PC
Member Since 2023
Patrick J. Clemins
Director, Research Computing and Data, Large Research Initiatives, University of Vermont
Web Editor, Science and Society Executive Committee
Professional Experience
University of Vermont
Director, Research Computing and Data, Large Research Initiatives
2012 - Present
Education
Marquette University
Doctorate
2005
Publications

Climate Change‐Legacy Phosphorus Synergy Hinders Lake Response to Aggressive Water Policy Targets
With mounting scientific evidence demonstrating adverse global climate change (GCC) impacts to water quality, water quality policies, such as the T...
May 02, 2022
AGU Abstracts
Using Interpretable Machine Learning to Reveal Processes Driving Baseflow Regimes Across CONUS
ADVANCEMENTS IN WATERSHED MODELING TO SUPPORT WATER MANAGEMENT IV POSTER
hydrology | 13 december 2024
Ryan van der Heijden, Ali Dadkhah, Amin Aghababaei...
The benefits of interpretable machine learning (ML) include understanding the complex interactions between model inputs and outputs, the reasons behin...
View Abstract
Tailoring RNN Architectures for Improved Turbidity Forecasts
ADVANCEMENTS IN WATERSHED MODELING TO SUPPORT WATER MANAGEMENT IV POSTER
hydrology | 13 december 2024
Shaurya Swami, Kristen Underwood, Donna Rizzo, Pat...
Traditional regression models often struggle with accurately forecasting water quality in complex catchment systems. Deep learning models, specificall...
View Abstract
GeoS2Py: Simplifying Advanced Sentinel-2 Data Access
ADVANCED STATISTICAL METHODS AND DEVELOPMENT OF INDICES FOR THE EARTH SCIENCES: INNOVATIONS IN CLIMATOLOGY, METEOROLOGY, AND OCEANOGRAPHY II POSTER
global environmental change | 13 december 2024
Muhammad Adil, Panagiotis D. Oikonomou, Patrick J....
Earth observation data from Sentinel-2 satellites is essential for geosciences, environmental monitoring, and land-use analysis. However, accessing an...
View Abstract
Volunteer Experience
2024 - 2026
Web Editor
Science and Society Executive Committee
Check out all of Patrick J. Clemins’s AGU Research!
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