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Columbia River Basin calcium and pH data accessed on 2022 March 31 for dreissenid mussel risk assessments

Metadata Updated: July 6, 2024

Calcium and pH data collected at lake, reservoir, impoundment and stream site types in the Columbia River Basin. These data were downloaded from the National Water Quality Portal on 03/31/2022 and cleaned and filtered. We limited calcium data to just those values that described dissolved calcium and total calcium concentrations. We included total calcium to maximize the amount of data available for this risk assessment; dissolved and total calcium are strongly correlated since dissolved calcium is a constituent part of total calcium. We then cleaned these data by filtering to just those entries associated with water (‘ActivityMediaName’ = Water); dropping rows with ‘NA’ values; removing white spaces; removing duplicated entries; removing negative controls (e.g., field and lab blanks); removing sites associating with mining activity or mining reclamation; standardizing units (mg/L for calcium), and; removing values outside of a sensical range (e.g., 0-14 for pH). These filtering and cleaning steps reduced the number of observations from 932,239 to 567,581.

Access & Use Information

Public: This dataset is intended for public access and use. License: No license information was provided. If this work was prepared by an officer or employee of the United States government as part of that person's official duties it is considered a U.S. Government Work.

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Dates

Metadata Created Date June 1, 2023
Metadata Updated Date July 6, 2024

Metadata Source

Harvested from DOI EDI

Additional Metadata

Resource Type Dataset
Metadata Created Date June 1, 2023
Metadata Updated Date July 6, 2024
Publisher U.S. Geological Survey
Maintainer
@Id http://datainventory.doi.gov/id/dataset/5068654ebe0749f575bb93527243fdf1
Identifier USGS:63bc36b7d34e92aad3cd2b6c
Data Last Modified 20230405
Category geospatial
Public Access Level public
Bureau Code 010:12
Metadata Context https://project-open-data.cio.gov/v1.1/schema/catalog.jsonld
Metadata Catalog ID https://datainventory.doi.gov/data.json
Schema Version https://project-open-data.cio.gov/v1.1/schema
Catalog Describedby https://project-open-data.cio.gov/v1.1/schema/catalog.json
Harvest Object Id f65fda53-c76e-42de-9d9f-eeae401b1bb4
Harvest Source Id 52bfcc16-6e15-478f-809a-b1bc76f1aeda
Harvest Source Title DOI EDI
Metadata Type geospatial
Old Spatial -125.9473,40.9135,-107.9297,49.5537
Publisher Hierarchy White House > U.S. Department of the Interior > U.S. Geological Survey
Source Datajson Identifier True
Source Hash 2570490f3e906d042e0ef2964029839dee1d5997512b2f4c9f70f5da95246716
Source Schema Version 1.1
Spatial {"type": "Polygon", "coordinates": -125.9473, 40.9135, -125.9473, 49.5537, -107.9297, 49.5537, -107.9297, 40.9135, -125.9473, 40.9135}

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