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Monthly Ensemble Mean Evapotranspiration (EMET) Product for the Los Planes basin in Baja California Sur, Mexico from January 2006 through December 2021: U.S. Geological Survey Data Release

Dates

Date Collected
2023-09-07
Start Date
2006-01
End Date
2021-12
Publication Date

Citation

Petrakis, R.E., Norman, L.M., Villarreal, M.L., Senay, G., Friedrichs, M., Cassassuce, F., Gomis, F., and Nagler, P.L., 2024, Monthly Ensemble Mean Evapotranspiration (EMET) Product for the Los Planes basin in Baja California Sur, Mexico from January 2006 through December 2021: U.S. Geological Survey data release, https://doi.org/10.5066/P9ZBXG2R.

Summary

Estimates of actual evapotranspiration (ETa) are valuable for effective monitoring and management of water resources. In areas that lack a ground-based monitoring network, remote sensing allows for accurate and consistent estimates of ETa across a large spatial extent – though each algorithm has limitations (i.e., ground-based validation, temporal consistency, spatial resolution). We developed an Ensemble Mean ETa (EMET) product to incorporate advancements and reduce uncertainty among algorithms (i.e., energy-balance, optical-only), which we use to estimate vegetative water use in response to restoration practices being implemented on the ground using management interventions (i.e., fencing pastures, erosion control structures) on [...]

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Attached Files

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


“EMET Monthly Images - 2010 through 2013”
70.17 MB application/x-zip-compressed

“EMET Monthly Images - 2018 through 2021”
140.78 MB application/x-zip-compressed

“EMET Monthly Images - 2006 through 2009”
144.48 MB application/x-zip-compressed

“EMET Monthly Images - 2014 through 2017”
151.02 MB application/x-zip-compressed

“EMET Monthly Images - 2006 through 2021”
506.44 MB application/x-zip-compressed

Purpose

Actual evapotranspiration (ETa) can be difficult to quantify due to a series of factors including access to monitoring networks, availability of data sets, and consistency of data availability. This can be further complicated in locations that lack access to ground-based flux tower networks. However, several global- and continental-scale remote sensing ETa products have been developed and are available across multiple temporal and spatial scales. Remote sensing ETa products can provide more consistent availability as well as value in change detection and trends due to more continuous availability over space and time. We develop an Ensemble Mean ETa (EMET) multi-band raster stack using four input ETa data sources. This raster stack represents the mean value across the four input ETa products for all months from January 2006 (band 1) through December 2021 (band 192) at a spatial resolution of 30 m. This product can be used to show spatially explicit changes in ETa over time for the Los Planes basin in Baja California Sur, Mexico. For months where ETa data was not available for one of the input products, an ensemble mean image was not produced. The respective month is filled with a "NoData" band.

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ScienceBase WMS

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  • USGS Data Release Products

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Additional Information

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Type Scheme Key
DOI https://www.sciencebase.gov/vocab/category/item/identifier doi:10.5066/P9ZBXG2R

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