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2 Observations: Deep learning approaches for improving prediction of daily...
<p>This data release component contains mean daily stream water temperature observations, retrieved from the USGS National Water Information System (NWIS) and used to... -
1 Site Information: Deep learning approaches for improving prediction of...
<p>This data release component contains shapefiles of river basin polygons and monitoring site locations coincident with the outlets of those basins. A table of basin... -
Metabolism estimates for 356 U.S. rivers (2007-2017): 2a. Site coordinates
This dataset provides site locations as shapefile points. The format is a shapefile for all sites combined (.shp, .shx, .dbf, and .prj files). This dataset is part of a larger... -
1 Site Information: Deep learning approaches for improving prediction of...
<p>This data release component contains shapefiles of river basin polygons and monitoring site locations coincident with the outlets of those basins. A table of basin... -
Metabolism estimates for 356 U.S. rivers (2007-2017): 1. Site data
This dataset provides site identifiers, details, and quality indicators. The format is a table with 1 row per site (tab-delimited file). This dataset is part of a larger data... -
Deep learning approaches for improving prediction of daily stream...
<p>This data release provides all data and code used in Rahmani et al. (2021b) to model stream temperature and assess results. Briefly, we modeled stream temperature at... -
Exploring the exceptional performance of a deep learning stream temperature...
<p>This data release component contains evaluation metrics used to assess the predictive performance of each stream temperature model. For further description, see the... -
National Assessment of Oil and Gas Project Bend Arch-Ft. Worth Basin...
The Total Petroleum System is used in the National Assessment Project and incorporates the Assessment Unit, which is the fundamental geologic unit used for the assessment of... -
Exploring the exceptional performance of a deep learning stream temperature...
<p>This data release provides all data and code used in Rahmani et al. (2020) to model stream temperature and assess results. Briefly, we used a subset of the USGS GAGES-... -
Exploring the exceptional performance of a deep learning stream temperature...
<p>This data release component contains evaluation metrics used to assess the predictive performance of each stream temperature model. For further description, see the... -
Metabolism estimates for 356 U.S. rivers (2007-2017): 3. Timeseries data
This dataset provides timeseries data on water quality and quantity, as collected or computed from outside sources. The format is many tables with one row per time series... -
3 Model Forcings: Deep learning approaches for improving prediction of daily...
<p>This data release component contains model inputs including river basin attributes, weather forcing data, and simulated and observed river discharge.</p> -
5 Model Predictions: Deep learning approaches for improving prediction of...
<p>This data release item contains water temperature predictions for 455 river sites across the U.S. Predictions are from the models described by Rahmani et al.... -
Exploring the exceptional performance of a deep learning stream temperature...
<p>This data release component contains water temperature predictions in 118 river catchments across the U.S. Predictions are from the four models described by Rahmani et... -
Exploring the exceptional performance of a deep learning stream temperature...
<p>This data release component contains model code and configurations for the LSTM and linear regression models used to predict stream temperature.</p> -
Exploring the exceptional performance of a deep learning stream temperature...
<p>This data release component contains model inputs including river basin attributes, weather forcing data, and simulated and observed river discharge.</p> -
Metabolism estimates for 356 U.S. rivers (2007-2017): 2a. Site coordinates
This dataset provides site locations as shapefile points. The format is a shapefile for all sites combined (.shp, .shx, .dbf, and .prj files). This dataset is part of a larger... -
National Assessment of Oil and Gas Project Anadarko Basin Province (058)...
The Total Petroleum System is used in the National Assessment Project and incorporates the Assessment Unit, which is the fundamental geologic unit used for the assessment of... -
Final Critical Habitat for the Arkansas River Shiner (Notropis girardi)
To provide the user with a general idea of areas where final critical habitat for Arkansas River Shiner (Notropis girardi) occur. The geographic extent includes New Mexico,... -
Daily surface temperature predictions for 185,549 U.S. lakes with associated...
Daily lake surface temperatures estimates for 185,549 lakes across the contiguous United States from 1980 to 2020 generated using an entity-aware long short-term memory deep...