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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1101
Review Paper: Analysis of Landslide Hazard Zones (Hotspots) &
Mitigation in Western Ghat (Chandoli Region, Maharashtra) Using GIS
& Remote Sensing
Mr. Vaibhav Bhagwan Kashyap.1
1Mr. Vaibhav B Kashyap. (M.Tech – Environmental Science & Technology), Environmental Science and Technology
Department, Department of Technology, Shivaji University. Kolhapur, Maharashtra. India.
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract - Landslides are one of the most dangerous
natural disasters in hilly areas. The area surrounding the
previous landslide in Chandoli District is spread over four
districts – Satara, Sangli, Kolhapur and Ratnagiri,
Maharashtra districtswere chosenasthestudyarea. Landsat8
provides the basis for obtaining basic information about
various metrics such as Google Earth, Google Maps and other
satellite imagery, as well as Survey of India (SOI) geographic
pages, NDVI slope, associated relief, water congestion and
geology/lithology. The purpose of this study was to
understand the importance of mapping geological bonds and
landscape features including streams, slopes and features.
Streamline flow is one of the main causes of landslides. Any
corrective action should include one or both of the following
characteristics. Therefore, the most common landslides are
detected using GIS and remote sensing. Analysis images were
collected in February 2022 and analysiswascompletedinMay
and June.
Key Words: Landslide, GIS, Remote Sensing, Mapping,
Survey of India etc.
1. INTRODUCTION
Also known as a landslide or mudslide, a landslide is a
type of damage that includesvariousgroundmotionssuchas
rock falls, deep slope falls, and shallow debris flow. Land
degradation is a major problem in almost every part of the
world as it causes economic or social damage to private and
public property. Natural disasters have demonstrated the
devastating power of mass displacement during a
devastating earthquake that can cost lives and cause
extensive damage to property and infrastructure each year.
Remote Sensing (RS) and Geographic Information Systems
(GIS) play a key role in effective disaster risk reduction and
management and provide a framework for monitoring,
evaluation, fault detection and the development of
appropriate disaster risk managementmeasures.RSand GIS
have become important tools for predicting and measuring
natural hazards in geology. GIS can be used to create risk
analysis models that can be used to save lives and property,
from better knowledge of potential disasters to better
knowledge of potential disasters. Although natural disasters
have increased dramaticallyandfrequentlyoverthepastfew
decades, there has been a tremendous increase in thepower
of technology to mitigate them. As a result, the economic
damage caused by natural disasters increases over time.
These cuts in human settlements, the new urban
environment and the shortening of engineering are
consuming some of the natural budget. A risk assessment is
required to identify any risk assessment areas that can be
used to plan land use. Chandoli region in Maharashtra is
divided by arid climate, low population density, natural
vegetation, low soil conditions, diverse geomorphology and
slope gradient. Any sustainable development strategy in the
Chandoli region (western Ghat) faces significant
environmental challenges such as landslides, waterscarcity,
flooding and groundwater pollution. In addition, risky
behaviors brought about by rapid development rates can
permanently endanger natural resources and culture.
Chandoli and its surroundings were chosen as a study to
assess the environmental risks of the area and to plan the
entire Western Ghats area. The dangers of landslides pose a
serious threat to health, property and infrastructureandcan
be a major barrier to local growth.
2. STUDY AREA
One of Chandoli's most important water resources is under
testing. The tested region is located between latitudes
170°04'00"N and length 170°19'54"D and length
730°40'73"N, and 730°53'09"D length covers an area of one
square. mileage 1385.82.Sub-companydata will be managed
digitally and collateral data will be created on topographic
maps. Limited landscape and metaphor estimates for 1977
and 2005 revealed that 120.9 km2 of coniferforeststhat had
existed for 28 years have now disappeared. On the other
hand, 51.15 km2 in trees and 64.19 km2 in grassy areas. In
addition, forest cover and land use mapsoftheresearcharea
will be included in the data below by using the 'high
probability classification method'. This study will help
demonstrate that the Park supports a variety of shrub
habitats, grasslands, reclaimed land, and conifers. Thestudy
will be used to represent the Western Ghats Tropical and
Radiation Analysis (Chandoli Forest, Maharashtra) and its
environmental impact on the affected area using GIS and
Remote Sensing. Since the Sahyadri range is in the middle of
the study area and receives heavy rainfall, soil erosion is
likely in the region.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1102
Fig -1: Study Area of Chandoli Region
Fig -2: Change in wildlife habitat Study Area of Chandoli
Region
3. Literature
[1] A painting by SS Thigale, AS Khandgetopreparea picture
of the dangerous landslide area of the Ghats in western
Maharashtra, India. Geo informatics 1996
jstat.jst.go.jpFactor
A four-stage website design approach required for the
Western Ghats LHZ mapsisproposed.Accordingly,thestudy
area is divided into four zones with landslidepotential:Most
Dangerous, Dangerous, Medium Dangerous and Low Risk.
The numerical details found in the representation area are
presented and discussed for the efficiency of the operating
system. It has been suggested that the measurement system
could be useful in linking areas affected by the Western
Ghats collapse, and data storage could be usedinGIS/ILWIS.
[2] Pre-landslide risks of the Patan Lateritic Plateau,
Western Ghats, Maharashtra, India. RAD Urai swami, B B
Mascare. scientific world.edu
The Patan Plains, west of the Ghats in Maharashtra, India, is
a step-by-step expedition that has suffered many casualties
in the past. The area receives heavy rainfall and is located
within the epicenter; these two main factors are thecauseof
landslides in these areas. Field, GISandRSstudieswereused
to map the Landslide Hazard Zoning (LHZ) area map. The
Analytical Hierarchical Process (AHP) wasusedtorefinethe
LHZ map, which includes land use - land cover, water
density, geology, slope and aspect layers.
[3] Use of Geospatial Technology in Environmental
Assessment, E Imam, O Lays, MM Hussain-
EnvironmentalImpactAssesment-taylorfrancis.com
In this study, the suitability of the gaur (Bosgaurus) index
was planted in the Indian Chandoli Tiger reserve. This was
obtained in GIS and RS methods.
[4] Forever Earthquake Prediction and your ongoing
monitoring using GIS and recommendation of Kumbharli
Ghats, Maharashtra's WSN System-A. AA Bhondave, Snehal
Rajendra Suryawanshi, Purshottam Deshpande, Umesh
Deshpande.
RS and GIS are widely used to predict global landslides.
Landslides, rock falls, landslides, falls, creeps, etc. in the
Kumbharli Ghats area. ItincludesvarioustypessuchasAster
DEM and Landsat 7 data are used to create different layers
and identify pre-existing landslides and sloping slopes.
Wireless sensor network (WSN) is an importantsystemthat
integrates geophysical sensors with a global mobile
communications system that will provide real-time slide
slope and predict future landslides.
4. Hypothesis
Fig -3: Location Map of study area (Chandoli Area)
[1] Landsat8, Google Earth, Google Maps and other satellite
imagery as well as Survey of India (SOI) landscape sheets
will serve as the basis for deriving key metrics for various
metrics such as NDVI slope, related relief, traffic congestion.
This. And geology/lithology.
[2] The aim of this study will be to understand the
importance of mapping geological bonds and landscape
features including streams, slopes and features.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1103
5. Objectives
Earthquake Assessment in the proposed study area
(Chandoli District).
Investigation of Effective Mitigation Plans and Causes of
Earthquake and Environment of Chandoli District,(Western
Ghats, Maharashtra).
Identify possible causes of Landslide using Landsat8,Google
Earth, Google Maps and other satelliteimagery,aswell asthe
Topographic Survey of India (SOI) pages.
The report will express the overall concept of the research
program and effective mitigation of the current situation
using information on various metrics such as NDVI slope,
relevant relief, water congestion and geography.
The natural impact of soil erosion in the study area
(groundwater levels, vegetation, streams, etc.)
6. Scope
The scope of the research project will be to study and obtain
LANDSLIDE HAZARD ZONES in Chandoli area, Maharashtra
and provide similar discounts. The research work also
includes the determination of a critical LHZ in the Chandoli
area and surrounding Maharashtra area, including river
flow, soil conditions, vegetation, etc., on the affected study
area. It will also look at the natural effects of soil erosion,
such as This will also highlight the importance of research
into various aspects of global warming risks, including
studies in geology and geomorphology, RS and GIS, and
environmental impact and disaster risk management.
7. Methodology
This work will be implemented in the following steps:
1. Production of local site for analysis.
2. Development of analysis maps.
3. Learning Area Slope (DEM) map.
4. Distribution map of the study area.
5. Preparation of the NDVI map of the study area.
6. Landslide Hazard Zoning (LHZ) Maps.
7. Results and Discussions.
REFERENCES
[1] [1] Shahabi, H., & Hashim, M. (2015). A collapse risk
system using mathematical models available on the GIS
and a remote catch book in the tropics. Scientific
reports, 5 (1), 1-15.
[2] [2] Arnous, M. O. (2011). Integrated insights and GIS
approaches to landslip risk assessment: a recordofwhat
happened Wide Waterextent,SouthSinai,Egypt. Coastal
Conservation Journal, 15 (4), 477-497.
[3] Ramakrishnan, D., Ghose, M. K., Chandran, R. V., &
Jeyaram, A. (2005). Probabilistic approaches, GIS and
awareness separation in landslide risk mitigation: a
record of what happened in Sikkim Himalayas, India.
Geo carto International, 20 (4), 53-58.
[4] Chen, T., Niu, R., Du, B., & Wang, Y. (2015). Earthquakes
associated with the GIS system exposure system and
fragmented emotional states:a recordof whathappened
in Zigui Province, Three Georges Warehouse, China.
Environmental Science, 73 (9), 5571-5583.
[5] Pradhan, B., Mansor, S., Pirasteh, S., & Buchroithner, M.
F. (2011). Risk hazards and risk perceptions in a
designated drainage area using a mathematical
geospatial model. International Journal of Remote
Sensors, 32 (14), 4075-4087.
[6] Reis, S., Yalcin, A., Atasoy, M., Nisanci, R. E. C. E. P.,
Bayrak, T., Erduran, M. U. R. A. T., & Ekercin, S. (2012).
Remote anticipation andthe GSLexposuresystembased
on GIS uses the repetition percentage and method of
assessing the order of Rize responsibility (NE Turkey).
Environmental Earth Sciences, 66 (7), 2063-2073.
[7] Gaikwad, S., Chandak, P. G., Kumthekar, M. B., &
Deshpande, P. K. Image Information Support on
Uttarakhand Earthquake Risk Management Maps.
[8] Rai, P. K., Mohan, K., & Kumra, V. K. (2014). Risk of
landslides and an attractive system using random
anticipation and GIS. Scientific research journal, 58, 1-
13.
[9] Sarkar, S., & Kanungo, D. P. (2004). The integrated
approach to the landslip vulnerability system is using
separate thinking and GIS. Graphical Engineering and
Remote Sensing, 70 (5), 617-625.
[10] Ayalew, L., & Yamagishi, H. (2005). Application for
modification of GIS content for landsliderisk programin
the mountains of Kakuda-Yahiko, Central Japan.
Geomorphology, 65 (1-2), 15-31
[11] Saint G. 1980. A divided feeling of manythings:satellites
provide a new way to manage Earth's finances.
ActaAstronautica, 7: 373-383
[12] Singh A. 1989. Methods for obtaining digital change
using the expected dose bychance.International Journal
of Remote Sensing, 10: 989-1003
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1104
[13] Singh IJ, Mizaurahaman M, Kushwaha SPS. 2006. A
review of the impact of expansions on stock expansion
in the Tahno Dehradun Forest Division range using
integrated monitoring and GIS. Journal of the Indian
Society of Remote Sensing, 34: 209-217
[14] Smith DP, Atkinson SF. 2001. The accuracy of the
development using a world-class map against sub-GPS
control points. Photogrammetric photography and split
vision, 67: 565-570
[15] Stone TA, Lefebvre P. 1998. It uses a multi temporal
subsidiary dossier to judge a discriminatory record in
Para Brazil. International Journal of Remote Sensitive,
19: 2517–2526
[16] Sugumaran R, Pavuluri MK, Zerr D. 2003. The use of
metaphorical metaphors to label various forest species
using a established and legal-class distinction method.
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[17] Tahir M, Hussain T. 2008. Natural geography. Jawahar
Publishers and Distributors, New Delhi, India
[18] Thakur AK, Sing S, Roy PS. 2008. Ortho dose adjustment
of IRS-P6 LISS-IV dose using Landsat ETM and SRTM
database in Himalayas of Chamoli District Uttarakhand.
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[19] Victorov S, Kildjushevsky E, Sukhacheva L, et al. 2007.
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[20] Vitousek PM, Mooney HA, Lubchenco J, et al. 1997.
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[21] William JS. 2006. Biochemical Methods: A Handbook.
Cambridge University Press, USA Wu J, Hobbs R. 2002.
Key issues and research planning in rural conservation:
an unusual combination. LandscapeEcology,17:355-36
BIOGRAPHIES
Mr. Vaibhav Bhagwan Kashyap
PG Scholar (M. tech – Environmental
Science & Technology), Environmental
Science & Technology Department.
Department of Technology, Shivaji
University. Kolhapur. Maharashtra

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Review Paper: Analysis of Landslide Hazard Zones (Hotspots) & Mitigation in Western Ghat (Chandoli Region, Maharashtra) Using GIS & Remote Sensing

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1101 Review Paper: Analysis of Landslide Hazard Zones (Hotspots) & Mitigation in Western Ghat (Chandoli Region, Maharashtra) Using GIS & Remote Sensing Mr. Vaibhav Bhagwan Kashyap.1 1Mr. Vaibhav B Kashyap. (M.Tech – Environmental Science & Technology), Environmental Science and Technology Department, Department of Technology, Shivaji University. Kolhapur, Maharashtra. India. ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract - Landslides are one of the most dangerous natural disasters in hilly areas. The area surrounding the previous landslide in Chandoli District is spread over four districts – Satara, Sangli, Kolhapur and Ratnagiri, Maharashtra districtswere chosenasthestudyarea. Landsat8 provides the basis for obtaining basic information about various metrics such as Google Earth, Google Maps and other satellite imagery, as well as Survey of India (SOI) geographic pages, NDVI slope, associated relief, water congestion and geology/lithology. The purpose of this study was to understand the importance of mapping geological bonds and landscape features including streams, slopes and features. Streamline flow is one of the main causes of landslides. Any corrective action should include one or both of the following characteristics. Therefore, the most common landslides are detected using GIS and remote sensing. Analysis images were collected in February 2022 and analysiswascompletedinMay and June. Key Words: Landslide, GIS, Remote Sensing, Mapping, Survey of India etc. 1. INTRODUCTION Also known as a landslide or mudslide, a landslide is a type of damage that includesvariousgroundmotionssuchas rock falls, deep slope falls, and shallow debris flow. Land degradation is a major problem in almost every part of the world as it causes economic or social damage to private and public property. Natural disasters have demonstrated the devastating power of mass displacement during a devastating earthquake that can cost lives and cause extensive damage to property and infrastructure each year. Remote Sensing (RS) and Geographic Information Systems (GIS) play a key role in effective disaster risk reduction and management and provide a framework for monitoring, evaluation, fault detection and the development of appropriate disaster risk managementmeasures.RSand GIS have become important tools for predicting and measuring natural hazards in geology. GIS can be used to create risk analysis models that can be used to save lives and property, from better knowledge of potential disasters to better knowledge of potential disasters. Although natural disasters have increased dramaticallyandfrequentlyoverthepastfew decades, there has been a tremendous increase in thepower of technology to mitigate them. As a result, the economic damage caused by natural disasters increases over time. These cuts in human settlements, the new urban environment and the shortening of engineering are consuming some of the natural budget. A risk assessment is required to identify any risk assessment areas that can be used to plan land use. Chandoli region in Maharashtra is divided by arid climate, low population density, natural vegetation, low soil conditions, diverse geomorphology and slope gradient. Any sustainable development strategy in the Chandoli region (western Ghat) faces significant environmental challenges such as landslides, waterscarcity, flooding and groundwater pollution. In addition, risky behaviors brought about by rapid development rates can permanently endanger natural resources and culture. Chandoli and its surroundings were chosen as a study to assess the environmental risks of the area and to plan the entire Western Ghats area. The dangers of landslides pose a serious threat to health, property and infrastructureandcan be a major barrier to local growth. 2. STUDY AREA One of Chandoli's most important water resources is under testing. The tested region is located between latitudes 170°04'00"N and length 170°19'54"D and length 730°40'73"N, and 730°53'09"D length covers an area of one square. mileage 1385.82.Sub-companydata will be managed digitally and collateral data will be created on topographic maps. Limited landscape and metaphor estimates for 1977 and 2005 revealed that 120.9 km2 of coniferforeststhat had existed for 28 years have now disappeared. On the other hand, 51.15 km2 in trees and 64.19 km2 in grassy areas. In addition, forest cover and land use mapsoftheresearcharea will be included in the data below by using the 'high probability classification method'. This study will help demonstrate that the Park supports a variety of shrub habitats, grasslands, reclaimed land, and conifers. Thestudy will be used to represent the Western Ghats Tropical and Radiation Analysis (Chandoli Forest, Maharashtra) and its environmental impact on the affected area using GIS and Remote Sensing. Since the Sahyadri range is in the middle of the study area and receives heavy rainfall, soil erosion is likely in the region.
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1102 Fig -1: Study Area of Chandoli Region Fig -2: Change in wildlife habitat Study Area of Chandoli Region 3. Literature [1] A painting by SS Thigale, AS Khandgetopreparea picture of the dangerous landslide area of the Ghats in western Maharashtra, India. Geo informatics 1996 jstat.jst.go.jpFactor A four-stage website design approach required for the Western Ghats LHZ mapsisproposed.Accordingly,thestudy area is divided into four zones with landslidepotential:Most Dangerous, Dangerous, Medium Dangerous and Low Risk. The numerical details found in the representation area are presented and discussed for the efficiency of the operating system. It has been suggested that the measurement system could be useful in linking areas affected by the Western Ghats collapse, and data storage could be usedinGIS/ILWIS. [2] Pre-landslide risks of the Patan Lateritic Plateau, Western Ghats, Maharashtra, India. RAD Urai swami, B B Mascare. scientific world.edu The Patan Plains, west of the Ghats in Maharashtra, India, is a step-by-step expedition that has suffered many casualties in the past. The area receives heavy rainfall and is located within the epicenter; these two main factors are thecauseof landslides in these areas. Field, GISandRSstudieswereused to map the Landslide Hazard Zoning (LHZ) area map. The Analytical Hierarchical Process (AHP) wasusedtorefinethe LHZ map, which includes land use - land cover, water density, geology, slope and aspect layers. [3] Use of Geospatial Technology in Environmental Assessment, E Imam, O Lays, MM Hussain- EnvironmentalImpactAssesment-taylorfrancis.com In this study, the suitability of the gaur (Bosgaurus) index was planted in the Indian Chandoli Tiger reserve. This was obtained in GIS and RS methods. [4] Forever Earthquake Prediction and your ongoing monitoring using GIS and recommendation of Kumbharli Ghats, Maharashtra's WSN System-A. AA Bhondave, Snehal Rajendra Suryawanshi, Purshottam Deshpande, Umesh Deshpande. RS and GIS are widely used to predict global landslides. Landslides, rock falls, landslides, falls, creeps, etc. in the Kumbharli Ghats area. ItincludesvarioustypessuchasAster DEM and Landsat 7 data are used to create different layers and identify pre-existing landslides and sloping slopes. Wireless sensor network (WSN) is an importantsystemthat integrates geophysical sensors with a global mobile communications system that will provide real-time slide slope and predict future landslides. 4. Hypothesis Fig -3: Location Map of study area (Chandoli Area) [1] Landsat8, Google Earth, Google Maps and other satellite imagery as well as Survey of India (SOI) landscape sheets will serve as the basis for deriving key metrics for various metrics such as NDVI slope, related relief, traffic congestion. This. And geology/lithology. [2] The aim of this study will be to understand the importance of mapping geological bonds and landscape features including streams, slopes and features.
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1103 5. Objectives Earthquake Assessment in the proposed study area (Chandoli District). Investigation of Effective Mitigation Plans and Causes of Earthquake and Environment of Chandoli District,(Western Ghats, Maharashtra). Identify possible causes of Landslide using Landsat8,Google Earth, Google Maps and other satelliteimagery,aswell asthe Topographic Survey of India (SOI) pages. The report will express the overall concept of the research program and effective mitigation of the current situation using information on various metrics such as NDVI slope, relevant relief, water congestion and geography. The natural impact of soil erosion in the study area (groundwater levels, vegetation, streams, etc.) 6. Scope The scope of the research project will be to study and obtain LANDSLIDE HAZARD ZONES in Chandoli area, Maharashtra and provide similar discounts. The research work also includes the determination of a critical LHZ in the Chandoli area and surrounding Maharashtra area, including river flow, soil conditions, vegetation, etc., on the affected study area. It will also look at the natural effects of soil erosion, such as This will also highlight the importance of research into various aspects of global warming risks, including studies in geology and geomorphology, RS and GIS, and environmental impact and disaster risk management. 7. Methodology This work will be implemented in the following steps: 1. Production of local site for analysis. 2. Development of analysis maps. 3. Learning Area Slope (DEM) map. 4. Distribution map of the study area. 5. Preparation of the NDVI map of the study area. 6. Landslide Hazard Zoning (LHZ) Maps. 7. Results and Discussions. REFERENCES [1] [1] Shahabi, H., & Hashim, M. (2015). A collapse risk system using mathematical models available on the GIS and a remote catch book in the tropics. Scientific reports, 5 (1), 1-15. [2] [2] Arnous, M. O. (2011). Integrated insights and GIS approaches to landslip risk assessment: a recordofwhat happened Wide Waterextent,SouthSinai,Egypt. Coastal Conservation Journal, 15 (4), 477-497. [3] Ramakrishnan, D., Ghose, M. K., Chandran, R. V., & Jeyaram, A. (2005). Probabilistic approaches, GIS and awareness separation in landslide risk mitigation: a record of what happened in Sikkim Himalayas, India. Geo carto International, 20 (4), 53-58. [4] Chen, T., Niu, R., Du, B., & Wang, Y. (2015). Earthquakes associated with the GIS system exposure system and fragmented emotional states:a recordof whathappened in Zigui Province, Three Georges Warehouse, China. Environmental Science, 73 (9), 5571-5583. [5] Pradhan, B., Mansor, S., Pirasteh, S., & Buchroithner, M. F. (2011). Risk hazards and risk perceptions in a designated drainage area using a mathematical geospatial model. International Journal of Remote Sensors, 32 (14), 4075-4087. [6] Reis, S., Yalcin, A., Atasoy, M., Nisanci, R. E. C. E. P., Bayrak, T., Erduran, M. U. R. A. T., & Ekercin, S. (2012). Remote anticipation andthe GSLexposuresystembased on GIS uses the repetition percentage and method of assessing the order of Rize responsibility (NE Turkey). Environmental Earth Sciences, 66 (7), 2063-2073. [7] Gaikwad, S., Chandak, P. G., Kumthekar, M. B., & Deshpande, P. K. Image Information Support on Uttarakhand Earthquake Risk Management Maps. [8] Rai, P. K., Mohan, K., & Kumra, V. K. (2014). Risk of landslides and an attractive system using random anticipation and GIS. Scientific research journal, 58, 1- 13. [9] Sarkar, S., & Kanungo, D. P. (2004). The integrated approach to the landslip vulnerability system is using separate thinking and GIS. Graphical Engineering and Remote Sensing, 70 (5), 617-625. [10] Ayalew, L., & Yamagishi, H. (2005). Application for modification of GIS content for landsliderisk programin the mountains of Kakuda-Yahiko, Central Japan. Geomorphology, 65 (1-2), 15-31 [11] Saint G. 1980. A divided feeling of manythings:satellites provide a new way to manage Earth's finances. ActaAstronautica, 7: 373-383 [12] Singh A. 1989. Methods for obtaining digital change using the expected dose bychance.International Journal of Remote Sensing, 10: 989-1003
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1104 [13] Singh IJ, Mizaurahaman M, Kushwaha SPS. 2006. A review of the impact of expansions on stock expansion in the Tahno Dehradun Forest Division range using integrated monitoring and GIS. Journal of the Indian Society of Remote Sensing, 34: 209-217 [14] Smith DP, Atkinson SF. 2001. The accuracy of the development using a world-class map against sub-GPS control points. Photogrammetric photography and split vision, 67: 565-570 [15] Stone TA, Lefebvre P. 1998. It uses a multi temporal subsidiary dossier to judge a discriminatory record in Para Brazil. International Journal of Remote Sensitive, 19: 2517–2526 [16] Sugumaran R, Pavuluri MK, Zerr D. 2003. The use of metaphorical metaphors to label various forest species using a established and legal-class distinction method. Geoscience and distant hearing, 41: 1933-1939 [17] Tahir M, Hussain T. 2008. Natural geography. Jawahar Publishers and Distributors, New Delhi, India [18] Thakur AK, Sing S, Roy PS. 2008. Ortho dose adjustment of IRS-P6 LISS-IV dose using Landsat ETM and SRTM database in Himalayas of Chamoli District Uttarakhand. Current Science, 95: 1459 [19] Victorov S, Kildjushevsky E, Sukhacheva L, et al. 2007. The discovery of the transformation of the coastal region through the use of divisive metaphors and residential text. In: Use of Environmental Science for Environmental Assessment (IP etrosillo etc., eds). Springer, Netherlands, 155-164 [20] Vitousek PM, Mooney HA, Lubchenco J, et al. 1997. Human subjection to the world. Science, 277: 494-499 [21] William JS. 2006. Biochemical Methods: A Handbook. Cambridge University Press, USA Wu J, Hobbs R. 2002. Key issues and research planning in rural conservation: an unusual combination. LandscapeEcology,17:355-36 BIOGRAPHIES Mr. Vaibhav Bhagwan Kashyap PG Scholar (M. tech – Environmental Science & Technology), Environmental Science & Technology Department. Department of Technology, Shivaji University. Kolhapur. Maharashtra