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  1. ScienceBase Catalog
  2. USGS Lower Mississippi-Gulf Water Science Center
  3. Modeled daily salinity derived from multiple machine learning methodologies for 91 salinity monitoring sites in the northern Gulf of Mexico, 1980–2021
  4. SabLa

Dates

Publication Date
Start Date
1980-01-01
End Date
2021-12-31

Citation

Myers, R.D., Asquith, W.H., Banks, S.M., and Rodgers, K.D., 2024, Modeled daily salinity derived from multiple machine learning methodologies for 91 salinity monitoring sites in the northern Gulf of Mexico, 1980–2021: U.S. Geological Survey data release, https://doi.org/10.5066/P90GZAZU.

Summary

The dataset folder entitled “SabLa” holds data structures consisting of statistical predictions of daily salinity time series for the Sabine Lake (SabLa) group, generated from the makESTUSAL software repository described by Asquith and others (2023b). The statistical methods included multiple methods of machine learning, which produced the daily salinity prediction and attendant credible uncertainties included in the data release. The geographic scope of the SabLa group includes the predictions for two locations defined using agency code and salinity site abbreviations.

Contacts

Point of Contact :
William H. Asquith, U.S. Geological Survey, SOUTHEAST REGION
Process Contact :
William H Asquith, U.S. Geological Survey, SOUTHEAST REGION
Originator :
Sarah M. Banks, William H. Asquith, Kirk D. Rodgers, Ryder D. Myers
Metadata Contact :
U.S. Geological Survey, SOUTHEAST REGION, Ryder D. Myers
Distributor :
U.S. Geological Survey - ScienceBase

Attached Files

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SabLa.xml
Original FGDC Metadata
View 		97.09 KB application/fgdc+xml
SabLa_TWDB_SAB1_EVOD_POOLED.feather.zip 2.19 MB application/zip
SabLa_TWDB_SAB1_EVOD_POOLED.txt.zip 1.56 MB application/zip
SabLa_TWDB_SAB2_EVOD_POOLED.txt.zip 1.61 MB application/zip
SabLa_TWDB_SAB2_EVOD_POOLED.feather.zip 2.18 MB application/zip
SabLa_TWDB_SAB1_cols.txt 12.87 KB text/plain
SabLa_TWDB_SAB2_cols.txt 12.87 KB text/plain

Purpose

The purpose of this dataset is to provide to the terminal output from statistical prediction of daily salinity values for the Sabine Lake group for relay to other science endeavors.

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  • USGS Lower Mississippi-Gulf Water Science Center

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