HydroDiffusion: Diffusion‐Based Probabilistic Streamflow Forecasting With a State Space Backbone
Abstract Recent advances have introduced diffusion models for probabilistic streamflow forecasting, demonstrating strong early flood‐warning skill. However, current implementations rely on Long Short‐Term Memory (LSTM) backbones and discrete‐time diffusion formulations.
Yihan Wang +4 more
wiley +1 more source
Caravan-Qual: A global scale integration of stream water quality observations into a large-sample hydrology dataset. [PDF]
Jones ER, Kratzert F, van Vliet MTH.
europepmc +1 more source
Abstract Scaling relationships for residential water consumption are crucial for transferring knowledge across spatial units and for developing predictive models that generalize beyond the observed data, key to the efficient and resilient management of urban water systems.
A. Cozzolino +3 more
wiley +1 more source
Grain size and sediment storage explain why postfire debris flows are absent in some mountainous landscapes. [PDF]
Richardson PW, Cavagnaro DB, Lindsay DN.
europepmc +1 more source
Adaptation Potential of Local Water Management Practices to Glacier Loss
Abstract Climate change disproportionately affects mountain river basins, driving cryospheric changes and altering their hydrology. This has detrimental impacts on water resources, accentuating the need for robust adaptation strategies. Traditional engineering approaches can provide buffering capacity but are associated with high costs and limited ...
Clara Gimeno Jésus +8 more
wiley +1 more source
Regionally divergent drivers behind transgressions of the freshwater change planetary boundary. [PDF]
Virkki V +4 more
europepmc +1 more source
Fingerprint Evidence for Human Effects on Climate: Advances After the 2009 Endangerment Finding
Abstract Here we briefly review key advances in the field of climate fingerprinting. Fingerprint studies rely on pattern information to identify human and natural influences on Earth's climate. Our focus is on advances after 2009—the date of the finding by the U.S.
Benjamin D. Santer +4 more
wiley +1 more source
Rethinking future flood hazard: Hourly data challenge daily flood projections in Alpine catchments. [PDF]
Astagneau PC, Wood RR, Brunner MI.
europepmc +1 more source
Abstract Extreme wildfires are becoming more common in California's Sierra Nevada, increasing the need for fuel management to protect ecosystem services such as carbon storage. Because mechanical treatments can be costly or inaccessible in steep or remote terrain, prescribed fire, particularly broadcast burning, provides a cost‐effective strategy for ...
Ash B. Cale +5 more
wiley +1 more source
Assessing climate change effects on streamflow and paddy production in the Bharathapuzha Basin Kerala. [PDF]
Nair GS, Karunanidhi D, Berhe BA.
europepmc +1 more source

