List of works - Jeffrey Sadler

A cloud-based flood warning system for forecasting impacts to transportation infrastructure systems

A recipe for standards-based data sharing using open source software and low-cost electronics

scientific article published in 2016

A taxonomy for reproducible and replicable research in environmental modelling

scientific article published in December 2020

Can machine learning accelerate process understanding and decision‐relevant predictions of river water quality?

scientific article published in April 2022

Design of a metadata framework for environmental models with an example hydrologic application in HydroShare

Effect of Rain Gauge Proximity on Rainfall Estimation for Problematic Urban Coastal Watersheds in Virginia Beach, Virginia

Exploring real-time control of stormwater systems for mitigating flood risk due to sea level rise

scientific article published in April 2020

Extending HydroShare to enable hydrologic time series data as social media

scientific article published on 27 November 2015

Forecasting Groundwater Table in a Flood Prone Coastal City with Long Short-term Memory and Recurrent Neural Networks

scholarly article by Benjamin D. Bowes et al published 25 May 2019 in Water

Heterogeneous Stream-reservoir Graph Networks with Data Assimilation

Impact of Geospatial Data Enhancements for Regional-Scale 2D Hydrodynamic Flood Modeling: Case Study for the Coastal Plain of Virginia

scientific article published in April 2021

Impact of Sea-Level Rise on Roadway Flooding in the Hampton Roads Region, Virginia

Integrating scientific cyberinfrastructures to improve reproducibility in computational hydrology: Example for HydroShare and GeoTrust

scholarly article by Bakinam T. Essawy et al published July 2018 in Environmental Modelling and Software

Leveraging Open Source Software and Parallel Computing for Model Predictive Control Simulation of Urban Drainage Systems Using EPA-SWMM5 and Python

scientific article published in September 2018

Leveraging open source software and parallel computing for model predictive control of urban drainage systems using EPA-SWMM5

scientific article published in 2019

Machine learning for understanding inland water quantity, quality, and ecology

scientific article published on 5 September 2022

Meta-Transfer-Learning for Time Series Data with Extreme Events: An Application to Water Temperature Prediction

scientific article published on 21 October 2023

Multi-task deep learning of daily streamflow and water temperature

scientific article published on 21 May 2021

Near-term forecasts of stream temperature using process-guided deep learning and data assimilation

Near‐term forecasts of stream temperature using deep learning and data assimilation in support of management decisions

scientific article published on 27 December 2022

Partial Differential Equation Driven Dynamic Graph Networks for Predicting Stream Water Temperature

Physics-Guided Machine Learning from Simulation Data: An Application in Modeling Lake and River Systems

Stream Temperature Prediction in a Shifting Environment: Explaining the Influence of Deep Learning Architecture

scientific article published in April 2023

Toward open and reproducible environmental modeling by integrating online data repositories, computational environments, and model Application Programming Interfaces

scientific article published on 06 October 2020

Training Machine Learning Surrogate Models From a High‐Fidelity Physics‐Based Model: Application for Real‐Time Street‐Scale Flood Prediction in an Urban Coastal Community

scholarly article

pystorms: A simulation sandbox for the development and evaluation of stormwater control algorithms