Civil Engineering Department

Garg Rahul Dev

Garg, Rahul Dev
Professor
Specialization : Geomatics Engineering
Room No : G13-A,B (Geomatics Building)
rdgarg[at]ce[dot]iitr[dot]ac[dot]in
(O) 91-1332-285893 (R) 91-1332-286893
Curriculum Vitae

Areas of Interest

UAV/UAS
Land Surveying
RS, DIP, Hyperspectral RS, Thermal, Microwave
GIS, WebGIS, GPS, GPR, LiDAR

UAV/UAS

Land Surveying

RS, DIP, Hyperspectral RS, Thermal, Microwave

GIS, WebGIS, GPS, GPR, LiDAR

Honors and Awards

Award	Awarding Organisation	Year
Netherlands Government Fellowship for Sandwich Ph.D.	ITC, The Netherlands	1998
ISRS SPECK Best Paper Award	ISRS, Dehradun	2003
Best Paper Award	ICTT Conference, HongKong	2012
Outstanding Teacher Award	Indain Institute of Technology, Roorkee	2012
Excellence Award 2017	The Institute of Engineers (India) , RLC	2017
Top Paper Award	India International Science Festival, Chennai	2017
AWSAR Award AWSAR Award	Department of Science and Technology (DST), Government of India	2018
Uttarakhand Eminent Engineers Award 2018	Institution of Engineers (India), Uttarakhand State Chapter	2018
Member: "Standards for Drone/UAV Technology in formulation of GIS master plans"	Ministry of Housing and Urban Affairs, Governmant of India	2018
Indian National Geospatial Award	Indian Society of Remote Sensing	2018
Associate Editor	Journal of Indian Society of Remote Sensing, Publication by Springer	2018
National Geospatial Award 2018	ISRS, a 50 years old scientific society	2018
Education Excellence Award 2019	Divya Himgiri – Uttarakhand Technical University	2019
Consolation prize for the paper ‘Mysterious and swirly storms on Jupiter using the images from NASA's Juno Camera’ in ‘International Sci-Art Image Competition-2021’	National Young Academy of India (INYAS) along with IIT Hyderabad and Carbon Lab with the support of National Young Academy of Bangladesh -NYAB, and Thai Young Scientists Academy	2021
Best Paper Award for the paper ‘Delineation of arid agriculture fields from Worldview-2 datasets on the basis of image Textural properties	National Symposium on Advances in Remote Sensing: Trends, Challenges and Opportunities for Development (NS-ARS 2021)	2021
National Geospatial Faculty Fellow Award	IIT Bombay FOSSEE-GIS (National Mission on Education through ICT, Ministry of Education, Government of India)	2024

Professional Background

From	To	Designation	Organisation
2018	Continuing	Professor	Indian Institute of Technology, Roorkee
2012	2018	Associate Professor	Indian Institute of Technology, Roorkee
2007	2012	Assistant Professor	Indian Institute of Technology, Roorkee
1993	2007	Scientist/Engineer	Indian Institute of Remote Sensing (ISRO)
1992	1993	J.R.F.	University of Roorkee, Roorkee

Educational Details

Degree	Subject	University	Year
Ph.D.	Civil Engineering	Indian Institute of Technology, Roorkee	2004
M.Tech.	Remote Sensing	University of Roorkee, Roorkee	1993
B.Tech.	Civil Engineering	University of Roorkee, Roorkee	1989

Journal Publication

Sort by Year (Ascending)

Garg, R.D., Garg, P.K. and Govil, S.K. (2005). Generation of Decision Rules for Route Alignment using Saaty’s Pairwise Comparison.. ITPI Journal..

Mondal, M.S. and Garg,R.D. (2007). Urban Utility Facility Mapping and Assessment of Wardwise Infrastructure Development of Rishikesh – A Geoinformatics Approach.. Indian Journal of Regional Science, Kolkata..

Garg, R.D., Agarwal, S. and Dadhwal, V.K. (2008). Evaluation of Approaches for AWiFS Multi-date Registration.. International Journal of Applied Earth Observation and Geoinformation (JAG), Elsevier..

Mondal, M.S., Pandey, A.C. and Garg, R.D. (2008). Groundwater Prospects Evaluation based on Hydrogeomorphological Mapping using High Resolution Satellite Images: A Case study in Uttarakhand.. Journal of Indian Society of Remote Sensing, Springer..

Nayak, A., Sharma,N.and Garg, R.D. (2009). Remote Sensing based evaluation of Channel instability in Ganga river inhibiting inland navigation.. Journal of Indian Water Resources Society..

Kandwal, R., Garg, P.K. and Garg, R.D. (2009). Health GIS and HIV/AIDS studies: Perspective and Retrospective.. Journal of Biomedical Informatics..

Mondal, M.S., Sharma, N., Garg, P.K., Böhm, Bettina, Flügel, W. A. and Garg, R.D. (2009). Water area extraction using geocoded high resolution imagery of TerraSAR-X radar satellite in cloud prone Brahmaputra river valley.. Journal of Geomatics..

Garg, P.K., Ghosh, S.K., Garg, R.D. and Agarwal, R. (2010). Development of a bridge and culvert information system in GIS. Indian Surveyor..

Agarwal, E., Agarwal R., Garg, P.K. and Garg, R.D. (2010). Groundwater status of Unnao district, Uttar Pradesh using Remote Sensing and GIS.. Journal of Current Science..

10.

Kandwal, R., Augustijn, E.W., Stein, A., Miscione, G., Garg, P.K., Garg, R.D. (2010). Geospatial analysis of HIV-Related social stigma: A study of tested females across mandals of Andhra Pradesh in India.. International Journal of Health Geographics..

11.

Kumar, V. and Garg, R.D. (2010). Evaluation of spectral characteristics of urban land use using hyperspectral data.. Journal of Water and Land Use Management..

12.

Pande, H., Sen, A. K. and Garg, R. D. (2011). Identification of open cast mining areas using Cartosat-I: A case study of Jharia coal fields.. Asian Journal of Earth Science..

13.

Tiwari, P.S., Sen,A.K. and Garg,R.D. (2011). Application of DPCA technique in Khetri copper belt, India for Alteration zones.. Asian Journal of Earth Science..

14.

Mondal, M.S. and Garg, R.D. (2011). Land use/ land cover mapping of urban areas using high resolution satellite data applying geoinformation techniques.. Indian Journal of Regional Science..

15.

Garg, R.D. and Joshi, R. (2011). A new Image Fusion algorithm based on two dimensional Empirical Mode Decomposition.. Journal of Geomatics..

16.

Mondal, M.S., Garg, R.D. and Garg, P.K. (2011). Site Suitability analysis of Future Development for a new Township using Remote Sensing and GIS techniques.. Journal of Geomatics..

17.

Kumar P., Garg, R.D., Durai, R.D. and Subrahmanyam, A.S. (2011). Upgradation Planning of Rural Roads using GIS and GPS.. Indian Highways..

18.

Kumar, S., Garg, R.D. and Agarwal, S. (2011). Endmember extraction in Hyperion Data.. International Journal of Earth Science and Engineering..

19.

Bhakar, R. and Garg, R.D. (2011). Extraction of irrigation network details from medium resolution satellite imagery: A comparative assessment of LISS-III and ASTER data products.. International Journal of Earth Science and Engineering..

20.

Mukherjee, Sandeep, Garg, R.D.and Mukherjee, Samadrita (2011). Effect of systematic error on DEM and its derived attributes: A case study on Dehradun area using Cartosat-1 stereo data.. Indian Journal of Landscape System and Ecological studies..

21.

Bala, D.C., Jain, S.S. and Garg, R.D. (2011). Rebar Detection Using GPR: An Emerging Non Destructive QC approach.. International Journal of Engineering Research and Applications (IJERA)..

22.

Agarwal R., Garg, R.D. and Garg, P.K. (2011). Morphometric Analysis and Prioritization of Sub-watersheds in the Loni Watershed, Uttar Pradesh Using Spatial Information Technology.. Journal of Indian Water Resources Society..

23.

Thakur, P.K., Garg, R.D. and Garg, P.K. (2011). Snow wetness and density estimation using space based synthetic aperture radar data.. I-manager’s Journal on Civil Engineering (JCE)..

24.

Aeron, A., Garg, R.D., Arya, D.S. and Aggarwal, S.P. (2011). Advancements in flood risk mapping systems: A brief review.. I-manager’s Journal on Civil Engineering (JCE)..

25.

Garg, R.D. and Sharifikia, M. (2011). Morphological feature extraction in a part of Garhwal Himalayas using Interferometric SAR.. Journal of Water and land Use Management..

26.

Kandwal, R., Garg, P.K. and Garg, R.D. (2012). Correlation of HIV/AIDS prevalence with social, economic and demographic measures in Andhra Pradesh, India.. International Journal of STD and AIDS..

27.

Sarkar, A., Garg, R.D. and Sharma, N. (2012). RS-GIS based assessment of river dynamics of Brahmaputra river in India.. Journal of Water Resource and Protection (JWARP)..

28.

Joshi, R. and Garg, R.D. (2012). Pre-processing of TerraSAR-X Data for Speckle Removal: An Approach for Performance Evaluation.. Journal of Indian Society of Remote Sensing, Springer..

29.

Kumar, V. and Garg, R.D. (2012). Comparison of Different Mapping Techniques for classifyingHyperspectral Data.. Journal of Indian Society of Remote Sensing, Springer..

30.

Bhakar, R., Srivastav, S.K., Garg, R.D. and Jetten, V.G. (2012). Upscaling soil-hydrologic parameters in sandy desert landscape – an input for distributed hydrological modeling.. Asian Journal of Geoinformatics..

31.

Sharma, N., Janauer, G., Mondal, M.S., Bakimchandra, O. and Garg, R.D. (2012). Assessing wetland landscape dynamics in the DeeporBeel of Brahmaputra basin using geospatial tools.. Asian Journal of Geoinformatics, Vol. 12, No. 1..

32.

Agarwal R., Agarwal E., Garg, R.D. and Garg, P.K. (2012). A GIS based study of water pollutants, characteristics and their affects in Hilauli block, India.. I-manager’s Journal on Civil Engineering (JCE)..

33.

Bala, D.C., Jain, S.S. and Garg, R.D. (2012). Practical way to identify the false target signatures in GPR images of ground profile.. I-manager’s Journal on Civil Engineering (JCE)..

34.

Thakur, P.K., Aggarwal, S.P., Garg, P.K., Garg, R.D., Snehmani, Pandit, A. and Kumar, S. (2012). Snow physical parameter estimation using space based SAR.. Geocarto International..

35.

Parida, M., Garg, R.D. and Ranjan, A. (2012). Development of GIS based traffic noise map for Roorkee city.. ITPI Journal..

36.

Bala, D.C., Jain, S.S. and Garg, R.D. (2012). Variability issues of road & its subsurface addressed by ground coupled GPR.. International Journal of Civil Engineering & Technology (IJCIET)..

37.

Kumar, A., Sharma, A., Yadav, V., Garg, P.K. and Garg, R.D. (2012). 3D Virtual Environment for Learning GPS System.. International Journal of Engineering and Science Research..

38.

Srivastav, V., Garg, P.K. and Garg, R.D. (2012). An approach for semi-automatic extraction of individual tree canopies from high resolution satellite images.. Journal of Water and Land Use Management..

39.

Mukherjee, S., Joshi, P.K., Mukherjee, S., Ghosh, A., Garg, R.D. and Mukhopadhyay, A. (2013). Evaluation of vertical accuracy of open source Digital Elevation Model (DEM).. International Journal of Applied Earth Observation and Geoinformation..

40.

Agarwal, R., Garg, P.K. and Garg, R.D. (2013). Remote Sensing and GIS Based Approach for Identification of Artificial Recharge Sites.. Water Resource Management..

41.

Ghosh, A., Joshi, P.K., Garg, R.D. and Mukherjee, S. (2013). Identification of invasive plant species using field spectro-radiometer and simulated Hyperion spectra - a rapid mapping of invasiveness.. Current Science..

42.

Mukherjee, Samadrita, Mukherjee, Sandeep,Garg, R.D., Bhardwaj, A. and Raju, P.L.N. (2013). Evaluation of topographic index in relation to terrain roughness and DEM grid spacing.. Journal of Earth System Science, Springer..

43.

Agarwal, E., Agarwal, R., Garg, R.D. and Garg, P.K. (2013). Delineation of Groundwater Potential Zone: An AHP/ANP Approach.. Journal of Earth System Science, Springer..

44.

Gangwal, N., Kumar, A., Sharma, A., Yadav, V., Garg, P.K., Ghosh, S.K. and Garg, R.D. (2013). 3D Virtual Lab Using Multimedia Techniques for Advanced Learning.. International Journal of Computer Science and its Applications..

45.

Mukhopadhyay, A., Mukherjee, S., Garg, R.D. and Ghosh, T. (2013). Spatio-temporal analysis of land use - land cover changes in Delhi using remote sensing and GIS techniques.. International Journal of Geomatics and Geosciences..

46.

Singh, P.P. and Garg, R.D. (2013). A hybrid approach for information extraction from high resolution satellite imagery.. International Journal of Image and Graphics, World Scientific Publishing..

47.

Thakur, P.K.,Garg, P.K., Aggarwal, S.P., Garg, R.D. and Snehmani (2013). Snow Cover Area Mapping Using Synthetic Aperture Radar in Manali watershed of Beas River in the Northwest Himalayas.. Journal of the Indian Society of Remote Sensing, Springer Publication..

48.

Garg, R.D. and Sarat Chandra, M.D. (2013). Material of interest based sub pixel classification of remote sensing images.. Journal of Geomatics..

49.

Singh, P.P. and Garg, R.D. (2013). Automatic road extraction from high resolution satellite image using adaptive global thresholding and morphological operations.. Journal of Indian Society of Remote Sensing, Springer Publication..

50.

Kumar, P., Garg, R.D. and Kanji, R. (2013). Disaster recovery planning – the Indian touch.. International Journal of Trends in Computer Science (IJTICS)..

51.

Chauhan, I., Brenner, C., Garg, R.D. and Parida, M. (2014). A new approach to 3D dense LiDARdata classification in urban environment.. Journal of Indian Society of Remote Sensing, Springer Publication..

52.

Mukherjee, S., Joshi, P.K. and Garg, R.D. (2014). A comparison of different regression models for downscaling Landsat and MODIS land surface temperature images over heterogeneous landscape.. Advances in Space Research, Elsevier..

53.

Shukla, A.K., Ojha, C.S.P. and Garg, R.D. (2014). Trends and Variability Assessment of Rainfall and Temperature in Upper Ganga River Basin, Uttarakhand, India.. Journal of Indian Cartographer..

54.

Singh, H., Saran, S. and Garg, R.D. (2014). Performance Evaluation and Comparative Analysis of Freely availableSpatial Database Management System for Mobile GIS Based Application.. International Journal of Remote Sensing and GIS..

55.

Khandar, V.M. and Garg, R.D. (2014). Heat Island analysis of Nagpur and surrounding area using Geomatics Techniques.. International Journal of Engineering Research & Technology..

56.

Tiwari, P.S., Garg, R.D., Sen, A.K. and Dadhwal, V.K. (2014). Spectral delineation of albite zone using ASTER data in Khetri Copper Belt.. Arabian Journal of Geosciences, Springer..

57.

Suresh, K.,Chitranshi, U.B. and Garg, R.D. (2014). Ground water quality analysis and mapping using GIS techniques.. International Journal of Engineering, Science and Technology..

58.

Singh, P.P. and Garg, R.D. (2014). A two-stage framework for road extraction from high-resolution satellite images by using prominent features of impervious surfaces.. International Journal of Remote Sensing, Taylor and Francis Publication..

59.

Singh, P.P. and Garg, R.D. (2014). Classification of high-resolution satellite images using spatialconstraintsbased fuzzy clustering.. Journal of Applied Remote Sensing..

60.

Aggarwal, A. and Garg, R. D. (2015). Systematic approach towards extracting endmember spectra from hyperspectral image using PPI and SMACC and its evaluation using spectral library . Applied Geomatics. DOI: 10.1007/s12518-014-0149-5

61.

Pritee, K., Garg, R. D. and Oberai, K. (2015). Web based geoprocessing using open source tools . International Journal of Advanced Technology in Engineering and Science. Volume: 3 Number: 2 Pages: 102-112

62.

Pritee, K., Garg, R. D. and Ohri, A. (2015). Windows Implementation of PgRouting to find Shortest Path using Dijkstra’s Algorithm for Varanasi Road Network. Journal of Basic and Applied Engineering Research. Volume: 2 Number: 2 Pages: 85-88

63.

Mukherjee, S., Mukherjee, S., Bhardwaj, A., Mukhopadhyay, A., Garg, R. D. and Hazra, S. (2015). Accuracy of Cartosat-1 DEM and its derived attributeat multiple scale representation . Journal of Earth System Science. DOI: 10.1007/s12040-015-0557-x

64.

Shukla, A. K., Ojha, C. S. P. and Garg, R. D. (2015). Comparative Study of Satellite Based Estimated Rainfall Data with Rain Gauge Data Over Himalayan River Basin of India . Journal of Indian Cartographer. Volume: 35 Pages: 518-524

65.

Mukherjee, S., Joshi, P. K. and Garg, R. D. (2015). Evaluation of LST downscaling algorithms on seasonal thermal data in humid subtropical regions of India. International Journal of Remote Sensing, Taylor and Francis Publication. DOI: 10.1080/01431161.2015.1041175

66.

Mukherjee, S., Joshi, P. K. and Garg, R. D. (2015). Regression-kriging technique to downscale satellite derived land surface temperature in heterogeneous agricultural landscape. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. DOI: 10.1109/JSTARS.2015.2396032

67.

Singh, H. and Garg, R. D. (2015). An interoperable framework for metadata catalogue repository to access groundwater datasets using open source technology. Journal of Geomatics. Volume: 9 Number: 1 Pages: 107-114

68.

Shukla, A. K., Ojha, C. S. P., and Garg, R. D. (2016). Geo-spatial Approach for Estimation of Precipitation over Upper Ganga River Basin, Uttarakhand, India. Indian Journal of Science and Technology. DOI: 10.17485/ijst/2016/v9i48/95239

69.

Rathod, R. R. and Garg, R. D. (2016). Regional electricity consumption analysis for consumers using data mining techniques and consumer meter reading data . International Journal of Electrical Power and Energy Systems, Elsevier Publication. DOI: 10.1016/j.ijepes.2015.11.110

70.

Singh, H. and Garg, R.D. (2016). Web 3D GIS Application for Flood Simulation and Querying through Open Source Technology . Journal of Indian Society of Remote Sensing, Springer. DOI: 10.1007/s12524-015-0498-5

71.

Srivastava, V., Stein, A., Rossiter, D. G., Garg, P. K. and Garg, R. D. (2016). Simulated annealing with variogram-based optimization to quantify spatial patterns of trees extracted from high-resolution imagery . IEEE Geoscience and Remote Sensing Letters. DOI: 10.1109/LGRS.2016.2565743

72.

Badenko, V., Zotov, K., Zotov, D., Garg, R. D., Zhang, L., Bolsunovskaya, M. and Fedotov, A. (2017). Laser Scanner Survey Technologies for Historic Building Information Modeling of Heritage Resources in Saint-Petersburg, Russia. Construction of Unique Buildings and Structures. DOI: 10.18720/CUBS.52.8

73.

Shukla, G., Garg, R. D., Shrivastava, H. S. and Garg, P. K. (2017). Implementation of Random Forest algorithm for crop prediction across an aridic to ustic area of Indian states. Journal of Applied Remote Sensing, SPIE. DOI: 10.1117/1.JRS.11.026005

74.

Rathod, R. R. and Garg, R. D. (2017). Design of Electricity Tariff Plans using Gap Statistic for K-means Clustering based on Consumers Monthly Electricity Consumption Data. International Journal of Energy Sector Management, EmeraldPublication (UK). DOI: 10.1108/IJESM-02-2016-0005.Q2

75.

Pritee, K. and Garg, R. D. (2017). Cloud based spatial visualization with statistical approach for road accidents. Spatial Information Research, Springer publication. DOI: 10.1007/s41324-017-0148-9

76.

Mukherjee, S., Joshi, P. K. and Garg, R. D. (2017). Analysis of urban built-up areas and surface urban heat island using downscaled MODIS derived land surface temperature data. Geocarto International. DOI: 10.1080/10106049.2016.1222634

77.

Pritee, K. and Garg, R. D. (2017). Interfacing Grass-GIS and R: Road Descriptive Statistical Representation based on Slope. Journal of Remote Sensing and GIS. DOI: 10.4172/2469-4134.1000188

78.

Pritee, K., Garg, R. D. and Pandey, P. K. (2017). Review of Accident Information Systems in Web Domain. Imperial Journal of Interdisciplinary Research.

79.

Jeganathan, C., Kumar, P., Gupta, K., Garg, R. D., Sinha, A. K., Avisek, K. and Hebbale, R. (2017). Remote Sensing and GIS for Civil Engineering Applications and HumanDevelopment. International Journal of Advancement in Remote Sensing, GIS and Geography.

80.

Pritee, K. and Garg, R. D. (2017). Study of UML Architecture for Designing Advanced Accident Information System. RA Journal of Applied Research.

81.

Pritee, K. and Garg, R. D. (2017). Identification of Optimum Shortest Path using Multipath Dijkstra’s Algorithm Approach. International Journal of Advanced Remote Sensing and GIS. DOI: 10.23953/cloud.ijarsg.321

82.

Shukla G., Garg, R. D., Shrivastava, H. S. and Garg, P. K. (2017). mplementation of Random Forest algorithm for crop prediction across an aridic to ustic area of Indian states. Journal of Applied Remote Sensing, SPIE. DOI: 10.1117/1.JRS.11.026005

83.

Shukla, G., Garg, R. D., Srivastava, H. S. and Garg, P. K. (2017). Performance analysis of different predictive models for crop classification across an aridic to ustic area of Indian states. Geocarto International. DOI: 10.1080/10106049.2016. 1240721

84.

Singh, H., Garg, R. D., Karnatak, H. C. and Roy, A. (2017). Spatial landscape model to characterize biological diversity using R statistical computing environment. Journal of Environmental Management, Elsevier.Published online. DOI: 10.1016/j.jenvman.2017 .09.055

85.

Karnatak, H. C., Singh, H. and Garg, R. D. (2017). Web based algorithms for geoprocessing and analysis. Proceedings of the National Academy of Sciences, India. Section A: Physical Sciences, Springer. Published online. DOI: 10.1007/s40010-017-0442-x

86.

Karnatak, H. C., Singh, H. and Garg, R. D. (2017). Online Spatial Data Analysis and Algorithm Development for Geo-scientific Applications Using Remote Sensing Data . Section A: Physical Sciences, Springer,. DOI: 10.1007/s40010-017-0442-x

87.

Kumar, S., Garg, R. D., Kushwaha, S. P. S., Jayawardhana, W. G. N. N. and Agarwal, S. (2017). Bistatic PolInSAR Inversion Modelling for Plant Height Retrieval in a Tropical Forest. Section A: Physical Sciences, Springer. Published online. DOI: 10.1007/s40010-017-0451-9

88.

Kumar, S., Garg, R. D., Kushwaha, S. P. S. and Pandey, U. (2017). Spaceborne SAR Tomography for vertical profile retrieval of forest vegetation. Section A: Physical Sciences, Springer Publication. Published online. DOI: 10.1007/s40010-017-0450-x

89.

Pathak, S., Ojha, C. S. P., Zevenbergen, C. and Garg, R. D. (2017). Ranking of Storm Water Harvesting Sites using Heuristic and Non-Heuristic Weighing approaches. Water. DOI: 10.3390/w9090710

90.

Singla, S., Garg, R.D. and Dubey, O.P. (2018). Extraction of Crop Information from Reconstructed Landsat Data in Himalayan Foothills Region. Procedia Computer Science, Elsevier publication. DOI: 10.1016/j.procs.2017.12.015

91.

Shukla, A. K., Ojha, C .S. P., Mijic, A., Buytaert, W., Pathak, S., Garg, R.D. and Shukla, S. (2018). Population Growth, Land Use and Land Cover Transformations and Water Quality Nexus in Upper Ganga River Basin. Hydrol. Earth Syst. Sci. (HESS),. DOI: 10.5194/hess-22-4745-2018

92.

Shukla, G., Garg, R. D., Srivastava, H. S. and Garg, P. K. (2018). Using multi-source data and decision tree classification in mapping vegetation diversity Spatial Information Research. Springer publication. DOI: 10.1007/s41324-018-0200-4

93.

Singla, S., Garg, R. D. and Dubey, O. P. (2018). Spatiotemporal analysis of LANDSAT Data for Crop Yield Prediction. Journal of Engineering Science and Technology Review. DOI: 10.25103/jestr.113.02

94.

Singh, D., Garg, R.D. and Garg, P. K., (2018). An approach to analyze water and ice for multiradar bands. Research Journal of Science and IT Management. Volume: 7 Pages: pp. 33-34

95.

Singla, S., Garg, R.D. and Dubey, O. P. (2018). Sugarcane Ratoon Discrimination using LANDSAT NDVI Temporal Data Spatial Information Research. Springer publication. DOI: 10.1007/s41324-018-0184-0

96.

Kapoor. M. and Garg, R. D. (2018). Cloud Computing for Energy Requirement and Solar Potential Assessment Spatial Information Research. Springer publication. DOI: 10.1007/s41324-018-0181-3

97.

Singh, D., Garg, R.D. and Garg, P.K, (2018). Analysis of Polarisation Ratio of Greenland Ice using L-band ALOS PALSAR data. International Journal of Engineering and Techniques. Volume: 4 Pages: pp. 111-116

98.

Singh, H., Karnatak, H. C. and Garg, R. D. (2018). An automated and optimized approach for online spatial biodiversity model: a case study of OGC web processing service. GeocartoInternational, Taylor & Francis. Published. DOI: 10.1080/10106049.2017.1381178

99.

Shukla, G., Garg, R. D., Srivastava, H. S. and Garg, P. K. (2018). Effective implementation and assessment of Random Forest Classifier as a soil spatial predictive model. International Journal of Remote Sensing. DOI: 10.1080/01431161.2018.1430399

100.

Shukla, A. K., Pathak, S. Pal, L., Ojha, C. S. P., Mijic, A. and Garg, R. D. (2018). Spatio-temporal assessment of annual water-balance model for Upper Ganga Basin. Hydrology and Earth System Sciences. DOI: 10.5194/hess-22-5357-2018

101.

Pathak, S., Garg, R. D., Jato-Espino, D., Lakshmi, V. and Ojha, C. S. P. (2019). Evaluating hotspots for stormwater harvesting through participatory sensing. Journal of Environmental Management. DOI: 10.1016/j.jenvman.2019.04.082

102.

Singh, H., Garg, R. D., Karnatak, H. C. and Roy, A. (2019). Spatial biodiversity modeling using high-performance computing cluster: A case study to access Biological Richness in Indian Landscape. Geocarto International. DOI: 10.1080/10106049.2019.1678679

103.

Kumar, S., Garg, R. D., Govil, H. and Kushwaha, S. P. S. (2019). PolSAR Based Modelling of Forest Aboveground Biomass Estimation. Remote Sensing. DOI: 10.3390/rs11192287

104.

Singla, S., Garg, R. D. and Dubey, O. P. (2019). Streamlining multitemporal vegetation indices for dependable crop growth monitoring in Himalayan. Sādhanā-Indian Academy of Sciences,. DOI: 10.1007/s12046-019-1125-x

105.

Pathak, S., Ojha, C. S .P., Shulka, A. K. and Garg, R. D. (2019). Assessment of Annual WaterBalance Models for Diverse Indian Watersheds. Journal of Sustainable Water in the Built Environment. DOI: 10.1061/JSWBAY.0000881

106.

Kapoor, M. and Garg, R. D. (2019). Solar potential assessment and its feasibility using semiautomatic feature extraction and pyranometer for smart cities. Journal of Geodesy, Cartography and Cadastre. Number: 9 Pages: 37-42

107.

Singh, H., Garg, R. D. and Karnatak, H. C. (2019). Online image classification and analysis using OGC web processing service. Earth Science Informatics. DOI: 10.1007/s12145-019-00378-z

108.

Singla, S. K., Garg, R. D. and Dubey, O. P. (2019). Ensemble machine learning methods to estimate the sugarcane yield based on remote sensing information. Revue d'Intelligence Artificielle. DOI: 10.18280/ria.340607

109.

Sharma, M., Garg, R.D., Badenko, V., Fedotov, A., Liu, M. and Yao, A (2020). Potential of airborne LiDAR data for terrain parameters extraction. Quaternary International, Elsevier pub.. DOI: 10.1016/j.quaint.2020.07.039

110.

Tripathi, P. and Garg, R. D. (2020). First impressions from the PRISMA hyperspectral mission. Current Science. DOI: 10.18520/cs/v119/i8/1267-1281

111.

Tasgaonkar, D., Garg, R. D. and Garg, P. K. (2020). Vehicle Detection and Traffic Estimation with Sensor Technologies for Intelligent Transportation Systems. Sensing and Imaging. DOI: 10.1007/s11220-020-00295-2

112.

Pundir, S. K. and Garg, R. D. (2020). Development of mapping techniques for off road trafficability to support military operation. Spatial Information Research. DOI: 10.1007/s41324-019-00310-z

113.

Shukla, A. K., Ojha, C. S. P., Garg, R. D., Shukla S. and Pal, L. (2020). Influence of spatial urbanization on Hydrological components of the Upper Ganga Basin, India. Journal of Hazardous, Toxic, and Radioactive Waste, ASCE. DOI: 10.1061/(ASCE)HZ.2153-5515.0000508

114.

Pathak, S., Ojha, C. S. P., Garg, R.D., Liu, M., Jato-Espino, M. and Singh, R.P. (2020). Spatio temporal Analysis of Water Resources in the Haridwar Region of Uttarakhand, India. Sustainability. DOI: 10.3390/su12208449

115.

Kapoor, M. and Garg, R. D. (2021). Evaluation of optimum PV tilt angle with generated and predicted solar electric data using geospatial open source software in cloud environment. Sadhana - Academy Proceedings in Engineering Sciences. DOI: 10.1007/s12046-021-01621-4

116.

Pundir, S. K. and Garg, R. D. (2021). Development of an empirical relation to assess soil spatial variability for off-road trafficability using terrain similarity analysis & geospatial data. Remote Sensing Letters, Taylor and Francis publication. DOI: 10.1080/2150704X.2021.1880657

117.

Mondal, M. S., Garg, R. D., Pandey, V. and Kappas, M. (2021). Route alignment planning for a new highway between two cities using Geoinformatics techniques. The Egyptian Journal of Remote Sensing and Space Science, Elsevier publication. DOI: 10.1016/j.ejrs.2021.05.003

118.

Tripathi, P. and Garg, R. D. (2021). Integration of Raman, emission, and reflectance spectroscopy for earth and lunar mineralogy. Journal of Applied Remote Sensing. DOI: 10.1117/1.JRS.15.036502

119.

Singla, S. K., Garg, R. D. and Dubey, O. P. (2021). Ensemble Machine Learning Methods for Spatio-Temporal Data Analysis of Plant and Ratoon Sugarcane. Intelligent Data Analysis. DOI: 10.3233/IDA-205302

120.

Sharma, N. and Garg, R. D. (2021). Cost reduction for advanced driver assistance systems through hardware downscaling and deep learning. Systems Engineering. DOI: 10.1002/sys.21606

121.

Choudhary, A., Garg, R. D. and Jain, S. S. (2021). Examining the factors effecting severity of two-wheeler crashes at intersections. International Journal of Crashworthiness. DOI: 10.1080/13588265.2021.2008174

122.

Bana, H. and Garg, R. D. (2021). Rainfall Trend And Seasonality Estimation For Marathwada Region. PREPRINT (Version 1) available at Research Square. DOI: 10.21203/rs.3.rs-1147643/v1

123.

Kapoor, M. and Garg, R. D. (2021). Solar Potential Estimation and Management Using IoT, Big Data, and Remote Sensing in a Cloud Computing Environment.. Artificial Intelligence.

124.

Pundir, S. K. and Garg, R. D. (2021). Development of rule based approach for assessment of offroad trafficability using remote sensing and ancillary data. Quaternary International, Elsevier pub.. DOI: 10.1016/j.quaint.2020.07.017

125.

Kapoor, M. and Garg, R. D. (2021). Solar potential assessment over canal-top using geospatial techniques. Arabian Journal of Geosciences. DOI: 10.1007/s12517-021-06674-7

126.

Pundir, S. K. and Garg, R. D. (2022). Development of Technique for Vehicle Specific Off-Road Trafficability Assessment Using Soil Cone Index, Water Index and Geospatial Data. Photogrammetric Engineering & Remote Sensing. DOI: 10.14358/PERS.21-00041R3

127.

Sharma, N. and Garg, R. D. (2023). Advanced Transportation Safety Using Real-Time GIS-based Alarming System for Animal Prone Zones and Pothole Areas. ASCE's Journal of Transportation Engineering, Part A: Systems. DOI: 10.1061/JTEPBS/TEENG-7567

128.

Halder, D. Garg, R. D. and Fedotov, A. (2023). Latitudinal Trend Analysis of Land Surface Temperature to Identify Urban Heat Pockets in Global Coastal Megacities. Remote Sensing. DOI: 10.3390/rs15051355

129.

Mishra, K. and Garg, R. D. (2023). Assessing variations in land cover-land use and surface temperature dynamics for Dehradun, India, using multi-time and multi-sensor landsat data. Environmental Monitoring and Assessment. DOI: 10.1007/s10661-023-10945-z

130.

Adhikari, A., Garg, R. D., Pundir, S. K. and Singhal, A. (2023). Delineation of agricultural fields in arid regions from Worldview‑2 datasets based on image textural properties. Environmental Monitoring and Assessment. DOI: 10.1007/s10661-023-11115-x

131.

Tripathi, P. and Garg, R. D. (2023). Potential of DESIS and PRISMA hyperspectral remote sensing data in rock classification and mineral identification : a case study for Banswara in Rajasthan, India. Environmental Monitoring and Assessment. DOI: 10.1007/s10661-023-11200-1

132.

Tasgaonkar, P., Garg, R.D. and Garg, P. K. (2023). An IoT based framework of Vehicle Accident Detection for Smart City. IETE Journal of Research (TIJR). DOI: 10.1080/03772063.2023.2239757

133.

Kumar, A. and Garg, R. D. (2023). Land Cover Mapping and Change Analysis Using Optimized Random Forest Classifier Incorporating Fusion of Texture and Gabor Features. SN Computer Science. DOI: 10.1007/s42979-023-02111-6

134.

Sawant, S., Garg, R. D., Meshram, V. and Mistry, S. (2023). Sen-2 LULC: Land use land cover dataset for deep learning approaches. Data in Brief. DOI: 10.1016/j.dib.2023.109724

135.

Sharma, M. and Garg, R. D. (2023). Building footprint extraction from aerial photogrammetric point cloud data using its geometric features. Journal of Building Engineering. DOI: 10.1016/j.jobe.2023.107387

136.

Bhattacharjee, S., Pandey, A. C. and Garg, R. D. (2023). Long-term estimation of glacier mass balance using geospatial techniques in Western Himalayas, Ladakh, India. Quaternary Science Advances. DOI: 10.1016/j.qsa.2023.100118

137.

Choudhary, A., Garg, R. D., Jain, S. S. and Khan, A. B. (2023). Impact of Traffic and Road Infrastructural Design Variables on Road User Safety- A Systematic Literature Review. International Journal of Crashworthiness Traylor & Francis. DOI: 10.1080/13588265.2023.2274641

138.

Pritipadmaja, Garg, R. D. and Sharma, A. K. (2023). Assessing the cooling effect of blue-green spaces: implications for urban heat island mitigation. Water. DOI: 10.3390/w15162983

139.

Choudhary, A. Garg, R. D. and Jain, S. S. (2023). Safety Impact of Highway Geometrics and Pavement Parameters on Crashes along Mountainous Road. Transportation Engineering, Elsevier. DOI: 10.1016/j.treng.2023.100224

140.

Pritee, K. and Garg R. D. (2023). Criticality trend analysis based on highway accident factors using improved data mining algorithms. Journal of Future Sustainability. DOI: 10.5267/j.ijdns.2022.11.003

141.

Kumar, A., Garg, R. D., Singh, P., Shankar, A., Nayak, S. R. and Diwakar, M. (2023). Monitoring the Land Use, Land Cover Changes of Roorkee Region (Uttarakhand, India) Using Machine Learning Techniques. International Journal of Social Ecology and Sustainable Development. DOI: 10.4018/IJSESD.316883

142.

Mishra, K., Siddiqui, A., Kumar, V., Pandey, K. and Garg, R. D. (2024). Examining effect of super-resolution on AVIRIS-NG data: a precursor to generation of large-scale urban material and natural cover maps. Advances in Space Research. DOI: 10.1016/j.asr.2023.05.020

143.

Yadav, N., Wu, J., Banerjee, A., Pathak, S., Garg, R. D. and Yao, S. (2024). Climate uncertainty and vulnerability of urban flooding associated with regional risk using multi-criteria analysis in Mumbai, India. Environmental Research. DOI: 10.1016/j.envres.2023.117962

144.

Choudhary, A., Garg, R. D. and Jain, S. S. (2024). Drivers’ Liability Based Comparative Severity Analysis of Motorized Two-Wheeler Crashes. Journal of Traffic injury and prevention. DOI: 10.1080/15389588.2023.2292003

145.

Choudhary, A., Garg, R. D. and Jain, S. S. (2024). Estimating Impact of Pavement Surface Condition and Geometrics Design on Two-Wheeler Run-off Road Crashes on Horizontal Curves. IATSS (International Association of Traffic and Safety Sciences) Journal. Volume: 25 Number: 3 Pages: 407-413

Research Projects

Sort by Year (Ascending)

1. Title:- Preparation of Digital Maps for Moga township in Punjab using Digital Photogrammetric techniques for
Sponsor: Town and Country Planning Dept., Punjab Govt.	Sanctioned Year: 2005-06	Amount: ₹ 10.00 Lakhs	Role: PI

2. Title:- National level assessment of Land Use/Land Cover on 1: 250,000 scale using Advanced Wide Field Senso
Sponsor: Department of Space, Bangalore	Sanctioned Year: 2007-08	Amount: ₹ 8.00 Lakhs	Role: PI

3. Title:- Preparation and Evaluation of georeferenced multi-date AWiFS Vegetation Indices datasets
Sponsor: NRSC, Hyderabad	Sanctioned Year: 2007-08	Amount: ₹ 12.00 Lakhs	Role: PI

4. Title:- Development of Virtual Lab for Surveying and Geomatics experiments under NMEICT of MHRD
Sponsor: MHRD, New Delhi	Sanctioned Year: 2009-10	Amount: ₹ 30.00 Lakhs	Role: PI

5. Title:- Development of Critical Infrastructure Development System in GIS Environment for Maintenance of Brid
Sponsor: CRRI, New Delhi	Sanctioned Year: 2010-11	Amount: ₹ 7.97 Lakhs	Role: PI

6. Title:- Constrained and non-constrained analysis of spaceborne Hyperspectral Data
Sponsor: IIT, Roorkee	Sanctioned Year: 2011-12	Amount: ₹ 4.10 Lakhs	Role: PI

7. Title:- Institutional Capacity reinforcement of Hanoi University in education and research in remote sensing
Sponsor: DST, New Delhi	Sanctioned Year: 2011-12	Amount: ₹ 7.06 Lakhs	Role: PI

8. Title:- Development of Geo-visualisation tool for ground water resource management
Sponsor: DST, New Delhi	Sanctioned Year: 2014-15	Amount: ₹ 25.38 Lakhs	Role: PI

9. Title:- Development of geoinformatic techniques for defining sensitive and vulnerable drought area
Sponsor: DST, New Delhi	Sanctioned Year: 2014-15	Amount: ₹ 7.06 Lakhs	Role: PI

10. Title:- Study of earth’s moon for water ice with miniSAR onboard Chandrayaan-1
Sponsor: PRL (ISRO), Ahmedabad	Sanctioned Year: 2014-15	Amount: ₹ 28.16 Lakhs	Role: PI

11. Title:- Hydro-meteorological feedbacks and changes in water storage and fluxes in Northern India
Sponsor: NERC (U.K.)-MOES (India)	Sanctioned Year: 2016-17	Amount: ₹ 103.00 Lakhs	Role: PI

12. Title:- Unmanned Aerial Vehicles for optical and thermal remote sensing
Sponsor: IIT, Roorkee (Smile Scheme)	Sanctioned Year: 2017-18	Amount: ₹ 34.93 Lakhs	Role: PI

13. Title:- Algorithms and software for the processing, storage and visualization of Laser and Photography Data
Sponsor: DST, New Delhi (BRICS 2016 scheme)	Sanctioned Year: 2017-18	Amount: ₹ 26.90 Lakhs	Role: PI

14. Title:- Capacity building of IIT Roorkee in Dam safety Under DRIP (Geomatics component `49 Lakhs)
Sponsor: CWC,New Delhi	Sanctioned Year: 2017-18	Amount: ₹ 1,092.00 Lakhs	Role: PI

15. Title:- Development and realization of high accuracy indoor and outdoor seamless positioning system H/W ,S/W
Sponsor: DST, New Delhi (BRICS 2017 scheme)	Sanctioned Year: 2018-19	Amount: ₹ 50.00 Lakhs	Role: PI

16. Title:- Research and Development of algorithms and software for the processing storage and visualization of laser scanning and photography data
Sponsor: DST, New Delhi	Sanctioned Year: 2018-19	Amount: ₹ 26.90 Lakhs	Role: PI

17. Title:- SEAMLESSIPS - Development and Relization of High Accuracy Indoor and Outdoor Seamless Positioning System: Hardware and Software
Sponsor: DST, New Delhi	Sanctioned Year: 2019-20	Amount: ₹ 30.60 Lakhs	Role: PI

18. Title:- Development of Geomorphological Tools and Extraction of Soil Response Using Remote Sensing and Ancillary Data
Sponsor: DRDO, New Delhi	Sanctioned Year: 2019-20	Amount: ₹ 19.40 Lakhs	Role: PI

Administrative Background

Designation	Organisation	From Period	To Period
O.C. M.Tech.	Department of Civil Engineering, IIT Roorkee	2012	2014
Chief Warden Jawahar Bhawan	Department of Civil Engineering, IIT Roorkee	2013	-
Program Coordinator ITEC MEA sponsored International Course	Indian Institute of Remote Sensing	2001	2007
International Hostel Warden	Indian Institute of Remote Sensing	2000	2004

Membership

S. No.	Membership
1.	Indian Water Resources Society, Fellow
2.	Institution of Engineers (India), Associate Member
3.	Indian Society of Remote Sensing, Life Member
4.	Indian Society of Geomtics, Life Member
5.	Indian Association of Hydrologists, Life Member
6.	Regional Science Association, Life Member
7.	Indian Society for Construction Materials and Strutures, Life Member
8.	Indian National Cartographic Association, Life Member
9.	Institute of Landscape Ecology and Ekistics, India, Member
10.	International Association of Computer Science and Information Technology (IACSIT), Senior member
11.	International Scientific Academy of Engineering & Technology (ISAET), Member
12.	Universal Association of Computer and Electronics Engineers (UACEE), Senior member
13.	Institute of Research Engineers and Doctors (IRED) , Senior member

Book / Book Chapters

Mondal, M. S., Pandey, A. C., Kumar, M. and Garg, R. D. (2008). Land Use/Land Cover Assessment and Change Detection Analysis in a part of outer Garhwal Himalaya using MultiTemporal Satellite Images; in the book ‘Geoinformatics for Decentralized Planning and Governance'. Rawat Publications

Singh, P. P. and Garg, R. D. (2015). Classification of High Resolution Satellite Images Using Equivariant Robust Independent Component Analysis. in the book 'Advanced Computing, Networking and Informatics'', vol. 27 of the series 'Smart Innovation, Systems and Technologies'. Springer

Pande, H., Garg, R. D., Sen, A. K. and Prakash, A. (2015). Impact of Mining Activities on Land Use Land Cover in the Jharia Coalfield, India; in the book 'Coal and Peat Fires: A Global Perspective. Elsevier Publication

Singh, P. P. and Garg, R. D. (2016). On Sphering the High Resolution Satellite Image Using Fixed Point Based ICA Approach. In the Book series 'Computer Vision and Image Processing - Volume 2', Advs in Intelligent Syst., Computing. Springer publication

Mukherjee, S., Joshi, P. K. and Garg, R. D. (2016). Downscaling of Coarse Resolution Satellite Remote Sensing Thermal Data. in the book 'Environment and Earth Observation, Springer Remote Sensing/Photogrammetry series. Springer Publication

Shukla, A. K., Ojha, C. S. P. and Garg, R. D. (2017). Application of Overall Index of Pollution (OIP) for the assessment of the Surface Water Quality in the Upper Ganga River Basin, India; in the Book Chapter 12 in 'Development of Water Resource in India. 978-3-319-55124-1 Springer International Publishing AG

Pathak, S., Ojha, C. S. P., Zevenbergen, C. and Garg, R. D. (2017). Assessing Stormwater Harvesting Potential in Dehradun City Using Geospatial Technology, in the Book Chapter 4 in 'Development of Water Resources in India'. 978-3-319-55124-1 Springer International Publishing AG

Pathak, S., Ojha, C. S. P. and Garg, R. D. (2018). An Approach to Identify Stormwater Harvesting Hotspots for Dehradun, Uttarakhand; in the Book Chapter in 'Advances in Water Resource Engineering. 978-981-13-8180-5 Earth Science Series- Springer

Mestri, R.A., Rathod, R.R. and Garg, R.D. (2019). Identification and Removal of AccidentProne Locations Using Spatial Data Mining. In the Book: Applications of Geomatics in Civil Engineering. 978-981-13-7066-3 Springer, Singapore

10.

Wu, Y., Zhang, L., Badenko, V. and Garg, R. D. (2019). Three-Dimensional Laser Scanning for the Bridge Deformation of Shanghai Maglev Train. In the Book: Communications, Signal Processing, and Systems. 978-981-13-6507-2 Springer, Singapore

11.

Garg, P. K., Garg, R.D., Shukla, G. and Srivastava, H. S. (2020). Digital Mapping of Soil Landscape Parameters. 978-981-15-3237-5 Springer Singapore

12.

Garg, P. K, Garg, R. D. and Kuldeep (2020). Texture Based Riverine Feature Extraction and Flood Mapping Using Satellite Images. 9781119615972 John Wiley & Sons

13.

Kapoor, M. and Garg, R. D. (2021). Solar Potential Estimation and Management Using IoT, Big Data, and Remote Sensing in a Cloud Computing Environment. 9781003140351 Chapman and Hall/CRC

14.

Tripathi, P. and Garg, R. D. (2022). Subsurface Geology from Remote Sensing. In the Book: Cudnik B. (eds) Encyclopedia of Lunar Science. 978-3-319-05546-6 Springer, Cham

15.

Tripathi, P., Garg, R. D. (2022). Absorption, Absorption Spectrum in Lunar Studies. In: Cudnik, B. (eds) Encyclopedia of Lunar Science. 978-3-319-05546-6 Springer, Cham

16.

Mishra, K. and Garg, R. D. (2023). Evaluating Dimensionality Reduction Approaches on Erstwhile Hyperion and Newly Launched PRISMA Datasets. In: Ahmed, M. B. et al. (eds.), Innovations in Smart Cities Applications. 978-3-031-26851-9 Springer, Cham

17.

Singh, P. P., Garg, R. D. and Prasad, S. (2023). Tree Detection from Urban Developed Areas in High-Resolution Satellite Images. In: Thakur, M., Agnihotri, S., Rajpurohit, B.S., Pant, M., Deep, K., Nagar, A.K. (eds) Soft Computing for Problem Solving. Lecture Notes in Networks and Systems. 978-981-19-6524-1 Springer, Singapore

18.

Mishra, K. and Garg, R. D. (2023). Evaluating dimensionality reduction approaches on erstwhile hyperion and newly launched PRISMA datasets. In: Ahmed, M. B. et al. (eds.), Innovations in Smart Cities Applications. Springer

19.

Tasgaonkar, P. P., Garg, R. D., Garg, P. K., Tiwari, R. and Sangamnerkar, K. (2023). IoT-Based Smart and Precision Agricultural Applications. In: Gaur, L. and Garg, P.K. (eds.). Emerging Trends, Techniques, and Applications in Geospatial Data Science. IGI Global

20.

Mishra, K. and Garg, R. D. (2023). Machine learning based handling of geospatial big data from hyperspectral sensors for urban area characterization. In: Gaur, L., Garg, P. K. (eds.), Emerging Trends, Techniques, and Applications in Geospatial Data Science. IGI Global

21.

Tasgaonkar, P. P., Garg, R. D., Garg, P. K. and Mishra, K. (2023). Smart city: transformation to a digital city. In N. Gupta, N., Mishra, S. (eds.), Internet of Everything for Smart City and Smart Healthcare Application. Springer, Cham

B. Tech. Projects

S. No.	Project Title	Student Name	Co-Supervisor	Degree	Year
1.	GIS integrated Hydro Power assessment	Meenakshi Verma		None
2.	GIS based design of Smart City amenities	Shweta Lall		None
3.	Application of Geomatics in study of subsidence in mining areas	Pankaj Kumar Dhawan		None
4.	Planning of Adarsh Bhabhar Gram using watershed boundaries with the help of geo-spatial tools	Himanshu Gupta		None
5.	GIS & Remote Sensing for Sustainable Development	Dyutishree Haldar		None
6.	Study of evapotranspiration using remote sensing data	Manju Meena		None
7.	Application of Geomatics tools in land resource planning	Rinku Kumari		None
8.	Geoinformatics for Watershed Management	Abel Hailu Bekele		None
9.	Identifying suitable sites for storm water harvesting using Geomatics techniques	Anubhav Yadav		None
10.	GIS based flood management for a part of upper Gangetic plain	Robin Gautam		None
11.	GIS based mapping and analysis of village resources	Lalit Kumar		None
12.	Web Based Dynamic Pre and Post Accident Analysis	Suchismita Sahoo		None
13.	Station Area Planning based on Mode Choice in a TOD Corridor: Case of Bhopal BRTS	Ritwick Bhardwaj		None
14.	Channel Process and Morphology of Ganga river	Gaurav Tiwari		None
15.	Infrastructure Planning and Management Using GIS	Amit Nigam		None
16.	Evaluation of Accident Black Spots on Roads using GIS	Azeb Kebebew Bedane		None
17.	Assessment of albedo-temperature relationship in context of land use and land cover changes	Rakesh Kumar Verma		None
18.	Identification of road surface defects using Geomatics techniques	Animesh Singh		None
19.	Analysis of spatio-temporal patterns of urban expansion using Geomatics techniques	Neha Jagtap		None
20.	Experimental study of Pedestrian behavior in a corridor based on Digital Image Processing	Aseem Tigga		None
21.	GIS based road life cycle management system	Nitin Raj		None
22.	Downscaling of Thermal imagery by adding spatial details	Anurag Shrivastava		None
23.	Heat island analysis of urban area using geomatics techniques	Vijay M. Khandar		None
24.	Time Domain Method for GPR Simulation in Dispersive media	Himanshu Bana		None
25.	Spectral filter testing for DEM generation using InSAR data	Vishwas Vashistha		None
26.	Evacuation planning in the event of disaster in GIS environment	Pankaj Kumar		None
27.	Development of methodology for utility detection and pavement layers using GPR	Udbhav Joshi		None
28.	Classification of high density mobile mapping LiDAR data in Urban Landscape	Inshu Chauhan		None
29.	Knowledge based sub-pixel classification for land cover mapping	M.D. Sarat Chandra		None
30.	Glacial Lake Outburst Flood (GLOF) analysis of glaciers and glacial lakes in a Himalayan basin	Arpit Agarwal		None
31.	Development of GIS based noise map for Roorkee city	Amit Ranjan		None
32.	Optimum band selection for discrimination of various land cover features using hyperspectral data	Sachin Kumar		None
33.	Route alignment planning in GIS	Varun Kumar Pandey		None
34.	Extraction of land cover features in a flood plain area using microwave data	Rakesh Chandra Joshi		None
35.	Integration of geospatial based conceptual approach in a landslide warning system	Yogesh Mukhi		None
36.	Artificial Neural Network analysis of geodata	Priyanka Chaturvedi		None
37.	Classification of terrain using LiDAR data	Vikas Kumar Samaria		None
38.	Evaluation of spectral characteristics of urban land use using hyperspectral data	Vinay Kumar		None
39.	Study of morphology and river management of Ganga and Koshi rivers at few sites	Md. Parwez Akhtar		None
40.	Upgradation planning of rural roads using GIS and GPS	A.S. Subramanyam		None
41.	Estimation of Hydropower potential using hydrologic modelling	Mayank Shekhar Pant		None
42.	Evaluation of Geometric and Radiometric properties of AWiFS image	Nisha Verma		None
43.	DSS for identification of Special Economic Zones using Geoinformation Techniques	Mohit Mittal		None
44.	Generation of georeferenced frame work for multi-date AWiFS data sets	Ritu Gupta		None
45.	Evaluation of techniques for radiometric normalization and atmospheric correction of multi-date AWiF	Moitrayee Mazumdar		None
46.	Comparison of algorithms for optimum path	Shraddha Jain		None
47.	Route Finder	Geeta Singh		None
48.	Geoinformatics Based Assessment of Geoenvironment and Utility-Facility for Urban Planning in and aro	Md. Surabuddin Mondal		None
49.	GIS based Modeling to Estimate Urban Carbon Footprints in Delhi [Co-Supervisor]	H. Singh and Group	Prof. Rahul Dev Garg	UG	2008
50.	Development of Advanced Traveler Information System [Co-Supervisor]	Akhil Singh, Ankit Agrawal, Rohit Agrwal, Sumit Gu	Prof. Rahul Dev Garg	UG	2011
51.	Development of Advanced Traveler Information System for HaridwarCity [Co-Supervisor]	Anubhav Kumar, Anupriya, Ashutosh Gaurav, Kriti Ga	Prof. Rahul Dev Garg	UG	2014

M. Tech. Dissertations

Sort by Year (Ascending)

S. No.	Project Title	Student Name	Co-Supervisor	Degree	Year
1.	Geoinformatics Based Assessment of Geoenvironment and Utility-Facility for Urban Planning in and around Rishikesh Town	Md. Surabuddin Mondal	Dr. A.C. Pandey, Sr. Lecturer, BIT, Ranchi	PG	2005
2.	Generation of georeferenced frame work for multi-date AWiFS data sets	Ritu Gupta	Mrs. Shefali Agarwal, IIRS, Dehradun Dr. R. Sivakumar, BIT, Ranchi	PG	2007
3.	Evaluation of techniques for radiometric normalization and atmospheric correction of multi-date AWiFS data (IRS P6)	Moitrayee Mazumdar	Mrs. Shefali Agarwal, IIRS, Dehradun Dr. N. Patel, Prof. BIT, Ranchi	PG	2007
4.	Evaluation of Geometric and Radiometric properties of AWiFS image	Nisha Verma	Prof. P.K. Garg, IIT Roorkee	PG	2008
5.	Classification of terrain using LiDAR data	Vikas Kumar Samaria	Dr. B. Lohani, Asso. Prof., IIT Kanpur	PG	2009
6.	Evaluation of spectral characteristics of urban land use using hyperspectral data	Vinay Kumar		PG	2009
7.	Study of morphology and river management of Ganga and Koshi rivers at few sites	Md. Parwez Akhtar	Prof. Nayan Sharma, WRDM	PG	2009
8.	Upgradation planning of rural roads using GIS and GPS	A.S. Subramanyam	Prof. Praveen Kumar Dr. B. Kanagadurai, CRRI, New Delhi	PG	2009
9.	Estimation of Hydropower potential using hydrologic modelling	Mayank Shekhar Pant	Prof. C.S.P. Ojha, CED	PG	2009
10.	DSS for identification of Special Economic Zones using Geoinformation Techniques	Mohit Mittal	Prof. P.K. Garg, IIT Roorkee	PG	2009
11.	Extraction of land cover features in a flood plain area using microwave data	Rakesh Chandra Joshi		PG	2010
12.	Integration of geospatial based conceptual approach in a landslide warning system	Yogesh Mukhi	Prof. P.K. Garg, CED	PG	2010
13.	ANN analysis of Geo-data	Priyanka Chaturvedi	Prof. Rahul Dev Garg	PG	2010
14.	Optimum band selection for discrimination of various land cover features using hyperspectral data	Sachin Kumar	Mrs. Shefali Agarwal, IIRS, Dehradun	PG	2011
15.	Study of Earth’s Moon for water-ice with miniSAR onboard Chandrayaan	Deepak Singh	Prof. P.K. Garg, CED Dr. S.K. Jain, NIH	PG	2011
16.	Route alignment planning in GIS	Varun Kumar Pandey		PG	2011
17.	Knowledge based sub-pixel classification for land cover mapping	M.D. Sarat Chandra		PG	2012
18.	Glacial Lake Outburst Flood (GLOF) analysis of glaciers and glacial lakes in a Himalayan basin	Arpit Agarwal	Dr. S.K. Jain, NIH Dr. A.K. Lohani, NIH	PG	2012
19.	Development of GIS based noise map for Roorkee city	Amit Ranjan		PG	2012
20.	Development of methodology for utility detection and pavement layers using GPR	Udbhav Joshi	Prof. S.S. Jain, CED	PG	2013
21.	Classification of high density mobile mapping LiDAR data in Urban Landscape	Inshu Chauhan	Dr. Claus Brenner, Germany	PG	2013
22.	Downscaling of Thermal imagery by adding spatial details	Anurag Shrivastava		PG	2014
23.	Heat island analysis of urban area using geomatics techniques	Vijay M. Khandar		PG	2014
24.	Time Domain Method for GPR Simulation in Dispersive media	Himanshu Bana		PG	2014
25.	Spectral filter testing for DEM generation using InSAR data	Vishwas Vashistha		PG	2014
26.	Evacuation planning in the event of disaster in GIS environment	Pankaj Kumar		PG	2014
27.	Assessment of albedo-temperature relationship in context of land use and land cover changes	Rakesh Kumar Verma		PG	2015
28.	Identification of road surface defects using Geomatics techniques	Animesh Sing	Prof. Praveen Kumar, CED	PG	2015
29.	Analysis of spatio-temporal patterns of urban expansion using Geomatics techniques	Neha Jagtap		PG	2015
30.	Experimental study of Pedestrian behavior in a corridor based on Digital Image Processing	Aseem Tigga	Prof. M. Parida, CED	PG	2015
31.	GIS based road life cycle management system	Nithin Raj	Dr. Devesh Tiwari, CRRI, New Delhi	PG	2015
32.	Identifying suitable sites for stormwater harvesting using Geomatics techniques	Anubhav Yadav		PG	2016
33.	GIS based flood management for a part of upper Gangetic plains	Robin Gautam	Dr. U.P. Gupta, CWC, New Delhi	PG	2016
34.	GIS based mapping and analysis of village resources	Lalit Kuma		PG	2016
35.	Web Based Dynamic Pre and Post Accident Analysis	Suchismita Sahoo		PG	2016
36.	Station Area Planning based on Mode Choice in a TOD Corridor: Case of Bhopal BRTS	Ritwick Bhardwaj	Dr. Uttam K. Roy, APD	PG	2016
37.	Channel Process and Morphology of Ganga river	Gaurav Tiwar	Prof. Z. Ahmad, CED	PG	2016
38.	Infrastructure Planning and Management Using GIS	Amit Nigam		PG	2016
39.	Evaluation of Accident Black Spots on Roads using GIS	Azeb Kebebew Bedane		PG	2016
40.	Risk assessment of pluvial flooding due to urban environment using Geomatics tools	Dyutishree Haldar	Prof. O.P. Dubey, CED	PG	2017
41.	Retrieval of land surface temperature and evapotranspiration using satellite remote sensing data	Manju Meena	Prof. O.P. Dubey, CED	PG	2017
42.	GIS based urban seismic risk assessment of Haridwar city	Rinku Kumari	Prof. O.P. Dubey, CED	PG	2017
43.	Integrated watershed management plan for hilly watershed using Geomatics tool	Abel Hailu Bekele	Prof. O.P. Dubey, CED	PG	2017
44.	Carbon footprint assessment for Ahmedabad rapid transit system	Ankit Kumar	Dr. P.S. Chani, APD	PG	2017
45.	Planning & development of an Adarsh Bhabhar Gram using watershed boundaries with the help of geo-spatial tools	Himanshu Gupta	Prof. O.P. Dubey, CED	PG	2018
46.	Application of Geomatics in study of subsidence in mining areas	Pankaj Kumar Dhawan	Prof. O.P. Dubey, CED	PG	2018
47.	GIS based design of Smart City amenities	Shweta Lall		PG	2018
48.	GIS integrated Hydro Power assessment	Meenakshi Verma	Dr. M.K. Singhal, AHEC	PG	2018
49.	Web-GIS for smart sewerage design and monitoring for smart city	Nilesh Yadav		PG	2019
50.	Influence of hydrological parameters on high altitude natural vegetation dynamics	Saurabh Bhoiya	Dr. Tapas Karmaker, TIET, Patiala	PG	2019
51.	Feasibility study of railway line in hilly region using Geomatic Tools	Jatin Singh		PG	2019
52.	Analysis of structural deformation of old railway bridge using Geomatics technique	Jitesh Sharma		PG	2020
53.	Alignment of optimum route using Web GIS based on crowdsourcing method	Pankaj Kumar		PG	2020
54.	Route optimization of Jaipur walled city using GIS	Rajnandini Singh		PG	2020
55.	GIS for Governance: Town Planning and Land Management	Aman Gupta		PG	2021
56.	Monitoring and estimation of the armed conflict impacts on land use land cover in Damascus province, Syria	Ammar Dali		PG	2021
57.	ANN based urban growth study	Hemant		PG	2021
58.	Analysis of Soil Salinity Mapping using Geostatistics and Remote Sensing	Yogita Dhaka		PG	2022
59.	Drainage network layout using UAV data	Mohamed Salman		PG	2022

Research Scholars

Sort by Year (Ascending)

S. No.	Topic	Scholar Name	Registration Year
1.	Development of an Intelligent Gas Pipeline Route Alignment System	Sawant Suraj Tanaji	2015
2.	Pavement management and transportation safety	Ankit Chaudhary	2018
3.	To be Decided	Abhishek Adhikari	2019
4.	To be Decided	Dyutisree Halder	2019
5.	To be Decided	Pritipadmaja	2019
6.	To be decided	Ashish Kumar	2020
7.	Assessment of river morphology using geospatial tools.	Harikrishnan G.	2021
8.	To be decided.	Shubham Bhattacharjee	2023
9.	To be decided.	Vijay Deep Singh	2023
10.	To be decided.	Aditya Kumar Thakur	2023
11.	To be decided.	Aman Srivastava	2023
12.	To be decided.	Apurwa Chaurasia	2023
13.	To be decided.	Arnab Mondal	2023
14.	To be decided.	Harshita Tiwari	2023
15.	To be decided.	Munizzah Salim	2024

Ph.D. Supervised

Sort by Year (Ascending)

S. No.	Topic	Scholar Name	Status	Awarded Year
1.	GIS based geostatistical analysis and modelling for HIV/AIDS epidemic	Rashmi Kandwal	Awarded	2011
2.	Snow – ice parameter retrieval using Active Remote Sensing	Praveen Kumar	Awarded	2012
3.	Hydrothermal alteration study using multisensor data in eastern Rajasthan	Poonam S. Tiwari	Awarded	2014
4.	Mining impact assessment in Jharia coalfield using earth observation technique	Hina Pandey	Awarded	2014
5.	GPR based pavement layer evaluation and utility detection	D.C. Bala	Awarded	2015
6.	Efficient hybrid classification of urban objects using high resolution satellite images	Pankaj Pratap Singh	Awarded	2015
7.	Assessment of groundwater regime using geospatial and flow modeling techniques	Etishree Agarwal	Awarded	2015
8.	Downscaling of coarse resolution open source remotely sensed satellite based land surface temperature data	Sandip Mukherjee	Awarded	2016
9.	Web based Spatial Decision Support System for flood risk mapping	Anurag Aeron	Awarded	2016
10.	Spatial Data Mining methods for electricity consumption profiling	Rathod R.R.	Awarded	2017
11.	Texture based extraction of islands and flood vulnerability assessment using RS	Kuldip	Awarded	2018
12.	Precipitation and Water Yield Variability in Upper Ganga basin using Geomatics	Anoop Kumar Shukla	Awarded	2018
13.	Predictive Approach to Retrieve Some Soil Landscape Parameters Using RS Tools	Gaurav Shukla	Awarded	2018
14.	Assessment of water-ice on Lunar surface using Chandrayaan and terrestrial data	Deepak Singh	Awarded	2018
15.	Geostatistical computing as Web Processing Service on open system architecture	Hariom Singh	Awarded	2019
16.	PolSAR Tomography for above ground biomasss estimation	Shashi Kumar	Awarded	2019
17.	Identification of stormwater harvesting sites using Geomatics tools	Shray Pathak	Awarded	2019
18.	Integration of Big-Data & Geomatics tools for Solar Potential Assessment	Mudit Kapoor	Awarded	2019
19.	Trend model for road accident analysis: Spatial Data Mining approach	Kumari Pritee	Awarded	2019
20.	Role of Geo-parameters & Geo-informatics in off-road trafficability evaluation	Sunil Kumar Pundir	Awarded	2021
21.	Extraction of crop information using Geomatics and Machine Learning.	Sandeep Kumar Singla	Awarded	2021
22.	Drought assessment using EDI rainfall variability with GIS tools	Himanshu Bana	Awarded	2023
23.	Integration of Near-Infrared, Thermal, Raman Spectroscopy and Hyperspectral Imaging for Mineral Characterization: Implications for Future Lunar Missions	Prateek Tripathi	Awarded	2023
24.	Machine Learning based information retrieval from LiDAR and UAV datasets	Mayank Sharma	Awarded	2023
25.	Real-Time Smart Vehicular System Using Geomatics And IoT Techniques For Connected Vehicles.	Neerav Sharma	Awarded	2023
26.	Pilgrim vehicle tracking and location based services using Remote Sensing and GIS	Tasgaonkar Pankaj Prakash	Awarded	2024
27.	Characterization of impervious surfaces using hyperspectral data and machine learning techniques	Kavach Mishra	Awarded	2024

Teaching Engagements

S. No.	Course Name	Course Code	Class Name	Semester & Year
1.	Geomatics Engineering-II	CEN-203	B. Tech.	Autumn Semester 2020-21
2.	B. Tech. Project	CEN-400A	B. Tech.	Autumn Semester 2023-24
3.	Surveying Measurements and Adjustments	CEN-511	M. Tech.	Autumn Semester 2020-21
4.	Surveying Measurements and Adjustments	CEN-511	M. Tech.	Autumn Semester 2023-24

Conference Publication

Sort by Year (Ascending)

Premalatha M., Garg, R. D., Jeganathan, C. and Govil, S. K. (1995). Tea Plantation Mapping Using Microwave Data (ERS-1 SAR) as a Supplementary Tool for Optical Data (IRS LISS-II). Proc. International Workshop on ‘International Mapping from Space’. Place: Institute of Remote Sensing, Anna University, Madras

Garg, R. D., Premalatha, M. and Sokhi, B. S. (1995). Digital Spatial Analysis of a Newly Emerging Industrial Town - A Case Study of NOIDA Area. Proc. International Workshop on ‘International Mapping from Space’. Place: Institute of Remote Sensing, Anna University, Madras

Premalatha M., Govil, S. K. and Garg, R. D. (1995). Use of Microwave Data for Crop Moisture Stress Detection - A Case Study. Proc. Conference on Informatics for Sustainable Agricultural Development. Place: National Informatics Center, New Delhi

Garg, R. D. and Govil, S. K. (1995). Assessment of Soil Erosion in a part of Himalayan Region Incorporating GIS Techniques. Proc. National Symposium on GIS Technology, Applications and Resource & Facility Management. Place: University of Madras, Madras

Garg, R. D. (1999). Transport Route Alignment through a Natural Risk Area: Case study of Garhwal Himalayas. Proc. International Symposium on Operationalisation of Remote Sensing, ITC. Place: The Netherlands

Garg, R. D., van Westen, C. J. and Govil, S. K. (1999). Multi-Criteria Decision Making in GIS Environment for Optimal Transport Corridor Selection. Proc. International Conference on ‘Geoinformatics beyond 2000. Place: IIRS, Dehradun

Jain, S. and Garg, R. D. (2001). Image Fusion for Feature Extraction in Urban Area. Proc. ICORG. Place: Hyderabad

Garg, R. D., Garg, P. K. and Govil, S. K. (2002). Optimal Transport Route Planning in Hilly Region using Remote Sensing Data. Proc. ‘ISPRS International Symposium on Resource and Environmental Monitoring’. Place: Hyderabad

Garg, R. D., Agarwal, S. and Pande, H. (2002). Digital mapping using High Resolution Imagery. NNRMS course e-zine.

10.

Mittal, S. K., Garg, R. D. and Punia, M. (2003). Differential positioning with handheld GPS receivers. Proc. ‘ISRS Symposium on Resource Management with special reference to Geoinformatics and Decentralised Planning’. Place: Thiruvananthapuram

11.

Garg, R. D., Garg, P. K. and Govil, S. K. (2003). Transport Route Planning using advanced mathematical algorithms in RS-GIS environment. Proc. ‘ISRS Symposium on Resource Management with special reference to Geoinformatics and Decentralised Planning’. Place: Thiruvananthapuram

12.

Garg, R.D., Garg, P. K. and Govil, S. K. (2003). Optimal Route Alignment in Hilly area by implementation of Dijkstra’s Algorithm using GIS techniques. Proc. NRSA/NCRST-F International Workshop on ‘Transportation and Mobility: Strategic Initiatives using Remote Sensing and Geographic Information Systems’. Place: Hyderabad

13.

Mondal, M. S., Garg, R. D., Kumar, M. and Pandey, A. C. (2004). Land Use / Land Cover Assessment and its Spatio-temporal Dynamics using Multi-Temporal Satellite Images in the southern parts of Lower Garhwal Himalayas. Proc. National Seminar on ‘Role of Geoinformatics for Decentralised Planning for better Governance’. Place: Department of Remote Sensing, BITS, Mesra, Ranchi

14.

Garg, R. D., Garg, P. K. and Govil, S. K (2004). Transport Route Planning in Hilly Region using Satellite Image Fusion Techniques. Proc. International Conference on Signal Processing and Robotics. Place: IIIT, Allahabad

15.

Mondal, M. S., Pandey, A. C. and Garg, R. D. (2005). Rishikesh Urban Information System (RUIS) - A Geoinformatics based information system for urban / regional planning. National 15 Symposium and Seminar - ISRS-2005. Place: Birla Institute of Technology, Mesra, Ranchi

16.

Agarwal S., Garg, R.D., Mittal, S.K. and Ray, P.K.C. (2006). Micro relief characterisation using Digital Elevation Model derived from IRS-CARTOSAT Stereo. ISPRS International Symposium on "Geospatial Databases for Sustainable Development". Place: Goa, India

17.

Garg, R. D., Garg, P. K. and Govil, S. K. (2006). Prediction Models for New Transport Routes through Hilly Region. Poster paper, Indo-Australian Conference on “IT Applications in Civil Engineering. Place: IIT Roorkee

18.

Saha, S. K., Batbaldan, T. and Garg, R. D. (2007). Characterization of desertification status by integrated use of satellite remote sensing and GIS - a case study of eastern part of Rajasthan state. ISRS National Conference on High Resolution Remote Sensing and Thematic Application. Place: Kolkata

19.

Mondal, M. S., Sharma, N., Garg, R. D. and Garg, P. K. (2007). RUIS – a Web based Geographical Information System for Rishikesh area. ISRS National Conference on High Resolution Remote Sensing and Thematic Application. Place: Kolkata

20.

Garg, R. D. (2007). Spatial Decision Support System augmentation using Geo-visualisation. National Conference on Geo-Visualization Design, Research, and Practice (GVDRP-2007). Place: NID, Ahmedabad

21.

Garg, R. D. and Garg, D. (2007). Use of Artificial Intelligence and Information Systems. Proc. National Seminar on Convergence of Management and Technology – The New Horizons. Place: Tilak Raj Chadha Institute of Management and Technology (TIMT), Yamuna Nagar,

22.

Garg, R. D. (2007). Development of GIS and RS techniques and their Potentiality - How far applicable in Archaeology. Proc. Workshop on RS & GIS in the field of Archaeology’ organized by Center for Archaeological Studies and Training in Eastern India (CASTEI). Place: Kolkata

23.

Thakur, P. K., Prasad, V. H., Duishonakunov, M., Garg, P. K. and Garg, R. D. (2008). Hydrological Study in Manali Sub-basin of Beas River. Hydro 2008. Place: Jaipur

24.

Kumar, P., Nayak, A., Sharma, N. and Garg, R. D. (2008). Remote Sensing based assessment of channel instability in Ganga river inhibiting fairway sustainability. Workshop on River Training Works, Inland Waterways Authority of India (IWAI). Place: Patna

25.

Garg, R. D. (2008). Recent Trends in Geomatics Engineering. National Conference on ‘Emerging Trends in Civil Engineering for Infrastructure Development (ETC-ID 2008). Place: NIT, Raipur

26.

Krishan, V., Garg, P. K., Garg, R. D. and Kandwal, R. (2008). Comparison of Automatic and Semi- Automatic technique for Building extraction from High Resolution IKONOS Imagery. Symposium on Challenges and Applications of Mathematical Modeling Techniques in Building Science and Technology (CAM2TBST). Place: CBRI, Roorkee

27.

Sarkar, A., Sharma, N., Garg, R. D. and Arora, M. (2009). River channel changes of the Brahmaputra in India using geospatial techniques. National Symposium on Climate change and Water resources in India (CCWRIN). Place: NIH Roorkee

28.

Kandwal, R., Augustijn, E.W., Stein, A., Miscione, G., Garg, P. K. and Garg, R. D. (2009). Modeling the movement of females tested positive for HIV using geospatial analysis. Third International Conference on Health GIS. Place: Hyderabad

29.

Verma, N., Garg, P. K. and Garg, R. D. (2009). Evaluation of geometric properties of AWiFS images: a comparative study. Geomatrix-2009. Place: Centre for Studies in Resource engineering (CSRE), IIT Bombay

30.

Garg, R.D., Bala, D.C. and Jain, S.S.

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