Jeffrey Michael Sadler - U.S. Geological Survey

基本信息

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个人简介

I research the use of Deep Learning to model hydrologic systems.

研究兴趣

论文共 53 篇作者统计合作学者相似作者

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An Extensible Schema for Capturing Environmental Model Metadata: Implementation in the HydroShare Online Data Repository

Iman Maghami,Mohamed M. Morsy,Jeffrey M. Sadler,Jeffery S. Horsburgh,Pabitra K. Dash,Youngdon Choi, Kevin Chen, Martin Seul,Scott Black,David G. Tarboton,Jonathan L. Goodall

ENVIRONMENTAL MODELLING & SOFTWARE (2024)

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Does Polymixis Complicate Prediction of High-Frequency Dissolved Oxygen in Lakes and Reservoirs

Caleb J. Robbins,Jeffrey M. Sadler,Dennis Trolle,Anders Nielsen,Nicole D. Wagner,J. Thad Scott

LIMNOLOGY AND OCEANOGRAPHY (2024)

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MIS-ME: A Multi-modal Framework for Soil Moisture Estimation

Mohammed Rakib, Adil Aman Mohammed, D. Cole Diggins, Sumit Sharma,Jeff Michael Sadler,Tyson Ochsner,Arun Bagavathi

2024 IEEE 11th International Conference on Data Science and Advanced Analytics (DSAA)pp.1-10, (2024)

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Quantifying the Impact of Climate Change on Peak Stream Discharge for Watersheds of Varying Sizes in the Coastal Plain of Virginia

Mohamed M. Morsy,Binata Roy,Yawen Shen,Jeffrey M. Sadler,Alexander B. Chen,Faria T. Zahura,Jonathan L. Goodall

JOURNAL OF HYDROLOGIC ENGINEERINGno. 3 (2024)

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Evaluating a Process-Guided Deep Learning Approach for Predicting Dissolved Oxygen in Streams

Jeffrey M. Sadler,Lauren E. Koenig,Galen Gorski,Alice M. Carter,Robert O. Hall

HYDROLOGICAL PROCESSESno. 9 (2024)

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

Shengyu Chen,Nasrin Kalanat,Simon Topp,Jeffrey Sadler,Yiqun Xie,Zhe Jiang,Xiaowei Jia

PROCEEDINGS OF THE 32ND ACM INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, CIKM 2023pp.266-275, (2023)

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

Simon N. Topp,Janet Barclay,Jeremy Diaz,Alexander Y. Sun,Xiaowei Jia,Dan Lu,Jeffrey M. Sadler,Alison P. Appling

Water resources research（2023）

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Evaluating Deep Learning Architecture and Data Assimilation for Improving Water Temperature Forecasts at Unmonitored Locations

Jacob A. Zwart,Jeremy Diaz,Scott Hamshaw,Samantha Oliver, Jesse C. Ross,Margaux Sleckman,Alison P. Appling,Hayley Corson-Dosch,Xiaowei Jia,Jordan Read,Jeffrey Sadler, Theodore Thompson,David Watkins, Elaheh White

Frontiers in water (2023)

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Physics-guided Machine Learning from Simulated Data with Different Physical Parameters

Shengyu Chen,Nasrin Kalanat,Yiqun Xie,Sheng Li,Jacob A. Zwart,Jeffrey M. Sadler,Alison P. Appling,Samantha K. Oliver,Jordan S. Read,Xiaowei Jia

Knowledge and information systemsno. 8 (2023): 3223-3250

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

Sara P. Rimer,Abhiram Mullapudi,Sara C. Troutman,Gregory Ewing,Benjamin D. Bowes,Aaron A. Akin,Jeffrey Sadler, Ruben Kertesz,Bryant McDonnell,Luis Montestruque,Jon Hathaway,Jonathan L. Goodall, John Norton,Branko Kerkez

ENVIRONMENTAL MODELLING & SOFTWARE (2023): 105635-105635

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