Tag climate_change

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2025-09-25

21774m Academic

Oceans have passed threshold for dangerous acidification

www.perplexity.ai/page/scientists-warn-oceans-have-pa-HyJ5qBKLS1u4ktuX0iw7Wg

The Planetary Boundaries framework, pioneered by Johan Rockström and colleagues, delineates nine biophysical processes essential for Earth's stability, defining a "safe operating space" for humanity within the Holocene-like conditions that have sustained civilization for 12,000 years. Transgressing these thresholds risks abrupt, irreversible shifts—tipping points like Amazon dieback or Gulf Stream collapse—amplifying climate chaos, biodiversity collapse, and societal disruptions.

The 2025 Planetary Health Check, a rigorous update by global scientists, reveals seven of nine boundaries now breached, with ocean acidification crossing for the first time, driven by fossil fuel emissions. This milestone underscores oceans' dual role as climate regulators and biodiversity hotspots, now under siege.

Ocean acidification deepens as absorbed CO₂ forms carbonic acid, eroding aragonite saturation (Ω)—a measure of seawater's calcium carbonate availability for shell-building. Pre-industrial Ω averaged 3.58; today's 2.84 signals 21% decline, stressing pteropods, corals, and fisheries yielding 17% of global protein. Compounded by warming-induced deoxygenation—dead zones tripling since 1950—this erodes marine food webs, threatening $2.5 trillion in annual ecosystem services. Broader breaches, like 30% human appropriation of net primary production (HANPP), signal systemic overload: nutrient runoff eutrophies waters, land conversion fragments habitats, and novel entities (plastics, PFAS) bioaccumulate, disrupting endocrine systems. Implications are dire—food insecurity, health crises, economic losses—but actionable: slashing emissions, restoring ecosystems, and enforcing treaties like Montreal Protocol analogs could reclaim resilience.

The 9 Quantified Planetary Boundaries

  • Climate Change Control Variable(s): Atmospheric CO₂ (ppm); Radiative forcing (W/m²) Safe Threshold: 350 ppm; +1.0 W/m² Current Value (2025): 423 ppm; +2.97 W/m² Status: Breached

  • Biosphere Integrity Control Variable(s): HANPP (%); Extinction rate (E/MSY) Safe Threshold: 10%; 10 E/MSY Current Value (2025): 30%; 100–1,000 E/MSY Status: Breached

  • Land System Change Control Variable(s): Forest cover (% of original) Safe Threshold: ≥75% Current Value (2025): 59% Status: Breached

  • Freshwater Change Control Variable(s): Blue water disturbance (% land); Green water disturbance (% land) Safe Threshold: ≤12.9%; ≤12.4% Current Value (2025): 22.6%; 22.0% Status: Breached

  • Biogeochemical Flows Control Variable(s): P application (Tg/yr); N fixation (Tg/yr) Safe Threshold: ≤6.2 Tg/yr; ≤62 Tg/yr Current Value (2025): 18.2 Tg/yr; 165 Tg/yr Status: Breached

  • Ocean Acidification Control Variable(s): Aragonite saturation state (Ω) Safe Threshold: ≥2.86 Ω Current Value (2025): 2.84 Ω Status: Breached

  • Atmospheric Aerosol Loading Control Variable(s): Interhemispheric AOD difference (∆AOD) Safe Threshold: ≤0.10 ∆AOD Current Value (2025): 0.063 ∆AOD Status: Safe

  • Stratospheric Ozone Depletion Control Variable(s): Ozone concentration (DU) Safe Threshold: ≥277 DU Current Value (2025): 285.7 DU Status: Safe

  • Novel Entities Control Variable(s): Synthetic chemicals without testing (%) Safe Threshold: 0% Current Value (2025): Transgressed (quantification uncertain) Status: Breached

2025-09-22

21683m Academic

AI weather models deliver faster, more accurate forecasts

www.perplexity.ai/page/ai-weather-models-deliver-fast-IaoPgQn1RZaWl82Ksik3CA

ECMF AI forecasts

AI-powered weather forecasting has reached a global turning point in 2025, driven by new models, technologies, and collaborations among technology leaders and meteorological agencies. The main technological breakthrough is the replacement of traditional physics-based numerical models with deep learning systems capable of processing vast atmospheric data rapidly and producing high-accuracy forecasts with far lower computational costs.

Prominent models include Cambridge’s Aardvark, ECMWF’s AIFS, Google DeepMind’s GraphCast and GenCast, Microsoft’s Aurora, Huawei’s Pangu-Weather, and Climavision’s Horizon AI suite. Aardvark, for instance, can issue global and local forecasts in minutes on a desktop while using just 10% of input data and outperforming the U.S. GFS system. GenCast, published by Google DeepMind, outperformed ECMWF’s own ensemble system on over 97% of targets and demonstrated specific superiority in storm tracking and prediction speed. Microsoft’s Aurora is operational at top European centers and is notable for its ability to forecast not only weather but also other Earth systems like ocean dynamics and air quality.

The main industry players are Google (DeepMind), Microsoft, Huawei, ECMWF, and Climavision, together with key university research groups like Cambridge. Tech giants have made forecasts 1,000 times more energy efficient, requiring only a fraction of supercomputer resources, which democratizes access for developing regions without large computational facilities.

AI now assimilates real-time data from satellites, radars, and ground sensors to generate forecasts almost instantly—crucial for extreme weather warnings and emergency response. Ensemble forecasting using AI, such as that from GenCast and Horizon AI, allows for hundreds of scenario simulations, improving confidence in predicting rare, high-impact events.

The impact extends to agriculture, energy, logistics, and disaster management, leading to safer societies and greater resilience in the face of climate extremes. As research integrates more physics-based knowledge, AI models are also beginning to improve rare event prediction and long-range outlooks, with expanding commercial and humanitarian applications.

2025-09-11

2149Academic

Ozone recovery will warm planet 40% more than expected

www.perplexity.ai/page/ozone-recovery-will-warm-plane-zyyHSfI5QA20BIYvFq8XRA

The recovery of Earth's ozone layer will contribute 40 percent more to global warming than scientists previously calculated, potentially undermining decades of climate protection efforts. The research, published this week in Atmospheric Chemistry and Physics, suggests that ozone's role as both atmospheric shield and greenhouse gas creates an unexpected climate challenge.

2025-03-22

2031

World's largest hydrogen reserve found in France, $92 billion jackpot

interestingengineering.com/energy/france-worlds-largest-hydrogen-deposit

2025-03-21

2025

CityApp: Climate in 60y for a city

fitzlab.shinyapps.io/cityapp
What will climate feel like in 60 years?

Shows the current analogue in 60 years for a location.