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add environmental sustainability section (#247)
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michelemartone committed Apr 10, 2024
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46 changes: 46 additions & 0 deletions bibliography.bib
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Expand Up @@ -4782,6 +4782,32 @@ @article{Henriksen2016
keywords = {Re-identification, Anonymisation, Anonymization, Systematic literature review},
}

@article{Richardson2023,
author = {Katherine Richardson and Will Steffen and Wolfgang Lucht and Jørgen Bendtsen and Sarah E. Cornell and Jonathan F. Donges and Markus Drüke and Ingo Fetzer and Govindasamy Bala and Werner von Bloh and Georg Feulner and Stephanie Fiedler and Dieter Gerten and Tom Gleeson and Matthias Hofmann and Willem Huiskamp and Matti Kummu and Chinchu Mohan and David Nogués-Bravo and Stefan Petri and Miina Porkka and Stefan Rahmstorf and Sibyll Schaphoff and Kirsten Thonicke and Arne Tobian and Vili Virkki and Lan Wang-Erlandsson and Lisa Weber and Johan Rockström },
title = {Earth beyond six of nine planetary boundaries},
journal = {Science Advances},
volume = {9},
number = {37},
pages = {eadh2458},
year = {2023},
doi = {10.1126/sciadv.adh2458},
URL = {https://www.science.org/doi/abs/10.1126/sciadv.adh2458},
eprint = {https://www.science.org/doi/pdf/10.1126/sciadv.adh2458},
abstract = {This planetary boundaries framework update finds that six of the nine boundaries are transgressed, suggesting that Earth is now well outside of the safe operating space for humanity. Ocean acidification is close to being breached, while aerosol loading regionally exceeds the boundary. Stratospheric ozone levels have slightly recovered. The transgression level has increased for all boundaries earlier identified as overstepped. As primary production drives Earth system biosphere functions, human appropriation of net primary production is proposed as a control variable for functional biosphere integrity. This boundary is also transgressed. Earth system modeling of different levels of the transgression of the climate and land system change boundaries illustrates that these anthropogenic impacts on Earth system must be considered in a systemic context. Transgression of planetary boundaries by human activities have now brought humanity well beyond a “safe operating space.”}}

@article{Sills2019,
author = {Jennifer Sills and Gregor Hagedorn and Peter Kalmus and Michael Mann and Sara Vicca and Joke Van den Berge and Jean-Pascal van Ypersele and Dominique Bourg and Jan Rotmans and Roope Kaaronen and Stefan Rahmstorf and Helga Kromp-Kolb and Gottfried Kirchengast and Reto Knutti and Sonia I. Seneviratne and Philippe Thalmann and Raven Cretney and Alison Green and Kevin Anderson and Martin Hedberg and Douglas Nilsson and Amita Kuttner and Katharine Hayhoe },
title = {Concerns of young protesters are justified},
journal = {Science},
volume = {364},
number = {6436},
pages = {139-140},
year = {2019},
doi = {10.1126/science.aax3807},
URL = {https://www.science.org/doi/abs/10.1126/science.aax3807},
eprint = {https://www.science.org/doi/pdf/10.1126/science.aax3807}
}

@online{SURESOFTLink,
organization = {TU Braunschweig, FAU Erlangen-N{\"u}rnberg},
title = {SureSoft},
Expand Down Expand Up @@ -4809,6 +4835,15 @@ @book{swebok_2014
month = jan,
}

@article{Sutter2005,
title = {The Free Lunch Is Over},
urldate = {2024-04-10},
author = {Sutter, Herb},
month = dec,
year = {2003},
url = {http://www.gotw.ca/publications/concurrency-ddj.htm},
}

@article{Sweeney2002,
title = {{k}-Anonymity: A Model For Protecting Privacy},
volume = {10},
Expand Down Expand Up @@ -4907,6 +4942,17 @@ @InProceedings{Trockman2018
venue = {Gothenburg, Sweden},
}

@TechReport{IEA2024,
author = {{International Energy Agency (IEA)}},
title = {Electricity 2024},
institution = {IEA},
year = {2024},
type = {Report},
month = jan,
url = {https://www.iea.org/reports/electricity-2024},
address = {Paris, France},
}

@TechReport{UNESCO2019,
author = {{UNESCO's General Conference}},
title = {Recommendation on Open Educational Resources ({OER})},
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12 changes: 12 additions & 0 deletions competencies.md
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Expand Up @@ -365,6 +365,17 @@ and therefore need to be able to make a value-based judgement on topics
such as open science, path dependence, and vendor lock-in.


### Addressing environmental sustainability within planetary limits

The last two decades saw the limits in the attainable miniaturization of transistor technology approaching, and top chip clock frequency mostly settled. [@Sutter2005]
Nevertheless, the perception in the popular culture remains fairly unaware of that, and a misleading belief into limitless growth of computing capabilities (storage, computing power, transmission speed) is still widespread.
A practical consequence of this is an ever-growing demand of resources to cover the expanded need for storage and processing, with no clear deceleration in sight (e.g. the IEA estimates a doubling in data centres energy consumption from 2024 to 2026 [@IEA2024]).
At the same time, current science is well aware of several planetary boundaries being trespassed consequently to human activities [@Richardson2023], with this (computation and information) accounting for a non negligible fraction [@IEA2024].
A reorientation of consumption into sustainable rates is being strived with great difficulty, despite repeated appeals from the sectors of society most knowledgeable on the matter [@Sills2019].
In this scenario, RSEs have a responsibility, for instance when choosing computationally adequate approaches (e.g. recognizing where a well-proved statistical method may do well instead of a power-hungry AI model, or configuring a test pipeline to minimize redundancy), and embracing data frugality measures (e.g. recognizing sufficient resolutions when sampling data for processing or storage),
If past computational solutions were frugal because of technological limits, future ones should tend to that by virtue of an awareness of what adequate solutions may be.
To be helpful in these regards, RSEs may need basic skills in extrapolating energy, storage, and computational needs, resorting to expert knowledge for the details, and within regulatory frameworks yet to come.

### Emerging challenges

RSEs often operate at the cutting edge of technological development
Expand Down Expand Up @@ -1301,6 +1312,7 @@ Heidi Seibold, Jeremy Cohen, Florian Goth, Renato Alves, Jan Philipp Thiele,
Jan Linxweiler, Jean-Noël Grad, and Samantha Wittke contributed the initial draft.
Florian Goth supervised the project and did the project administration.
Jean-Noël Grad conceived and implemented the software tooling.
Michele Martone wrote the first draft of the environmental sustainability section.
Everybody contributed to the final review and editing.

\appendix
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