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Daily Statistics for Discharge at USGS 09380000 Colorado River at Lee’s Ferry, AZ: Jupyter Notebook


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Resource type: Composite Resource
Storage: The size of this resource is 5.3 KB
Created: Nov 20, 2018 at 8:45 p.m.
Last updated: Dec 05, 2018 at 5:20 a.m.
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Sharing Status: Public
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Abstract

This resource contains a Jupyter Notebook that uses Python to access and visualize data for the USGS flow gage on the Colorado River at Lee’s Ferry, AZ (09380000). This site monitors water quantity and quality for water released from Glen Canyon Dam that then flows through the Grand Canyon. To call these services in Python, the suds-py3 package was used. Using this package, a “GetValuesObject” request, as defined by WaterOneFlow, was passed to the server using inputs for the web service url, site code, variable code, and dates of interest. For this case, 15-minute discharge from August 1, 2018 to the current date was used. The web service returned an object from which the dates and the data values were obtained, as well as the site name. The Python libraries Pandas and Matplotlib were used to manipulate and view the results. The time series data were converted to lists and then to a Pandas series object. Using the “resample” function of Pandas, values for mean, minimum, and maximum were determined on a daily basis from the 15-minute data. Using Matplotlib, a figure object was created to which Pandas series objects were added using the Pandas plot method. The daily mean, minimum, maximum, and the 15-minute flow values were added to illustrate the differences in the daily ranges of data.

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Resource Level Coverage

Spatial

Coordinate System/Geographic Projection:
WGS 84 EPSG:4326
Coordinate Units:
Decimal degrees
Place/Area Name:
Colorado River at Lee's Ferry
Longitude
-111.5871°
Latitude
36.8657°

Temporal

Start Date:
End Date:

Content

How to Cite

Jones, A. (2018). Daily Statistics for Discharge at USGS 09380000 Colorado River at Lee’s Ferry, AZ: Jupyter Notebook, HydroShare, http://www.hydroshare.org/resource/63ef4e48947c40898c56c0e2ed9c3fc5

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

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

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