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Accuracy assessment of InSAR derived input maps for landslide susceptibility analysis: a case study from the Swiss Alps 总被引:2,自引:0,他引:2
In recent years SAR interferometry has become a widely used technique for measuring altitude and displacement of the surface
of the earth. Both these capabilities are highly relevant for landslide susceptibility studies. Although there are many problems
that make the use of SAR interferometry less suitable for landslide inventory mapping, it’s use in landslide monitoring and
in the generation of input maps for landslide susceptibility assessment looks very promising. The present work attempts to
evaluate the usefulness and limitations of this technique based on a case study in the Swiss Alps. Input maps were generated
from ERS repeat pass data using SAR interferometry. A land cover map has been generated by image classification of multi-temporal
SAR intensity images. An InSAR DEM was generated and a number of maps were derived from it, such as slope-, aspect, altitude-
and slope form classes. These maps were used to generate landslide and rockfall susceptibility maps, which give fairly well
acceptable results. However, a comparison of the InSAR DEM with the conventional Swisstopo DEM, indicated significant errors
in the absolute height and slope angles derived from InSAR, especially along the ridges and in the valleys. These errors are
caused by low coherence mostly due to layover and shadow effects. Visual comparison of stereo images created from hillshading
maps and corresponding DEMs demonstrate that a considerable amount of topographic details have been lost in the InSAR-derived
DEM. It is concluded that InSAR derived input maps are not ideal for landslide susceptibility assessment, but could be used
if more accurate data is lacking. 相似文献
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A. K. Mahajan Siefko Slob Rajiv Ranjan Rob Sporry P. K. Champati ray Cees J. van Westen 《Journal of Seismology》2007,11(4):355-370
The understanding of geotechnical characteristics of near-surface material is of fundamental interest in seismic microzonation.
Shear wave velocity (Vs), one of the most important soil properties for soil response modeling, has been evaluated through
seismic profiling using the multichannel analysis of surface waves in the city of Dehradun situated along the foothills of
northwest Himalaya. Fifty sites in the city have been investigated with survey lines between 72 and 96 m in length. Multiple
1-D and interpolated 2-D profiles have been generated up to a depth of 30–40 m. The Vs were used in the SHAKE2000 software
in combination with seismic input motion of the recent Chamoli earthquake to obtain site response and amplification spectra.
The estimated Vs are higher in the northern part of the study area (i.e., 200–700 m/s from the surface to a depth of about
30 m) as compared to the south and southwestern parts of the city (i.e., 180–400 m/s for the same depth range). The response
spectra suggest that spectral acceleration values for two-story structures are three to eight times higher than peak ground
acceleration at bedrock. The analysis also suggests peak amplification at 3–4, 2–2.5, and 1–1.5 Hz in the northern, central,
and south-southwestern parts of the city, respectively. The spatial distributions of Vs and spectral accelerations provide
valuable information for the seismic microzonation in different parts of the urban area of Dehradun. 相似文献
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Raymond?FlynnEmail author Daniel?Hunkeler Christine?Guerin Christine?Burn Pierre?Rossi Michel?Aragno 《Environmental Geology》2004,45(4):504-517
Geochemical heterogeneities may cause spatial variations in virus inactivation rates resulting from interactions with minerals leading to differences in natural disinfection capacity within an aquifer. Column studies investigating the interaction of the bacteriophage H40/1 with natural sands sampled from the Kappelen test site (Kappelen), Bern, Switzerland indicated that inactivation rates are higher for adsorbed bacteriophages than for those suspended in groundwater. Moreover, breakthrough curves obtained from field-based tracer tests at Kappelen indicated that the adsorbed H40/1 is inactivated in-situ at comparable rates. Statistical analyses of mineralogical data failed to demonstrate significant spatial variations in aquifer composition either across the site or with depth. In contrast hydrochemical analyses of groundwater samples collected at Kappelen demonstrated that iron-reducing groundwater occurs below aerobic waters. Tracer breakthrough curves indicate that H40/1 survival is not affected by variable redox conditions. Investigation results suggest that spatial geochemical variability does not significantly affect H40/1s inactivation rate at Kappelen. 相似文献
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Kannaujiya Suresh Chattoraj Shovan Lal Jayalath Dilhani Champati ray Prashant Kumar Bajaj Kushank Podali Shilpika Bisht M. P. S. 《Natural Hazards》2019,97(3):1191-1208
Natural Hazards - During the extreme precipitation event of 15th–17th June 2013 in Garhwal Himalaya, glacial lake outburst flooding accompanied by numerous landslides and flash flood events... 相似文献
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M. A. A. Patwary P. K. Champati ray Irshad Parvaiz 《Journal of the Indian Society of Remote Sensing》2009,37(3):493-509
Structurally disturbed zones of Himalaya are among the worst landslide affected regions in the world. Although landslides
are induced/triggered either by torrential rain during monsoon or by seismic activity in the region, the inherent terrain
conditions characterize the prevailing basic conditions susceptible to landslides. Using remotely sensed data and Geographic
Information System (GIS), geological and terrain factors can be integrated for preparation of factor maps and demarcation
of areas susceptible to landslides. Moderate to high resolution data products available from Indian Remote Sensing satellites
have been utilized for deriving geological and terrain factor maps, which were integrated using knowledge driven heuristic
approach in Integrated Land and Water Information System (ILWIS) GIS. The resultant map shows division of the area into landslide
susceptibility classes ranked in terms of hazard potential in one of the structurally disturbed zones in western Himalaya
around Rishikesh. 相似文献
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Fuzzy-based method for landslide hazard assessment in active seismic zone of Himalaya 总被引:1,自引:2,他引:1
Landslides in Himalaya cause widespread damage in terms of property and human lives. It the present study, an attempt is made
to derive information on causative parameters and preparation of landslide-susceptible map using fuzzy data integration in
one of the seismically active region of Garhwal Himalaya that was recently devastated by a huge landslide. High-resolution
remotely sensed data products acquired from Indian Remote Sensing Satellite before and after the landslide event were processed
to improve interpretability and derivation of causative parameters. Spatial data sets such as lithology, rock weathering,
geomorphology, lineaments, drainage, land use, anthropogenic factor, soil type and depth, slope gradient, and slope aspect
were integrated using fuzzy gamma operator. The final map was reclassified in to five classes such as highly to lowly susceptible
classes based on cumulative cutoff. The result shows around 72% of known landslide areas including the large Uttarkashi landslide
in the high and very high susceptibility classes comprising of only 37% of the total area. The precipitation data from ground-
and satellite-based observations were compared; the precipitation threshold and the role of seismic activity were analyzed
for initiation of landslide. 相似文献
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Champati Anil Kanta Sheikh Janisar M. Patel Suresh Chandra Naik Ashutosh Behera Duryadhana 《International Journal of Earth Sciences》2017,106(7):2473-2474
International Journal of Earth Sciences - 相似文献
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Pratima Pandey S. Nawaz Ali AL. Ramanathan P.K. Champati ray G. Venkataraman 《地学前缘(英文版)》2017,8(4):841-850
Hamtah and Chhota Shigri are two nearby, well monitored glaciers of western Himalaya, lying in the same climatic zone and driven by the same climatic conditions. In this study, topographical characteristics of both the glacier have been explored to understand the role of topography in controlling the glacier response. Further, their topographical characteristics and possible response towards climatic variations have been compared with each other and also with that of the other glaciers in the basin to find out the suitability of these two glaciers to be considered as representative of the region. Multi sensor and multi temporal remote sensing data have been used to carry out to fulfill the objectives. It is found that being in the same climatic zone, the mean accumulation area ratio of Chhota Shigri is 54% and Hamtah is 11% between 1980 and 2014. In comparison to Hamtah, Chhota Shigri glacier has a small upslope area, low compactness ratio indicating the ability of the glacier to receive direct precipitation and solar radiation. The analysis revealed that the Chhota Shigri glacier has a closer resemblance with the other glaciers in the region than Hamtah glacier. Also, the topographical settings of Chhota Shigri glacier are suitable for recording and reflecting year-to-year climatic variations. 相似文献
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