Research Publications & Impact

Interdisciplinary research at the intersection of climate science, ecology, and artificial intelligence

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Current Research Projects (2024-2025)
Active investigations pushing the boundaries of climate science and AI applications

Climate-Driven Financial Forecasting Models

Developing predictive models to understand how global finance, GDP, wage rates, and markets evolve in a warming world. This interdisciplinary work combines atmospheric science with economic modeling to forecast climate impacts on financial systems.

Economic Modeling
Climate Finance
Predictive Analytics

Advanced YOLO-Based Species Detection

Enhancing the deep learning model that uses object detection algorithms to identify butterfly species with improved accuracy and real-time processing capabilities for field conservation work.

YOLO Detection
Computer Vision
Conservation AI

Next-Generation Climate Model Projections

Developing high-resolution climate model projections for biodiversity hotspots, integrating machine learning with traditional atmospheric modeling approaches.

Atmospheric Modeling
High-Resolution
Biodiversity

Primary Research Areas

Climate Science & Butterfly Conservation
Understanding the impacts of global warming on butterfly populations and developing conservation strategies using climate projections.

8 publications in this area

Key papers: Science 2025, Nature Ecology & Evolution 2021, PNAS 2019

Climate Science
Conservation
Population Dynamics
Migration
Machine Learning for Ecological Applications
Applying artificial intelligence and computer vision techniques to conservation and ecological research problems.

3 publications in this area

Key papers: Scientific Reports 2024, Current Opinion in Insect Science 2024

Machine Learning
Computer Vision
AI
Conservation Technology
Spatio-temporal Ecological Modeling
Developing advanced statistical and computational models to understand ecological patterns across space and time.

4 publications in this area

Key papers: International Journal of Applied Earth Observation 2022, Wildlife Research 2023

Spatio-temporal
Remote Sensing
Bayesian
Forecasting
Disease & Environmental Health
Modeling disease patterns and environmental health impacts using advanced statistical approaches.

2 publications in this area

Key papers: Ticks and Tick-borne Diseases 2021, Ecology Letters 2021

Disease Modeling
Public Health
Environmental Health
Epidemiology