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  3. Streamflow Predictions (2006-2014) from LSTM Models in Water- and Energy-limited Regions in the United States

Streamflow Predictions (2006-2014) from LSTM Models in Water- and Energy-limited Regions in the United States

Dates

Publication Date
Start Date
2006-02-24
End Date
2014-09-30

Citation

Khand, K.B., and Senay, G.B., 2024, Streamflow Predictions (2006-2014) from LSTM Models in Water- and Energy-limited Regions in the United States: U.S. Geological Survey data release, https://doi.org/10.5066/P136FIVW.

Summary

The data set includes the daily streamflow predictions from (Long Short-Term Memory) LSTM models for 45 basins (27 basins in New England region and 18 basins in Great Basin region) in contrasting hydroclimate regions (water-limited Great Basin region and energy-limited New England region) in the United States. Also, the shapefiles of study basins and hydroclimate regions, and data to support the statistical results, figures, and tables are included.

Contacts

Point of Contact :
Kul Bikram Khand
Originator :
Kul Bikram Khand, Gabriel B Senay
Metadata Contact :
Kul Bikram Khand
Publisher :
U.S. Geological Survey
SDC Data Owner :
Earth Resources Observation and Science (EROS) Center
USGS Mission Area :
Core Science Systems
Distributor :
U.S. Geological Survey - ScienceBase

Attached Files

Click on title to download individual files attached to this item.

metadata_all.xml
“metadata”
Original FGDC Metadata
View 		31.14 KB application/fgdc+xml
data for figures and tables.xlsx
“data for figures and tables” 		2.2 MB application/vnd.openxmlformats-officedocument.spreadsheetml.sheet
streamflow predictions.csv
“streamflow predictions” 		36.84 MB text/csv
study basins and regions.zip
“study basins and regions” 		5.17 MB application/zip

Purpose

To provide the daily streamflow predictions from LSTM models for 45 basins, shapefiles for study basins and regions, and data to support statistical results, figures and tables.

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ScienceBase WMS

Communities

  • Earth Resources Observation and Science Center (EROS)
  • USGS Data Release Products

Tags

Provenance

USGS EROS Center

Additional Information

Identifiers

Type Scheme Key
DOI https://www.sciencebase.gov/vocab/category/item/identifier doi:10.5066/P136FIVW

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