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Reproducible Reports

Our team has expertise in helping researchers in developing dynamic and automated reports that display and run code, show outputs such as figures, and includes explanatory text using tools such as Quarto, R Markdown, and Jupyter.

Relevant projects

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azmetr logo

AZMet data QA/QC

As a continuation of our Incubator project with Jeremy Weiss, we released a new version of the {azmetr} R package, which facilitates accessing AZMet data and automated QA/QC checks to alert managers to data issues.
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A map of Arizona where the standard deviation in AGB is represented by color.  There is high standard deviation in areas that roughly correspond to mountain ranges and low standard deviation in lower elevations.

Estimating Uncertainty in Carbon Stores

We are working with David More and Yang Li of the School of Natural Resources & the Environment to build an analytical pipeline characterizing uncertainty in estimates of above-ground biomass, to help stakeholders make informed decisions about which data products to use for their needs.
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AZMet QA/QC Dashboard

AZMet QA/QC Dashboard

We created a QA/QC dashboard to quickly spot potential errors in weather data collected by AZMet
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Flow chart for genopheno envo project showing relationshp among project components.

GenoPhenoEnvo

Our group curated phenotypic and meteorological data for use as part of the NSF Ideas Lab Project "Converging Genomics, Phenomics, And Environments Using Interpretable Machine Learning Models".

Team members

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Riemer headshot

Kristina Riemer

Director of Data Science
kristinariemer@arizona.edu
Pronouns:
she, her, hers
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Diaz headshot

Renata Diaz

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Guo headshot

Jessica Guo

Data Scientist
jessicaguo@arizona.edu
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Scott headshot

Eric Scott

Scientific Programmer and Educator
ericrscott@arizona.edu
Pronouns:
he, him, his
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