skill sharing: how to pre-process and visualize data gleon fellowship workshop january 14-18, 2013...
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![Page 1: Skill Sharing: How to pre-process and visualize data GLEON Fellowship Workshop January 14-18, 2013 Sunapee, NH Aline Jaimes](https://reader035.vdocuments.us/reader035/viewer/2022062409/5697bffc1a28abf838cc1b85/html5/thumbnails/1.jpg)
Skill Sharing:How to pre-process and visualize data
GLEON Fellowship WorkshopJanuary 14-18, 2013
Sunapee, NHAline Jaimes
![Page 2: Skill Sharing: How to pre-process and visualize data GLEON Fellowship Workshop January 14-18, 2013 Sunapee, NH Aline Jaimes](https://reader035.vdocuments.us/reader035/viewer/2022062409/5697bffc1a28abf838cc1b85/html5/thumbnails/2.jpg)
Source: Missouri Botanical Garden
Source: Jornada experimental range
Application to data
• Use eddy covariance data from my research station in New Mexico.
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Application to data
Main challengesTo integrate 3 data tables sampled at different frequencies
10Hz – flux data30min – meteorological data1min – soil data
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• This script is an example of how to pre-process and visualize data to assess data quality.
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Skill relevance/usefulness
• Assessing quality and status of data sets is a tedious but important work towards data integration.
• Having a automated script to repeat the process will ensure consistency throughout the data set.
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Data visualization• 2D and scatterplot Colormaps
DOY
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