Author

J. Roering

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Open access Sep 2026

Shallow Landslides Align With Atmospheric Rivers in Coastal Steeplands

Rapid, shallow landslides in coastal mountains are triggered by extreme precipitation, shaping topography and impacting human settlements. Using an inventory of >700 landslides mapped from satellite imagery (2009–2024) and an atmospheric river database (1981–2019), this study documents linkages between climatic drivers...

J. Roering, Eliza R. Lawrence, Ries Plescher et al. · Geophysical Research Letters · 0 citations

#machine learning Preprint Oct 2026

Towards Explainable Benchmarking for Data-driven Post-Wildfire Debris Flow Prediction

Post-wildfire debris flows (PFDFs) are destructive sediment-laden hazards triggered when intense rainfall strikes recently burned terrain, destabilizing hillslopes and threatening infrastructure, local economies, and community safety. Data-driven methods have been proposed to learn predictive patterns directly from his...

Zhi-Sheng Qi, Li Zhu, Utkarsh Sahu et al. · 0 citations

Open access Sep 2026

Fungal:bacterial biomass balance links environmental gradients to soil respiration across a forest-to-marsh transition

Soil microbes regulate whether carbon is retained in soils or returned to the atmosphere through respiration, but the extent to which microbial community characteristics improve the prediction of heterotrophic soil CO2 production beyond predictions by environmental controls remains unclear. We tested this across a topo...

Courtney E. Mathers, Lillian R. Aoki, B. Bohannan et al. · bioRxiv · 0 citations