Guido Kraemer @gdkrmr

Data science, Earth science, climate change, R, Julia. guido-kraemer.com Leipzig Joined June 2014

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Miguel Mahecha @MiguelDMahecha

2 years ago

@W_Lucht @KRichardsonC @JonathanDonges @SarahLizCornell Thanks for your thoughts! @gdkrmr and I answer: 1⃣ Risks are high enough, no need to overstretch. 2⃣ You also have a bar plot, just changed the coordinate system, ➡️ visually more complicated but remains a comparison. 3⃣IPCC schemes are not that nonlinear, thus readable... 🧵

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Miguel Mahecha @MiguelDMahecha

2 years ago

🔄 We suggests revising the PB concept's visual language. Maybe using a simpler graphical language helps? Discrete color scales can lead to clearer communication. Simple is better.

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Miguel Mahecha @MiguelDMahecha

2 years ago

🔍 Third, the combination of quadratic scaling and specific color coding in PB visuals might unintentionally exaggerate high-risk areas. Yet, given the quantitative nature of the last paper, they need to accurately reflect the underlying data...

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Miguel Mahecha @MiguelDMahecha

2 years ago

🎨 Second, the color gradations indicating risk levels in PB visuals are complex and non-linear. This makes interpreting the severity of boundary transgressions challenging and limiting #ScienceCommunication

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Miguel Mahecha @MiguelDMahecha

2 years ago

📊 However, @gdkrmr and I think that the figure itself needs to be improved. First, the radial bar plot used in PB visuals leads to a quadratic scaling of effect sizes, potentially distorting our perception of environmental risks. #DataVisualization

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Maximilian Söchting @m_soechting

2 years ago

🔍 Anomalies: for each parameter, you can now visualize their anomalies! Simply select the respective option in the parameter drop down.

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Maximilian Söchting @m_soechting

2 years ago

What’s new? ✂️ Paper Cubes: make your own paper cube from any selection and data set! Simply click the printer button, print out the template and cut & glue your own paper cube! High-quality paper recommended 📸

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Maximilian Söchting @m_soechting

2 years ago

Major update from #Lexcube! 🌎🔍You can now explore anomalies, ✂️make your own paper cube, and 🎁check out the new sun-induced fluorescence and specific humidity data sets at➡️lexcube.org! @CopernicusECMWF @ECMWF @CopernicusEU ⤵️🧵

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Miguel Mahecha @MiguelDMahecha

3 years ago

Questions? Feel free to DM Hannes Feilhauer, me or @gdkrmr

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Maximilian Söchting @m_soechting

3 years ago

I am excited to announce the next major release for #Lexcube, our interactive #EarthSystemDataCube 🌎 viewer. Now featuring 🎬animations, 🅰️3D axis labels, and a new #CopernicusAtmosphere data set ready to explore at lexcube.org 🧵(1/4) @CopernicusECMWF @ECMWF @ESA_EO

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Guido Kraemer @gdkrmr

3 years ago

rstats.wtf will be a mandatory read for all my future students! #RStats

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One R Package a Day @RLangPackage

3 years ago

coRanking - Calculates the co-ranking matrix to assess the quality of a dimensionality reduction. #rstats github.com/gdkrmr/coranki…

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Miguel Mahecha @MiguelDMahecha

3 years ago

Since today you can explore data cubes interactively! Congrats to @m_soechting for launching lexcube.org - an interactive #EarthSystemDataCube 🌎 viewer developed @RSC4Earth in close cooperation with #ImageAndSignalProcessingGroup @UniLeipzig. Why do we need this? 🧵