527 citations
- Medical University of ViennaAT38 papers
- Santa Fe InstituteUS38 papers
- Complexity Science HubAT17 papers
- University of ViennaAT9 papers
- University of MariborSI8 papers
- Peking UniversityCN5 papers
- Statistics AustriaAT5 papers
- Hungarian Academy of SciencesHU4 papers
- HUN-REN Research Centre for Natural SciencesHU4 papers
- University of OxfordGB4 papers
- Beihang UniversityCN3 papers
- Centre National de la Recherche ScientifiqueFR3 papers
93 papers
Marginal Data Augmentation for Efficient Bayesian Modeling of Counts and Rates with a Demographic Application
Gregor Zens, Sylvia Frühwirth-Schnatter
Count data models are ubiquitous in many fields, yet Bayesian data augmentation algorithms for such models frequently encounter challenges with Markov chain Monte Carlo efficiency.…
Deep learning four decades of human migration
Thomas Gaskin, Guy J. Abel
We present a novel and detailed dataset on origin-destination annual migration flows and stocks between 230 countries and regions, spanning the period from 1990 to the present. Our…
BioCube: A Multimodal Dataset for Biodiversity Research
Stylianos Stasinos, Martino Mensio, Elena Lazovik +1
Biodiversity research requires complete and detailed information to study ecosystem dynamics at different scales. Employing data-driven methods like Machine Learning is getting tra…
Habitable Zone and Atmosphere Retention Distance (HaZARD) Stellar-evolution-dependent loss models of secondary atmospheres
Gwenaël Van Looveren, Sudeshna Boro Saikia, Oliver Herbort +4
A major open question in exoplanet research is whether secondary atmospheres are rare around Earth-sized rocky exoplanets. In this work we determine the distance at which an Earth-…
Causal pathway from AMOC to Southern Amazon rainforest indicates stabilising interaction between two climate tipping elements
Annika Högner, Giorgia Di Capua, Jonathan F. Donges +3
Declines in resilience have been observed in several climate tipping elements over the past decades, including the Atlantic Meridional Overturning Circulation (AMOC) and the Amazon…
MERCURY: A fast and versatile multi-resolution based global emulator of compound climate hazards
Shruti Nath, Julie Carreau, Kai Kornhuber +3
High-impact climate damages are often driven by compounding climate conditions. For example, elevated heat stress conditions can arise from a combination of high humidity and tempe…