3.2k citations
- University of AmsterdamNL30 papers
- Centre National de la Recherche ScientifiqueFR21 papers
- Duke UniversityUS12 papers
- Vrije Universiteit AmsterdamNL12 papers
- Utrecht UniversityNL11 papers
- Delft University of TechnologyNL10 papers
- ETH ZurichCH10 papers
- École Polytechnique Fédérale de LausanneCH9 papers
- Massachusetts Institute of TechnologyUS9 papers
- University College DublinIE9 papers
- Technical University of MunichDE8 papers
- Universität InnsbruckAT8 papers
16 papers · 1 filter
Kriging prior Regression: A Case for Kriging-Based Spatial Features with TabPFN in Soil Mapping
Jonas Schmidinger, Viacheslav Barkov, Sebastian Vogel +2
Machine learning and geostatistics are two fundamentally different frameworks for predicting and spatially mapping soil properties. Geostatistics leverages the spatial structure of…
Estimating Causal Effects with Observational Data: Guidelines for Agricultural and Applied Economists
Arne Henningsen, Guy Low, David Wuepper +4
Most research questions in agricultural and applied economics are of a causal nature, i.e., how one or more variables (e.g., policies, prices, the weather) affect one or more other…
Flexible metadata harvesting for ecology using large language models
Zehao Lu, Thijs L van der Plas, Parinaz Rashidi +2
Large, open datasets can accelerate ecological research, particularly by enabling researchers to develop new insights by reusing datasets from multiple sources. However, to find th…
Neural Ordinary Differential Equations for Learning and Extrapolating System Dynamics Across Bifurcations
Eva van Tegelen, George van Voorn, Ioannis Athanasiadis +1
Forecasting system behaviour near and across bifurcations is crucial for identifying potential shifts in dynamical systems. While machine learning has recently been used to learn c…
Food safety trends across Europe: insights from the 392-million-entry CompreHensive European Food Safety (CHEFS) database
Nehir Kizililsoley, Floor van Meer, Osman Mutlu +9
In the European Union, official food safety monitoring data collected by member states are submitted to the European Food Safety Authority (EFSA) and published on Zenodo. This data…
Continental-scale habitat distribution modelling with multimodal earth observation foundation models
Sara Si-Moussi, Stephan Hennekens, Sander Mucher +6
Habitats integrate the abiotic conditions, vegetation composition and structure that support biodiversity and sustain nature's contributions to people. Most habitats face mounting…