Partitioning of Large-Scale and Local-Scale Precipitation Events by Means of Spatio-Temporal Precipitation Regimes on Corsica [PDF]
Atmosphere, 2020 The island of Corsica in the western Mediterranean is characterized by a pronounced topography in which local breeze systems develop in the diurnal cycle.
Isabel Knerr +5 more
doaj +2 more sources
Machine learning shows a limit to rain-snow partitioning accuracy when using near-surface meteorology [PDF]
Nature CommunicationsPartitioning precipitation into rain and snow with near-surface meteorology is a well-known challenge. However, whether a limit exists to its potential performance remains unknown.
Keith S. Jennings +9 more
doaj +2 more sources
DeepCut: adaptive neural network thresholds for precipitation phase partitioning
Machine Learning. EarthAccurately predicting precipitation phase is critical for hydrology, weather forecasting, and climate applications, yet fixed temperature thresholds perform inconsistently across regions.
Maha Moussa +4 more
doaj +2 more sources
Drivers of drought-induced shifts in the water balance through a Budyko approach [PDF]
Hydrology and Earth System Sciences, 2022 An inconsistent relationship between precipitation and runoff has been observed between drought and non-drought periods, with less runoff usually observed during droughts than would be expected based solely on precipitation deficit.
T. Maurer +5 more
doaj +1 more source
Coupled model for carbon partitioning, diffusion, Cottrell atmosphere formation and cementite precipitation in martensite during quenching [PDF]
, 2022 High-strength low alloy martensitic alloy steels are produced by quenching methods to achieve a martensitic microstructure. The carbon supersaturation of the martensitic structure serves as a driver for autotempering, which has advantageous effects on ...
Pohjonen, Aarne +2 more
core +3 more sources
Conceptual analysis: What signals might plant canopies send via stemflow?
Frontiers in Water, 2022 As watersheds are complex systems that are difficult to directly study, the streams that drain them are often sampled to search for watershed “signals.” These signals include the presence and/or abundance of isotopes, types of sediment, organisms ...
Adam I. Mabrouk +3 more
doaj +1 more source
Climate impacts of parameterizing subgrid variation and partitioning of land surface heat fluxes to the atmosphere with the NCAR CESM1.2 [PDF]
Geoscientific Model Development, 2023 All current global climate models (GCMs) utilize only grid-averaged surface heat fluxes to drive the atmosphere, and thus their subgrid horizontal variations and partitioning are absent. This can result in many simulation biases.
M. Yin +10 more
doaj +1 more source
Data for "Effects of Improved Simulation of Precipitation on Evapotranspiration and its Partitioning over Land" [PDF]
, 2021 The datasets for the manuscript named "Effects of Improved Simulation of Precipitation on Evapotranspiration and its Partitioning over Land"
Cui, Zeyu +5 more
core +1 more source
Global runoff partitioning based on Budyko-constrained machine learning [PDF]
, 2023 Understanding the partitioning of runoff into baseflow and quickflow is crucial for informed decision-making in water resources management, guiding the implementation of flood mitigation strategies, and supporting the development of drought resilience ...
Cheng, Shujie +5 more
core +1 more source
What We Know About Stemflow's Infiltration Area
Frontiers in Forests and Global Change, 2020 A portion of precipitation drains to the surface down plant stems, as “stemflow.” Although per observations to date, stemflow rarely represents >2% of gross precipitation in forests, it can result in larger water fluxes to near-stem soils that are ...
John T. Van Stan +2 more
doaj +1 more source