Markus Reichstein
@Reichstein_BGC
Followers
3K
Following
566
Media
49
Statuses
462
Earth and Ecosystem scientist, excited about AI and hybrid modelling, TidyR enthusiast (with too little time), concerned abt. Climate Extremes and Systemic Risk
Jena
Joined July 2016
Here's ecosystem net #carbon flux average seasonal cycle on the sphere... what I really like, we see intuitively the carbon "sink" when the biosphere is sucking carbon out of the atmosphere. Thanks to @tylermorganwall @mdsumner D.Murdoch @edzerpebesma R.Hijmans #RStats
27
358
849
One of the still useful functions of X 😉 . Also looking forward to your submissions. ⬇️⬇️
Call for abstracts: #EGU25 Session on Early Warning Systems! Submit until Jan 15: https://t.co/ZVKa8CAeWH w/ @Reichstein_BGC, @ShrutiNath18, @CarinaFearnley & Dorothea Frank
0
0
8
Looking very much forward to contributing and learning! ⬇️
🌍 Exciting news! Jena is one of seven units hosting an @ELLISforEurope #SummerSchool in 2025! 📅 Sep 1-5🌿We´ll focus on "AI for Earth and Climate Sciences". https://t.co/bF7IT0HaOx Stay tuned - more infos will be shared in January!
0
1
19
Great initiative ‼️⬇️
Join us for the 1st AI4Carbon virtual workshop! 🥳 Next week Nov 7th we are discussing ML for atmospheric transport and inverse modeling (CO2, CH4,...) - with a brilliant set of speakers! Our goal is towards a community effort "AI x TransCom" >> https://t.co/muvQMFjFch
0
1
9
Thrilled to share our new collaborative paper: Towards Data-driven Discovery of Governing Equations in Geoscience. 🌍 🔬 Discover how AI can uncover new equations from vast Earth data to better understand complex geoscience processes. https://t.co/TVBYpvk37D
1
6
16
Oh yes - so true ....
To get 2 reviewers per paper at @EnvDataScience, I have to invite >20. Meanwhile, I get daily review requests I have to decline—already committed to project and tenure reviews + journal duties. So I can't blame anyone, but how do we fix this unsustainable system??? #PeerReview
0
0
3
Excited to share our new preprint on @EgUsphere: We combined deep learning 🤖 and a process-based model to simulate global water cycle processes. 🌍💧 We highlight and integrate vegetation dynamics in the model. Check it out: M. Jung, @Reichstein_BGC, M. Körner and @BasilKraft
Discussion open for comments on @EgUsphere: H2MV (v1.0): Global Physically-Constrained Deep Learning Water Cycle Model with Vegetation
0
3
7
Get ready for the start of our Webinar series where @hannah_kerner from the University of Arizona speaks on Harnessing Machine Learning & Satellite Data for Planetary-Scale Impact.🌱🚀 Moderated by @Reichstein_BGC. @AIforGood
https://t.co/WLJnHTU6r7
0
1
7
🇬🇧We have a #joboffer for a data scientist in geospatial data and/or remote sensing. 📅Apply by Aug 30: https://t.co/Nq1H4gF19z 🇩🇪Wir haben ein #Stellenangebot für eine*n Datenwissenschaftler*in für Geodaten und/oder Fernerkundung. 📅Bewerbung bis 30.8.: https://t.co/d22KWNWuIE
0
10
14
🚀Just published our new paper in @EarthsFutureEiC! 🌍 We propose how #InterpretableML can be more broadly and effectively integrated into geoscientific research, highlighting key do's and don'ts when using IML for process understanding. Check it out:
agupubs.onlinelibrary.wiley.com
We demonstrate the broader relevance of Interpretable Machine Learning (IML) to most geoscientists and underexplored opportunities for its use We describe a workflow for the effective use of IML ...
1
19
80
Reminder for a #phd project offer!👇 Researchers: @Shijie_Jiang_, Christian Reimers, @GregDuveiller, @geobrenning, Alexander Winkler and @Reichstein_BGC
📣 Calling for applicants! Apply now for a #phd position on the topic "Interpretable Machine Learning for Spatiotemporal Modeling of Land Surface Thermal Dynamics" More info: https://t.co/vSV05OMOzx Apply now: https://t.co/MIuyN9pfk2 Deadline: July 28
0
6
12
📣 Calling for applicants! Apply now for a #phd position on the topic "Adapt Generative Diffusion Models to Assess Vegetation’s Role in Extreme Weather Formation" More info: https://t.co/6wFghvEJPR Apply now: https://t.co/MIuyN9pfk2 Deadline: July 28
0
2
1
Glad that the Risk-KAN will further thrive in the new hands of @KKornhuber and @Marleen_Ruiter (so sad I could not do the hand-over in-person due to temporary illness!). Looking forward to keeping connected via a working group!
0
1
4
and very importantly the team at @MPI_BGC 🙏🙏🙏 for the fantastic "backoffice" contributions!
1
0
1
Thanks to @FutureEarth @IRDR_IPO @WCRP_climate and the WWRP @WMO for the support, my co-chairs @JanaSillmann @ARCHAEOfelix Simron Singh @UWaterloo the steering committee and all members for the great collaboration ...
1
0
1
... the participation in the EU project @Myriad_EU, fantastic webinars and @theAGU @EuroGeosciences sessions, and many more interesting contributions all fully documented at https://t.co/PNoBS8ikBk !
1
0
1
The AI for Early warning system workshops at @WCRP in Kigali, co-organized by @vitusbenson @KarenDall89 @AnticipationHub @Ellis_Unit_Jena @MadaRedCross
1
0
1
... the 2023 Herrenhausen conference on Climate crisis and systemic risks: Lessons Learned from COVID-19
1
0
1
1
0
1
... leading to the "Domino effects" commentary
nature.com
Nature - Without new models, better metrics and more investment, cascades of extreme events could derail the United Nations Sustainable Development Goals.
1
0
1