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  3. Aquaculture and Irrigation Water Use Model (AIWUM) 2.0 input and output datasets

Aquaculture and Irrigation Water Use Model (AIWUM) 2.0 input and output datasets

Dates

Publication Date
Start Date
2014-01-01
End Date
2020-12-31

Citation

Majumdar, S., Smith, R.G., Hasan, M.F., Wilson, J.L., White, V.E., Bristow, E.L., Rigby, J.R., Kress, W.H., and Painter, J.A., 2024, Aquaculture and Irrigation Water Use Model (AIWUM) 2.0 input and output datasets, U.S. Geological Survey data release, https://doi.org/10.5066/P9CET25K.

Summary

Datasets are inputs and outputs of Aquaculture and Irrigation Water Use Model (AIWUM) 2.0. AIWUM 2.0 employs remote sensing data sets and machine learning utilizing Distributed Random Forests, an ensemble machine learning algorithm to estimate annual and monthly groundwater use for irrigation and aquaculture (2014–20) throughout this region at 1 km resolution, using annual pumping data from flowmeters in Mississippi and real-time flowmeters in Arkansas, Louisiana, Mississippi, Missouri, and Tennessee. Aquaculture and irrigation estimates contained in this data release are representative of groundwater withdrawal for six different categories: aquaculture, cotton, corn, rice, soybeans, and other crops. Model results are intended to [...]

Contacts

Point of Contact :
Vincent E White
Originator :
Sayantan Majumdar, Ryan G Smith, Md Fahim Hasan, Jordan L Wilson, Vincent E White, Emilia L Bristow, James R Rigby, Wade H Kress, Jaime A Painter
Metadata Contact :
Vincent E White, U.S. Geological Survey, Southeast Region
Publisher :
U.S. Geological Survey
Distributor :
U.S. Geological Survey - ScienceBase
SDC Data Owner :
Lower Mississippi-Gulf Water Science Center
USGS Mission Area :
Water Resources

Attached Files

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

Level_1_Metadata_inputs-outputs.xml
Original FGDC Metadata
View 		21.78 KB application/fgdc+xml
Primary Input and Output Folders Quick View Manifest.csv 4.04 KB text/csv
8.51 KB text/csv
33.48 KB text/csv
1.83 GB application/zip
5.98 GB application/zip

Purpose

This directory provides inputs and outputs for Aquaculture and Irrigation Water Use Model (AIWUM) 2.0. These are being provided to publish model results and make transparent the method of producing results. Model software including the model input file can be found at https://doi.org/10.5066/P137FIUZ.

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Communities

  • USGS Data Release Products
  • USGS Lower Mississippi-Gulf Water Science Center

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Provenance

Data source
Input directly

Additional Information

Identifiers

Type Scheme Key
DOI https://www.sciencebase.gov/vocab/category/item/identifier doi:10.5066/P9CET25K

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