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View article: On the advancing frontier of deep learning in hydrology:  a hydrologic applications perspective
On the advancing frontier of deep learning in hydrology:  a hydrologic applications perspective Open
In the last decade, the realization that certain deep learning (DL) architectures are particularly well-suited to the simulation and prediction of hydrologic systems and their characteristic memory-influenced dynamics has led to remarkable…
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View article: NOAA's National Water Model: Advancing operational hydrology through continental‐scale modeling
NOAA's National Water Model: Advancing operational hydrology through continental‐scale modeling Open
The National Weather Service (NWS) Office of Water Prediction (OWP), in conjunction with the National Center for Atmospheric Research and the NWS National Centers for Environmental Prediction (NCEP) implemented version 2.1 of the National …
View article: Insights from a comparison of two hydrological modelling approaches in the Kwando (Cuando) River and the western tributaries of the Zambezi River basin
Insights from a comparison of two hydrological modelling approaches in the Kwando (Cuando) River and the western tributaries of the Zambezi River basin Open
Study Region: The Kwando (Cuando) River and the western headwaters of the Zambezi River, which are data-scarce basins of southern Africa. Study Focus: A comparative analysis of the performance of two fundamentally different hydrological mo…
View article: Improving Data-Driven Flow Forecasting in Large Basins using Machine Learning to Route Flows
Improving Data-Driven Flow Forecasting in Large Basins using Machine Learning to Route Flows Open
Producing accurate hourly streamflow forecasts in large basins is difficult without a distributed model to represent both streamflow routing through the river network and the spatial heterogeneity of land and weather conditions. HydroForec…
View article: Evaluation of a new observationally based channel parameterization for the National Water Model
Evaluation of a new observationally based channel parameterization for the National Water Model Open
Accurate representation of channel properties is important for forecasting in hydrologic models, as it affects the height, celerity, and attenuation of flood waves. Yet, considerable uncertainty in the parameterization of channel geometry …
View article: Comment on hess-2021-552
Comment on hess-2021-552 Open
Accurate representation of channel properties is important for forecasting in hydrologic models, as it affects height, celerity, and attenuation of flood waves. Yet, considerable uncertainty in the parameterization of channel geometry and …
View article: Rumble on the River: Analyzing Model Performance in a Year-Long, Live Streamflow Forecasting Competition
Rumble on the River: Analyzing Model Performance in a Year-Long, Live Streamflow Forecasting Competition Open
<p>Accurate streamflow forecasts equip water managers to adapt to changing flow regimes and constraints, increase water supply reliability, reduce flood risk, and maximize revenue. Over the 2021 water year, the Upstream Tech team too…
View article: GLOBathy, the global lakes bathymetry dataset
GLOBathy, the global lakes bathymetry dataset Open
Waterbodies (natural lakes and reservoirs) are a critical part of a watershed’s ecological and hydrological balance, and in many cases dictate the downstream river flows either through natural attenuation or through managed controls. Inves…
View article: GLOBathy Waterbodies Maximum Depth and Geophysical Parameters
GLOBathy Waterbodies Maximum Depth and Geophysical Parameters Open
This zip file includes spreadsheets that provide estimations of maximum depth, as well as other related geophysical information for each waterbody in the dataset.
View article: GLOBathy Waterbodies head-Area-Volume Relationships
GLOBathy Waterbodies head-Area-Volume Relationships Open
This file provides estimations of head-Area-Volume (h-A-V) relationships in form of polynomial functions A=f(h) and V=f(h), derived from the bathymetric maps of each waterbody in the Network Common Data Form (NetCDF) format.
View article: GLOBathy Bathymetry Rasters
GLOBathy Bathymetry Rasters Open
Raster files of the GLOBathy bathymetric maps in Tagged Image File Format (TIFF) format for each individual waterbody in 1 arc-second resolution and in the WGS84 projection system.
View article: Evaluation of a New Observationally Based Channel Parameterization for the National Water Model
Evaluation of a New Observationally Based Channel Parameterization for the National Water Model Open
Accurate representation of channel properties is important for forecasting in hydrologic models, as it affects height, celerity, and attenuation of flood waves. Yet, considerable uncertainty in the parameterization of channel geometry and …
View article: Edge-of-field runoff prediction by a hybrid modeling approach using causal inference
Edge-of-field runoff prediction by a hybrid modeling approach using causal inference Open
Unforeseen runoff events cause nutrient losses that affect crop production, revenue, and contribute to deteriorated water quality, leading to harmful algal blooms and hypoxia in receiving water bodies in the Great Lakes region. To mitigate…
View article: Knowledge-Guided Machine Learning (KGML) Platform to Predict Integrated Water Cycle and Associated extremes
Knowledge-Guided Machine Learning (KGML) Platform to Predict Integrated Water Cycle and Associated extremes Open
Focal Area(s): Predictive modeling through the use of AI techniques and insight gleaned from complex data (both observed and simulated). Science Challenge: Although advanced predictive capabilities of the water cycle are critical to addres…
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View article: General Assessment of the Operational Utility of National Water Model Reservoir Inflows for the Bureau of Reclamation Facilities
General Assessment of the Operational Utility of National Water Model Reservoir Inflows for the Bureau of Reclamation Facilities Open
This work investigates the utility of the National Oceanic and Atmospheric Administration’s National Water Model (NWM) for water management operations by assessing the total inflow into a select number of reservoirs across the Central and …
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View article: General Assessment of the Operational Utility of National Water Model Reservoir Inflows for Bureau of Reclamation Facilities
General Assessment of the Operational Utility of National Water Model Reservoir Inflows for Bureau of Reclamation Facilities Open
This work investigates the utility of the National Oceanic and Atmospheric Administration’s National Water Model (NWM) for water management operations by assessing the total inflow into a select number of reservoirs across the Centra…
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View article: A Multiscale, Hydrometeorological Forecast Evaluation of National Water Model Forecasts of the May 2018 Ellicott City, Maryland, Flood
A Multiscale, Hydrometeorological Forecast Evaluation of National Water Model Forecasts of the May 2018 Ellicott City, Maryland, Flood Open
The NOAA National Water Model (NWM) became operational in August 2016, producing the first ever real-time, distributed, continuous set of hydrologic forecasts over the continental United States (CONUS). This project uses integrated hydrome…
View article: WRF-Hydro® v5.1.1
WRF-Hydro® v5.1.1 Open
Version 5.1.1 of the Community WRF-Hydro® source code is consistent with the NOAA National Water Model (NWM) v2.0 code in operations plus the following additions and fixes: Lakes in the NCAR reach configuration: When running the NCAR Reach…
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