Ecology and environment

Publication

China’s net-zero budget

Zhu Liu, Piyu Ke, Zhu Deng, Philippe Ciais, Robbie Andrew, Ana Bastos, Yan Bai, Josep G. Canadell, Dabo Guan, Xinyu Dou, Steven J. Davis, Fangfang Dai, Pierre Friedlingstein, Xiaoting Huang, Yifan Hu, Robert B. Jackson, Greet Janssens-Maenhout, Matthew W. Jones, Daniel M. Kammen, Yun Li, Tao Li, Shunlin Liang, Laibao Liu, Benjamin Poulter, Glen P. Peters, Stephen Sitch, Lixin Wang, Wei Wei, Fengming Xi, Xiaofan Gui, Jiang Bian, Yuan Wang, Jinjun Xue, Jinyue Yan, Xu Yue, Ning Zhang, Xian Zhang, Xiaoling Zhang, Yonglong Lu, Hans Joachim Schellnhuber, Xiaoye Zhang, Minhan Dai, Pengfeng Gong, Kebin He, Guangqian Wang

Nature Reviews Earth & Environment | May 2026

Publication

Carbon-Aware Compute–Power Scheduling for AI Data Centers with Microgrid Prosumer Operations

Jue Zhang, Gaoyuan Du, Qianyi Sun, Shiqi Wang, Jiaxuan Li, Xianhe Sun

May 2026

Publication

climt-paraformer: Stable Emulation of Convective Parameterization using a Temporal Memory-aware Transformer

Shuochen Wang, Nishant Yadav, J. Monteiro, A. Ganguly

April 2026

Publication

From real-world trajectory-level pre-crash data to driving behavior modeling: An inverse reinforcement learning framework based on ghost-probe scenarios

Jiang Bian, Helai Huang, Zhiyuan Wei, Hanchu Zhou, Min Liu, Gui Gui, Rui Zhou

Travel Behaviour and Society | April 2026

Publication

Sims: An Interactive Tool for Geospatial Matching and Clustering

Akram Zaytar, Girmaw Abebe Tadesse, Caleb Robinson, Eduardo G Bendito, Medha Devare, Meklit Chernet, Gilles Quentin Hacheme, Rahul Dodhia, Juan M. Lavista Ferres

PLOS One | April 2026

Project Project Project

Publication

GeoAI Agency Primitives

Akram Zaytar, Rohan Sawahn, Caleb Robinson, Gilles Quentin Hacheme, Girmaw Abebe Tadesse, I. Becker-Reshef, Rahul Dodhia, Juan M. Lavista Ferres

April 2026

Publication

Role of Plant Nanotechnology in Water Pollution

Harshita Sharma

Progress in the Environmental and Ecological Impact of Nanobiotechnology in Plant System | Published by Spinger Nature | 2026

Publication

Machine Learning for Sustainable Rice Production: Region-Scale Monitoring of Water-Saving Practices in Punjab, India

Ando Shah, Rajveer Singh, Akram Zaytar, Girmaw Abebe Tadesse, Caleb Robinson, Negar Tafti, Stephen A. Wood, Rahul Dodhia, Juan M. Lavista Ferres

AAAI Conference on Artificial Intelligence (AAAI-26) | March 2026

Project

Publication

Mirror in the Sky: Democratizing Continent-Scale IoT Connectivity via Amateur Satellites

Jacqueline M. Schellberg, S. Jog, Vaishnavi Ranganathan, Krishna Chintalapudi, B. Priyantha, Bhuvana Krishnaswamy

Proceedings of the 27th International Workshop on Mobile Computing Systems and Applications | February 2026

Publication

SatExt: Generative AI framework for Spatio-Spectral Satellite Unification and Beyond

Nazish Naeem, Peder Olsen, Vaishnavi Ranganathan

Proceedings of the 27th International Workshop on Mobile Computing Systems and Applications | February 2026

Project FarmVibes | Research for Industry

Bioacoustics: Leveraging AI to process audio recordings of diverse species

Geospatial Machine Learning

Advance sustainability initiative | AI For Good Lab

China’s net-zero budget

Carbon-Aware Compute–Power Scheduling for AI Data Centers with Microgrid Prosumer Operations

climt-paraformer: Stable Emulation of Convective Parameterization using a Temporal Memory-aware Transformer

From real-world trajectory-level pre-crash data to driving behavior modeling: An inverse reinforcement learning framework based on ghost-probe scenarios

Sims: An Interactive Tool for Geospatial Matching and Clustering

GeoAI Agency Primitives

Role of Plant Nanotechnology in Water Pollution

Machine Learning for Sustainable Rice Production: Region-Scale Monitoring of Water-Saving Practices in Punjab, India

Mirror in the Sky: Democratizing Continent-Scale IoT Connectivity via Amateur Satellites

SatExt: Generative AI framework for Spatio-Spectral Satellite Unification and Beyond

Ecology and environment

Highlights