In a paper published in SCIENCE CHINA Earth Sciences, a team of researchers investigated a fine-scale lightning forecasting approach based on weather foundation models (WFMs) and proposed a dual-source data-driven forecasting framework that integrates the strengths of both WFMs and recent lightning observations to enhance predictive performance. Furthermore, a gated spatiotemporal fusion network (gSTFNet) is designed to address the challenges of cross-temporal and cross-modal fusion inherent in dual-source data integration. Experimental results demonstrate that the dual-source framework significantly improves forecasting performance compared to models trained solely on WFMs and outperforms both the ECMWF HRES lightning product and other deep-learning spatiotemporal forecasting models.

A team of scientists from Southern University of Science and Technology has published a paper highlighting the importance of human exploration in the three deeps – deep space, deep sea, and deep Earth. Their paper is published in the journal Ocean-Land-Atmosphere Research on September 11, 2025.

The lyrics of traditional Okinawan songs were found to record past climate and geological history of the Ryukyu Islands (21st-century Okinawa Prefecture, Japan), according to a new study by a University of Hawai‘i at Mānoa Earth scientist and fellow Ryukyuan music practitioners.

In a pioneering effort to enhance our understanding of carbon storage in wetland ecosystems, researchers are utilizing advanced satellite technology to estimate carbon stocks in the reed wetlands of Weishan County, China. The study, titled "Estimation of Carbon Stock in the Reed Wetland of Weishan County in China Based on Sentinel Satellite Series," is led by Prof. Jie Chen from the College of Oceanography and Ecological Science at Shanghai Ocean University in Shanghai, China, and the State Key Laboratory of Resources and Environmental Information System at the Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences (CAS) in Beijing, China. This research offers valuable insights into the carbon sequestration potential of these vital ecosystems.

Glaciers are fighting back against climate change by cooling the air that touches their surfaces. But for how long? The Pellicciotti group at the Institute of Science and Technology Austria (ISTA) has compiled and re-analyzed an unprecedented dataset of on-glacier observations worldwide. Their findings, published in Nature Climate Change, demonstrate that glaciers will likely reach the peak of their self-cooling power by the next decade before their near-surface temperatures spike up and melting accelerates.

Microscopic organisms that regulate Earth’s climate and sustain ocean ecosystems take centre stage in a new awareness campaign. Five European research organisations propose 10 October as International Coccolithophore Day, highlighting the calcite-plated plankton that drive the ocean's carbon cycle, shape the climate, and support food webs. Their plates sink to archive climate history, while European projects track how warming, acidification, and ecology affect carbon storage.