Pierre Gentine
pierregentine.bsky.social
Pierre Gentine
@pierregentine.bsky.social

Professor @Columbia University, Director of @LEAPstc NSF Science and Technology Center, Working on #climate, #water and #ecology, born at 335ppm, views my own

Environmental science 61%
Geography 18%
We're hiring! We have an open search for an Assistant Professor in physics of the ocean and/or atmosphere in Columbia's Dept. of Earth and Environmental Sciences. Please circulate this information to good candidates, and apply yourself if you are one! Ad & link to apply: apply.interfolio.com/173819
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Reposted by Pierre Gentine

#MachineLearningEarth is here for you!

MLEarth brings you fully accessible research at the intersection of machine learning and earth and #EnvironmentalSciences.

Discover more from our Editor-in-Chief @pierregentine.bsky.social: ow.ly/EGG350WIQvq

#earthscience #openaccess #machinelearning

while ecosystem photosynthesis increase is less detectable based on current record length. Led by a great student Weiwei Zhan.
Humbled to have so many awesome, kind and creative scientists in my group 🙏.

Delighted to share our new paper "Reduced water loss rather than increased photosynthesis controls CO2-enhanced water-use efficiency:
www.nature.com/articles/s41... , which demonstrates the strongly detectable impact of CO2 fertilization on canopy and stomata conductance,
LinkedIn
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Reposted by Pierre Gentine

Also excited to see our work accompanied by a View & Commentary by Dr. Jürgen Knauer. We sincerely appreciate the thoughtful perspective! www.nature.com/articles/s41...
Water-use efficiency driven by water savings - Nature Ecology & Evolution
Analysis of land–atmosphere water and CO2 fluxes suggests that reduced water use by vegetation, rather than increased carbon uptake, is the driving factor behind the well-documented increase in vegeta...
www.nature.com
Interested in how plant intrinsic water-use efficiency (iWUE) responds to rising CO2? Our new paper shows that CO2-enhanced iWUE is mainly driven by reduced canopy conductance, while stimulation of ecosystem photosynthesis is less detectable given current data length. www.nature.com/articles/s41...
Reduced water loss rather than increased photosynthesis controls CO2-enhanced water-use efficiency - Nature Ecology & Evolution
A machine learning approach using long-term observations of eddy covariance finds that the increase in plant intrinsic water-use efficiency under higher CO2 levels, across diverse ecosystems, is drive...
www.nature.com

Soil moisture matters most when and where it does i.e. in transitional conditions (neither too dry nor too wet). Led by a great former postdoc Jiangong Liu, now assistant professor at Hong Kong University of Science and Technology

Excited to share our new paper "When and where soil dryness matters to ecosystem photosynthesis" www.nature.com/articles/s41..., which resolves a long-standing debate as to whether soil moisture or atmospheric dryness dominates water stress response.
When and where soil dryness matters to ecosystem photosynthesis - Nature Plants
Using a causality-guided explainable AI framework, Liu et al. show soil moisture dominates vapour pressure deficit in shaping global photosynthesis during water-limited conditions.
www.nature.com
Excited to share our new Nature Geoscience paper on how persistent Rossby waves patterns are triggering simultaneous hot-dry extremes across western Europe, Asia, and the U.S., severely reducing vegetation productivity and carbon uptake.
www.nature.com/articles/s41...
Northern ecosystem productivity reduced by Rossby-wave-driven hot–dry conditions - Nature Geoscience
Satellite observations suggest that prolonged hot–dry conditions induced by Rossby waves in the jet stream reduce ecosystem productivity, providing insights into the potential impacts of a future warm...
www.nature.com

Reposted by Pierre Gentine

Reposted by Pierre Gentine

The National Science Foundation slashed the number of graduate research fellowships awarded each year to the most promising young researchers in half. This is how we make America great? By defunding support for our best and brightest young minds? This is pure idiocy www.nature.com/articles/d41...
NSF slashes prestigious PhD fellowship awards by half
US National Science Foundation announces lowest number of Graduate Research Fellowship Programme recipients in 15 years.
www.nature.com

So delighted to share our new paper, my little Covid project brought to a whole new level by Francesco Immorlano www.pnas.org/doi/10.1073/.... We demonstrate how future projections can be refined using transfer learning (fine tuning). This refines our estimates of global warming.
PNAS
Proceedings of the National Academy of Sciences (PNAS), a peer reviewed journal of the National Academy of Sciences (NAS) - an authoritative source of high-impact, original research that broadly spans...
www.pnas.org

There had been many issues in the handling of the crisis on the Columbia campus last year and this year, yet this agreement is a first in US academic history, ending academic independence and freedom apnews.com/article/colu...
Under threat from Trump, Columbia University agrees to policy changes
Columbia University agreed to implement a host of policy changes, including overhauling its rules for protests and conducting an immediate review of its Middle Eastern studies department.
apnews.com

Reposted by Roland Séférian

www.nytimes.com/2025/03/07/n... - Columbia is being dramatically cut and I hope that the place I have called home for 15 years with many fantastic colleagues will survive this attack - it is clearly not related to antisemitism but Columbia had been defined as the number one target in academia
Trump Administration Cancels $400 Million in Federal Funds to Columbia University
The Trump administration blamed the university’s failure to protect Jewish students from harassment during protests last year over the war in Gaza.
www.nytimes.com

It is terrible that we will not actively mitigate in the US and will strongly affect our future. However the term adaptation cannot be considered a soothing term. We need both to adapt and mitigate given the long time scales in the system and time to reach net zero.
"The universities control the knowledge in our society (...) We have to agressivly attack the universities (...). Fundamental lies that feminism is liberating (...) There is wisdom in what Nixon said, the professors are the enemy "

bryanalexander.org/politics/the...

www.youtube.com/watch?v=0FR6...
J.D. Vance | The Universities are the Enemy | National Conservatism Conference II
YouTube video by National Conservatism
www.youtube.com

Reposted by Pierre Gentine

Excited to share some great collaboration on a new data assimilation framework with transformer encoding arxiv.org/pdf/2502.02884. Exciting times for data assimilation with ML
arxiv.org

Reposted by Pierre Gentine

Related to mass federal firings today: If anyone out there in private sector has a need for a highly-qualified PhD-level wildfire risk modeler (or MS/PHD-level meteorologist), available immediately, please do reach out via email or DM! (Not for me, but trying to help others out.)
WHO @who.int · Feb 11
Today is International Day of Women & Girls in Science.

Marie Curie, the first woman to win a Nobel Prize. Her contributions have left an indelible mark on the world of science & health & continue to inspire generations of scientists & innovators. 🔬 #WomenInScience #WomenInSTEM

www.statnews.com/2025/02/07/n... this will have very negative consequences on universities and research in the US. It is not clear if universities will have the capacity to survive with those cuts
NIH plans to slash support for indirect research costs, sending shockwaves through science
The NIH said Friday night that it would slash support for indirect costs on all existing and future grants to 15%
www.statnews.com

Reposted by Pierre Gentine

Reposted by Pierre Gentine

Regarding our 'Diffusion Graph Net' paper at #ICLR'25 openreview.net/forum?id=uKZ..., it's also worth mentioning that the full source code is already online github.com/tum-pbs/dgn4... , complete with notebooks, flow matching, and the full hierarchical diffusion graph net architecture 😁

Congratulations! So well deserved!

Qu’est ce qu’un keylab?

Reposted by Pierre Gentine

Zarr @zarr.dev · Jan 9
🎉 Zarr-Python 3 is here! 🎉

- Full support for Zarr v3 spec
- Chunk-sharding for more efficient data storage
- Major performance boosts with async I/O & parallel compression

💻 pip install --upgrade zarr
💻 conda install --channel conda-forge zarr

Blog post: https://buff.ly/3C3OwYw

Great opportunity for a postdoc position at NYU with a great professor Sara Shamekh at the interface between turbulence, convection and machine learning
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Reposted by Pierre Gentine

Good luck to LEMONTREE's @jianingfang.bsky.social who has just arrived at Seoul National University for his 1-month secondment with @youngryel.bsky.social! Looking forward to hearing more about their work on implementing Differentiable BESS @pierregentine.bsky.social @columbiauniversity.bsky.social

Congratulations!