Selected Conference Publications

Weather Prediction, WRF & Climate Modelling

• Kannan, S.R. (2025)
  Assessment of LULC Impact on WRF Using Radar Observations
  iRAD 2025, Mumbai

• Kannan, S.R. (2024)
  Impact of Reanalysis Datasets on Forecast of Weather Events in Odisha
  WCRP ICR6, Tokyo University

• Joshi, Y. and S. R. Kannan (2025)
  Prediction of Regional Heat Waves Using Hybrid LSTM Approach
  ASME IMECE India 2025

• Kannan, S.R. (2023)
  Precipitation Characteristics of Kal Baishakhi Thunderstorms
  EGU General Assembly, Vienna

Radar, Satellite & Rainfall Retrieval

• Sharma, A. and S. R. Kannan (2022)
  Neural Network-Based Retrieval of 3D Rainfall from Microwave Imager
  AGU Fall Meeting, USA

• Kannan, S.R. et al. (2022)
  Comparison of Ground Radar with GPM DPR during Kerala Flood
  iRAD 2022, IIT Bhubaneswar

• Mishra, D. et al. (2022)
  Rainfall Retrieval from INSAT Imager with Ground Radar Using ANN
  iRAD 2022, IIT Bhubaneswar

• Sharma, A. and S. R. Kannan (2021)
  Upscaling Ground Radar Reflectivity Using TRMM PR and ANN
  IGARSS 2021, Brussels

Machine Learning & Data-Driven Methods

• Anand, A. and S. R. Kannan (2021)
  Rain Screening Algorithm Using Machine Learning
  Intromet 2021, Kerala

• Kannan, S.R. (2023)
  Downscaling Solar Insolation Using Image Processing and Neural Networks
  ISHMT-ASTFE Conference, IIT Patna

Urban Climate & Anthropogenic Effects

• Mishra, P. and S. R. Kannan (2022)
  Atmospheric Convection due to Industrial Heat Sources
  AGU Fall Meeting, USA

• Mishra, P. and S. R. Kannan (2021)
  Anthropogenic Heat Effects on Local Weather
  InGARSS 2021, Ahmedabad

Energy Systems & Thermodynamics

• Raj, G. and S. R. Kannan (2025)
  Identification of Solar Farm Locations Based on Climate Trends
  ISHMT-ASTFE Conference, IIT Jodhpur

• Singh, P.P. and S. R. Kannan (2024)
  Solver Suite Development for Refrigeration Systems
  NCRAC 2024, IIT Madras

Foundational Contributions (Remote Sensing & Information Theory)

• Srinivasa Ramanujam, K. and V. Chandrasekar (2016)
  Information-Theoretic Approach for Radiometer–Radar Relationship
  SPIE Asia Pacific Remote Sensing

• Chandrasekar, V. et al. (2014)
  Rainfall Estimation from Spaceborne and Ground-Based Radars Using Neural Networks
  IGARSS 2014, Canada

Conference Highlights

• Contributions to AGU, EGU, IGARSS, and WCRP conferences

• Strong focus on radar–satellite data fusion and rainfall retrieval

• Applications of machine learning in weather prediction and remote sensing

• Studies on urban climate, heat waves, and energy systems