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Responsible use of artificial intelligence | Nature Geoscience

The document discusses responsible use of AI and large language models in geoscience publishing, emphasizing disclosure, accountability, and a traffic-light risk framework to maintain scientific integrity in manuscript preparation and review.

[2611.16356] DIAGNO: Diagonal Spherical Neural Operators for Heterogeneous Earth Dynamics Modeling

DIAGNO is a spherical neural operator that models interactions between spectral modes to represent heterogeneous Earth dynamics. Tests on simulated fluids and atmosphere and ocean data report strong multi-step forecasts, anomaly fidelity, and physical consistency.

TGS CEO: AI and advanced imaging are reshaping offshore exploration | Offshore Magazine

TGS CEO Johansen says offshore exploration remains supported by energy security and declining production, while better imaging and data tools help companies target higher-quality prospects. AI can speed analysis, but geoscientists remain responsible for assessing geology, uncertainty and investment risk.

Pioneers Across Europe Deploy NVIDIA Earth-2 Open Models to Power Weather and Climate Prediction | NVIDIA Blog

NVIDIA introduces Earth-2, a suite of open weather AI models and tools, with StormScope EU for short-term European forecasts and demonstrations at GTC Berlin. The platform supports customizable workflows, real-time data via Earthmover map tiles, and applications across energy, transport, insurance, and environmental research, featuring partner case studies from AXA, Vaisala, Manchester, TotalEnergies, and Space42.

DeepMind Opens Weather AI Datasets for Climate Research

Google DeepMind released open datasets of ground-based rainfall measurements and geostationary satellite imagery for weather and climate research. The data, accompanying tools, and open licenses are intended to make AI weather-model training more accessible for research and commercial use.

Machine Learning Helps Improve How Earth System Models Represent Groundwater

Machine learning is used to calibrate the E3SM Land Model to better simulate groundwater depth, especially at 1–5 m depth; gains in GWTD do not always translate to improvements in related hydrologic variables, highlighting the need for multi-variable and coupled model calibration.

Machine learning predicts high-speed train ground vibration in seconds

A neural network model, trained on semi-analytical simulations and field data, predicts ground vibration from high-speed trains crossing elevated tracks with good agreement to measurements; the approach speeds up predictions compared with full numerical models, using a compact 4-10-1 network and a hybrid dataset across varied soil, bearing stiffness, and train speeds.

New Era in Earthquake Regulation! Which Rules Will Change in 2027? - Latest Ankara News

Translated title. Original: Deprem Yönetmeliğinde Yeni Dönem! 2027'de Hangi Kurallar Değişecek? - Son Dakika Ankara Haberleri

Turkey's Seismic Regulation governs how new buildings must be designed for earthquakes and how existing structures should be assessed and strengthened. The 2017-2019 regulation's scope and the 2027 changes require official clarification, with impact on construction, owners, and residents awaiting formal details.

ASCII.jp: Climate Tech 10: With IPOs and Google on the tailwind, Ferbo expands geothermal energy

Translated title. Original: ASCII.jp：気候テック10：IPOとグーグルを追い風に、地熱を広げるファーボ

Ferbo Energy in the US is expanding enhanced geothermal power, funded by a $2.2 billion IPO and a Google power contract, with broader tech media coverage and sponsorship present.

Frightening Earthquake in Adana! - URFAHABERLER.COM - JOURNALISM IS OUR BUSINESS

Translated title. Original: Adana’da Korkutan Deprem! - URFAHABERLER.COM - HABERCİLİK BİZİM İŞİMİZ

AFAD reported a magnitude 4.6 earthquake at a depth of 15.35 kilometers in Kozan, Adana, at 15:28. Residents in nearby districts also felt the shaking.