BGI @ EGU 2026

ITS1.10/BG10.6 Machine learning and hybrid modelling for carbon cycle science, monitoring and carbon market policy
Convener: Carlos Rodriguez-Pardo | Co-conveners: Kasia Tokarska de los Santos, Amirpasha Mozaffari, Vitus Benson, Kai-Hendrik Cohrs

ITS4.24/NH13.8 Early Warning Systems (EWS): From Science to Action for Effective Disaster Risk Reduction
Convener: Kelley De Polt | Co-conveners: Timothy Tiggeloven, Md. Rezuanul Islam, Samira Pfeiffer, Robert Sakic Trogrlic

ITS4.4/CL0.11 Interdisciplinary approaches to addressing complex climate risks
Convener: Timothy Raupach | Co-conveners: Vitus Benson, Ben Newell, Jana Sillmann

BG2.4 Novel methods for bridging understanding of carbon, nitrogen, and water fluxes from leaf to continental scales
Convener: Mana Gharun | Co-conveners: Pramit Kumar Deb Burman, Luca Belelli Marchesini, Alexander J. Winkler, Kazuhito Ichii, Davide Andreatta, Inke Forbrich

BG3.11 Natural forest expansion and satellite biodiversity monitoring under global change
Convener: Matteo Garbarino | Co-conveners: Javier Pacheco-Labrador, Ulisse Gomarasca, Uta Schirpke, Nicolò Anselmetto, Arthur Bayle, Aitor Améztegui

BG3.39 Tropical Forests in Transition: Disturbance, Recovery, and Resilience
Convener: Santiago Botía | Co-conveners: Greta Dargie, Johanna Menges, Sung-Ching Lee, Félicien Meunier, Flavia Durgante, Viktor Van de Velde

BG3.7 Land use, land management, and land cover change (LULCC) and their effects on the Earth system
Convener: Gregory Duveiller | Co-conveners: Dr. Thais Rosan, Ryan Bright, Jessica Ruijsch, Julia Pongratz

BG9.7 Large-scale mapping of environmental variables by combining ground observations, remote sensing, and machine learning
Convener: Jacob Nelson | Co-conveners: Benjamin Dechant, Hanna Meyer, Alvaro Moreno

HS3.6 Explainable and hybrid machine learning for hydrology and land surface processes
Convener: Shijie Jiang | Co-conveners: Ralf Loritz, Boen Zhang, Marieke Wesselkamp, Sanika Baste