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EMMALAB v. 1.0: Software for improved endmember mixing analysis


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Created: Nov 29, 2023 at 9:53 p.m.
Last updated: Jan 08, 2024 at 9:10 p.m.
DOI: 10.4211/hs.58b0f961c81a41939415526c8ad78d33
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Sharing Status: Published
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Abstract

Quantifying water sources to rivers and streams is critical for managing water resources globally. Endmember mixing analysis (EMMA) is a commonly applied method to water sources to streams that uses tracers for hydrograph separation. Most EMMA applications follow similar methods, but several choices must be made such as selecting tracers, endmembers, and stream locations for mixing. With no standardized EMMA approach, these choices may be made subjectively with little regard for resulting errors. We created an open-source software program called EMMALAB, developed in Matlab App Designer, to simplify and standardize the workflow associated with EMMA. EMMALAB guides the user through a uniform process to visualize and select endmembers via principal components analysis, calculate the fractional contribution of each endmember, and calculate errors in the mixing analysis. The files in this HydroShare resource include: EMMALAB v1.0 installers for Mac and PC, a data template, and example dataset from the Provo River, and the transcript for a YouTube video that provides instructions for using the software. The Provo River dataset is the example data used in the training video.

Subject Keywords

Coverage

Spatial

Coordinate System/Geographic Projection:
WGS 84 EPSG:4326
Coordinate Units:
Decimal degrees
North Latitude
40.7693°
East Longitude
-110.7126°
South Latitude
40.3938°
West Longitude
-111.5421°

Content

Credits

Funding Agencies

This resource was created using funding from the following sources:
Agency Name Award Title Award Number
National Science Foundation Dust in the Critical Zone from the Great Basin to the Rocky Mountains EAR-2012093
National Science Foundation A machine-learning approach to quantitative phase analysis of whole rocks and sediments EAR-2005432

How to Cite

Thompson, A. N., B. R. Bickmore, E. J. Evans, G. T. Carling (2024). EMMALAB v. 1.0: Software for improved endmember mixing analysis, HydroShare, https://doi.org/10.4211/hs.58b0f961c81a41939415526c8ad78d33

This resource is shared under the Creative Commons Attribution CC BY.

http://creativecommons.org/licenses/by/4.0/
CC-BY

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