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Ghosh S.K
S.K. Ghosh Professor scangfce[at] +91 - 1332 - 285463
Professional Background
2016PresentProfessor (HAG)Civil Engg IIT Roorkee
20072015ProfessorIIT Roorkee
20012007Associate ProfessorIIT Roorkee
19962001Assistant ProfessorIIT Roorkee
19831996LecturerUniversity of Roorkee
19821983Teaching AssistantUniversity of Roorkee
Honors and Awards
Thomson Gold medal University of Roorkee1980
Commonwealth Scholarship for higher studies leading to a Ph.DBritish Council 1988-1991
Vijay Shree Award India International Friendship Society, New Delhi
Glory of India Gold MedalInternational Institute for Success Awareness, New Delhi
Indira Gandhi Shiromani Award for Excellence in research and teachingIIFS, New Delhi
Educational Details
Ph.DCivil EngineeringUniversity of Strathclyde Glasgow UK1991
M.E. CivilGeomatics EnggUniversity of Roorkee Roorkee India1982
B.E CivilCivil EngineeringUniversity of Roorkee Roorkee India1980
Administrative Background
Jan 1,2012May 31, 20Chief AdvisorStudents Club
20072009Hononary SecretaryFaculty Forum
20082009Honanary Secretary,All India IIT Faculty Forum
20062006Chief WardenJawahar Bhawan
20082009Honanary SecretaryAll India IITR Faculty Forum
20122014ConvenerTime Table Committee
Sponsored Research Projects
TopicFunding AgencyYear
Extraction of thematic layers for the state of UP, Haryana, Uttaranchal, and UT of Chandigarh using NIC, New Delhi2007
Development of Building attributes using high resolution remote sensing data setRMSI, India2006
Develpt. of a critical Infrastructure Information System in a GIS Envt. for maintenance of bridgesDept. of Science & Technology2006
Road profile correction for road no 102, 108, 109 in NCRCPWD, New Delhi2006
Hydrological & Topographical Survey of Taj Expressway (90-165km)J.P.I.L. New Delhi2006
Extraction of thematic layer for Greater Noida.Greater Noida Authority2006
Extraction of thematic layers for the state of UP, Haryana, Uttaranchal, and UT of ChandigarhNIC, New Delhi2006
Profile correction on Lok Nayak Setu and ITO setuCPWD, New Delhi2006
Profile correction on Nizamuddin bridge on NH 24CPWD, New Delhi2006
Profile correction for road along Ghazipur drainCPWD, New Delhi2006
Hydrological & Topographical Survey of Taj Expressway (47-90km)J.P.I.L. New Delhi2005
Development of semi-automated procedures for city map updation using high resolution CARTOSAT dataISRO, Bangalore2004
Remote Sensing aided idealisation of space – time variant behaviour of channel geometry of River BraMin. of Water Resources2000
Drainage Analysis of tea garden areas affected by waterlogging U.P. Govt1999
Spatio – temporal analysis of River Kosi using satellite data AICTE1999
Hydraulic Analysis of River Kosi using Remote Sensing Data.U.P Govt1996
Eco Regeneration of Pushkar LakeMin.of Forest & Env1985
  • Indian Society of Remote Sensing, Life Member
  • International Association of Hydrological Sciences, Life Member
  • Indian National Cartographic Association, Life Member
  • Indian InSAR Group, Life Member
  • Indian Society for Geomatics, Life Member
  • Institute of Urban Transport, LIfe Member
  • Indian Society for Construction material and Structures, LIfe Member
  • Indian Institution of Engineers (India)., Fellow
  • Journal of Hydrology, Indian Association of Hydrologist, Reviewer
  • Italian Journal of Remote Sensing, . Reviewer
  • GeoCarto International Journal, Reviewer
Teaching Engagements
TitleCourse CodeClass NameSemester
Geomatics EngineeringCE-321B.Tech III yrAutumn
GIS and its applicationsCe-631M.TechSpring
Geomatics EnggCE-321B.Tech III yrAutumn
Remote sensing for Land Cover & Land useCE-636M.Tech Civil I yrSpring
Land cover & Land Use using Remote sensingCE-613M.Tech (Geomatics) I yearSpring
GISCEN-614M.Tech Civil I yrSpring
Projects and Thesis Supervised
Title of ProjectNames of Students
Eco-Regeneration – A case study for Pushkar Valley.Onkar Dikshit
Study of planform changes in a selected reach of an alluvial river using remote sensing data Ashok Kumar
A study on the feasibility of selection of training data for image analysisAjay Mathur
A study on various change detection techniques using digital remote sensing data G.Tata Rao
Detection of linear features using various filters on satellite imagesVijay Veer
Extraction of some of the basin characteristics using digital elevation modelVinay Yadav
A comparative study of some of the vegetation indices including Tasselled Cap TransformationSandeep
Morphological study in a reach of River Ganga using satellite dataLt.Col.A.K.Kher
A study of various feature selection techniques in digital remote sensing analysis.D.K.Jha
Integration of ANNIE into a hydrological modelS.K.Balabantray
Morphological analysis for identification of river training sites in a stretch of river Ganga using Mohd. Arshad
Hydromorphological study of the river Kosi in a selected reach using extremal hypothesis and satelliK. K. Misra
Delineation of stream network using DEMM.Sravan Kumar
A knowledge based system for classification of obstacles in war planningD.K. Tolikar
A study of river morphological analysis of Brahmaputra Rive from Dibrugarh to Majuli IslandU.P.Gupta
Case study of drainage problem for a plantation area using GIS techniquesK. Vamsi Krishna Naidu
Geomorphological analysis of an alluvial river using GISS. Mohana Mani Kumar
Study of waterlogging within a flood plain area using remote sensing dataV.S. Jauhari
Application of Remote Sensing and GIS for Oil Exploration – A case study from Cauvery basinAtul Kant Piyoosh
A study of river change patern using Remote SensingB. Ramana Rao
Artificial Nueral Network (ANN) based spetio temporal studies for a typical reach of Brahmaputr T.S. Patil
Development of a knowledge based system for military useRajat Baijal
Modeling of river morphology using remote sensing techniquesGopi Madana
Improvement of supervised classification accuracy using synthetically generated images derived from P. Subash Babu
Spatio-temporal morphological analysis using satellite data for a reach of river brahmaputraM.K.Singh
Channel changes of an alluvial river using remote sensing inputs in a GIS environment.J.N.Singh
Determination of topographic elevations using SAR Interferometry and GPS data.V.V.Poorna Chandra Rao
Geocoding of SAR Data and its AccuracyRitesh Agarwal
Haridwar Tourist Information SystemAnurag Ohri
Accuracy assessment of remotely sensed derived thematic mapsMohd. Ala Shalan
Comparison of classifier in various image processing softwareCh. Mahendra reddy
Simulation of surface deformation of SAR interferommetryP. Navi Kanth
Evaluation of irrigation performance parameters using RS & GISMs. U. Sirisha
GIS for site suitability in urban planningVipin Soni
Raod accident analysis for Dehradun city within GIS Env.Jay Kumar Uraon
GIS based feasibility study for airship travel in a part of Uttaranchal StateD. Ravi Kumar
Tourism GIS for Uttaranchal StateVenkateswarlu K.
GIS based analysis for identification of water logged area – a case study of Tawa project.Yance Pabisa
Assessment of Quality of DEM generated from topographical maps and GPS dataBuddhi Sagar Singh
A comparative study of some supervised neural network algorithms for image classificationVamsee Krishna K
GIS based Modeling for Rural Infrastructural PlanningPolamreddi Sreenu
Development of world wide GIS based earthquake information systemJaganniwas
A study of irrigation water management practices using remote sensing and GISTansukh Khatri
Micro Seismic Zonation of NCR regionSubramania, A.M.
GIS application for identification of accident black spots for two highwaysM. Chakravarthy
Block level Transport network planning and management using GISDeviprasad Mohapatra
Object identification using texture based classificationSiddhartha Khare
GRACE data based analysis of recent mass variation in Himalaya and Ganga plainsPrateek Verma
Assessment of some crop yield models using geomatics toolsVishal Sharma
GIS based medical facility planning in rural areasAvinash Kumar
Comparison of accuracy assessment for soft classification techniquesKishore Kumar
SWAT model based hydrological analysis with GIS based TechniqueRavi Kumar Singh
Development of a 3 D information system of an area using Geomatics toolsSandip De
A comparative assessment of some unsupervised classification algorithmsNikhil Saxena
3D Modelling of ESTP Cachan, France by 3D scanner for the assessment of thermal effectsMudit Kapoor
Analysis of satellite derived maps and hydrological data for identification of navigation problems iHari Prasad Ishar
Research Scholar Groups
Scholar NameInterest
Priyadarshi UpadhyayRemote Sensing (Soft-classification Algorithms, Sub-pixel Classification), GIS, GPS,
Rakesh DwivediSub pixel classification, Soft classification Algorithms, Remote Sensing
Siddhartha KhareRemote Sensing (Object Based Image Analysis, Biodiversity Assessment), GIS, GPS, Image Processing
Prateek Verma Remote Sensing and Application (Climate Change Impact), Grace, GIS,GPS, Digital Image Processing
Upendra SinghImage Processing (MATLAB), Remote Sensing
Abhishek BhattObject-Based Image analysis, Image Processing (Image Fusion)
Virendra YadavFuzzy based Image Analysis, Remote Sensing, GIS
Atul Kant PiyooshRemote Sensing, GIS, Climate Change
Nitin GavankarImage Processing
Rashmi SainiSoft classification
Kapil PandeyImage Processing, forest fire detection
PHDs Supervised
TopicScholar NameStatus of PHDRegistration Year
Mapping of Tea gardens from satellite images - A fuzzy knowledge based image interpretationJ. K. GhoshA1994-1996
Rainfall – Runoff modelling using digital elevation model and remote sensing dataA. K. NigamA1993-1997
Evaluation of soft classifiers for remote sensing dataMohd. Abd El-Aziz Ibrahim Abd El-AzizA2001-2004
Evaluation of spectral biophysical parameters for a few agricultural crops.N.Rama RaoA2006
Drought assessment using remote sensing and GIS TECHNIQUESShiva PrakashA2002-2006
Investigation in sub-pixel classification approaches for landuse nd land cover mappingAnil KumarA2004-2007
GIS based planning Model for Rural Infrastructure Development.Mili GhoshA2003-2008
Assessment of waterlogging in a canal command area using remote sensingSirisha UppaluriA2003
Distributed Modelling of Runoff and Sediment Yield Based on Geospatial TechniquesRAAJ. RAMSANKARANA2005-2010
Distributed Conjunctive use Modelling using Remote sensing and GISBhaskar Ramachandra NikamA2005-2011
Earthquake damage identification using geomatics toolsSandeep Singh SengarA2009-2013
Time series analysis of satellite data for single Land Cover IdentificationPriyadarshi UpadhyayA2009-2014
Fuzzy hybrid approaches for soft classification of satellite imagesRakesh DwivediA2010
Urban Road Information and Management System (RIMS) using Geospatial ToolsSandeep GuptaA2008
Study of Image Fusion Techniques for Multisensor Satellite data setsUpendra SinghA2011
Object-based change detection for urban growth using Geospatial techniquesAbhishek Kumar BhattA2012
Impact of Landuse on Climatic change using geomatics tools.Atul Kant PiyooshO2013
Development of disaster action plans using Geospatial toolsVeerendra YadavO2013
Study on Biodiversity changes using geomatics toolsSiddarth KhareO2013
Study the movement on glaciers using remote sensing dataPrateek VermaO2013
study on spatial filtering on high resolution dataNitin GavankarO2014
Urban Mapping using Landsat dataVijendra Singh BrahmeO2014
Investigation in soft classificationRashmi SainiO2016
Detection and mapping of forest fires using geomatics toolsKapil PandeyO2016
Visits to outside institutions
Institute VisitedPurpose of VisitDate
Institute of Geography, Hanoi, VietnamCompletion of Indo-Vietnam (DST-MOST) collaborative project from March16-29, 201416-30/3/14
Deptt of Geography, HUS, HanoiIndo-Vietnam (DSt-MOST) bi-lateral project on "Institutional Capacity reinforcement of Hanoi University of Science,in education and research in remote sensing and GIS applied to monitoring and management of natural resources" from May 26-June 17, 2010.26/5-17/6
Institute of Geography, VAST, HanoiIndo-Vietnam (DST-MOST) bi-lateral project on "Development of geo-informatic techniques for defining sensitive and vulnerable drought areas under impact of global climatic change in Southern Central of Veitnam ( Case study in Ninh Thuan Province)" from 17-30, June, 2012
Deptt of Land RecordsProject proposal presentation Department of Land Records, Govt of Laos.17-25/6/10
Department of Geography, Hanoi University of Science, Hanoi Special Lecture at Department of Geography, Hanoi University of Science, Hanoi on Geospatial application for earthquake damage identification.25/3/2014
Portugal Convention CentrePaper presentation in 15th World Conference in Earthquake Engg at Lisbon Portugal from Sept 24-28, 201224/9/2012
Chaing Mai Convention CentrePaper presentation in the 4th GRID, Chang Mai Thailand from Oct 19-21, 201019/10/2010
Indian Institute of Remote Sensing, Dehradun.Expert lecture on Advances trends in image classification21/01/2008
IIT DelhiDST Expert Committee on Bio Geo data base for Himalayan Ecology21/07/2008
VNIT, SuratNBA-AICTE Accreditation Visit26/09/2008
Anna University, ChennaiNBA-AICTE Accreditation Visit24/10/2008
NDRI, KarnalExpert, DST Project Assessment Committee11/11/2008
Biju Patnaik Tech. University, BhubaneshwarSelection Committee16/12/2008
IIT DelhiDST Expert Committee on Bio Geo data base for Himalayan Ecology22/12/2008
Ghousia College of Engineering, Ramanagaram, KarnatakaNBA-AICTE Accreditation Visit18/05/2007
Maharastra Institute of Technology, Pune NBA-AICTE Accreditation Visit11/06/2007
Govt. College of Engg, BelgaumNBA-AICTE Accreditation Visit13/07/2007
Biju Patnaik Technical University, BhubhaneshwarSelection Committee25/07/2007
Harcourt Bulter Technical Institute, KanpurNBA-AICTE Accreditation Visit29/09/2007
Indian Institute of Remote Sensing, DehradunExpert lecture on Digital Terrain modelling18/10/2007
National Institute of Technology, HamirpurNBA-AICTE Accreditation Visit26/10/2007
Govt. College of Engg, AurangabadNBA-AICTE Accreditation Visit28/12/2007
University College of Engineering, Burla, Distt SambalpurNBA-AICTE Accreditation Visit28/04/2006
Jawahar Lal Nehru National College of Engineering, ShimogaNBA-AICTE Accreditation Visit26/05/2006
Indian Institute of Remote Sensing, DehradunTo deliver expert Lecture15/10/2005
Indian Institute of Remote Sensing, Dehradun.To deliver expert Lecture04/12/2005
Adhiyamaan College of Engineering, Dr.M.G.R.Nagar, Hosur, Krishnagiri District, Tamil NaduNBA visit to Adhiyamaan College of Engineering, Dr.M.G.R.Nagar, Hosur, Krishnagiri District, Tamil Nadu from Sept 12-14, 201412-14 Sept
NIT WarangalNBA visit to NIT Warangal Oct 10-12, 201410/10/14
College of Engineering, PuneNBA VisitApril 3 -5
B.S. Abdur Rehman University, ChennaiNBA visit24-26/4/15
IIRS, DehradunAs examiner for Digital Image Processing Subject9/12/2015
IIRS, DehradunAs thesis examinerMarch 2015
Special Lectures Delivered
DTM – Principles and Basics ( 1½ Hrs)IIRS DehradunOctober 15
DTM – Modelling and Application ( 1½ Hrs)IIRS DehradunOctober 15
Books Authored

Remote sensing and Geographical Information System published by Narosa (2006)

Digital Image Processing by Narosa Publishing House, New Delhi (2012)

Refereed Journal Papers
  1. Nigam, A.K., P.K.Garg and S.K.Ghosh, (1995), Utility of IRS LISS II data for the extraction of Basin Characteristics, Indian Surveyor, July 1995. Pg 1-11.
  2. Veer, V., S.K.Ghosh & P.K.Garg, (1997), Use of satellite data for the delineation of road network of a part of New Delhi, Indian Road Congress, Dec 1997. *
  3. Arora, M. and S.K.Ghosh, (1998), Classification Accuracy indices: their definitions, comparison and a brief review. Asia Pacific Journal of Remote Sensing, Dec 1998.
  4. Ghosh J.K., S.K.Ghosh, P.N.Godbole, (2002), Automated Interpretation of sub-pixel water cover from satellite data, Journal of the Indian Society of Remote Sensing, Vol 30, No 1. & 2. March & June 2002, pp 53 – 60.
  5. Ghosh J.K., S.K.Ghosh, P.N.Godbole, (2002), An evaluation of fuzzy classifications from IRS 1C LISS III data, International Journal of Remote Sensing.  Vol 24, No. 15, pp 3179-3186*
  6. Baijal, R., S.K.Ghosh, M.Arora, (2003), A GIS assisted knowledge-based Approach for military operations, GIS Development. Sep 2003, Vol 7. No. 9 pp 31-34.
  7. Ghosh, S.K., (2002), A study of river behavioural pattern changes using remote sensing data, Hydrology Journal of IAH. Vol25, No.4, Dec2002, pp 71-80.
  8. Uraon, A., S.K. Ghosh and M. Parida, (2004)Traffic Accident Analysis for Dehradun City using GIS, ITPI Journal, Vol1, No.3, pp40-54 July 2004.
  9. Estimating and accommodating uncertainty through soft classification of Remote sensing data, International Journal of Remote Sensing, Vol 26, No.14, July 2005, 2995-3007. *
  10. Sirisha, U., S.K.Ghosh and O.P. Dubey, (2006), Evaluation of Irrigation performance parameters using remote Sensing and GIS, Journal of Hydrology. Vol 29, No.1-2,pp 77-96 *
  11. Rama Rao, N. P.K.Garg, S.K.Ghosh Estimation and comparison of Leaf Area Index of agricultural crops using LISS – III and EO – 1 Hyperion images, Journal of Indian Society of  Remote Sensing, Vol 34, No. 1, 2006.
  12. Rama Rao, N. P.K.Garg, S.K.Ghosh The effect of radiometric resolution on the retrieval of leaf area index from agricultural crops, GIScience & Remote Sensing, Vol 43 (2007), No. 4, pg 1-11.
  13. Rama Rao, N. P.K.Garg, S.K.Ghosh, (2007), Evaluation of radiometric resolution on land use/land cover mapping in an agricultural area, International Journal of Remote Sensing, Vol; 28:pp 443-450. DOI: 10.1080/01431160600733181
  14. N. Rama Rao, Garg, P.K., S.K.Ghosh, (2007) Estimation of plant chlorophyll and nitrogen concentration of agricultural crops using EO-1 Hyperion hyperspectral imagery, Journal of Agricultural Science, 146, pg 1-11.
  15. Rama Rao, N. P.K.Garg, S.K.Ghosh, (2007) Potential use of Hyperspectral imagery to eliminate saturation effect of NDVI at high canopy density for agriculture crops, International Journal of Applied Remote Sensing, Vol 1, No 1, pg 10-21.  2007
  16. Rama Rao, N. P.K.Garg, S.K.Ghosh (2007), Remote sensing based estimation of cotton canopy cover using linear mixture modeling approach, International Journal of Applied Remote Sensing, Vol 1, No 1, pg 63-71. 2007*
  17. Kumar, A., S.K.Ghosh and Dhadhwal, V.K. (2007), Subpixel classifier: fuzzy theory versus statistical learning algorithm, Journal of Applied Remote Sensing, Vol. 1, 013517, (2007). *
  18. Kumar A., Ghosh S. K. and Dadhwal V. K., 2007, Full fuzzy land cover mapping using remote sensing data based on fuzzy c-means density estimation. Canadian Journal of Remote Sensing. Volume 33, Number 2, April 2007, E-ISSN 1712-7971.
  19. N.Rama Rao, P.K.Garg, S.K.Ghosh, (2008), Development of an agricultural crop spectral library and classification of crops at cultivar level using hyperspectral data, Precision Agriculture, DOI 10.1007/s11110-007-9037-x.
  20. Kumar, A., S.K.Ghosh and Dhadhwal, V.K. (2008), Subpixel classifier: fuzzy theory versus statistical learning algorithm, Journal of Applied Remote Sensing, Vol. 2, 13-19, (2008).
  21. Ramsankaran, Raaj Ramalingam, M., Ghosh, S.K. and Kothyari, U.C. (2008), Mapping of Suspended Sediments using Site Specific Seasonal Algorithms”, Journal of Indian Society of Remote sensing, Springer Publications 36 (1), 61-68.
  22. Ramsankaran, R., Kothyari, U.C., Ghosh, S.K., Malcherak, A., (2009), GIS based hydrological modeling of extreme effects in a forested mountainous catchment, UNSECO, Technical Documents in Hydrology, No. 84, pp 49-54.
  23. Kothyari, U.C., Ramsankan R., Satisth Kumar, D., Ghosh, S.K. and Mendiratta, N, (2010), Geospatial based automated watershed modelling in Garhwal Himalaya, IWA Journal of Hydroinformatics, 12(4) (2010), 502-520.
  24. Kumar, Anil, S.K.Ghosh, V.K.Dhadhwal, (2010), ALCM – Automatic Land Cover Mapping, Journal of Indian Society of Remote Sensing, Vol No. 39, 229 – 235.
  25. Garg, P.K., S.K.Ghosh, R.D. Garg and Rajat Agrawal (2010), Development of a Bridge and Culvert Information System in GIS, Indian Surveyor, January 2010, pg 65 – 71.
  26. Priyadarshi Upadhyaya, Anil Kumar, S.K.Ghosh, P.S.Roy, Effect on specific crop mapping using Worldview-2 multi-spectral add-on bands - A Soft classification approach. Journal of Applied Remote Sensing, April 2012.
  27. Dwivedi, R. K., S.K.Ghosh, Anil Kumar, (2012) Study of Fuzzy Based Classifier Parameter Using Fuzzy Matrix, International Journal of Soft Computing and Engineering (IJSCE) ISSN: 2231-2307, Volume-2, Issue-3.
  28. Sengar S.S., A. Kumar, S.K. Ghosh, H.R. Wason and P.S. Roy (2012). “Liquefaction identification using class based sensor independent approach based on single pixel classification after 2001 Bhuj, India earthquake” in Journal of Applied Remote Sensing   [DOI: http://].
  29. Dwivedi, R. K., S. K. Ghosh and Anil Kumar, (2012) Study of Fuzzy based Classifier Parameter across Spatial Resolution, International Journal of Computer Applications, Volume 50, No.11, 17-24.
  30. Dwivedi, R. K., S. K. Ghosh and Anil Kumar, (2012), Study of Fuzzy Based Classifier Parameter Using Fuzzy Matrix, International Journal of Soft Computing and Engineering, Volume-2, Issue-3, 358-365.
  31. Dwivedi, R. K., S. K. Ghosh and Anil Kumar, (2012), Investigation Of Image Classification Techniques For Performance Enhancement, International Journal of Management and Technology, Volume 3, number 1, 21-33.
  32. Dwivedi, R. K., S. K. Ghosh and Anil Kumar, (2012), Model to measure the effect of discontinuity adaptive MRF models in fuzzy based clasiifier on satellite images, International Online Journal of Engineering And Technology, Volume 1 Issue 1, 9-21.
  33. Sengar, S.S., Kumar, A., Ghosh, S.K. and Wason, H.R., (2012), Liquefaction Identification Using IRS-1D Temporal Indices Data, Journal of Indian Society of Remote Sensing, 41(2), 355-363. [DOI:].
  34. Sengar, S.S., Kumar, A., Ghosh, S.K. and Wason, H.R., (2012), Earthquake induced built-up damage identification using IRS-P6 data - a comparative study using fuzzy based classifiers, Geocarto International. [DOI:].
  35. Sengar, S.S., Kumar, A., Ghosh, S.K., Wason, H.R., Raju, P.L.N., and Krishnamurthy, Y.V.N., (2012). Earthquake induced built-up damage identification using fuzzy approach, Geomatics, Natural Hazards and Risk. [DOI:].
  36. Sengar, S.S., Kumar, A., Ghosh, S.K., Wason, H.R., Raju, P.L.N., and Krishnamurthy, Y.V.N., (2013). Study of soft classification approaches for identification of earthquake induced liquefied soil, Geomatics, Natural Hazards and Risk. [DOI:].
  37. Upadhyay, P., Kumar, A., Roy, P.S., Ghosh, S. K. and Gilbert, I., 2012.  “Effect on specific crop mapping using WorldView-2 multispectral add-on bands: soft classification approach” Journal of Applied Remote Sensing 6, 063524,
  38. Surendra Singh Choudhary, P.K. Garg and S.K. Ghosh, 2013, Mapping of Agriculture Drought using Remote Sensing and GIS, International Journal of Scientific Engineering and Technology (ISSN : 2277-1581), Volume No.1, Issue No.4, pg :149-157
  39. Upadhyay, P., Kumar, A. and Ghosh, S. K., 2013. Fuzzy Based Approach for Moist Deciduous Forest Identification using   MODIS Temporal Data. Journal of Indian Society of Remote Sensing,
  40. Upadhyay, P., Ghosh, S. K. and Kumar, A., 2013. Moist Deciduous Forest Identification using Temporal MODIS Data- a comparative study using fuzzy based classifiers. Ecological Informatics, Vol. 18, pp. 117-130,
  41. Surendra Singh Choudhary, P.K. Garg and S.K. Ghosh, 2013, Drought Analysis Using Digital Image Processing & Meteorological Data, International Journal of Advanced Remote Sensing and GIS 2013, Volume 2, Issue 1, pp. 280-302.
  42. Priyadarshi Upadhyay, S. K. Ghosh, and Anil Kumar, (2013) , Moist deciduous forest identification using temporal MODIS dat  - a comparative study using fuzzy classifiers. Ecological Informatics (Elsevier)Vol 18, pp117-130.
  43. Dwivedi, R.K., Kumar A., Ghosh S. K., (2013) Proposed model to measure the effect of discontinuity adaptive MRF models in fuzzy based clasiifier on satellite images, MATRIX Academic International Online Journal Of Engineering And Technology.
  44. Upadhaya, P., Ghosh S. K., Kumar A., Krishna Murthy Y.V.N. and Raju P.L.N, (2014) Moist deciduous forest identification using MODIS temporal indices data. International Journal of Remote Sensing, Vol 35(9), PP 3177-3196 (ISSN 0143-1161 & 1366-5901)
  45. Priyadarshi Upadhyay, S. K. Ghosh, and Anil Kumar, (2014)  A Brief Review of Fuzzy Soft Classification and Assessment of Accuracy Methods for Identification of Single Land Cover, Studies in Surveying and Mapping Science (SSMS) American Society of Science and Engineering, Volume 2, 2014. (ISSN 2328-6245& 2328-6253).
  46. Kumar, U., S.K.Ghosh and Anil Kumar (2014), Multi-sensor fusion of satellite images for urban information extraction using Pseudo-Wigner distribution, Journal of Applied Remote Sensing, Vol 8, 2014.
  47. Singh, A.K., Dubey, O.P. and S.K.Ghosh (2014), GIS based Irrigation based water management, International Journal of Research in Engineering and Technology, 2014, Vol3, spl. Issue 14, pg 62-65 International Journal of Research in Engineering and Technology, 2014
  48. Sangeeta Kumari, S. K. Ghosh, M. F. Buchroithner, (2014)  Measurement Of Glacier Velocity At Pik Lenin, Tajikistan, By Feature Tracking, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XL-8, 2014. doi:10.5194/isprsarchives-XL-8-531-2014
  49. Priyadarshi Upadhyay, S.K. Ghosh & Anil Kumar (2015): Temporal MODIS data for Identification of Wheat Crop using Noise Clustering Soft Classification Approach, Geocarto International, ~
  50. Kumar, U., Sanjay Kumar Ghosh & Anil Kumar (2016), Multi-sensor Satellite Pan-sharpening based on IHS and Window Pseudo Wigner Distribution Integrated Approach: Application to WorldView-2 Imagery, International Journal of Image and Data Fusion, (DOI:
  51. Bhatt A., Ghosh S. K., Kumar A (2016). “Spectral indices based Object Oriented classification for change detection using satellite data”, International Journal of System Assurance Engineering and Management (IJSAEM). 2016, ISSN: 0976-4348. doi="10.1007/s13198-016-0458-7
  52. Bhatt A., Ghosh S. K., Kumar A. 2015 “Spectral Indices Based Change Detection in an Urban Area Using Landsat Data,” Proceedings of Fifth International Conference on Soft Computing for Problem Solving: SocProS 2015, Volume 2, 2016, Springer Singapore pp.425–442. (Springer)
  53. Singh, A. K., O.P. Dubey & S.K.Ghosh, (2016) Irrigation scheduling using intervention of Geomatics tools—A case study of Khedli minor, Agricultural Water Management · June 2016 DOI: 10.1016/j.agwat.2016.05.024
  54. Rajput, U.K., Ghosh, S.K. & Kumar, A. (2016) Comparison of Fusion Techniques for Very High Resolution Data for Extraction of Urban Land-Cover, J Indian Soc Remote Sensing  (2016). Vol 44, Pp 1-16 doi:10.1007/s12524-016-0615-0
  55. Khare, S., Latifi, H. and Ghosh, S. K., 2016. Phenology Analysis of Forest Vegetation to Environmental Variables during-and Post-Monsoon Seasons in Western Himalayan Region of India,  ISPRS-International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, pp.15-19. DOI: 10.5194/isprs-archives-XLI-B2-15-2016.
  56. Atul Kant PIYOOSH, Sanjay Kumar GHOSH, 2016: A Comparative Assessment of Temperature Data from Different Sources for Dehradun, Uttarakhand, India. J. Meteor. Res.30(6): 1019-1032, doi: 10.1007/s13351-016-6031-0
  57. Piyoosh, A.K. & Ghosh, S.K. (2016), Effect of autocorrelation on temporal trends in rainfall in a valley region at the foothills of Indian Himalayas, Stochastic Environmental Research and Risk Assessment, doi: 10.1007/s00477-016-1347-y
  58. Khare, S. and Ghosh, S. K., 2016. “Satellite Remote Sensing Technologies for Biodiversity Monitoring and Its Conservation”, International Journal of Advanced Earth Science and Engineering, 5(1), pp.pp-375. 
  59. Atul Kant Piyoosh & Sanjay Kumar Ghosh (2017): Development of a modified bare soil and urban index for Landsat 8 satellite data, Geocarto International, DOI: 10.1080/10106049.2016.1273401
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