UArizonaGSICampusLivingLab / gsi-dashboard

https://viz.datascience.arizona.edu/gsi-dashboard/
MIT License
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Plot calculated variables #21

Closed Aariq closed 6 months ago

Aariq commented 9 months ago

Need to figure out what models/calculations to use and make the plots.

UArizonaCampusLivingLabforGSI commented 9 months ago

From Zentra

Plant available water (https://www.metergroup.com/en/meter-environment/measurement-insights/how-model-plant-available-water) Available water content = field capacity - plant wilting point Plant Available Water = (Volumetric Water Content - Plant Wilting Point) / Available Water Content

Evapotranspiration (https://docs.zentracloud.com/l/en/article/zlpd1t7hk2-evapotranspiration) and refenerces the Penman-Monteith equation: https://www.fao.org/3/x0490e/x0490e06.htm#chapter%202%20%20%20fao%20penman%20monteith%20equation

@MJBarrios will share example files from the output on zentra although they do not look helpful.

Aariq commented 9 months ago

If it's Penman-Monteith for ET, I'm pretty sure I have code laying around somewhere to calculate this and we have all the data we need. For plant available water, it seems like theres some guestimation to be done, right? I wonder what values they are using for field capacity and plant wilting point 🤔

Aariq commented 9 months ago

Plant available water is something @jessicaguo might be able to help with.

Aariq commented 9 months ago

What is the time resolution for the evapotranspiration? The penman() function in the SPEI package calculates ET using monthly averages of variables. Is that what we want? https://sbegueria.r-universe.dev/SPEI/doc/manual.html#Potential-evapotranspiration

Aariq commented 7 months ago

Let's use this issue to discuss what is displayed in the app. I've opened another issue in the data wrangling repo to discuss accessing the data via REST API: https://github.com/UArizonaGSICampusLivingLab/gsi-wrangling-workflow/issues/23

Aariq commented 6 months ago

New plan is to get RH instead of vapor pressure, so I can also change the vp/vpd plot to RH instead