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Statistical predictions of groundwater levels and related spatial diagnostics for the Mississippi River Valley alluvial aquifer from the mmlMRVAgen1 statistical machine-learning software, GeoTIFF formatted

Dates

Start Date
1981-01-01
End Date
2022-12-31
Publication Date

Citation

Killian, C.D., and Asquith, W.H., 2024, Statistical predictions of groundwater levels and related spatial diagnostics for the Mississippi River Valley alluvial aquifer from the mmlMRVAgen1 statistical machine-learning software: U.S. Geological Survey data release, https://doi.org/10.5066/P13GGMTZ.

Summary

Results produced by the mmlMRVAgen1 software have been condensed into thirteen themes each containing a multi-banded GeoTIFF raster with 504 layers, corresponding to each month for the available years described in the metadata. The themes include the final predicted monthly water-level altitudes, in feet North American Vertical Datum of 1988 (NAVD88), for the study area (pol), which were computed by pooling through weighted-mean averaging by cell the even and odd year predictions for that month. The depth to water was predicted in feet (nhgd2w), utilizing the NHG cell altitude as the land surface datum. Model errors were evaluated using both the normal error (modnorerr) in standard deviations of feet and the polynomial quantile-density4 [...]

Contacts

Attached Files

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

pol.zip
“Predicted monthly water level altitude”
368.06 MB application/zip
pdqupr.zip
“Predicted upper bounds, PDQ4”
368.08 MB application/zip
pdqlwr.zip
“Predicted lower bounds, PDQ4”
370.9 MB application/zip
pdqerrnhg.zip
“Predicted total error, PDQ4, with NHG land-surface altitude”
385.49 MB application/zip
pdqerr.zip
“Predicted total error, PDQ4, without NHG land-surface altitude ”
387.67 MB application/zip
norupr.zip
“Predicted upper bounds, normal”
368.41 MB application/zip
norlwr.zip
“Predicted lower bounds, normal”
370.76 MB application/zip
norerrnhg.zip
“Predicted total error, normal, with NHG land-surface altitude”
385.29 MB application/zip
norerr.zip
“Predicted total error, normal, without NHG land-surface altitude ”
387.9 MB application/zip
nhgd2w.zip
“Depth to water, NHG”
365.04 MB application/zip
modtotrat.zip
“Ratio of model error to total error”
391.71 MB application/zip
modpdqerr.zip
“Ratio of model error to total error, PDQ4”
394.32 MB application/zip
modnorerr.zip
“Ratio of model error to total error, normal”
394.47 MB application/zip

Communities

  • USGS Pennsylvania Water Science Center

Provenance

Data source
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