Luigi Lombardo
- Soil erosion modelling: A global review and statistical analysis
2021/03/18 by Pasquale Borrelli, Christine Alewell, Pablo Álvarez +64 · 6 citations
Agricultural and Biological Sciences · Environmental Science · Earth and Planetary Sciences · #Soil erosion and sediment transport #Hydrology and Sediment Transport Processes #Aeolian processes and effects
- Joint modeling of landslide counts and sizes using spatial marked point processes with sub-asymptotic mark distributions
2022/05/20 by Rishikesh Yadav, Raphaël Huser, Yadav, Rishikesh +5 · 3 citations
Environmental Science · Mathematics · #Applications (stat.AP) #FOS: Computer and information sciences #Landslides and related hazards #Methodology (stat.ME) #Point processes and geometric inequalities #Soil Geostatistics and Mapping
- Deep graphical regression for jointly moderate and extreme Australian wildfires
2023/08/28 by Daniela Cisneros, Cisneros, Daniela, J. Ian Richards +7 · 3 citations
Engineering · Environmental Science · #Applications (stat.AP) #FOS: Computer and information sciences #Fire Detection and Safety Systems #Fire effects on ecosystems #Landslides and related hazards #Machine Learning (stat.ML)
- Point process-based modeling of multiple debris flow landslides using INLA: an application to the 2009 Messina disaster
2017/08/10 by Luigi Lombardo, Thomas Opitz, Lombardo, Luigi +3 · 1 citation
Environmental Science · Mathematics · #Applications (stat.AP) #FOS: Computer and information sciences #Landslides and related hazards #Morphological variations and asymmetry #Soil Geostatistics and Mapping
- High-resolution Bayesian mapping of landslide hazard with unobserved trigger event
2020/06/14 by Thomas Opitz, Haakon Bakka, Opitz, Thomas +5 · 1 citation
Environmental Science · #FOS: Computer and information sciences #Landslides and related hazards #Methodology (stat.ME) #Remote Sensing in Agriculture #Soil Geostatistics and Mapping
- Understanding fatal landslides at global scales: a summary of topographic, climatic, and anthropogenic perspectives
2024/02/27 by Seçkin Fidan, Hakan Tanyaş, Abdullah Akbaş +3 · 2 citations
Engineering · Environmental Science · #Fire effects on ecosystems #Landslides and related hazards #Tree Root and Stability Studies
- A Collaborative and Scalable Geospatial Data Set for Arctic Retrogressive Thaw Slumps with Data Standards
2025/01/06 by Yili Yang, Heidi Rodenhizer, Brendan M. Rogers +21 · 1 voice · 2 citations
Earth and Planetary Sciences · #Arctic and Antarctic ice dynamics #Climate change and permafrost #Cryospheric studies and observations
- At the junction between deep learning and statistics of extremes: formalizing the landslide hazard definition
2024/01/25 by Ashok Dahal, Raphaël Huser, Dahal, Ashok +3 · 1 citation
Earth and Planetary Sciences · Environmental Science · #Applications (stat.AP) #Cryospheric studies and observations #FOS: Computer and information sciences #FOS: Physical sciences #Flood Risk Assessment and Management #Geophysics (physics.geo-ph) #Landslides and related hazards #Machine Learning (cs.LG) #Machine Learning (stat.ML)