Skip to main content

Updated Probability of Streamflow Permanence (PROSPER) Model Output Layers for the Pacific Northwest region, 2004 - 2016

Dates

Publication Date
Start Date
2004-01-01
End Date
2016-12-31

Citation

Susan Wherry, Roy Sando, and Kristin L. Jaeger, 2024, Updated Probability of Streamflow Permanence (PROSPER) Model Output Layers for the Pacific Northwest region, 2004 - 2016: , https://doi.org/10.5066/P13AB8NW.

Summary

This data release contains the model inputs, outputs, and source code (written in R) for a redeveloped PRObability of Streamflow PERmanence (PROSPER) model (version 2.0) that had previously been developed for the Pacific Northwest Region (PROSPER_PNW_2), and a raster data set which shows where influential predictor values were outside the range of calibration data. The PROSPER-PNW model, a random forest model, was redeveloped in the Ranger R package using all the original model inputs consistent with PROSPER_PNW_2 to produce annual streamflow permanence probabilities for calendar years 2004-2016 at a 30-meter stream grid resolution that approximately corresponds to flowlines consistent with the National Hydrography Dataset Medium Resolution [...]

Contacts

Attached Files

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

PROSPER_RandomForest_ranger.R
“PROSPER model source code”
10.59 KB text/x-rsrc
pnw_prosper_metadata.xml
Original FGDC Metadata

View
21.23 KB application/fgdc+xml
Data_dictionary.csv
“Data dictionary defining variables”
10.65 KB text/csv
README.txt
“Instructions to run the PROSPER model”
11.89 KB text/plain
raster_nodata_values.csv
“Raster NoData values”
451 Bytes text/csv

“PROSPER model inputs”
7.65 GB application/x-zip-compressed

“PROSPER model outputs”
7.02 GB application/x-zip-compressed

“Variable suitability grids”
18.63 MB application/x-zip-compressed
Extension: SE_2004.zip
SE_2004.tif-ColorRamp.SLD 2.07 KB
SE_2004.tif 273.79 MB

Purpose

This data release was compiled to provide information on uncertainty and bias of available streamflow permanence products to inform guidelines for the use of these products.

Map

Spatial Services

ScienceBase WMS

ScienceBase WCS

Communities

  • USGS Data Release Products

Tags

Provenance

Additional Information

Identifiers

Type Scheme Key
DOI https://www.sciencebase.gov/vocab/category/item/identifier doi:10.5066/P13AB8NW
USGS_ScienceCenter https://www.sciencebase.gov/vocab/category/item/identifier Oregon Water Science Center
USGS_MissionArea https://www.sciencebase.gov/vocab/category/item/identifier Water Resources
USGS_keywords https://www.sciencebase.gov/vocab/category/item/identifier Hydrology, Water Resources

Raster Extension

files
nameSE_2004.tif
contentTypeimage/tiff
pathOnDisk__disk__45/b7/e1/45b7e157ca7dbda2960f441dbea16378e1d27a77
dateUploadedTue Aug 13 12:26:49 MDT 2024
checksum
valuedbaa8539be207e80aefafa60210a81a0
typeMD5
nameSE_2004.tif-ColorRamp.SLD
contentTypeapplication/sld+xml
pathOnDisk__disk__4b/39/97/4b3997d3542baf8a2d956f33f1cf964604b6bca7
imageWidth580
imageHeight435
dateUploadedTue Aug 13 12:27:48 MDT 2024
nameSE_2004
nativeCrsEPSG:4269
rasterTypeGeoTIFF

Item Actions

View Item as ...

Save Item as ...

View Item...