Unbiased fully nonlinear data assimilation. Part 1: The stochastic particle flow filter
While the existing deterministic particle flow filter (PFF) has been applied successfully to nonlinear high‐dimensional systems, it tends to underestimate ensemble spread when using a small number of particles. We introduce the stochastic particle flow filter (SPFF), which incorporates an additional Gaussian noise term into the particle flow dynamics ...
Hao‐Lun Yeh, Peter Jan van Leeuwen
wiley +1 more source
Additional records of <i>Lycodon yunnanensis</i> (Werner, 1922) and range extension of <i>Lycodon truongi</i> Nguyen, Duong, Wood & Grismer, 2022 (Reptilia, Squamata, Colubridae) from Vietnam. [PDF]
Pham AV +8 more
europepmc +1 more source
Unbiased fully nonlinear data assimilation. Part 2: The stochastic particle flow smoother
Building on the stochastic particle flow filter (SPFF) introduced in Part 1, we introduce a new smoother—the stochastic particle flow smoother (SPFS)—for high‐dimensional, nonlinear data assimilation. We examine two backward‐propagation strategies for the smoother, including an exact adjoint model, which allows particles to capture multimodal ...
Hao‐Lun Yeh, Peter Jan van Leeuwen
wiley +1 more source
Quantifying the wildfire contribution to PAH concentrations and health effects. [PDF]
Cicone L, Wong AYH, Selin NE.
europepmc +1 more source
ABSTRACT The growing availability of temporal data in agriculture has created new opportunities for data‐driven decision support systems aimed at improving the efficiency, sustainability, and adaptability of agricultural systems. Remote sensing platforms, weather‐related datasets, and field‐management records provide information on crop development and
Amalia Vanacore +4 more
wiley +1 more source
The High-resolution Urban Meteorology for Impacts Dataset for Atlanta Metropolitan Region (HUMID-Atlanta). [PDF]
Lin TS +7 more
europepmc +1 more source
ABSTRACT Understanding and modeling the equipment failure behavior is crucial for reducing downtime, optimizing maintenance strategies, and improving operational safety. This challenge becomes particularly critical in industrial contexts involving multi‐asset portfolios, where heterogeneous conditions influence the reliability of individual assets and,
Zeynab Allahkarami +4 more
wiley +1 more source
Summer seasonal precipitation prediction in the middle and lower reaches of the Yangtze River using neural network approaches. [PDF]
Ren X, Li L.
europepmc +1 more source
ABSTRACT Groundwater discharge plays a key role in maintaining habitat suitability for cold‐water fish by generating streamflow and modulating temperatures. However, the thermal influence depends on groundwater source depth and how far groundwater travels from the point of discharge to a receiving stream.
Tyelyn Brigino +6 more
wiley +1 more source
Global warming amplifies atmospheric formaldehyde exposure and widens spatial inequality. [PDF]
Xue J +12 more
europepmc +1 more source

