Research Projects

Exploring urban-climate interactions through numerical modeling and geospatial analysis

Summer Extreme Precipitation Analysis for Phoenix Metro

Ongoing Research | Arizona State University, Tempe

Active

Location: Phoenix Metropolitan Area, Arizona

Duration: 2025 - Present

Project Overview

I am currently leading the analysis of summer extreme precipitation events over the Phoenix metropolitan region, integrating observational data with high-resolution WRF simulations to understand the physical drivers of these events. This work aims to provide actionable insights for urban flood risk assessment and climate adaptation planning, supporting data-informed decision-making in rapidly growing metropolitan areas.

WRF Configuration

  • Model Version: WRF v4.7
  • Domains: 3 nested (18km → 6km → 2km)
  • Initial Conditions: ERA5 reanalysis
  • Timespan: Select periods from 2014-2024

AORC Validation

  • Dataset: AORC NOAA Datasets (1980-recent)
  • Resolution: ~30 km hourly data

Key Research Questions

  • What are the physical drivers of summer extreme precipitation events in the Phoenix metropolitan area?
  • How do urban land use changes influence the intensity and frequency of these extreme events?
  • What are the implications for urban flood risk assessment and climate adaptation planning?
  • How can WRF simulations be optimized to better represent monsoon precipitation extremes?
WRF v4.7 (BEP/BEM) ERA5 AORC Python xarray geopandas HPC/SLURM

Climate Change Impacts on Urban Flooding and Drought

Research Project | University of Illinois Urbana-Champaign, IL

Active

Focus: Assessing climate change impacts on extreme weather events and urban resilience

Key Contributions

  • Lead analysis of flood-producing storms and frontal systems using CMIP6 climate projections; assess future urban flood risk
  • Contributed to convection-permitting 4 km climate projections over North America (WRF); validated historical & mid-century simulations
  • Co-developed a novel drought severity index for Food–Energy–Water Nexus project
  • Conducted global temperature record analyses to evaluate climate thresholds (1.5°C / 2°C)

Outputs & Presentations

  • 3 manuscripts in preparation
  • 2 presentations at AGU/AMS conferences
CMIP6 WRF Modeling Climate Projections Urban Flood Risk Drought Indices

High-Impact Weather Warning System for Beas Basin

Research Project | CSIR Fourth Paradigm Institute, Bengaluru, India

Completed

Focus: Development of early warning systems for extreme weather events in Himalayan regions

Key Contributions

  • Designed and contributed to implementation of prototype warning system for high-impact events in Beas basin
  • Modeled extreme cloudburst events over the Himalayas using advanced numerical techniques
  • Delivered project outcomes at stakeholders' meetings and international conferences

Publication: Cloudburst modeling results in Theoretical and Applied Climatology

WRF Modeling Cloudburst Events Warning Systems Himalayan Cloudburst Climatology

Urban-Climate Interactions Over Indian Region

PhD Research | National Institute of Technology, Rourkela

Completed 2021

Duration: 2015 - 2021

Research Focus

Investigating how rapid urbanization affects local weather patterns and climate in Indian cities, with emphasis on:

  • Urban Heat Island (UHI) intensity and spatial patterns
  • Land use/land cover change impacts on local meteorology
  • Modifications to Thunderstorm patterns
  • Numerical modeling of urban-atmosphere interactions

Methodology

Numerical Modeling

  • WRF Model
  • High-resolution regional simulations
  • Sensitivity experiments
  • Urban parameterizations

Remote Sensing

  • Landsat TM/ETM+/OLI imagery
  • MODIS LST products
  • Land cover classification
  • Temporal change detection
WRF Modeling Remote Sensing GIS Analysis Python NCL GrADS

GIS-Based Agro-climatic Suitability Analysis

M.Tech Thesis | SRM University, Chennai

Completed 2013

Study Area: Khordha District, Odisha, India

Published Paper: View Publication

Objectives

  • Multi-criteria evaluation of agricultural land suitability
  • Spatial analysis of climate, soil, and topographic parameters
  • Crop-specific suitability mapping using GIS techniques
  • Decision support for agricultural planning

Methodology & Tools

Integrated GIS analysis combining multiple data layers including climate normals, soil properties, elevation, slope, and existing land use patterns.

ArcGIS ERDAS Imagine Multi-criteria Analysis Spatial Modeling

Research Interests

Broad areas of scientific inquiry and expertise

Urban Meteorology

Urban heat islands, urban boundary layer dynamics, land use change impacts on local climate

Numerical Weather Modeling

WRF simulations, model physics sensitivity, high-resolution regional modeling

Remote Sensing

Land cover classification, thermal remote sensing, change detection analysis

Climate Extremes

Extreme precipitation events, heat waves, monsoon variability and trends

Geoinformatics

Spatial data analysis, GIS modeling, geostatistical methods, cartography

Climate Data Analysis

Large dataset processing, climate reanalysis, statistical downscaling