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Emergence from drought - Data and processing scripts

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Type:	Resource
Storage:	The size of this resource is 37.6 MB
Created:	Aug 28, 2025 at 10:24 p.m. (UTC)
Last updated:	Aug 29, 2025 at 4:46 a.m. (UTC)
Citation:	See how to cite this resource
Content types:	CSV Content

Sharing Status:	Private (Accessible via direct link sharing)
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Abstract

The accompanying files provide the data and processing code for the analyses and figure/table generation for the manuscript "Emergence from drought: Direct and remote observations of moisture storage deficits, plant water stress, and groundwater reveal ecohydrologic recovery" by Whiting et al.

The processing code is in the form of python notebooks, which were originally executed via Google's Colab environment.

To run the 'primary_script' as is, simply upload it to a Google drive, run it, and follow the instructions to permit the code to connect with your Google drive. If there are issues loading the data, the code can be executed by re-arranging the file paths to load in the static .CSV saved data files in the CSVs folder as pandas data frames at the appropriate locations.

The 'PML_LSTM_RANCHO' script is included, but please contact David Dralle (david.dralle@usda.gov) if you are interested in running the code as is.

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Coverage

Spatial

Coordinate System/Geographic Projection:

WGS 84 EPSG:4326

Coordinate Units:

Decimal degrees

Place/Area Name:

Rancho Venada

Longitude

-122.3428°

Latitude

39.1522°

Temporal

Start Date:
End Date:

Content

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How to Cite

Whiting, J. (2025). Emergence from drought - Data and processing scripts, HydroShare, http://www.hydroshare.org/resource/c155d38e36bb4c969bc54797876937ec

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

http://creativecommons.org/licenses/by/4.0/

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