Dr. NAGARAJ BHAT

1. G. S. Hukkeri, S. R. Naganna, D. Pruthviraja, N. Bhat and R. H. Goudar, “Drought Forecasting: Application of Ensemble and Advanced Machine Learning Approaches,” in IEEE Access, vol. 11, pp. 141375-141393, 2023, doi: 10.1109/ACCESS.2023.3341587.
2. Chowdari, K., Deb Barma, S., Bhat, N. et al. Trends of seasonal and annual rainfall of semi-arid districts of Karnataka, India: application of innovative trend analysis approach. Theor Appl Climatol 152, 241–264 (2023). https://doi.org/10.1007/s00704-023-04400-9
3. Surajit Deb Barma, Sameer Balaji Uttarwar, Prathamesh Barane, Nagaraj Bhat, Amai Mahesha (2022). Evaluation of ERA5 and IMERG Precipitation Data for Risk Assessment of Water Cycle Variables of a Large River Basin in South Asia Using Satellite Data and Archimedean Copulas. Water Conservation & Management, 6(1): 61-69. ISSN: 2523-5664 (Print) ISSN: 2523-5672 (Online) CODEN: WCMABD. DOI: http://doi.org/10.26480/wcm.01.2022.61.69.
4. S. Ramesh, Gajanan Anne, Nagaraj Bhat, Ganesh Aithal, H. Shivananda Nayaka, Shashibhushan Arya (2021) Surface modification of multi-directional forged biodegradable Mg-Zn alloy by ball burnishing process: Modeling and analysis using deep neural network, Journal of Manufacturing Processes, Volume 68, Part A, 2021, Pages 423-434, ISSN 1526-6125, DOI: https://doi.org/10.1016/j.jmapro.2021.05.049.
5. Gouda, K.C., Joshi, S. & Nagaraj Bhat (2021) An optimum initial manifold for improved skill and lead in long-range forecasting of monsoon variability. Theor Appl Climatol, vol. 144, no. 3-4, May 2021, pp. 1161. DOI: https://link.springer.com/article/10.1007/s00704-021-03589-x
6. Meghana H Prabhu, K Sridevi Rao, Navya Nagaraj Vidyavathi Poojary ,Nikhitha J, Nagaraj Bhat, Ramya D Shetty (2019). Air Pollution Monitoring and Prediction System, International Journal of Recent Technology and Engineering (IJRTE)ISSN: 2277-3878, Volume-8, Issue-2S3, July 2019. DOI: DOI : 10.35940/ijrte.B1119.0782S319
7. Nithesh Shettigar, Goutham Naik, Nandan Nayak, Nithin H A, K C Gouda and Nagaraj Bhat (2019), Deep Learning Techniques Using Data Science, International Journal of Recent Technology and Engineering (IJRTE) ISSN: 2277-3878, Volume-8, Issue-2S3, July 2019. DOI : 10.35940/ijrte.B1117.0782S319
8. Nagaraj Bhat, Ramy D Shetty, Krushna Chandra Gouda(2017) An efficient algorithm for Conversion of Spatiotemporal Big Data, International Journal of Innovative Research in Computer and Communication Engineering, Volume 5, Issue 2, February 2017, ISSN(Online): 2320-9801, ISSN (Print): 2320-9798. DOI:10.15680/IJIRCCE.2017. 0502154 
9. Sharath Kumar, Reshma Hebbar,Nagaraj Bhat(2017) Survey of Defense Mechanism to Mitigate Distributed Denial of service (DDoS) Flooding Attacks, International Journal Of Informative & Futuristic Research, Volume-4, Issue-7, ISSN 2347-1697 ,Mar-2017.
10. C Karthik Kumar, Abhishek Kalkur U, K Sanketh, Deekshitha S Palan, Nagaraj Bhat (2017) Advanced Decision Supporting System for Student Placement Recruitment Process, International Journal of Informative & Futuristic Research, IJIFR/V4/ E8/ 056 , ISSN: 2347-1697, 7121-7128.
11. Nagaraj Bhat, Pratheek Hegde, Shetty Neha Karunakaran, Shreya, Shreecharana U, K C Gouda (2016), Development of Integrated Message alert system for Weather Informatics, International Journal of Advanced Research in Computer and Communication Engineering , Vol. 5, Issue 6, ISSN: 2278-1021,June 2016 .
12. Ramya D Shetty, Chandra Naik, Krushna Chandra Gouda, Nagaraj Bhat (2016) Development Of An Algorithm To Data Retrieval And Data Conversion For The Analysis Of Spatiotemporal Data, International Journal Of Informative & Futuristic Research, Volume-3, Issue-9,ISSN 3269-3275, May-2016.
13. Nagaraj Bhat, Sachin Bhat, Manumohan, K C Gouda, Jayaram CV, Pixel Based Volume Estimation of Water bodies Using Remote Sensing and GIS (2014) International Journal of Electronics and Communication Technology (IJECT) IJECT Vol. 5, Issue 4, ISSN: 2230-7109
14. K C Gouda , Chowdari K K , Nagaraj Bhat , S N Chandrashekar (2014) Development of a Visualization System for Climate Data Analysis, International Journal of Engineering Trends and Technology (IJETT), Vol 13, number 4, ISSN: 2231-5381.
15. K C Gouda , Anurag Patro , Dines Dwivedi , Nagaraj Bhat (2014) Virtualization Approaches in Cloud Computing, International Journal of Computer Trends and Technology (IJCTT), Vol 12, number 4, ISSN: 2231-2803.
16. K C Gouda , Dines Dwivedi , Anurag Patro , Nagaraj Bhat (2014) Migration Management in Cloud Computing, International Journal of Engineering Trends and Technology (IJETT), Vol 12, number 8, ISSN: 2231-5381.
17. K C Gouda, Nagaraj Bhat  and Deepan S (2013) Artificial Intelligence of the Web through Domain Ontologies,  International Journal of Science and Research (IJSR), Vol 2, issue 8, ISSN: 2319-7064,141-144pp.
18. K C Gouda, Deepan S and Nagaraj Bhat (2013) Semantic Web Analysis, International Journal Of Advanced And Innovative Research, ISSN;2278-7844,Vol 2,Issue ,41378-1383pp.

    Book Chapters

1. Bhat, S.S., Ananth, A., Nambiar, R., Bhat, Nagaraj. (2022). Building Dataset and Deep Learning-Based Inception Model for the Character Classification of Tigalari Script. In: Shetty D., P., Shetty, S. (eds) Recent Advances in Artificial Intelligence and Data Engineering. Advances in Intelligent Systems and Computing, vol 1386. Springer, Singapore. https://doi.org/10.1007/978-981-16-3342-3_20.
2. Anjana, Aishwarya Kedlaya K, Aysha Sana, B Apoorva Bhat, Sharath Kumar, Nagaraj Bhat (2021) An efficient algorithm for predicting crop using historical data and pattern matching technique, Global Transitions Proceedings, Volume 2, Issue 2, 2021, Pages 294-298, ISSN 2666-285X, https://doi.org/10.1016/j.gltp.2021.08.060.

1. Ghaseminejad, Ali ; Bhat, Nagaraj ; Raghav, Pushpendra  ; Kumar, Mukesh ; Clement, Prabhakar (2022), Machine Learning-Driven Temporal Downscaling of Groundwater Recharge Estimates to Obtain Event-Based Response. AGU Fall Meeting 2022, held in Chicago, IL, 12-16 December 2022, id. H35H-1215.
2. C. K. K, S. D. Barma, N. Bhat, R. Girisha and K. C. Gouda, “Evaluation of ARIMA, Facebook Prophet and a boosting algorithm framework for monthly precipitation prediction of a semi-arid district of north Karnataka, India,” 2022 Fourth International Conference on Emerging Research in Electronics, Computer Science and Technology (ICERECT), Mandya, India, 2022, pp. 1-5, doi: 10.1109/ICERECT56837.2022.10059717.
3. Nagaraj Bhat, Archana Hebbar K V, Sachin Bhat, Jayalakshmi, Pooja, Harshitha D N (2020), Multilabel Spatial Image Recognition using Deep Convolutional Neural Network, proceedings of  IEEE- 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA 2020), 5-7, November 2020, ISBN 978-1-7281-6387-1.
4. Archana Hebbar KV , Nagaraj Bhat, Harshitha D N , Jayalakshmi, Pooja (2020), A Review on Land Use Land Cover Classification of Satellite Images using Deep Learning Approach (2019), ICETSE-2020, 10-11 July 2020.
5. Pradeepa Acharya, Prajwal K , Niveditha, Shilpa, Nagaraj Bhat (2020), Review On Smuggling Detection And Prevention System For Trees In Forest Using IoT, ICETSE-2020, 10-11 July 2020.
6. Shree Vidhya. S, Swathi. G, Rachana, Shalini Timmanna Bhat and Nagaraj Bhat (2019), Monitoring and Modelling of River Flood using High Resolution Satellite Image, Proceedings of National Conference on Emerging Trends in Science and Engineering, NCETSE – 2019, 25 – 27 April, 2019.
7. Nagaraj Bhat , Nithesh Shettigar, Goutham Naik, Nandan Nayak, Nithin H A and K C Gouda(2019), Data Visualization for analysing the effect of climate change for Patna city, Proceedings of National Conference on Emerging Trends in Science and Engineering, NCETSE – 2019, 25 – 27 April, 2019.
8. Nithesh Shettigar, Goutham Naik, Nandan Nayak, Nithin H A, K C Gouda and Nagaraj Bhat (2019), Soft Computing Approach to Predict Rainfall, Proceedings of National Conference on Emerging Trends in Science and Engineering, NCETSE – 2019, 25 – 27 April, 2019.
9. Nithesh Shettigar, Goutham Naik, Nandan Nayak, Nithin H A, K C Gouda and Nagaraj Bhat (2019), A Review on methods to identify plant disease using Image Processing and ANN, Proceedings of National Conference on Emerging Trends in Science and Engineering, NCETSE – 2019, 25 – 27 April, 2019.
10. Nagaraj Bhat, Krushna Chandra Gouda(2017) A Comparative Analysis of climate change over thermal power plant using Reanalysis and Satellite data, WMO Data Assimilation Symosium, 11-15 Sep 2017, Florianópolis, Brazil.
11. Nagaraj Bhat, K C Gouda (2016) Development of an Integrated Dissemination System For Weather and Climate Informatics , Tropmet 18-21December 2016.
12. P Barik, KC Gouda, B Nagaraj, P Goswami(2015),Impact of Climate change in the Mangrove Distribution across the Indian Coast American Geophysical Union Fall Meeting, San Francisco, 14-18 December 2015.
13. Nagaraj Bhat, Sadiya Aman , Abitha J, K C Gouda, Development of a Software System for Weather Informatics (2014) International Conference on “Futuristic Innovations & Challenges to Diversity Management Emerging Technologies & Sustainability for Inclusive Industrial Growth” JNC Bangalore.
14. Shyla B, Krushna C Gouda, Lakshmikantha B P and Nagaraj Bhat (2014) Climate Change Studies over Bangalore using Multi-Source Remote Sensing Data and GIS (2014) American Geophysical Union Fall Meeting, San Francisco, 15-19 December 2014.
15. Shruti Y, Krushna C Gouda, Nageshwara Rao P P and Nagaraj Bhat (2014) Climate Change on Sugarcane Crop at Regional Scale: A Study with Remote Sensing and GIS, American Geophysical Union Fall Meeting, 15-19 December, San Francisco, 15-19 December 2014.
16. Manumohan V H, Krushna C Gouda and Nagaraj Bhat, Ashok Reddy (2014) Water Resource Assessment in KRS Reservoir Using Remote Sensing and GIS, American Geophysical Union Fall Meeting, San Francisco, 15-19 December 2014.
17. Nagaraj Bhat, K C Gouda, P Goswami, Tropical Cyclone Induced Rainfall Analysis Using Remote Sensing and GIS Modelling (2014) 12th Pan Ocean Remote Sensing Conference (PORSEC-2014), Bali, Indonesia, 4-7 November 2014.
18. Nagaraj Bhat, K C Gouda, P Goswami (2014) Monitoring and Modelling of the Climate Variability over the Western Ghats, The Climate Symposium, Darmstadt, Germany, 13-17 October 2014.
19. Nagaraj Bhat, K C Gouda and P Goswami (2014) Integration of weather forecast and GIS for the weather decision support system, WMO International Conference on Sub seasonal to Seasonal Prediction, College Park, Maryland, U.S.A, 10 – 13 February 2014.
20. Nagaraj Bhat, K C Gouda  and P Goswami (2013) Real time Monitoring and Forecasting of Cyclone Intensity and Track using NWP model and Remote Sensing Data, Proccedings of The 2013 International Conferences on Geological, Geographical, Aerospaces  and Earth Sciences (AeroEarth 2013), Jakarta, Indonesia, Dec 20-24, 2013.
21. Nagaraj Bhat, K C Gouda  and P Goswami (2013) Wind analysis of Cyclone “Neelam” using Remote Sensing, Proceedings of the 8th Asia-Pacific Conference on Wind Engineering (APCWE-VIII), CSIR SERC, Chennai, Dec 10-14, 2013.
22. Nagaraj Bhat, K C Gouda  and P Goswami (2013) Estimation of Solar Energy over India using Satellite Data, Proceedings of International conference on Environment and Energy, Colombo, Srilanka, Dec 16-17, 2013.
23. K C Gouda, Nagaraj Bhat and P Goswami (2013) High-Resolution Modelling and Remote Sensing Study of an Extreme Rainfall Event due to Cloud Burst in a Complex Terrain, Proceedings of AOGS, Brisbane, Australia, 24-28 June, 2013.
24. Nagaraj Bhat, K C Gouda (2013) Digital Image processing of Satellite Data, Proceedings of IRD India 2013, Mysore, January 27, 2013.
25. Nagaraj Bhat, K C Gouda and P Goswami (2013) Comparison of Cyclone Sandy and Neelam A Remote sensing and GIS  Study, Proceedings of GEOSPATIAL 2013, Hyderabad, Jan 22-24, 2013.
26. Nagaraj Bhat, Amoghavarsha Murthy, K C Gouda, D K Prabhuraj and B P Laxmikantha (2013) Land Use and Land Cover Change Detection of Krishna River delta using Remote Sensing Satellite Data, Proceedings of GEOSPATIAL 2013, Hyderabad, Jan 22-24, 2013.
27. Nagaraj Bhat, Reshma Bhat, K C Gouda, Amoghavarsha Murthy, D K Prabhuraj and B P Laxmikantha (2013) Changes in Estuary of the Rivers across Uttarakannada of India using Remote sensing and GIS, Proceedings of GEOSPATIAL 2013, Hyderabad, Jan 22-24, 2013.
28. K C Gouda, Nagaraj Bhat and P Goswami (2012) Distribution of Aerosol during Deewali festival  in the recent decade over India, Proceedings of AGU 2012 Fall meeting, San  Francisco, Dec 03-07, 2012.
29. K C Gouda, Nagaraj Bhat and P Goswami (2012) Analysis of Land Surface Temperature over Orissa during Summer using Satellite Data, Proceedings of Tropmet 2012, National Symposium on “Frontiers of Meteorology with special reference to the Himalaya” Organised by IMS at Dehradun, Nov. 20 – 22, 2012.
30. Nagaraj Bhat, K C Gouda, S M Sharadhi and P Goswami (2012) Inter-Comparison of Tropical Cyclone Activity in the North Indian Ocean Using Satellite and Reanalysis Data, Proceedings of national SPACE SCIENCE symposium, Organised by ISRO, Tirupati, 14-17 February 2012.
31. S M Sharadhi , K C Gouda, Nagaraj Bhat and C R Francis (2011)  Satellite Monitoring of Cyclones Over Bay of Bengal. Proceedings of national symposium on “Empowering Rural India Through Space Technology”, Organised by ISRS and ISRO, Bhopal, 9-11 Nov 2011.
32. Nagaraj Bhat, K C Gouda, S M Sharadhi and C R Francis (2011) Integration Of NWP Model & Remote Sensing Data And Applied GIS Management For Cyclone Studies, Proceedings of national symposium on “Empowering Rural India Through Space Technology”, Organised by ISRS and ISRO, Bhopal, 9-11 Nov 2011.

• Open source Geospatial Tools, Centre for Infrastructure, Sustainable Transportation and Urban Planning (CiSTUP), Indian Institute of Science, Bangalore.2010
• Application of GIS in the management of Coastal Critical Habitats organized by  ICMAM (MOES), Chennai.2012.
• Common-CUP. Organized by CSIR-CMMACS, Bangalore.2012.
• Training programme on ArcGIS 10.1, Organized by ISRI India and CSIR-4PI, Bangalore.2013
• CCAM Modelling. Organized by CSIR-CMMACS, TERI India and CSIRO Australia.2013.
• “Cipher System”, conducted by Department of ECE, MIT, Manipal, 20 – 25 July, 2015.
• “Research Methodologies & Latex” held at Mangalore Institute of Technology & Engineering, Moodbidre from 19 to 21 July2016.
• “Machine Learning” at NMAMIT , Nitte, 23-28th Jan, 2017.
• “CLIMATE EXTEMES”, organized by TERI and Uni Research Climate Research School. 18-22 September 2017.
• Workshop on Data Analytics by IBM, at MUIC, Mangalore University. 22-27 July 2019.
• “Global Climate Anomalies, Teleconnections and Regional Implications” organized by Research Council Norway and TERI, 04-07 August 2019.
• AICTE Training and Learning (ATAL) Academy Online FDP on ” GIS & Remote Sensing” from 2020-10-12 to 2020-10-16 at Goa University.
• Participated in Faculty development program on Artificial Intelligence and Machine learning organized by Tequed Labs, Bengaluru,  October 28 to November 02, 2021.