirmal Kumar
Nisha Sahu
S.K. Singh
spellingShingle G.P. Obi Reddy
Nirmal Kumar
Nisha Sahu
S.K. Singh
Evaluation of automatic drainage extraction thresholds using ASTER GDEM and Cartosat-1 DEM: A case study from basaltic terrain of Central India
Egyptian Journal of Remote Sensing and Space Sciences
author_facet G.P. Obi Reddy
Nirmal Kumar
Nisha Sahu
S.K. Singh
author_sort G.P. Obi Reddy
title Evaluation of automatic drainage extraction thresholds using ASTER GDEM and Cartosat-1 DEM: A case study from basaltic terrain of Central India
title_short Evaluation of automatic drainage extraction thresholds using ASTER GDEM and Cartosat-1 DEM: A case study from basaltic terrain of Central India
title_full Evaluation of automatic drainage extraction thresholds using ASTER GDEM and Cartosat-1 DEM: A case study from basaltic terrain of Central India
title_fullStr Evaluation of automatic drainage extraction thresholds using ASTER GDEM and Cartosat-1 DEM: A case study from basaltic terrain of Central India
title_full_unstemmed Evaluation of automatic drainage extraction thresholds using ASTER GDEM and Cartosat-1 DEM: A case study from basaltic terrain of Central India
title_sort evaluation of automatic drainage extraction thresholds using aster gdem and cartosat-1 dem: a case study from basaltic terrain of central india
publisher Elsevier
series Egyptian Journal of Remote Sensing and Space Sciences
issn 1110-9823
publishDate 2018-04-01
description In the study, the digital elevation models from ASTER GDEM and Cartosat-1 of 30 m resolution were used to evaluate the thresholds in automatic extraction of stream network at six thresholds of 0.05 km2, 0.125 km2, 0.25 km2, 0.50 km2, 1.0 km2 and 2.0 km2 in Neri watershed in basaltic terrain of Central India. At stream thresholds of 0.05 km2, Cartosat-1 DEM shows higher channel initiation points (150) than ASTER (127). As we increase the stream thresholds from 0.05 km2 to 2.0 km2, the channel initiation points are consistently decreased in two input DEMs. The correlation coefficient R2 between the drainage area thresholds and stream length for ASTER and Cartosat-1 DEM shows 0.94 and 0.92, respectively. The comparative evaluation of morphometric indices shows that threshold of 0.05 km2 is found to be optimum to obtain the finer drainage networks particularly from Cartosat-1 DEM, when compare to the ASTER GDEM of same resolution. Keywords: ASTER GDEM, Cartosat-1 DEM, GIS, Drainage network, Thresholds
url http://www.sciencedirect.com/science/article/pii/S1110982317301278
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