Publications

William H. Aeberhard, Michael Schirmer, Basil Kraft, Etienne Fluet-Chouinard, Massimiliano Zappa, Lukas Gudmundsson (2025). Spatio-Temporal Routing Module for Data-Driven River Discharge Prediction. In preparation.
Cite Code
Basil Kraft, Steven Stalder, William H. Aeberhard, Nicolas Harrington Ruiz, Nicolai Meinshausen, Xinwei Shen, Lukas Gudmundsson (2025). Modeling uncertainty with engression: a deep generative time-series approach. Submitted to Geophysical Research Letters.
Cite
Jakob Boyd Pernov, William H. Aeberhard, Michele Volpi, Eliza Harris, Benjamin Hohermuth, Sakiko Ishino, Stephan Henne, Ulas Im, Patricia K. Quinn, Lucia M. Upchurch, Julia Schmale (2025). Data-driven modeling of environmental factors influencing Arctic methanesulfonic acid aerosol concentrations. Atmospheric Chemistry and Physics 25 (12), 6497–6537.
Cite Code DOI
Kerri M. Scolardi, Krystan A. Wilkinson, William H. Aeberhard (2025). Long-term aerial monitoring of Florida manatees, Trichechus manatus latirostris, in a diverse Gulf Coast environment. Endangered Species Research 56, 213–230.
Cite Code DOI
Basil Kraft, Michael Schirmer, William H. Aeberhard, Massimiliano Zappa, Sonia I. Seneviratne, Lukas Gudmundsson (2025). CH-RUN: A deep-learning-based spatially contiguous runoff reconstruction for Switzerland. Hydrology and Earth System Sciences 29 (4), 1061–1082.
Cite Code DOI
Jakob Boyd Pernov, Eliza Harris, Michele Volpi, Tamara Baumgartner, Benjamin Hohermuth, Stephan Henne, William H. Aeberhard, Silvia Becagli, Patricia K. Quinn, Rita Traversi, Lucia M. Upchurch, Julia Schmale (2024). Pan-Arctic Methanesulfonic Acid Aerosol: Source regions, atmospheric drivers, and future projections. npj Climate and Atmospheric Science 7 (166), 1–18.
Cite DOI
Manuel Dureuil, William H. Aeberhard, Michael Dowd, Rainer Froese, Sebastian A. Pardo, Frederick G. Whoriskey, Boris Worm (2022). Reliable growth estimation from mark–recapture tagging data in elasmobranchs. Fisheries Research 256, 106488.
Cite Code DOI
Shiva R. Iyer, Ananth Balashankar, William H. Aeberhard, Sujoy Bhattacharyya, Giuditta Rusconi, Jose Lejo, Nita Soans, Anant Sudarshan, Rohini Pande, Lakshminarayanan Subramanian (2022). Modeling fine-grained spatio-temporal pollution maps with low-cost sensors. npj Climate and Atmospheric Science 5 (76), 1–8.
Cite DOI
Atlantine Boggio-Pasqua, Kim Bassos-Hull, William H. Aeberhard, Lisa A. Hoopes, Denise A. Swider, Krystan A. Wilkinson, Manuel Dureuil (2022). Whitespotted eagle ray (Aetobatus narinari) age and growth in wild (in-situ) versus aquarium-housed (ex-situ) individuals: Implications for conservation and management. Frontiers in Marine Science 9, 1–18.
Cite Code DOI
Sebastien Biass, Susanna Jenkins, William H. Aeberhard, Pierre Delmelle, Tom Wilson (2022). Insights into the vulnerability of vegetation to tephra fallouts from interpretable machine learning and big Earth observation data. Natural Hazards and Earth System Sciences 22 (9), 2829–2855.
Cite DOI