Member Since 1994
Bart Nijssen
Chair and Professor, University of Washington Seattle
AGU Research
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Comparing Machine Learning and Physically-based Hydrology Models for Climate Risk Assessment in Mountain Basins
MACHINE LEARNING AND GENERATIVE AI FOR HYDROLOGIC AND RIVER MODELING II POSTER
hydrology | 13 december 2024
Meelisha Maharjan, Baptiste Francois, Pallav Joshi...
Recent demonstrations of hydrologic modeling using machine learning (ML), including but not limited to the Long Short Term Memory (LSTM) model, show p...
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Development of high resolution historical and future hydroclimate ensemble datasets for water resources planning in the US Pacific Northwest.
RECENT ADVANCES IN LARGE-SCALE, HIGH-RESOLUTION HYDROLOGIC AND FLOOD MODELING: ASSESSING HYDROCLIMATIC EXTREMES I ORAL
hydrology | 12 december 2024
Naoki Mizukami, Ethan D. Gutmann, Andrew W. Wood, ...
Current approaches to long-term water resources planning relies primarily on analyses based on historical hydrologic observations, supplemented with s...
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Assessment of Seasonal Forecast Skill for Agricultural Decisions.
WATER AND SOCIETY: INTERDISCIPLINARY PERSPECTIVES ON HYDROCLIMATIC FORECASTS FOR WATER RESOURCES DECISION-MAKING II ORAL
hydrology | 13 december 2023
Ashish Kondal, Mingliang Liu, Katherine Hegewisch,...
While the potential utility of seasonal climate forecasts looking out several months has been widely discussed for agricultural decisions, their pra...
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LamaH-Ice: Large-Sample Data for Hydrology and Environmental Sciences for Iceland
ADVANCING HYDROLOGICAL MODELING AND PREDICTION USING LARGE-DOMAIN METEOROLOGICAL AND HYDROLOGICAL DATA SETS AND MODELS I ORAL
hydrology | 15 december 2022
Hordur B. Helgason, Bart Nijssen
We present LamaH-Ice, a new large-sample dataset for Iceland to increase availability of cold-region hydro-climatic data. The dataset includes daily a...
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Challenges and Opportunities in Predicting Earth-Human Systems of Coastal Regions: A Review of the Puget Sound Region
INTEGRATING AND ADVANCING UNDERSTANDING OF THE IMPACTS OF CLIMATE CHANGE AND DISTURBANCE ON COASTAL ECOSYSTEM STRUCTURE, FUNCTION, AND DYNAMICS III ORAL
global environmental change | 15 december 2022
Ning Sun, Nathalie Voisin, Deborah Rose, Daniel Br...
Coastal regions are dynamic interfaces that often feature high populations, complex infrastructure, and tight connections between biological productiv...
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Mapping the Drought Nexus: Characterizing How Different Drought Metrics Observe Impacts in the Columbia River Basin
HYDROMETEOROLOGIC EXTREMES: PREDICTION, SIMULATION, AND CHANGE VI POSTER
hydrology | 15 december 2022
Adi Stein, Katherine Hegewisch, Bart Nijssen, John...
Drought definitions and drought metrics come in many different forms and it is not always clear which definition or metric is most useful for describi...
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A new process-oriented ensemble hydrological prediction system for flood prediction and water management in the US Pacific Northwest
ADVANCING LAND SURFACE MODELS FOR HYDROLOGICAL AND ENVIRONMENTAL APPLICATIONS I ORAL
hydrology | 12 december 2022
Andrew W. Wood, Josh Sturtevant, Chris Frans, Naok...
Water-related applications and decision for flood forecasting and seasonal water management commonly relies on hydrologic modeling and forecasting tha...
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Community Workflows to Advance Reproducibility in Hydrologic Modeling: Separating Model‐Agnostic and Model‐Specific Configuration Steps in Applications of Large‐Domain Hydrologic Models
WATER RESOURCES RESEARCH
28 november 2022
Wouter Knoben, Martyn P. Clark, Jerad Bales, Andre...
Despite the proliferation of computer‐based research on hydrology and water resources, such research is typically poorly reproducible. Publis...