skill sharing: how to pre-process and visualize data
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Skill Sharing:How to pre-process and visualize data
GLEON Fellowship WorkshopJanuary 14-18, 2013
Sunapee, NHAline Jaimes
Source: Missouri Botanical Garden
Source: Jornada experimental range
Application to data
• Use eddy covariance data from my research station in New Mexico.
Application to data
Main challengesTo integrate 3 data tables sampled at different frequencies
10Hz – flux data30min – meteorological data1min – soil data
• This script is an example of how to pre-process and visualize data to assess data quality.
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.
Data visualization• 2D and scatterplot Colormaps
DOY
Tim
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