Ref:GTU/PhD/Co-Super/2018/1000 Date:16/02/2018

CIRCULAR

All recognized Supervisors and enrolled PhD Scholars may utilize the facilities available at BISAG (brochure enclosed) for their research work. Further, they may also consider contacting faculty members available at BISAG for getting inputs on their research work. Enclosed is a brief profile of interested faculty members.

S/D I/c Registrar

To: 1. All recognized GTU Supervisors 2. All enrolled PhD scholars Copy to: 1. Academic Section, GTU 2. IT section for upload on website PhD and Circular tab 3. Director, BISAG for information and necessary action

1 Page

Bhaskaracharya Institute for Space Applications and Geo-informatics The Institute : For all inclusive development, growth, modern day planning, the transparent, efficient, effective, responsive and low cost decision making systems are necessary. Such systems involve multi-disciplinary information that not only encourage people’s participation and ensure equitable development, but also take into account the sustainability of natural resources. The applications of the space technology and geo-informatics have contributed significantly to the socio-economic development. The department of science and technology of the Government of established Remote Sensing and Communaction Centre (RESECO) in 1997 wich was renamed to ‘’BISAG’’ in 2003 with enhanced mandate with the aim to integrate the space technology and geo-informatics applications in developmental planning and management of resources. Now, it has evolved into the ISO 9001:2008, ISO 27001:2005 and CMMI:[Level 3] certified institute and a centre of excellence wherein research and innovations are combined with the user requirements to emerge as a value-added services provider, a technology developer and as a facilitator for providing direct benefits of space technology and geo-informatics to the grass root level functionaries.

BISAG’s Growth : Over last 10 years, the institute has experienced extensive growth in the sphere of space and geo-informatics technologies. The objectives with which BISAG was established are manifested in the wide range of services it renders to almost all departments of the state. Over the years, the institute has been enduring to expand its outreach to disseminate the use of the technologies at the grass root level. In the span of 10 years, BISAG has played multi-dimensional roles and achieved several milestones to emerge as an integral part of developmental process of the Gujarat State.

2 Department of Science and Technology, Government of Gujarat BISAG’s Journey

1997-98 RESECO (Limited Mandate)

GUJSAT BISAG (Enhanced Mandate) 2003-04 ISO 9001:2008

2007-08 ISO 27001:2005

Centre for Geo-informatics Applications

Academy

2010-11 CMMI (Level-3)

2013-2014 3 Bhaskaracharya Institute for Space Applications and Geo-informatics

Satellite Communication.. for Promotion and Facilitation of the use of broadcasting and teleconferencing networks for distant interactive training, education and extension. Remote Sensing..

for Inventory, Mapping, Developmental planning and Monitoring of natural & man-made resources.

Geographic Information System.. for Conceptualization, Creation and Organization of multipurpose common digital database for sectoral integrated decision support systems development. Global Navigation Satellite System..

for Location based Services, Geo-referencing, Engineering Applications and Research.

Photogrammetry..

for Creation of Digital Elevation Models/Maps, Terrain Characteristic Maps and Resource planning.

Cartography..

for Thematic Mapping and generation of value added maps.

Software Development.. for wider usage in Geo-spatial applications, Decision Support Systems (desktop as well as web based), ERP solutions. Education, Research and Training.. WINGS OF BISAG for providing Education, Training & Technology Transfer to large number of students, end users & collaborators and promoting Research and Devlopment

4 ACADEMY Bhaskaracharya Institute for Space Applications and Geo-informatics Introduction : Considering the requirement of high end research and development in the areas having relevance of geo-informatics technology for sustainable development, a separate infrastructure has been established. In collaboration with different institutes in the state as well as in the country, R&D activities are being carried out in the areas of climate change, environment, disaster management, natural resources management, infrastructure development, resources planning, coastal hazard and coastal zone management studies, etc. under the guidance of eminent scientists.

Various innovative methodologies/models developed in this academy through the research process have helped in development of various new applications. There are plans to enhance R&D activities manifold during coming years.

Besides this, recognizing the importance and relevance of institute’s activities in IT sector and their future potential, the Gujarat Government decided to initiate research and development in “centre of informatics and training” area through a focused research activity along with simultaneous programme of human resources development. This unit is providing in-house developed ERP solutions on GIS platform by integrating various technologies such as remote sensing, GIS, MIS, Mobile and Web. As this product provides simple single-window IT solutions to user community, it has become highly acceptable by the users. In addition, various other in-house products are being developed in this unit on regular basis. In the process, the institute is establishing “Gujarat Spatial Data Infrastructure (GSSDI)” by utilizing the strength of already established IT Network infrastructure of the state (GSWAN).

This academy also provides training to more than 600 students every year in the field of Geo-informatics. The students come from various backgrounds like water resources, urban planning, computer Engineering, IT, Agriculture, Remote Sensing, GIS and their applications.

This Academy has a separate infrastructure for advanced research and development through following schools:

62 Department of Science and Technology, Government of Gujarat

School of Geo-informatics School of Climate & Environment School of Integrated Coastal Zone Management School of Sustainable Development Studies School of Natural Resources and Bio-diversity School of Information Management of Disasters School of Communication and Society

An advanced applied research through above schools has been initiated during XII five year plan. Under this a fullfledged Ph.D programmes is underway in these schools.

Goals of the BISAG Academy: Scope of the Academy The BISAG Academy focuses its activities to address following larger Research and Development issues: Develop procedures for systematic capture of information and knowledge both from geo- spatial data bases and user experiences and hence facilitate preparation of a comprehensive all-purpose spatial data base for suitability of development Sensitize users to viable integrated approach for knowledge generation Develop secure and robust test and validation procedures for eff ective implementation of developed procedures at users’ end. Develop new technologies and knowledge equations for studying new development initiatives and assess their sustainability. Develop capacities for human resource development and training to provide qualifi ed professionals for project execution. Act as via-media for fusion of domain knowledge from academia with the technology to provide opportunities for sustained capacity building.

63 Bhaskaracharya Institute for Space Applications and Geo-informatics

The activities of the academy are being executed through a research and development programme and are based on networking of institutions/individuals (both nationally and internationally) to address specific research, applications, and educational objectives ensuring update of the knowledge of its teachers, and students to various state-of the-art developments taking place elsewhere. A major workforce for academic activities are Masters and Doctoral students either on BISAG payroll or deputed from various Universities in the sarounding region. The students are encouraged to obtain specific degrees from the Universities/ academic institutions identified as partner in the programme.

Apart from the academy faculties, necessary faculties from various universities in the region (taking the staff on sabbatical or in visiting capacity) are used to prepare highly skilled professionals in this field to help the stake holders (Govt., public and private enterprise) acquire very competitive and skilled manpower for execution of projects at the user’s end. The courses will encompass constant feedback based changes to keep abreast with latest technologies and research based solutions.

64 Department of Science and Technology, Government of Gujarat

Organization and Research Activities of Schools: School of Geo-informatics: This school focuses on activities for development of Geo- informatics tools, relevant software, advanced data analysis techniques, and development of new applications of geo-informatics.

School of Climate and Environment: This school focuses on activities of generation of historical climate information from past records. The school will concentrate on all aspects of climate change analysis i.e. modeling, impacts analysis and monitoring the changes through specialized data analysis techniques.

School of Integrated Coastal Zone Management: The Coastal areas are highly dynamic and complex. Hence, the effective management requires wider access to technologies that can represent these dynamics, particularly to evaluate and deal appropriately with changes and their complexity. Thus, this school focuses on activities for developing procedures for multi-dimensional information for applications in management of coastal zone, development of process models for predicting future changes in coastal environment and developing the decision support system for integrated development of coastal regions. Integrated Coastal Zone Management (ICZM) is a process to ensure that development and management plans are integrated with environmental (including societal) goals and are made with the participation of agencies affected. Hence, the ICZM emphasizes the need for striving to maintain a healthy

65 Bhaskaracharya Institute for Space Applications and Geo-informatics environmental foundation. It is upon this foundation that the ecological, disaster prevention and human utilization functions of the coastal zone rest.

Development of Conservation of BALANCE Coastal Zones Coastal Ecosystem

Coastal Zone Potentials Coastal Zone threats Ports Oil spills Coastal Erosion Industries Cyclones, tsunamis etc.  Integrated Coastal Fisheries and aqua –culture Vegetation degradation Oil & Gas related infrastructure. Zone Management(ICZM) Industrial pollution

School of Sustainable Development Studies: This school focuses on activities related to impact study of development practices (SSDS) and suggesting initiatives to sustain them, facilitate promotion of knowledge sharing at all levels to support decision process through integrated efforts of stake holders, develop process models for impact studies to assess long term changes in a specified region for improving the developmental activities. Sustainable development studies need to address all the sectors of the society. All developmental efforts should be designed and implemented with the aim of achieving sustainable benefits. The key factors that influence sustainable development studies are shown in the chart below:

66 Department of Science and Technology, Government of Gujarat

Developmenttal Processes Natural Land transformation Repercussions Resources Economy Production Environment Population explosion

Indications Requirements Depletion, Pollution Future / Present Vulnerability to Hazards

Satisfaction BALANCE Conservation

Response Conservation Measures Regulation SUTAINABLE DEVELOPMENT

Science & Technology

Economic Ownership

Viability Feasiblity Possibility

Administration Flexibility Acceptablity Social & Management SSDS Suitability

Adaptability Legality Knowledge Environmental base

Legal

School of Natural Resources and Biodiversity: This school focuses on activities for studying temporal variation in natural resources, development of models for efficient and sustainable exploitation, assessment and future projections of bio-diversity changes, and develop procedures for generating integrated the records of past and present biodiversity system and natural resources.

School of Information Management of Disasters: This school focuses on activities to develop early warning procedures to minimize potential risks of disasters, facilitate preparation of developmental plans for disaster mitigation efforts, support efforts for post-disaster rehabilitation and their information needs. 67 Bhaskaracharya Institute for Space Applications and Geo-informatics

School of Communication and Society: The school focuses on activities related to wider application of communication technology in community health, generating equal opportunities for education for all, specific vocational training, disaster preparedness, and providing awareness for enabling society towards sustainability of environment and resource management.

M. Tech. Students’ Research Programme: The academy has started M. Tech. students’ research programme in a systematic way. It admits 8 to 12 students from various colleges and universities in Gujarat and other statesfor period of 10 months from July to May. All the students were paid stipend of Rs. 6000 per month during the tenure. The research covered the following areas:

Cloud computing techniques Mobile communication Technology Design of embedded systems Surface water utilization using remote sensing data Agricultural and Soils Remote Sensing Digital Image processing techniques (Data Fusion, pattern matching, object detection and Classifi cation techniques). This research activity results in publication of dissertation by each student and National and International level publications.

Ph.D. Programme: This institute has been recognized by IITs for research in addition to several Universities in Gujarat State. The GTU has recognized BISAG for research leading to Ph.D degree in the discipline of Computer Science, Engineering and IT. Under this programme Ph.D. research programme has started at BISAG. Also, some JRF from IITs are being guided by BISAG Scientists.

Road Map of the Academy: Build a strong, faculty base in Various disciplines. Hold workshops on each school to redefi ne, refi ne research focus areas. Bring out summary documents of workshops detailing action plans for implementation of research and formulate the research frame works. Develop infrastructure in terms of both hardware and software, laboratories, equipments etc. Resources mobilization through sponsored research projects.

68 Geo-Informatics Bhaskaracharya Institute for Space Applications and Geo-informatics Introduction The objective of the Geo-informatics technology group is to provide decision support to the sectoral stake holders through scientifically organized, comprehensive, multi-purpose, compatible and large scale (village level) geo-spatial databases and supporting analytical tools. These activities of this centre are executed by a well trained team of multi-disciplinary scientists. The government has provided a modern infrastructure along with the state-of- the-art hardware and software. To study the land transformation and development over the years, a digital satellite data library of multiple sensors of more than twenty years has been established and conventional data sets of Government Departments have been co-registered with satellite data. Thus, geo-spatial databases have been created using conventional maps, high resolution satellite 2D and 3D imagery and official datasets (attributes). The geo- spatial databases include terrain characteristics, natural and administrative systems, data on agriculture, water resources, city survey maps, village maps with survey numbers, water harvesting structures, water supply, irrigation, power, communications, ports, land utilization patterns, infrastructure, urbanization, environment data, forests, sanctuaries, mining areas, industries, etc. They also include data on social infrastructure like the locations of schools, health centres, institutions, aganwadies, local government infrastructure etc. The geospatial database of nagar-palikas includes properties and amenities captured on city and town planning maps with about 1000 GIS layers. Similar work on villages has been carried out.

The applications of space technology and geo-informatics have been operational in almost all the developmenal sectors of the state.

Remote sensing and GIS applications have provided impetus to planning and developmental activities at grass root level as well as monitoring and management in various disciplines.

This Centre is providing decision support to the sectoral stake holders through scientifically organized, comprehensive, multi-purpose, compatible and large scale (village level/city level/town level) geo-spatial databases and supporting analytical tools on operational basis.

18 Department of Science and Technology, Government of Gujarat CENTRAL GOVERNMENT PROJECTS AT A GLANCE

Name of the Agency Name of the Ministry Name of the Project

National Water Ministry of Water Par-Tapi- Linking Project Development Authority Resources

Marine Products Export Web GIS based Fisheries Decision Support Ministry of Commerce Development Authority System

National Institute of Ocean Ministry of Earth Integration of bathymetry and Land Technology Sciences Topography Development of software

Agriculture and Remote sensing based Crop Area Ministry of Agriculture Cooperation Department Estimation National Institute of Malaria Research, Indian Ministry of Health Identiication of Malaria Breeding Sites Council of Medical Research Airport Authority of India Criteria based site suitability analysis for Ministry of Civil Aviation Ltd. Airport at Dholera

Department of Science Ministry of Science and 3D Visualization of Aquifers and Technology Technology

Central Pollution Control Ministry of Forests and Landill Site suitability Analysis for NCR Board Environment Region

Nuclear Power Department of Atomic Site Suitability Analysis for Nuclear Power Corporation Limited Energy Plant at Ghogha, Projects:

Space Based Information Support for Decentralized Planning National remote Sensing Rajiv Gandhi Drinking Water Mission Agency Department of Space ( Indian Space Research Geomorphology and Lineament Organization) Mapping Wasteland Change Analysis Land Use Land Cover Change Detection In addition to above, the BISAG has been invited by Ministry of Rural development, Planning Commission, Election Commission, Ministry of Panchayats for demonstration of State-of-the- art applications carried out for various departments of the State

53 GUJSAT Bhaskaracharya Institute for Space Applications and Geo-informatics GUJSAT Communication Network Under the Training and Development Communication channel and Edusat programme of ISRO, Government of India, the Government of Gujarat initiated the telecasting of the educational, skill development, training and awareness programmes through TV broadcasting. Over the last decade, this programme has emerged very popular as well as very useful to various departments of Gujarat Government. Over 50,000 receiving class rooms equipped with Ku band receivers have been established by different stake holders in the Gujarat State. Annually, about 3700 hours of live programmes are telecast on these channels.

Recognizing the future potential of this technology for distant education and skill development and increasing demand from various departments, the DST decided to enhance the scope of TV broadcasting on DTH channels by adding 16 new channels. These efforts by the DST have resulted in establishment of an Earth Station at BISAG with 11m dish antenna operaing in ku-band, facilities for the digital uplink, four studios and control centre etc.

SATCOM Network It is a satellite communication service network comprising of subsidiary networks of various educational institutions and Government departments. The objective is to facilitate easier and faster distant interactive developmental and educational activities in the state.

The Gujarat Satcom Network was established under the initiative of the ISRO’s TDCC and Edusat programmes. Initial Technical guidance in establishment of capacity building and satellite communications bandwidth were provided free of cost by ISRO on its EDUSAT and TDCC channels. The SATCOM network was setup with an objective to meet the emerging need of distant interactive education, development, training and extension. The aim was to face the challenges of communicating and training large masses as well as sustaining the continued expansion of knowledge in various areas such as promotion of agriculture, empowerment of local bodies, widening the educational access etc.

The SATCOM facility comprises of an uplink earth station, a control room, a suite of TV studios and a network of receiving classrooms spread over the Gujarat State under joint programme of DST, Govt of Gujarat. The State’s user departments’ central facilities are developed by DST at BISAG and the receiving classroom networks are developed by the respective departments.

10 Bhaskaracharya Institute for Space Applications and Geo-informatics Awards and Recognitions: The Institute has gained recognition not only at the State level but also at National level. Considering the work done at the Institute, the Gujarat State has been awarded:

“Geo-spatial State of the Year 2009” Award by Geo-spatial Today and

“Premier Geo-spatial State of the Country”, award by Geo-spatial World Forum.

In addition to being an ISO 9001:2008 and ISO 27001:2005 certified organization, the Institute is also awarded with the “SEI CMMI v1.2 (Development) at Maturity Level-3” certificate by CUNIX InfoTech Private Limited for the in-house Software Development projects. This is a great honor for BISAG to receive this certificate. The other awards received are listed in the table below.

74 Department of Science and Technology, Government of Gujarat

List of AWARD Name of the Award Year Agency Award CitaƟ on Partner NaƟ onal Award in the Best 2005 Elitex, New Delhi PragaƟ : Best SoŌ ware of the - Product Category year Manthan Award 2007 College to Career Gujarat InformaƟ cs Ltd., Department of Science and Technology GeospaƟ al State of the Year 2010 GeospaƟ al Today GeospaƟ al ApplicaƟ ons in the For State of Gujarat 2009 State Premier GeospaƟ al State of the 2011 GIS Development, GeospaƟ al ApplicaƟ ons in the For State of Gujarat Country GeospaƟ al World State Forum NaƟ onal e-Governance Award 2012 Government of India SoŌ ware MGNREGA Applica- Rural Development Ɵ ons Best Academic InsƟ tute in the 2012 GESIA Academic AcƟ viƟ es - State NaƟ onal e-Governance Award 2013 Government of India Ensuring Access and quality of EducaƟ on Department 2013 Elementary educaƟ on NaƟ onal e-Governance Award 2013 Government of India Investor Support system Industrial Extension 2013 Bureau Geo-spaƟ al Excellence Award 2014 Geo-spaƟ al Forum GIS based Crime Mapping Raksha ShakƟ University

75 Dr. Indra Prakash

Visiting Faculty, E-mail: [email protected]

Bhaskarachrya Institute for Space Applications Mobile: 9429894192 and Geoinformatics (BISAG), DST, GOG, Gandhinagar

Former Dy. Director General Geological Survey of India

CURRICULUM VITAE Specialization

Civil Engineering (Geotechnical Engineering and Water Resources Engineering), Environmental Engineering, Groundwater, Engineering Geology, Coastal hazard and processes, Applications of Remote Sensing and GIS.

Research and Professional Experience

 Guiding research work of national and international Ph.D/ ME/ M.Tech/ M.Sc. students of Civil Engineering, Applied Geology, and Environmental Science at Bhaskaracharya Institute for Space Applications and Geoinformatics (BISAG) since 2012.  Ph.D Supervisor (2014 to 2017) of Gujarat Technological University in Civil Engineering, Geotechnical Engineering, Groundwater, Earthquake, Geology.  Ph.D Co-Supervisor (since 2016) of Gujarat University in Environmental Science.  Having thirty six years’ experience (June 1976- July 2012) of working in the Geological Survey of India. Supervised geotechnical, environmental and seismo-tectonic work of civil engineering projects located in the North Western and North East India including Sardar Sarovar (Narmada) Project, Gujarat and Kameng Project, NER.  Conducted research in Groundwater and Geological Engineering at Middle East Technical University, Ankara, Turkey.

Reviewer of national and International Publications Reviewer of a number of national International papers, books and thesis.

Education

Ph.D (Engineering Geology), 1972, MS University of Baroda

Publications

Two Books and more than hundred and international papers. List is available on site: https://www.researchgate.net/profile/Indra_Prakash6.

Fellowships/Scholarships Awarded

Turkish Government Research Scholarship in the Geological Engineering at Middle East Technical University Ankara, Turkey (January 1979 to September 1979). Selected for the award of Russian Government Research Scholarships for Ph.D in Geotectonics in the year 1975. Junior Research fellowship, Council of Scientific and Industrial research, India (1972-75).

Affiliations

Member of Indian Society of Engineering Geology (LM-213) Member of Indian Society of Geomatics (L-1555) Dr. Indra Prakash 25/01/2018 Indra Prakash - Google Scholar Citations Indra Prakash All Since 2013 Citations 277 276 Bhaskaracharya Institute For Space h-index 9 9 Applications and Geoinformatics i10-index 9 9 Geotechnical Engineering Water Resources Engineering Geological Engineering Remote Sensing and GIS Applications Groundwater

TITLE MERGE DELETE EXPORT CITED BY YEAR

A comparative study of different machine learning methods for landslide 48 2016 susceptibility assessment: a case study of Uttarakhand area (India) BT Pham, B Pradhan, DT Bui, I Prakash, MB Dholakia Environmental Modelling & Software 84, 240-250

Landslide susceptibility assesssment in the Uttarakhand area (India) using 44 2017 GIS: a comparison study of prediction capability of naïve bayes, multilayer perceptron neu... BT Pham, DT Bui, HR Pourghasemi, P Indra, MB Dholakia Theoretical and Applied Climatology 128 (1-2), 255-273

Hybrid integration of Multilayer Perceptron Neural Networks and machine 32 2017 learning ensembles for landslide susceptibility assessment at Himalayan area (India) usin... BT Pham, DT Bui, I Prakash, MB Dholakia Catena 149, 52-63

Rotation forest fuzzy rule-based classifier ensemble for spatial prediction of 28 2016 landslides using GIS BT Pham, DT Bui, I Prakash, MB Dholakia Natural Hazards 83 (1), 97-127

A comparative study of least square support vector machines and multiclass 24 2016 alternating decision trees for spatial prediction of rainfall-induced landslides in a tropical... BT Pham, DT Bui, MB Dholakia, I Prakash, HV Pham Geotechnical and Geological Engineering 34 (6), 1807-1824

Evaluation of predictive ability of support vector machines and naive Bayes 20 2016 trees methods for spatial prediction of landslides in Uttarakhand state (India) using GIS BT Pham, DT Bui, I Prakash, M Dholakia J Geomat 10, 71-79

Landslide Susceptibility Assessment at a Part of Uttarakhand Himalaya, 15 2015 India using GIS–based Statistical Approach of Frequency Ratio Method BT Pham, DT Bui, P Indra

A novel ensemble classifier of rotation forest and Naïve Bayer for landslide 14 2017 susceptibility assessment at the Luc Yen district, Yen Bai Province (Viet Nam) using GIS BT Pham, DT Bui, MB Dholakia, I Prakash, HV Pham, K Mehmood, HQ Le Geomatics, Natural Hazards and Risk 8 (2), 649-671

https://scholar.google.co.in/citations?hl=en&user=zER7oCUAAAAJ&view_op=list_works&gmla=AJsN-F7tEZBVnNcbbLwOUzROMRk98WFuJ29F… 1/8 25/01/2018 Indra Prakash - Google Scholar Citations

TITLE CITED BY YEAR

Landslide hazard assessment using random subspace fuzzy rules based 14 2017 classifier ensemble and probability analysis of rainfall data: a case study at Mu Cang Chai... BT Pham, DT Bui, HV Pham, HQ Le, I Prakash, MB Dholakia Journal of the Indian Society of Remote Sensing 45 (4), 673-683

Landslide susceptibility assessment using bagging ensemble based 8 2017 alternating decision trees, logistic regression and J48 decision trees methods: a comparative st... BT Pham, DT Bui, I Prakash Geotechnical and Geological Engineering 35 (6), 2597-2611

Application and comparison of decision tree-based machine learning 7 2017 methods in landside susceptibility assessment at Pauri Garhwal Area, Uttarakhand, India BT Pham, K Khosravi, I Prakash Environmental Processes 4 (3), 711-730

A comparative study of sequential minimal optimization-based support 4 2017 vector machines, vote feature intervals, and logistic regression in landslide susceptibility asse... BT Pham, DT Bui, I Prakash, LH Nguyen, MB Dholakia Environmental Earth Sciences 76 (10), 371

Submergence Analysis Using Geo-Informatics Technology for Proposed 3 2014 Dam Reservoirs of Par-Tapi-Narmada River Link Ptoject, Gujarat State, India K Mehmood, A Patel, V Singh, S Prajapati, K M.H, P Indra International Journal of Geosciences, 622-633

A comparison study of predictive ability of support vector machines and 2 2015 naive bayes tree methods in landslide susceptibility assessment at an area between Tehri G... BT Pham, D Tien Bui, P Indra, MB Dholakia national symposium on geomatics for digital India and annual conventions of …

Estimation of Runoff and Soil Erosion for Vishwamitri River Watershed, 2 2015 Western India Using RS and GIS VH Pancholi, PP Lodha, I Prakash American Journal of Water Science and Engineering 1 (2), 7-14

Assessment of Groundwater Hazards in a Coastal District of Gujarat, India 2 * 2008 D Sanjay, P Indra Sixth International Conference On Case Histories In Geotechnical Engineering …

Geotechnical Investigations of Sardar Sarovar (Narmada) Project, India 2 1998 I Prakash, C Srikarni Eighth International Congress International Association for Engineering …

Experience in Seismoteconic Investigations for the evaluations of design 2 * 1982 earthquake for major Engineering Structures, W. India M PN, P Indra Fourth International Congress International Association for Engineering …

https://scholar.google.co.in/citations?hl=en&user=zER7oCUAAAAJ&view_op=list_works&gmla=AJsN-F7tEZBVnNcbbLwOUzROMRk98WFuJ29F… 2/8 25/01/2018 Indra Prakash - Google Scholar Citations

TITLE CITED BY YEAR

New Railway Alignment Design Based On Geo-Informatics: A Literature 1 2016 Review J Padaya, J Juremalani, I Prakash Imperial Journal of Interdisciplinary Research 3 (1)

Open Source Hydrological Modeling For Vishwamitri River Watershed, 1 2016 Western India VH Pancholi, PP Lodha, I Prakash Imperial Journal of Interdisciplinary Research 2 (8)

Impact Of Seawater Intrusion On Coastal Aquifer Of Bhavnagar, Gujarat, 1 2016 India Using Galdit Method P Pateliya, NP Singh, K Mahmood, I Prakash International Journal of Advance Research in Engineering, Science …

Flood Vulnerable Mapping In Lower Tapi River Basin, Gujarat, India Using 1 2015 Remote Sensing and GIS D Mandviwala, GS Joshi, I Prakash International Journal of Advance Engineering and Research Developemnt 2 (7)

Planning of River Inter- Linking Canal System Between Shetrunji River and 1 2015 Dhatarwadi River, , India, using Remote Sensing and GIS A Patel, NP Singh, I Prakash International Journal of Science Technology & Engineering 1 (11)

Rock Mass Evaluation of the Sardar Sarovar (Narmada) Dam and 1 2004 Underground Powerhouse, India I Prakash, N Desai University of Missouri--Rolla

Spatial prediction of landslides using a hybrid machine learning approach 2018 based on Random Subspace and Classification and Regression Trees BT Pham, I Prakash, DT Bui Geomorphology 303, 256-270

Application of Classification and Regression Trees for Spatial Prediction of 2018 Rainfall-Induced Shallow Landslides in the Uttarakhand Area (India) Using GIS BT Pham, DT Bui, I Prakash Climate Change, Extreme Events and Disaster Risk Reduction, 159-170

Evaluation and comparison of LogitBoost Ensemble, Fisher’s Linear 2017 Discriminant Analysis, logistic regression and support vector machines methods for landslide su... BT Pham, I Prakash Geocarto International, 1-18

Spatial Prediction of Rainfall Induced Shallow Landslides Using Adaptive- 2017 Network-Based Fuzzy Inference System and Particle Swarm Optimization: A Case Study at... BT Pham, I Prakash International Conference on Geo-Spatial Technologies and Earth Resources …

https://scholar.google.co.in/citations?hl=en&user=zER7oCUAAAAJ&view_op=list_works&gmla=AJsN-F7tEZBVnNcbbLwOUzROMRk98WFuJ29F… 3/8 25/01/2018 Indra Prakash - Google Scholar Citations

TITLE CITED BY YEAR

A Novel Hybrid Intelligent Approach of Random Subspace Ensemble and 2017 Reduced Error Pruning Trees for Landslide Susceptibility Modeling: A Case Study at Mu C... BT Pham, I Prakash International Conference on Geo-Spatial Technologies and Earth Resources …

A hybrid machine learning ensemble approach based on a Radial Basis 2017 Function neural network and Rotation Forest for landslide susceptibility modeling: A case st... BT Pham, A Shirzadi, DT Bui, I Prakash, MB Dholakia International Journal of Sediment Research

Surface Runoff Estimation Using SCS-CN method-A Case Study on Bhadar 2017 Watershed, Gujarat, India J Patel, NP Singh, I Prakash, K Mehmood Imperial Journal of Interdisciplinary Research 3 (5)

ESTIMATION OF DIRECT RUNOFF FOR PURNA RIVER SUB-BASIN, 2017 USING SCS-CN METHOD, DANGS DISTRICT, GUJARAT A Mistry, PP Lodha, I Prakash, K Mehmood Development 4 (4)

International Journal of Advance Research in Engineering, Science & 2017 Technology VV Nagar Optimization 4 (4)

A novel hybrid model of Bagging-based Naïve Bayes Trees for landslide 2017 susceptibility assessment BT Pham, I Prakash Bulletin of Engineering Geology and the Environment, 1-15

Critical Appraisal on Urban Transportation Planning Using Soft-Computing 2016 Technique R Doshi, J Juremalani, I Prakash Imperial Journal of Interdisciplinary Research 3 (1)

Ground Water Quality Assessment of Vadodara District, Gujarat, India Using 2016 GIS S Agrawal, HM Patel, I Prakash, A Patel Journal of Groundwater Research 5, 1

International Journal of Advance Research in Engineering, Science & 2016 Technology P Rajpurohit, JD Raol, A Patel, I Prakash Development 3 (4)

International Journal of Advanc Tec 2016 P Rajpurohit, JD Raol, A Patel, I Prakash Technology 4 (4)

An Efficient Image Processing Technique To Automatically Detect 2016 Microcalcifications in Mammograms of Breast Cancer P Vasani, A Kothar, H Vadi International Journal of Advance Research in Engineering, Science & Technology

https://scholar.google.co.in/citations?hl=en&user=zER7oCUAAAAJ&view_op=list_works&gmla=AJsN-F7tEZBVnNcbbLwOUzROMRk98WFuJ29F… 4/8 25/01/2018 Indra Prakash - Google Scholar Citations

TITLE CITED BY YEAR

Assessment of Ground Water Hazard Vulnerability of Jamnagar Area, 2015 Gujarat, India, using DRASTIC Method and GIS Techniques H Shah, N Joshipura, I Prakash, V Chitariya International Journal for Scientific Research & Development 3 (3)

Evaluation of Ground Water Conditions of Mahesana, Gujarat, India using 2015 Geoinformatics Technology K Shah, S Chavda, I Prakash International Journal for Scientific Research & Development| 3 (3)

Evaluation and Management of Water logging Problems in the Command 2015 Area of Kadana Dam, Kheda District Using GIS D Mistry, P Indra International Journal for Scientific Research & Development| 3 (3)

Assessment of Waterlogged Areas in Kheda District, Gujarat, India using 2015 Remote Sensing D Mistry, MB Dholakia, I Prakash International Journal for Scientific Research & Development 3 (3)

Cropping Pattern Scenarios in the Command Area of Karjan Dam Gujarat, 2015 India P Mori, P Lodha, I Prakash, B C International Journal for Scientific Research & Development 3 (3)

Command Area Management Study of Karjan Dam Gujarat, India using 2015 Remote Sensing and GIS P Mori, P Lodha, I Prakash, B C International Journal of Science Technology & Engineering 1 (11)

Estimation of Soil Erosion for Vishwamitri River Watershed Using Universal 2015 Soil Loss Equation and GIS V Pancholi, P Lodha, I Prakash, K Mehmud, J Songara International Journal for Scientific Research & Development 3 (3)

Estimation of Runoff for JAMNAGAR District using SCS-CN Method and 2015 Geographic Information System| M Shah, V Pancholi, A Motiani, I Prakash International Journal for Scientific Research & Development 3 (3)

Assessment of Coastal and Adjacent Area Flooding of Jamnagar District 2015 Using Remote Sensing and GIS M Shah, A Motiani, I Prakash International Journal of Science Technology & Engineering 1 (11)

Flood Vulnerability Assessment in Lower Tapi River Basin Using G.I.S and 2015 Remote Sensing MD Mandviwala, GS Joshi, I Prakash National Conference on Transportation and Water Resources Engineering

Estimation of Surface Runoff of Machhu Dam III Chatchment Area, Morbi, 2015 Gujarat, India, using Curve Number Method and GIS J Songara, K H.T, NM Joshipura, I Prakash International Journal for Scientific Research & Development 3 (3)

https://scholar.google.co.in/citations?hl=en&user=zER7oCUAAAAJ&view_op=list_works&gmla=AJsN-F7tEZBVnNcbbLwOUzROMRk98WFuJ29F… 5/8 25/01/2018 Indra Prakash - Google Scholar Citations

TITLE CITED BY YEAR

Assessment and Management of Watershed of Machhu Dam III, 2015 Morbi,Gujarat Using Geoinformatics Technology J Songara, NM Joshipura, K Mehmud, I Prakash International Journal of Advance Engineering and Research Development

Estimation of Surface Run off for Ahmedabad Urban Area using SCS-CN 2015 Method and GIS C Bhura, NP Singh, PR Mori, I Prakash, K Mehmud International Journal of Science Technology & Engineering 1 (11)

Intergrating of Linear Programming Model For Planning of Optimal Cropping 2014 Pattern In M.R.B.C Commamd Area Kheda GA Mahek, P Indra, B Divya, D H.S International Journal for Scientific Research & Development 2 (3)

Comparison of Neural Net Classification Method with Seeded Region 2014 Growing Technique to Identify Different Classes of Wetland Using LISS-III Data RN Bhavsar, NP Singh, P Indra, P Manoj International Journal for Scientific Research & Development| 2 (2)

Identification of Wetland Vegetation by Supervised Classification of Nal 2014 Sarovar Area using LISS-III Data RN Bhavsar, S N.P, P Indra International Journal for Scientific Research & Development 2 (2)

Application of Observational Method in the Successful Construction of 2013 Underground Structures, Sardar Sarovar (Narmada) Project, Gujarat, India I Prakash Missouri University of Science and Technology

Geotechnical Evaluation of Major Dams in Lower Narmada Valley in Gujarat 2013 State I Prakash Geological Survey of India, Government of India 64, 1-107

Geotechnical Assessment and Evaluation of the Impact of Kachchh (Bhuj) 2008 India 2001 Earthquake I Prakash, DM Pancholi Missouri University of Science and Technology

Geotechnical Assessment and Evaluation of the Impact of Kachch (Bhuj) 2008 India 2001 Earthquake P Indra, D M, Pancholi Sixth International Conference On Case Histories In Geotechnical Engineering …

Rock Mass Evaluation Of The Sardar Sarovar (Narmada) Dam And 2004 Underground Powerhouse, India P Indra, D Nikhil Fifth International Conference On Case Histories In Geotechnical Engineering …

Engineering geological evaluation of the major dams in lower Narmada 2001 valley in Gujarat state I Prakash Vadodara

https://scholar.google.co.in/citations?hl=en&user=zER7oCUAAAAJ&view_op=list_works&gmla=AJsN-F7tEZBVnNcbbLwOUzROMRk98WFuJ29F… 6/8 25/01/2018 Indra Prakash - Google Scholar Citations

TITLE CITED BY YEAR

Geonvironmenal Impacts of Quarrying in Diu Island, India 2000 W S.K, P Indra Eighth International Congress International Association for Engineering …

Geotechnical problems and treatments of weathered rock seams occurring 1998 in the foundation of Karjan Dam, Western India I Prakash, AB Vyas University of Missouri--Rolla

Geotechnical Problems and Treatment of Weathered Rock Seams 1998 Occurring in the Foundation of Karjan Dam, Western India P Indra, V A.B Fourth International Conference on Case Histories in Geotechnical …

Geotechnical Problems of the Underground Excavation in the Deccan 1993 Basalts Sarovar (Narmada) Project, Gujarat, India I Prakash, JS Sanganeria University of Missouri--Rolla

Geotechnical Problems of the Underground Excavations in the Deccan 1993 Basalt of the Sardar Sarovar (Narmada) Project, Gujarat, India P Indra, S J.S Third International congress on Case Histories in Geotechnical Engineering …

Geomechanical Properties of the Foundation Rocks at Sardar Sarovar 1990 (Narmada) and Karjan Dams, Gujarat Vol. XIX Nos. 3 & 4, 1990, pp.37-52 by Indra Prakash. I Prakash Journal of Engineering Geology, India 19 (3-4), 37-52

Geotechnical Problems and Treatment of foundations of Major Dams on 1990 Deccan traps in the Narmada Valley, Gujarat, W. India M P.N, P Indra Sixth International Congress International Association for engineering …

Geotechnical Investigations of Sardar Sarovar (Narmada) Project, India 1988 P Indra, S C Eighth International Congress International Association for Engineering …

Slope Stability and Tunneling Problems Encountered During the 1985 Construction of Kadana Powerhouse, District Panchmahals, Gujarat I Prakash Journal of Engineering Geology, India 16 (3-4), 109-118

Assessment and Control of Factors Contributing to Siltation of The Ukai 1982 Reservoir, India B RB, P Indra Fourth International Congress International Association of Engineering …

FLOOD MODELLING USING HEC-RAS AND GEO˗ INFORMATICS TECHNOLOGY IN LOWER REACHES OF SHETRUNJI RIVER, GUJARAT, INDIA AD Patel, DP Patel, I Prakash

https://scholar.google.co.in/citations?hl=en&user=zER7oCUAAAAJ&view_op=list_works&gmla=AJsN-F7tEZBVnNcbbLwOUzROMRk98WFuJ29F… 7/8 25/01/2018 Indra Prakash - Google Scholar Citations

TITLE CITED BY YEAR

13 Application of Classification and Regression Trees for Spatial Prediction of Rainfall Induced Shallow Landslides in the Uttarakhand Area (India) Using GIS BT Pham1&2, DT Bui, I Prakash

Identification of Wetland Vegetation by Supervised Classification of Nal Sarovar Area using LISS-III Data BR Nalinkumar, NP Singh, I Prakash

Ground water balance study in the command area of Sanand branch canal, Gujarat, India using GEC 1997 and Geoinformatics Technology D Katariya, PK Shah, I Prakash, K Mehammud

Powerhouse Cavern (Machine Hall) I Prakash

Assessment of Ground Water Hazard Vulnerability of Jamnagar Area, Gujarat, India, using DRASTIC Method and GIS Techniques SH Nitinkumar, NM Joshipura, I Prakash, V Chitariya

Analysis of Optimum Number of Rain Gauge in Shetrunji River Basin, Gujarat-India AD Patel, MB Dholakia, DP Patel, I Prakash, MK Mahmood

Selection of Inter-Linking Canal Alignment from Kadana Dam to Watrak Dam, Gujarat, using Remote Sensing and GIS HK Kanjani, AT Motiani, I Prakash, K Mehmood

Intergrating Of Linear Programming Model For Planning of Optimal Cropping Pattern In MRBC Commamd Area Kheda. MG Aparnathi, I Prakash, PD k Bhatt, PHS Devmurari

International Journal of Advance Research in Engineering, Science & Technology KK Chaudhari, NP Singh, K Mehmood, I Prakash

Determination of Surface Runoff in Gujarat, India using GIS based SCS Curve Number Method NB Chauhan, MS Gadhavi, I Prakash, K Mehmood

https://scholar.google.co.in/citations?hl=en&user=zER7oCUAAAAJ&view_op=list_works&gmla=AJsN-F7tEZBVnNcbbLwOUzROMRk98WFuJ29F… 8/8 Resume (Academic)

Manoj J. Pandya

Project Manager, Bhaskaracharya Institute for Space Applications and Geo-informatics, (BISAG), Nr. Ch-0 Circle, Indulal Yagnik Marg, Gandhinagar-382007, Gujarat State

Positions held

 Project Manager: Bhaskaracharya Institute for Space Applications and Geo-informatics, (BISAG), Nr. Ch-0 Circle, Indulal Yagnik Marg, Gandhinagar-382007, Gujarat State (Dec.- 2009 to till date)

 Senior Project Scientist: Bhaskaracharya Institute of Space Applications and Geo- informatics (BISAG, Dept. of Science and Technology, Govt. of Gujarat Gandhinagar 382 007, India (Dec.-2005 to Dec.-2009)

 Project Scientist: Bhaskaracharya Institute of Space Applications and Geo-informatics (BISAG, Dept. of Science and Technology, Govt. of Gujarat Gandhinagar 382 007, India (Apr.-2003 to Dec.-2005)

Geo spatial and Remote Sensing Applications Research Areas of interest: 1. Geographical Information System 2. Development of Open Source Geo-Spatial Applications 3. Satellite Image Processing 4. Data Mining

National Award (Bronze Medal) in 2011-12 for Integrated Geo-Spatial ICT solution for Scientific planning & Monitoring of MGNREGS works in Gujarat MGNREGS as a joint effort with Commissionerate of Rural Development Department of Rural Development, Government of Gujarat for Innovative use of Technology in e-Governance.

Affiliations Life Member of (1) Indian Society of Remote Sensing, (2) Amateur HAM Radio (3) Ph.D. co-guide in computer science at JJT University, Rajasthan (Reg. No. JJT/2K9/SC/1591)

1  Guided more than 20 students from BITS Pilani and Goa campus in B.E., B.Tech., Computer Science discipline  Guided more than 400 students from GTU, Nirma University, Dharamsinh Desai University in B.E., B.Tech, and computer science discipline  Guided more than 20 students from GTU, Nirma University, R.K. University in M.E., M.Tech., computer science and Electronics & Communication (EC) discipline

Educational Qualification  Ph. D. in Computer Science (2013), Kadi University, Gandhinagar  MCA (2014), Distance Education, Sikkim Manipal University  M. Sc. In Physics, (2001), Saurashtra University, Rajkot  B. Sc. in Physics (1998), Gujarat University, Ahmedabad.  Certificate in Computing (CIC), IGNOU, 1997.  Awarded Microsoft Certified Technology Specialist (MCTS) Exam 70-536 (DOT NET Framework 2.0 Application Development Foundation) Score : 982/1000  Awarded MCTS Exam 70-528 (DOT NET Framework 2.0 Web-Based Client Development) Score : 982/1000

Personal Information

Full Name : Dr. (Mr.) Manoj Jagdishchandra Pandya Date of Birth : 30-05-1978 Languages : English, Hindi and Gujarati Nationality : Indian Residential Address : Plot No. 299/1, Sector 7A, Nr. CH-2 Circle, Gandhinagar, Gujarat, India, PIN: 382007 eMail Addresss : [email protected], [email protected] Contact Number : +91 9909945015

List of Publications

Manuscripts published in National and International Journals

1. 'Development of decision support system for land suitability evaluations for crops using ICT tools', year 10-2017, Volume 8, Issue 1&2 (April & Oct 2017), published at ENGINEERING AND TECHNOLOGY IN INDIA (ETI) - e ISSN-2230-9284 2. 'Leukemia Detection using Digital Image Processing Techniques', year 11-2015, Volume 10, No.1, (November 2015), published at International Journal of Applied Information Systems (IJAIS) – ISSN : 2249-0868 3. 'Cloud removal using multi-temporal satellite images and fuzzy logic', year 08-2015, Volume 6, Issue 8, August‐2015, published at International Journal of Scientific and Engineering Research – (IJSER) 4. 'Digital Video Watermarking for Educational Video Broadcasting and Monitoring Application ', year 07-2015, Volume 9 – No.2, July 2015 , published at International Journal of Applied Information Systems (IJAIS) – ISSN : 2249-0868 5. Different Image Registration Methods – An Overview , 12-2014, Volume 5, Issue 12, December-2014, ISSN 2229-5518, International Journal of Scientific and Engineering Research – (IJSER) 6. Digital Video Watermarking : A Retrospective , 12-2014, Volume 5, Issue 12, December-2014, ISSN 2229-5518 , International Journal of Scientific and Engineering Research – (IJSER)

2 7. Study and Analysis of Economic Conditions of Two Talukas using Geo-Informatics Technology , 8-2014, Volume 3, Issue 8, August 2014, eISSN 2278-0181, International Journal of Engineering Research & Technology (IJERT) 8. Buffer Analysis and Modified K-Means Clustering for Geo-Spatial Amenities on Gujarat state, 8-2014, , Volume 5, Issue 8, August-2014, ISSN 2229-5518, International Journal of Scientific & Engineering Research (IJSER) 9. Comparison of Neural Net Classification Method with Seeded Region Growing Technique to Identify Different Classes of Wetland Using LISS-III Data, 2-2014, Vol. 2, Issue 02, 2014,ISSN (online): 2321-0613 , International Journal for Scientific Research & Development (IJSRD) 10. Template Matching Technique using Enhanced SAD Technique, 5-2014, Vol. 3 Issue 5, May - 2014, ISSN: 2278-0181, International Journal of Engineering Research & Technology (IJERT) 11. Integrated Geo-spatial ICT Solution for Scientific Planning & Monitoring of MGNREGS works in Gujarat, 2-2014, Vol. 4, Issue. 2, February-2014, ISSN: 2249–6645, International Journal Of Modern Engineering Research (IJMER) 12. Criteria Based Decision Support System for Environmental Clearance in Amreli and Junagarh Districts using Geo-Informatics, 2-2014, Vol. 3 Issue 2, February - 2014 ISSN: 2278- 0181, International Journal of Engineering Research & Technology (IJERT) 13. An Evaluation of Data Security for Telemedicine Application Development, 10-2013, Volume 79 – No.1, October 2013, International Journal of Computer Applications (0975 – 8887) (IJCA) 14. Shortest path algorithms on GIS dataset using geotools, 10-2013, ISSN 2229-5518 , I031978, International Journal of Scientific & Engineering Research (IJSER), Volume 4, Issue 10, October-2013 15. Comparison of Various Template Matching Techniques for Face Recognition, 9-2013, e- ISSN: 2278-067X, p-ISSN: 2278-800X, Volume 8, Issue 10 , International Journal of Engineering Research and Development (IJERD) 16. Counting Objects using Convolution based Pattern Matching Technique , 6-2013, Foundation of Computer Science FCS, New York, USA Volume 5 – No. 8, June 2013 – www.ijais.org, (ISBN: 978-93-65823-49-3) , International Journal of Applied Information Systems (IJAIS) – ISSN : 2249-0868 17. Adaptation of Open Source Geographic Information System for Flood Alert System Development , 3-2013, e-ISSN: 2278-067X, p-ISSN: 2278-800X, Volume 6, Issue 5, PP. 74-79 , International Journal of Engineering Research and Development (IJERD) 18. Counting Objects using Homogeneous Connected Components, 2-2013, Volume 63– No.21, International Journal of Computer Application (IJCA, 0975 – 8887) 19. Comparison of various Classification Techniques for Satellite Data, 2-2013, Volume 4, Issue 2, ISSN 2229-5518, Paper ID- I04082, International Journal of Scientific and Engineering Research – (IJSER) 20. Detection of Distributed Denial of Services (DDoS) in semantic web, 12-2012, page 10, International Journal of Applied Information Systems (IJAIS) – ISSN : 2249-0868 21. Decision Support System for Industrial Estates using Geo Spatial Technology, 9-2012, Volume 3, Issue 9, ISSN 2229-5518, Paper ID- I017278 , International Journal of Scientific and Engineering Research – (IJSER) 22. Distributed Commuting Augmented Shortest Path Finding for Geo Spatial Datasets, 8-2012, Paper Ref. ID: pxc3881934, Volume 52/Number 19 (ISBN: 973-93-80870-22-5), International Journal of Computer Applications (0975 – 8887) (IJCA) 23. Geo-processing using Oracle Spatial Geo Database, 4-2012, Volume 3, Issue 3, , ISSN 2229- 5518, Paper ID -I014155, International Journal of Scientific and Engineering Research – (IJSER) 24. SUPERIMPOSITION OF ADAPTED GEOGRAPHICAL DATASETS ON GOOGLE MAP, 12-2011, ISSN: 0974-3588 , International Journal Of Emerging Technologies And Applications In Engineering, Technology And Sciences (IJ-ETA-ETS) 25. Supervised Classification of Satellite Imagery Using Enhanced Seeded Region Growing Technique, 12-2011, Keyword to search: Manoj Pandya, Seeded Region Growing Technique (page 5), International journal Institute of Electrical and Electronics Engineers (IEEE)

3 26. Study and Comparison of Various Image Edge Detection Techniques, 4-2011, ISBN: 978-81- 906377-9-4 (page 27), International Conference on Innovative Science and Engineering Technology (ICISET) 27. SECURITY IMPLEMENTATION USING STEGANOGRAPHY TECHNOLOGY IN VARIOUS DATA, 3-2011, Issue 1, ISSN: 0974-3596 (page 31), International Journal Of Computer Applications In Engineering, Technology And Sciences (IJ-CA-ETS)

4 R e s u m e

Dr. M. B. Potdar

Project Director (Academy), Bhaskaracharya Institute for Space Applications and Geo-informatics (BISAG), Department of Science and Technology, Govt. of Gujarat, Nr. Ch-0 Circle, Indulal Yagnik Marg, Gandhinagar-382007, Gujarat State E-Mail Address [email protected] Contact Number +91-9909945029

Positions held

 Project Director: Bhaskaracharya Institute of Space Applications and Geo-informatics (BISAG, Dept. of Science and Technology, Govt. of Gujarat Gandhinagar 382 007, India  Scientist/Engineer-SD to SG: Space Applications Centre, (Indian Space Research Organization, Dept. of Space, Govt. of India), Ahmedabad (Jan. 1983-Feb. 2011).  Senior Research Fellow at PRL, Ahmedabad (Nov. 1981 to Jan. 83)  Visiting Scientist (Research Scholar) (Aug.1975-Oct.1981)

Recognition as PhD Guide

 Recognized as Ph. D. Supervisor of “Gujarat Technological University” (GTU) Computer Science and Engineering.  One student in “Geographic Information System in Distributed Computing Environment” and second international student in “Knowledge Discovery in Geospatial Databases for DSS Development.  Recognized as a Jt. Supervisor (Ph.D.) by IIT, Kharagpur of a Thesis on “Evaluation of Watershed Management Programmes using GIS Technology”. PhD awarded.

Research Areas of interest:

 Distributed computing (Hadoop)  Parallel Programming (CUDA, OpenMP, OpenCl)  Imaging Data Fusion  Data Mining and Machine Learning  Object based Image Data Mining

1 Present Main Responsibilities

 Management and utilization of High Performance Computing (HPC) system (50 Teraflops) installed and operational in BISAG.  Involved in supporting the academic activities in “Academy of Geo-informatics for Sustainable Development”, a wing of BISAG.  Managing the 2-Semester research projects carried out by M.E./M.Tech. (computer Science and Engineering) students.  Guiding PhD students in Computer Science and Engineering.

Professional Affiliations

Life Member of (1) Indian Society of Remote Sensing (ISRS), (2) Indian Meteorological Society(IMS) and (3) Indian Society of Geomatics (ISG)

Educational Qualification

 Ph. D. in Physics (1981), Physical Research Laboratory, Gujarat University,  Ahmedabad  M. Sc. In Astronomy & Astrophysics, (3-years duration, 1975), Osmania University, Hyderabad  B. Sc. (Hons.) in Physics (1971), Shivaji University, Kolhapur.  Certificate in Computing (CIC ), IGNOU, 2000.  C, C++ Certificates with 80%, marks from NetVision, Computer Education, 2001.  ASP.Net (using C# Language) on dot.net (IDE) platform from NIIT  Computer Education, 2006

List of Publications

National and International

1. Post-classification Corrections in Improving the Classification of Land Use/Land Cover of Arid Region using RS and GIS: The case of Arjuni Watershed, Gujarat, India, 2016, Amee Thakkar, V. R. Desai, Ajay Patel and M. B. Potdar, The Egyptian J. of Remote Sensing and Spaces, http://dx.doi.org/10.1016/j.ejrs.2016.11.006

2. An effective hybrid classification approach using tasseled cap transformation (TCT) for improving classification of land use/land cover (LU/LC) in semi-arid region: a case study of Morva-Hadaf watershed, Gujarat, India, 2016, Amee K. Thakkar, Venkappayya R. Desai Ajay Patel, and Madhukar B. Potdar, Arab J Geosci (2016) 9:180, DOI 10.1007/s12517-015-2267-8.

3. GeoProcessing Workflow Models for Distributed Processing Frameworks, 2015, Shruti Thakker, Jhummarwala Abdul and M. B. Potdar, Int. J. of Computer Applications, Vol. 113, No. 1, March 2015, pp. 33-38.

2 4. Comparison of various classification techniques for satellite data, 2013, Manoj Pandya, Astha Baxi, M. B. Potdar, M. H. Kalubarme and Bijendra Agrawal, Int. J. Scientific and Engineering Research, Vol. 4, No. 2, Feb. 2013.

5. Post-classification Corrections in Improving the Classification of Land Use/Land Cover of Arid Region using RS and GIS: The case of Arjuni Watershed, Gujarat, India, 2016, Amee Thakkar, V. R. Desai, Ajay Patel and M. B. Potdar, The Egyptian J. of Remote Sensing and Spaces, http://dx.doi.org/10.1016/j.ejrs.2016.11.006

6. An effective hybrid classification approach using tasseled cap transformation (TCT) for improving classification of land use/land cover (LU/LC) in semi-arid region: a case study of Morva-Hadaf watershed, Gujarat, India, 2016, Amee K. Thakkar, Venkappayya R. Desai Ajay Patel, and Madhukar B. Potdar, Arab J Geosci (2016) 9:180, DOI 10.1007/s12517-015-2267-8.

7. A Comparative Study of Artificial Neural Networks and Multiple Linear Regression by predicting Human Development Index, 2016, Ashutosh Saboo, Rita Parakh, Parth Trivedi and M. B. Potdar. International Journal of Scientific & Engineering Research, Volume 7, Issue 9, September-2016 424 ISSN 2229-5518

8. Comparative Study of HSV Color Model and Ycbcr Color Model to Detect Nucleus of White Cells, 2016, Himali Vaghela, Hardik Modi, Manoj Pandya and M. B. Potdar, International Journal of Computer Applications (0975 – 8887), Volume 150 – No.8, September 2016

9. A Novel Approach to Detect Chronic Leukemia using Shape based Feature Extraction and Identification with Digital Image Processing, 2016, Himali Vaghela, Manoj Pandya and M. B. Potdar, International Journal of Applied Information Systems (IJAIS) – ISSN : 2249-0868 Foundation of Computer Science FCS, New York, USA Volume 11 – No. 5, October 2016

10. Optimization of Support Vector Machine on Multi-core processor with OpenMP, 2016, Sumit Patel, Bhadreshsinh Gohil. M. B. Potdar International Journal of Scientific & Engineering Research, Volume 7, Issue 5, May-2016 675 ISSN 2229-5518

11. Intrusion Detection System for DoS Attack in Cloud, 2016, Mishti D. Samani , Miren Karamta, Jitendra Bhatia and M. B. Potdar. International Journal of Applied Information Systems (IJAIS) – ISSN : 2249-0868 Foundation of Computer Science FCS, New York, USA Volume 10 – No.5, February 2016

12. Geo-spatial Big Data Mining Techniques, 2016, Mazin Alkathiri, Jhummarwala Abdul and M.B. Potdar, International Journal of Computer Applications (0975 – 8887) Volume 135 – No.11, February 2016

13. Satellite image processing using CUDA and Hadoop architecture, 2016, Helly M. Patel, Krunal Panchal, Prashant Chauhan, M. B. Potdar, Int. J. Scientific and Engineering Research, Vol. 7, Issue 5, May-2016 ISSN 2229-5518

14. Computer Network security IDS Tools and Techniques (NORT/SURICATA), 2016, Okasha Eldawi, Prashant Chauhan, Punit Lalwani and M. B. Potdar, Int. J. Scientific and Engineering Research, vol. 6, No.1, Jan. 2016, p.593.

15. Geospatial Hadoop (GS-Hadoop) an efficient mapreduce based engine for distributed processing of shapefiles, 2016, Jhummarwala Abdul, Mazin Alkathiri and M. B. Potdar,

3 Advances in Computing, Communication, & Automation (ICACCA) (Fall), IEEE Xplore, 30 Sept. 2016

16. Comparative Evaluation of Various Indexing Techniques of Geospatial Vector Data for Processing in Distributed Computing Environment, 2016, Abdul Jhummarwala, Mazin Alkathiri, Miren Karamta,and M. B. Potdar, Proceedings (COMPUTE '16 Proceedings of the 9th Annual ACM India Conference), pp. 167-172, Gandhinagar, India, October 21 - 23, 2016, ACM New York, NY, USA ©2016

17. Energy Efficient Dynamic Load Balancing Algorithm for Cloud Environment, 2015, Akbarali Kharodia, Rutvik Mehta, Miren Karmta and M.B.Potdar, Ph.D, International Journal of Computer Applications (0975 – 8887) Volume 120 – No.4, June 2015

18. Design and Evaluation of classification algorithm on GPU, 2015, Kinjal Shah, Prashant Chauhan, Dr. M. B. Potdar, International Journal of Scientific & Engineering Research, Volume 6, Issue 5, May-2015. 19. A detailed analysis of distributed load balancing algorithms, 2014, Akbarali Kharodia, Rutvik Mehta, Miren Karmta and Dr.M.B.Potdar, Int. J. of Scientific & Engineering Research, Vol. 5, Issue 12, Dec. 2014.

20. Big-Geo Data Processing using Distributed Processing Frameworks, Shruti Thakker, Jhummarwala Abdul and Dr.M.B.Potdar, 2015, International Journal of Scientific & Engineering Research, Volume 6, Issue 5, May-2015 552 ISSN 2229-5518.

21. Different Image Registration Methods - An Overview , 2014, Ritu Singh Phogat, Hardik Dhamecha, Manoj Pandya , Bharat Chaudhary, Madhukar Potdar, Int. J. Of Scientific and Engineering Research, Vol., No. 12, Sep. 2014, pp. 1-6.

22. Parallel and Distributed GIS for Processing Geo-data: An Overview, 2014, Abdul Jhummarwala, M. B. Potdar, and Prashant Chauhan, Int. J. Computer Applications, Vol. 106, No. 16. 23. Pan-sharpening based on merged product of Spatial frequency components of PAN and Intensity Images, 2014, Megha K. Mehta, Paru Thakkar and M. B. Potdar, Int. J. Computer Applications, Vol. 99, No. 6, Aug. 2014, pp. 9-14. 24. Live Virtual Machine Migration Techniques: A Survey, 2013, Pradip D. Patel, M. D. Bhavsar, Paru Thakkar, M. B. Potdar and Miren Karamta, Int. J. Computer Applications, vol. 86, No. 16, pp. 18-21, Jan. 2014.

25. Comparison of Various Template Matching Techniques for Face Recognition, 2013, Bhavika K. Desai, Manoj Pandya, M.B. Potdar, Int. J. Engineering Research and Development, Vol. 8, No. 10, Sept. 2013. 26. Comparative Analysis of Various Color Image Compression Algorithms, 2014, Shreykumar Bhavasar, Hardik N. Mewada, Viraj M. Choksi, M. B. Potdar, Int. J. Computer Applications, Vol. 85, No. 14. Jan. 2014. 27. Spatial data mining in conjunction with Object Based Image Analysis, 2014, Shrujal Patel, Amit Ganatra, Paru Thakkar and M. B. Potdar, Int. J. Scientific and Engineering Research, Vol. 5, No. 12, Nov. 2014.

4 28. Data mining techniques in Parallel Environment – A Comprehensive Survey, 2014, Kinjal S. Shah, Prashant Chauhan, M. B. Potdar and Sapan Mankad, Int. J. of Computer Applications, Vol. 108, No. 1, Dec. 2014, pp. 36-41.

29. Counting objects using homogenous connected components, 2013, Jaydeo Dharpure, M. B. Potdar, and Manoj Pandya, Int. J. Computer Applications, Vol. 63, No. 21, Feb. 2013.

30. Counting objects using convolution based pattern matching technique, 2013, Jaydeo Dharpure, M. B. Potdar and Manoj Pandya, Int. J. Applied Information Systems, Vol.5, No.8, pp. 14-19, June 2013.

31. Comparison of Virtual Machine Scheduling Algorithms in Cloud Computing, 2013, Karan D. Prajapati, Pushpak Raval, Miren Karamta and M. B. Potdar, Int. J. Computer Applications, Vol. 83, No. 15, Dec. 2013, pp. 12-14.

32. A Comparative Study of Artificial Neural Networks and Multiple Linear Regression by predicting Human Development Index, 2016, Ashutosh Saboo, Rita Parakh, Parth Trivedi and M. B. Potdar. International Journal of Scientific & Engineering Research, Volume 7, Issue 9, September-2016 424 ISSN 2229-5518

33. Comparative Study of HSV Color Model and Ycbcr Color Model to Detect Nucleus of White Cells, 2016, Himali Vaghela, Hardik Modi, Manoj Pandya and M. B. Potdar, International Journal of Computer Applications (0975 – 8887), Volume 150 – No.8, September 2016

34. A Novel Approach to Detect Chronic Leukemia using Shape based Feature Extraction and Identification with Digital Image Processing, 2016, Himali Vaghela, Manoj Pandya and M. B. Potdar, International Journal of Applied Information Systems (IJAIS) – ISSN : 2249-0868 Foundation of Computer Science FCS, New York, USA Volume 11 – No. 5, October 2016

35. Optimization of Support Vector Machine on Multi-core processor with OpenMP, 2016, Sumit Patel, Bhadreshsinh Gohil. M. B. Potdar International Journal of Scientific & Engineering Research, Volume 7, Issue 5, May-2016 675 ISSN 2229-5518

36. Intrusion Detection System for DoS Attack in Cloud, 2016, Mishti D. Samani , Miren Karamta, Jitendra Bhatia and M. B. Potdar. International Journal of Applied Information Systems (IJAIS) – ISSN : 2249-0868 Foundation of Computer Science FCS, New York, USA Volume 10 – No.5, February 2016

37. Geo-spatial Big Data Mining Techniques, 2016, Mazin Alkathiri, Jhummarwala Abdul and M.B. Potdar, International Journal of Computer Applications (0975 – 8887) Volume 135 – No.11, February 2016

38. Satellite image processing using CUDA and Hadoop architecture, 2016, Helly M. Patel, Krunal Panchal, Prashant Chauhan, M. B. Potdar, Int. J. Scientific and Engineering Research, Vol. 7, Issue 5, May-2016 ISSN 2229-5518

39. Computer Network security IDS Tools and Techniques (NORT/SURICATA), 2016, Okasha Eldawi, Prashant Chauhan, Punit Lalwani and M. B. Potdar, Int. J. Scientific and Engineering Research, vol. 6, No.1, Jan. 2016, p.593.

5 40. Geospatial Hadoop (GS-Hadoop) an efficient mapreduce based engine for distributed processing of shapefiles, 2016, Jhummarwala Abdul, Mazin Alkathiri and M. B. Potdar, Advances in Computing, Communication, & Automation (ICACCA) (Fall), IEEE Xplore, 30 Sept. 2016

41. Comparative Evaluation of Various Indexing Techniques of Geospatial Vector Data for Processing in Distributed Computing Environment, 2016, Abdul Jhummarwala, Mazin Alkathiri, Miren Karamta,and M. B. Potdar, Proceedings (COMPUTE '16 Proceedings of the 9th Annual ACM India Conference), pp. 167-172, Gandhinagar, India, October 21 - 23, 2016, ACM New York, NY, USA ©2016

42. Selection of Remote Sensing Data Using Phenological Parameters For Land Use/Land Cover Change Analysis. A. K. Thakkar, V. R. Desai, A. Patel, M. B. Potdar, 2016. International Journal of Advancement in Remote Sensing, GIS and Geography. IJARSGG (2015) Vol.3, No.2, 36-47.

43. Cloud removal using multi-temporal satellite images and fuzzy logic, 2015, Soumya Sucharita, Satyajit Mohanty, Manoj Pandya, M. B. Potdar, Leena Patel, Krunal patel, International Journal of Scientific & Engineering Research, Volume 6, Issue 8, August-2015

44. Selection of Remote Sensing Data Using Phenological Parameters For Land Use/Land Cover Change Analysis. A. K. Thakkar, V. R. Desai, A. Patel, M. B. Potdar, 2016. International Journal of Advancement in Remote Sensing, GIS and Geography. IJARSGG (2015) Vol.3, No.2, 36-47.

45. Object Based Image Analysis: Relationship between Object Attributes and their Spectral Signatures, 2015, Shrujal Patel, Amit Ganatra and M. B. Potdar, Int. J. of Science and Engineering Research, 2015 (Under Publication).

46. Adaptation of Open Source Geographic Information System for Flood Alert System Development, 2013, Manoj Lokare, M.B.Potdar, Manoj Pandya, Paru Thakkar, Krunal Patel, Int. J. Engineering Research and Development, Vol. 6, Issue 5, pp. 74-79, March 2013.

47. Land Use/Land Cover Classification of Remote Sensing Data and Their Derived Products in a Heterogeneous Landscape of a Khan-Kali Watershed, Gujarat, 2014, Amee Thakkar, Venkappayya Desai, Ajay Patel and Madhukar Potdar, Asian J. of Geoinformatics, vol. 14, No. 4, Dec. 2014, pp. 1-12.

48. Smart Motion Detection System using Raspberry Pi, 2016, Priya B. Patel, Viraj M. Choksi, Swapna Jadhav and M.B. Potdar, International Journal of Applied Information Systems (IJAIS) – ISSN : 2249-0868 Foundation of Computer Science FCS, New York, USA Volume 10 – No.5, February 2016

49. Smart Surveillance and Monitoring System using Raspberry Pi And Android, 2016, Priya B Patel, K.R. Bhatt, Viraj M Choksi,and M. B. Potdar, International Journal of Enhanced Research in Science, Technology & Engineering ISSN: 2319-7463, Vol. 5 Issue 5, May-2016

50. Identification of Trusted Elements with Malicious Behavior of Public Cloud against DoS Attack, 2016, Mishti Samani, Jitendra Bhatia, Miren Karamta and M.B. Potdar, Int. J. of Computer Science and Communication, Vol.7, No. 1, Sept 2015-March2016, pp. 250-257.

6

51. Congestion Control Scheme for Vehicular Ad-Hoc Network (VANET), Ankeeta Patel, Anuradha Gharge, Parth Trivedi, Madhukar Potdar, 2016, International Journal of Scientific Engineering and Research (IJSER), ISSN (Online): 2347-3878, Impact Factor (2014): 3.05 Volume 4 Issue 1, January 2016

52. Enhancing Vehicular Ad-hoc Network (VANET) Performance by Congestion Control Algorithm Ankeeta, Anuradha Gharge, Parth Trivedi, Madhukar Potdar, 2016, International Journal of Computer Applications (0975 – 8887) Volume 144 – No.9, June 2016

53. Leukemia Detection using Digital Image Processing Techniques, 2015, Himali P. Vaghela, Hardik Modi, Manoj Pandya PhD and M.B. Potdar PhD, International Journal of Applied Information Systems (IJAIS, Volume 10 – No.1, November 2015. 54. Review on Smart Traffic Control For Emergency Vehicles, 2015, Megha A. Tank, Hardik Mewada, Viraj Choksi and M.B. Potdar, Int. J. Computer Applications, Vol. 113, Feb. 2015.

55. Remotely Controlled Spy Robot Using Communication Protocols - A Survey, 2014, Radhika Shringarpure, Nitin Gupta, Viraj Choksi and M. B. Potdar, Int. J. of Scientific and Engineering Research, Vol. 5, Issue 12, Dec. 2014, pp. 415-418.

56. Digital Video Watermarking for Educational Video Broadcasting and Monitoring Application, 2015, Dixa Patel, Manoj Pandya, Nehal Chitaliya and M.B. Potdar, International Journal of Applied Information Systems (IJAIS) New York, USA Vol. 9, No.2, July 2015

57. A Brief Analysis on Detection and Avoidance Techniques of Wormhole Attack in MANET, 2015, Dhruva Patel, Parth Trivedi and M.B.Potdar Ph.D, International Journal of Computer Applications (0975 – 8887) Volume 117 – No. 16, May 2015. 58. Microcontroller Based Collision Detection and Warning System, 2014, Kajal Nandaniya, Viraj Choksi, M B Potdar, Int. J. Advanced Research in Electrical, Electronics and Instrumentation Engineering, Vol. 3, No. 5, May 2014. 59. Automatic Accident Alert and Safety System using Embedded GSM Interface, 2014, Kajal Nandaniya, Viraj Choksi, Ashish Patel, M B Potdar, Int. J. Computer Applications, Vol. 85, No. 6, Jan. 2014. 60. A survey on Digital Video Watermarking techniques, attacks and applications, 2014, Dixa G. Patel, Nehal Chitaliya, Manoj Pandya and Parth Trivedi, M. B Potdar, Paru Thakkar, Int. J. of Scientific and Engineering Reseach, Vol. 5, Issue 12, Dec. 2014, pp.1-7. 61. Performance analysis and enhanced collection of tree protocol in mobile environment, 2013, Bijal Chawla, Dhaval Patel, Chandresh Parikh, Miren Karamta and M. B. Potdar, J. Engineering Research and Applications, Vol. 3, Issue 3, May-June 2013.

62. Smart Motion Detection System using Raspberry Pi, 2016, Priya B. Patel, Viraj M. Choksi, Swapna Jadhav and M.B. Potdar, International Journal of Applied Information Systems (IJAIS) – ISSN : 2249-0868 Foundation of Computer Science FCS, New York, USA Volume 10 – No.5, February 2016

63. Smart Surveillance and Monitoring System using Raspberry Pi And Android, 2016, Priya B Patel, K.R. Bhatt, Viraj M Choksi,and M. B. Potdar, International Journal of Enhanced Research in Science, Technology & Engineering ISSN: 2319-7463, Vol. 5 Issue 5, May-2016

7

64. Identification of Trusted Elements with Malicious Behavior of Public Cloud against DoS Attack, 2016, Mishti Samani, Jitendra Bhatia, Miren Karamta and M.B. Potdar, Int. J. of Computer Science and Communication, Vol.7, No. 1, Sept 2015-March2016, pp. 250-257.

65. Congestion Control Scheme for Vehicular Ad-Hoc Network (VANET), Ankeeta Patel, Anuradha Gharge, Parth Trivedi, Madhukar Potdar, 2016, International Journal of Scientific Engineering and Research (IJSER), ISSN (Online): 2347-3878, Impact Factor (2014): 3.05 Volume 4 Issue 1, January 2016

66. Enhancing Vehicular Ad-hoc Network (VANET) Performance by Congestion Control Algorithm Ankeeta, Anuradha Gharge, Parth Trivedi, Madhukar Potdar, 2016, International Journal of Computer Applications (0975 – 8887) Volume 144 – No.9, June 2016 67. Pan-sharpening based on merged product of Spatial frequency components of PAN and Intensity Images, 2014, Megha K. Mehta, Paru Thakkar and M. B. Potdar, Int. J. Computer Applications, Vol. 99, No. 6, Aug. 2014, pp. 9-14.

68. Shortest path algorithms on GIS dataset using Geotools, 2013, Richard Sonaliya , M.B. Potdar, Manoj Pandya, Rupesh Punjani, Neeraj Bhargava, Int. J. Scientific and Enginnering Research, Vol. 4, Issue 10, October 2013.

69. NDVI Controlled/Based High Frequency Injection Multispectral Image Fusion Method, 2012, Hardik M. Dhamecha, Tanish Zaveri and M. B. Potdar, IGARSS 2012, pp. 3513-3516.

70. Supervised Classification of Satellite Imagery using Enhanced Seeded Region Growing Technique, 2011, Astha Baxi, Manoj Pandya, M. H. Kalubarme and M. B. Potdar, IEEE (NUIECON-2011), Institute of Technology, Nirma University, Ahmedabad, 8-10 Dec. 2011.

71. A New Algorithm for Multispectral Image Fusion, 2011, Hardik M. Dhamecha, Tanish Zaveri and M. B. Potdar, IEEE (NUICONE-2011), Institute of Technology, Nirma University, Ahmedabad, 8-10 Dec. 2011.

8

BIO-DATA

Name: Dr. M.H. KALUBARME Project Director: Bhaskaracharya Institute for Space Applications and Geo-informatics (BISAG), Department of Science and Technology, Govt of Gujarat.

Mobile Nos.: +91 94293 54980, +91 99099 45040 E-mail: [email protected]

Educational Qualifications:

Exam. Passed Board/University Main Subjects M.Sc. (Agri.) GB Pant Univ. of Agri. & Major: Agronomy Technology, Pantnagar Minor: Plant Physiology Ph.D. Department of Environmental (Environmental Science, Uttarakhand Technical Environmental Science Science) University, Dehradun Human Resources Management Indira Gandhi National Open management, Informa- Programme University (IGNOU) tion technology for (PGDIM) managers

Professional Experience:

 Remote Sensing Applications for Agriculture and Environmental Science: 34 Years

• Scientists: Joined Space Applications Centre (SAC), Indian Space Research Organization (ISRO) in 1976 as Scientist, worked on various projects on Remote Sensing Applications for Agriculture and Environmental Science.

• Project Director: Currently working as Project Director, in Bhaskaracharya Institute for Space Applications and Geo-informatics (BISAG), Dept. of Science & Technology, Govt. of Gujarat, since July-2010-till date.

• Recognized PG Guide: Junagarh Agricultural University, Junagarh

• Recognized Ph.D. Guide: Gujarat University, Ahmedabad,

Research and Development Activities:

Various R & D activities carried out are as follows:

i) Space Technology & Geo-informatics for Assessment of Agricultural Production:

• Developed methodology for crop inventory using multi-temporal Remote sensing data for various crops grown in Punjab, Haryana and Himachal Pradesh States.

ii) Sustainable Irrigation and Agricultural System Studies:

• Impact of canal irrigation on agricultural system, cropping intensity, crop rotations, and improvements in crop productivity were monitored in canal command areas using multi-temporal Remote Sensing data.

• Crop suitability for irrigated agricultural system in the canal command areas were

1 studied using various crop, soil and drainage characteristics along with multi-temporal Remote Sensing data.

iii) Environment and ecological Studies:

• Developed methodology for mapping of Land-degradation with special reference to water-logging and salinity in canal command areas of Gujarat State.

• Ecological studies were carried out various command areas using multi-temporal Remote Sensing data. The impact of canal irrigation on water-logging and salinity ingress in the fertile agricultural land were monitored.

iv) Agricultural Environmental Problems:

• A study on early assessment of drought and vegetation water stress was carried out using multi-temporal Short Wave Infrared (SWIR) indices during growth cycle of Wheat crop. The results indicate that combined information from near and shortwave infrared wavelengths is useful as an indicator of canopy water stress in rainfed agriculture. The progression of drought condition due to inadequate rainfall during the crop season can be monitored using NDWI values effectively which can help the government organizations to initiate solutions for disaster management.

Awards:

 Indian Space Research (ISRO) Team Excellence Award (June 8, 2007):

Received Team Excellence Award from Ex. President APJ Abdul Kalam, in appreciation of contribution to the Indian space Programme as member of the team that successfully implemented Remote Sensing Applications for Crop Acreage and Production Estimation

 First - Best Paper Award (Feb.6, 2009):

Received First Best Paper Award for the paper on, “Spectral Emergence and Maturity dates determination of wheat, using SWIR data in Haryana”, presented in the GEOMATICS-2009 Conference, February 4-6, 2009, Dehradun.

 Bharat Jyoti Award (May 2010): Certificate of Excellence awarded for Meritorious Services, Outstanding Performance and Remarkable Role by the India International Friendship Society, New Delhi.

Publications: A. Books

1. Kalubarme, Manik.H and Sharma, Alka, 2014. Wheat Production Forecast in Himachal Pradesh using Remote Sensing Data. LAP LAMBAERT Academic Publishing, 2014. IBSN no. 978-3-659-63400-0.

2. Kalubarme, Manik.H, 2016. Development of Agromet-Spectral Cotton yield models using IRS data. LAP LAMBAERT Academic Publishing, 2014. IBSN no. 978-3-659-89589-0. https://www.lap-publishing.com/

B. Chapter in the Book

3. Gupta, V., Jebakumar, M., Kartikeyan, B., Majumder, K.L., Kalubarme, M.H. and Pathan, S.K., 1996. An Expert System for Remote Sensing Image Analysis. In Pattern recognition, Image processing and Computer vision: Recent Advances, Edit. P.P. Das and B.N. Chatterji, Narosa Publishing House, pp.302 - 308.

C. International Journals

1. SAHAI, BALDEV, KALUBARME, M.H. AND JADAV, K.L., 1985. Ecological studies in Ukai command area. International Journal of Remote Sensing, 1985, Vol. 3 and 4, 401-409.

2

2. DUBEY, R.P., AJWANI, NITA, KALUBARME, M.H., SRIDHAR, V.N., NAVALGUND, R.R., MAHEY, R.K., SIDHU, S.S., JHORAR, O.P., CHEEMA, S.S. AND NARANG, R.S., 1994. Preharvest wheat yield and production estimation for Punjab, India. International Journal of Remote Sensing, 1994, Vol. 15, No. 10, 2137-2144.

3. KARTIKEYAN, B., GOPALKRISHNA, B., KALUBARME, M.H. and MAJUMDER, K.L., 1994. Contextual techniques for classification of high and low resolution Remote Sensing data. International Journal of Remote Sensing, 1994, Vol. 15, No. 5, 1037-1051.

4. KALUBARME, M.H., POTDAR, M.B., MANJUNATH, K.R., MAHEY, R.K. and SIDHU, S.S., 2003. Growth profile based crop yield models: a case study of large area wheat yield modelling and its extendibility using atmospheric corrected NOAA AVHRR data. International Journal of Remote Sensing, 24, 2037 – 2054.

5. Kalubarme, M. H., Hooda, R.S., Yadav, Manoj, Saroha, G.P., 2006. Spectral Vegetation Indices and its Response to In-situ Measured Leaf Area Index of Cotton. ISPRS Technical Commission-IV symposium on “Geospatial Databases for Sustainable Development”, ISPRS Vol. XXXVI, Part-4, Commission-IV, ISSN 1682 – 1750, pp 719 – 723.

6. Hooda, R.S., Yadav, Manoj, and Kalubarme, M. H., 2007. Wheat Production Estimation using Remote Sensing Data: An Indian Experience. ISPRS Archives XXXVI – 8/W48 Workshop Proceedings: Remote Sensing support to crop yield forecast and area estimates.

7. Verma, U., Dabas, D.S., Hooda, R.S., Yadav, M. and Kalubarme, M.H. (2008). Trend- agromet versus Spectral-trend-agrometeorological Yield Model for Wheat in Haryana. Environment and Ecology 26(4), 1583-85.

8. Verma, U., Dabas, D.S., Hooda, R.S., Yadav, M. and Kalubarme, M.H., 2009. Impact of climate changes on wheat yield in Haryana. Environment and Ecology 27 (4A), 1818-20.

9. Verma, U., Hooda, R.S., Dabas, D.S., Yadav, M., Kalubarme, M.H. and Sharma, M.P., 2010. Spectral-trend-agrometeorological Wheat Production Forecasting: Factor Analysis Approach. J. of Statistics, computer and applications.

10. Verma, U., Piepho, H. P., Kalubarme, M. H. and Goyal, M., 2012. Development of agro- meteorological and spectral wheat yield models using various statistical procedures in Haryana state (India). Advances and Applications in Statistics, Volume 26 Number 2 (2012), pages 113-136.

11. KALUBARME, M.H., CHAUHAN, D.S., and SAROHA, G.P., 2012. COTTON SUITABILITY ANALYSIS USING GEOINFORMATICS IN MANSA DISTRICT OF PUNJAB STATE, INDIA. Asian Journal of Geoinformatics, Vol 12, No. 4, (2012).

12. Verma , U., Piepho, H.P., Ogutu, J.O., Kalubarme, M.H. and Goyal, M., 2014. Development of Zonal Agromet Models for District-level Cotton Yield Forecasts in Haryana State, India. International Journal of Agricultural Statistics, Vol. 10, No.1, pp. 59-65, 2014.

13. Baxi, Astha, Pandya, Manoj, Kalubarme, M. H., and Potdar, M. B., 2011. Supervised Classification of Satellite Imagery using Enhanced Seeded Region Growing Technique. IEEE (NUIECON-2011), Institute of Technology, Nirma University, Ahmedabad, 8-10 Dec. 2011.

14. Singh Vijay, Jose, Joy and Kalubarme, M. H., 2013. Village-level Crop Inventory using Remote Sensing and Geo-informatics in Gujarat State, India. Asian Journal of Geo- informatics, Vol.13, No.2 (2013), pp. 31-38

15. Belwanshi, Satyendra, Kalubarme, M. H. and Khalid,Mehmod, 2013. Surface water management in Machhu dam command area using Geo-informatics Techniques. International Journal Computer Applications, Vol. 67, No. 21, April 2013, pp. 16-22.

16. Pandya, Manoj, Baxi, Astha, Potdar, M .B., Kalubarme, M .H. and Agrawal, Bijendra, 2013. Comparison of Various Classification Techniques for Satellite Data. International Journal of Scientific and Engineering Research, Volume-4, Issue-2, February-2013, pp. 1-6.

3 17. Patel Ajay, Khalid Mahmood, Singh Vijay, Thakkar Paru P, Jose Joy, Patel Nayan and Kalubarme, Manik H., 2014. Morphometric and Land use Analysis for watershed Prioritization in Gujarat State, India. International Journal of Scientific and Engineering Research, Volume-5, Issue-2, February-2014, pp. 1-7.

18. Khalid Mehmood, Patel, Ajay, Singh, Vijay, Prajapati, Sumit, Kalubarme, M.H., and Indra Prakash, 2014. Submergence Analysis Using Geo-informatics Technology for Proposed Dam Reservoirs of Par-Tapi -Narmada River Link Project, Gujarat State, India. International Journal of Geoscience, April-2014.

19. Patel Ajay, Singh Vijay, Khalid Mehmood, Kathota Jaydipsinh and Kalubarme M. H., Pandya, C. H., Joshi, Nischal and Brahmabhatt, Lomesh, 2014. Mapping and Monitoring of Mangroves in Coastal Districts of Gujarat State using Remote Sensing and Geo-Informatics. Asian Journal of Geoinformatics, Vol. 14, No. 1 (2014), pp. 15-26.

20. Dongare, Gaurav, Kalubarme M. H., Pandya, Manoj, and Patel Ajay, 2014. Criteria based decision support system for environmental clearance in Amreli and Junagarh districts using Geo-informatics. International Journal of Engineering Research and Technology (IJERT), Vol.3, Issue 2, February 2014, pp. 1434 – 1438.

21. Dave, Rushang, R., Dadhich, Gautam, Singh, Vijay, Patel, Ajay, Mehmood, Khalid, Prajapati, Sumit, Kalubarme, Manik H., Pandit, Balkrishen and Shukla, R.N., 2014. Site Suitability Analysis of Water Harvesting Structure on Hilly Terrain using Geo-informatics Technology in Valsad District, Gujarat state, India. International Journal of Scientific and Engineering Research (IJSER), Vol.5, Issue 5, May 2014, pp. 1434 – 1438.

22. Bhavsar, Dhara, O, Jasrai, Yogesh, T., Pandya, Himanshu, A., Singh, Vijay, Patel, Ajay and Kalubarme, Manik, H., 2014. Monitoring Mangrove Status using Remote Sensing and Geo- informatics in Piram Island, , Gujarat State, India. International Journal of Scientific and Engineering Research (IJSER), Vol.5, Issue 5, May 2014, pp. 1434 – 1438.

23. Thakor, Kartik M., Dharaiya, Nishith, Singh, Vijay, Patel, Ajay and Kalubarme, Manik H., 2014. Soil resources information system for improving productivity using Geo-informatics technology. International Journal of Geoscience, July 2014, Vol.5, No.8 pp. 771-784.

24. Thakor, Kartik M., Dharaiya, Nishith, Singh, Vijay, Patel, Ajay and Kalubarme, Manik H., 2014. Spatial variability Mapping of Micronutrients to improve productivity using Geo- informatics technology in Gujarat State, India. International Journal of Scientific and Engineering Research (IJSER), Vol.5, Issue 7, July 2014, pp. 2229 – 5518.

25. Nanavati, Dhruti, D., Patel, Ajay and Kalubarme, Manik, H., 2014. Urbanization and Urban land-use Mapping Using Remote Sensing and GIS. International Journal of Engineering Sciences and Research Technology (IJESRT), Vol.3, No. 6, June 2014, pp. 891 – 899.

26. Singh Vijay, Patel, Krunal, Patel Ajay, Mehmood Khalid, Kathota, Jaydipsinh, and Kalubarme M.H., 2012. Development of Geo-spatial Information System for Shrimp Farms in Coastal Districts of Gujarat State. GEOSPATIAL WORLD, July-2012.

27. Ravi Upadhyay, Nischal Joshi, Atul Chandrakant Sampat, Arun Kumar Verma, Ajay Patel, Vijay Singh, Jaydipsinh Kathota, Manik H. Kalubarme, 2015. Mangrove Restoration and Regeneration Monitoring in Gulf of Kachchh, Gujarat State, India, Using Remote Sensing and Geo-Informatics. International Journal of Geosciences, 2015, 6, 299-310.

28. Brinda H. Dave, Gargi Rajpara, Ajay Patel, Vijay Singh and Manik H. Kalubarme, 2015. Continuous Water Distribution Network Analysis Using Geo-informatics Technology and EPANET in Gandhinagar City,Gujarat state, India. International Journal of Scientific & Engineering Research, Volume 6, Issue 4, April-2015, pp. 1587 – 1594.

29. Ram Joshi, Hardik Raval, Maharshi Pathak, Sumit Prajapati, Ajay Patel, Vijay Singh, and Manik H. Kalubarme, 2015. Urban Heat Island Characterization and Isotherm Mapping Using Geo-Informatics Technology in Ahmedabad City, Gujarat State, India. International Journal of Geosciences, 2015, 6, 274-285.

30. Ajay N. Patel, Vijay Singh, Bhagirath Kansara, Manik H. Kalubarme, Bindiya Panchal,, 2016. Monitoring Land Use and Infrastructure Changes in Industrial Complex Using Geo-

4 Informatics Technology in Gujarat State, India. International Journal of Geosciences, 2016, 7, 1283-1298.

31. Gautam Dadhich, Parul R. Patel, Ajay Patel & M H Kalubarme, 2017. Agriculture land suitability evaluation for wheat cultivation using geomatics for Patan District, India. Int. J. Agricultural Resources, Governance and Ecology, Vol. 13, No. 1, 2017.

32. Badlani, B., Patel, A.N., Patel, K. and Kalubarme, M.H., 2017. Urban Growth Monitoring using Remote Sensing and Geo-Informatics: Case Study of Gandhinagar, Gujarat State (India). International Journal of Geosciences, 8, 563-576.

33. Rakesh Shankar, Jinkal Prajapati, Ajay N. Patel, Krunal Patel, and Manik H. Kalubarme, 2016. Innovative use of Geo-informatics Technology in e-Governance for District Urban Development Agency (DUDA), Narmada District, Gujarat State. International Journal of Advanced Remote Sensing and GIS 2017, Volume 6, Issue 1, pp. 2156-2170.

D. Indian Journals

34. KALUBARME, M.H. AND PANDEY, R.K.1979. Note on growth analysis of green gram genotypes. Indian Journal of Agricultural Sciences: 49(12), 975 - 977, Dec.1979.

35. KALUBARME, M.H. and AHUJA, S.C., 1996. Agrometeorological Rice Yield Modelling in Karnal. Photonirvachak: J. Indian Soc. Remote Sensing, 24(2): 125-132.

36. MATHUR, AJAY, LITORIA, P.K., SHARMA, P.K. AND KALUBARME, M.H., 1998. Database management and analysis for CAPE project using Remote Sensing and GIS. Journal of the Indian Society of Remote Sensing, vol. 26, No. 4, December 1998, pp. 209-214.

37. Verma, Urmil, Ruhal, D.S., Yadav, Manoj, Khera, A.P., Hooda, R.S., Singh, C.P., Kalubarme, M.H. and Hooda, I.S., 2003. Wheat production forecast using Remote Sensing and Agromet variables in Haryana State. Photonirvachak: J. Indian Soc. Remote Sensing, 31: 141 – 144.

38. SHARMA, ALKA, SOOD, R.K. and KALUBARME, M.H., 2004. Agrometeorological wheat yield forecast in Himachal Pradesh. Journal of Agrometeorology, Vol. 6, Special Issue, 2004, pp. 153 – 160.

39. Hooda, R.S., Yadav, Manoj, Batra, M.L., Ruhal, D.S., Khera, A.P., Saroha, G.P., Kalubarme, M. H., and Prasad, J., 2005. Pre-harvest Cotton Acreage and Production Forecast Using Remote Sensing Techniques. Annals of Agri-Bio Research 10 (1): 1-6, 2005.

40. Kalubarme, M.H., Oza Markand, P. and Yadav, Manoj, 2009. Spectral emergence and maturity dates determination of wheat using SWIR data in Haryana. Journal of Geomatics, Vol.3, No.2, Oct 2009, pp.79– 85.

41. Verma, U., Piepho, H. P., Kalubarme, M. H. and Goyal, M., 2012. Development of agro- meteorological and spectral wheat yield models using various statistical procedures in Haryana state (India). Advances and Applications in Statistics, Volume 26 Number 2 (2012), pages 113-136.

42. Singh Vijay, Patel, Krunal, Patel Ajay, Mehmood Khalid, Kathota, Jaydipsinh, and Kalubarme M.H., 2012. Development of Geo-spatial Information System for Shrimp Farms in Coastal Districts of Gujarat State. GEOSPATIAL WORLD, July-2012.

43. Khalid Mehmood, Patel, Ajay, Jose, Joy and Kalubarme, M. H., 2013. Applications of Geo- Informatics Technology for Surkha Lignite Mining Area in Bhavnagar District, Gujarat. Journal of Geomatics, Volume-7, Number-2, October-2013, pp. 112-119.

44. Gautam Dadhich, Parul R. Patel, M H Kalubarme, and Manoj Pandya, 2017. Development of Decision Support System for land suitability evaluation for crops using ICT tools. Engineering and Technology in India, Vol. 8, Issue 1 & 2, pp. 65 -70.

5 E. Seminar/ Symposium Proceedings

45. SAHAI, BALDEV, KALUBARME, M.H., BAPAT, M.V. AND JADAV, K.L., 1982. Identification of waterlogged and salt-affected soils through remote sensing techniques. Proc.Third Asian Conference on Remote Sensing, Dhaka, Bangladesh, Dec.1982, pp. Q-14-1 to Q-14-11.

46. KALUBARME, M.H., SAHAI, BALDEV AND AVARANI, S.U., 1985. Mapping and change detection in urban land use of Surat city. Proc. Sixth Asian Conference on Remote Sensing, Nov. 1985, Hyderabad, pp. 103-108.

47. KALUBARME, M.H., 1992. Remote Sensing approach for rice production forecasting in some rice growing states of India. Paper presented in the seminar on "Satellite Remote Sensing and Geographic Information Systems in Agricultural research. IRRI, Los Banos, Philippines, July 20-22, 1992.

48. KALUBARME, M.H., MAHEY, R.K., DHALIWAL, S.S., SIDHU, S.S., SINGH, RAJWANT, MAHAJAN, ANUJ and SHARMA, P.K., 1995, Agromet-Spectral Wheat Yield Modelling in Punjab. Proc. National symposium on Remote sensing of Environment with special emphasis on Green Revolution, Nov. 22 - 24, 1995, Ludhiana, pp. 11-17.

49. KALUBARME, M.H., YADAV, MANOJ, RUHAL, D.S., KHERA, A.P. and HOODA, I.S., 1997. Agrometeorological Cotton Yield Modelling in Haryana. Paper presented in TROPMET-97: Monsoon, Climate and Agriculture, Bangalore, Feb. 10-14, 1997.

50. KALUBARME, M.H., YADAV MANOJ, SAROHA, G.P., BHATT, H.P., ARYA, V.S., RUHAL, D.S., KHERA, A.P., HOODA, I.S. AND SINGH, C.P., 1997. Zonal- Spectral Wheat Yield Modelling in Haryana. Paper presented in ISPRS-97 SYMPOSIUM.

51. KALUBARME, M.H., 2001. IRS-1C WiFS and Agrometeorological data analysis for state- level cotton production forecast. Paper presented in National Symposium on “Advances in Remote Sensing Technology with special emphasis on high-resolution imagery”, Ahmedabad, December 11 – 13, 2001.

52. Kalubarme, M. H., Hooda, R.S., Yadav, Manoj, Saroha, G.P., Batra, M.L., Ruhal, D.S. and Khera, A.P., 2004. Remote Sensing of Cotton Production in Haryana. Paper presented in National Symposium on, “Converging Space Technologies for National Development, Jaipur, November 3 –5, 2004.

53. Kalubarme, M. H. and Oza Markand, P., 2009. Spectral emergence and maturity dates determination of wheat using SWIR data in Haryana. Paper presented in the GEOMATICS- 2009 National Conference on Geomatics and Impacts of Climate Change with Special Reference to Mountain Ecosystem, 4-6th Feb. 2009, Dehradun.

54. Kalubarme, M. H. and Sharma, Alka, 2009. “Vegetation Water Stress Assessment Using Short Wave Infrared (SWIR) Indices in Wheat”. Paper presented in the National Symposium on, Advances in Geo-spatial Technologies with special emphasis on Sustainable Rainfed Agriculture, September 17 –19, 2009, Nagpur.

55. Kalubarme, M.H., Sridhar, V.N. and Patel, N.K., 2010. Multi-angular Vegetation Indices using MISR data to explore winter crop separability. Paper presented in the GEOMATICS- 2010 Conference, 4-6th Feb. 2010, Ahmedabad.

56. Verma, U., Piepho, H. P., Ogutu, J., Kalubarme, M. H. and Goyal, M. 2012. Multi-level mixed modelling for crop-weather yield relationship on agro-climatic zone basis in Haryana (North-western India).

57. Shah, Nidhi J., Patel, H. M., and Kalubarme, M. H., 2012. Estimation of Crop Water Requirement in Mahi Right Bank Canal Command Area. Paper presented in SWAT-2012 conference, IIT, New Delhi.

58. Khalid Mehmood, Patel, Ajay, Jose, Joy, and Kalubarme, M. H., 2012. Applications of Geo- Informatics Technology for Surkha Lignite Mining Area in Bhavnagar District, Gujarat. Paper Presented in the National Seminar on, ‘Mining, Environment & CSR: Current Trends and Future Scenario, 13-14 July-2012, GMDC, Ahmedabad.

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