Results 171 to 180 of about 981 (262)

Estimating Mediterranean Cyclone Activity via Explainable Machine Learning

Journal of Geophysical Research: Machine Learning and Computation, Volume 3, Issue 2, April 2026.
Abstract Intense cyclones in the Mediterranean drive most of the region's rainfall and wind‐wave extremes, exerting a significant socio‐economic impact. Currently there are no established analytical tools for estimating Mediterranean cyclone activity from climatological fields.
Guido Ascenso, Luca Proserpio, Leone Cavicchia, Enrico Scoccimarro, Matteo Giuliani, Andrea Castelletti   +5 more
wiley   +1 more source

Eddy Current Identification Methods and Applications in the Chemical Industry: A Mini-Review. [PDF]

ACS Omega
Chai X, Dong Y, Qiu F, Li W, Zhang L, Cheng Z, Li L, Zhang X.   +7 more
europepmc   +1 more source

Machine Learning Based Prediction of Tropical Cyclone Rapid Intensification in the Western North Pacific: Importance of Data Augmentation and Loss Function

Journal of Geophysical Research: Machine Learning and Computation, Volume 3, Issue 2, April 2026.
Abstract In this study, we developed a TabNet‐based machine learning model to predict tropical cyclone (TC) rapid intensification (RI) in the Western North Pacific. The most significant challenge in predicting RI is the severe class imbalance between rapid and non‐rapid intensification cases, typically 4.2:1 ratio based on 1977–2021 records.
Sanghyeok An, Jiwon Jeong, Seok‐Woo Son, Hyungjun Kim, Jee‐Hoon Jeong, Jin‐Ho Yoon   +5 more
wiley   +1 more source

Application of Variational Autoencoder‐Based Clustering for Geophysical Fluid Circulations With Small Sample Size

Journal of Geophysical Research: Machine Learning and Computation, Volume 3, Issue 2, April 2026.
Abstract The variational autoencoder (VAE), a deep generative model, can extract a good feature representation for clustering from complex data; however, the use of this algorithm in the geophysical fluid circulation has been limited. The sample size for a geophysical phenomenon is generally small because of a large dimensional size, especially for ...
Kunihiro Aoki, Hideyuki Nakano, Nariaki Hirose, Norihisa Usui, Kei Sakamoto, Takahiro Toyoda, Shogo Urakawa, Yuma Kawakami   +7 more
wiley   +1 more source

Spray-Drying Microencapsulation of Natural Bioactives: Advances in Sustainable Wall Materials. [PDF]

Pharmaceuticals (Basel)
Pudžiuvelytė L, Petrauskaitė E, Stabrauskienė J, Bernatonienė J.   +3 more
europepmc   +1 more source

Stationary and Nonstationary Influences of Teleconnections on Terrestrial Water Storage Anomalies in Vietnam

JAWRA Journal of the American Water Resources Association, Volume 62, Issue 2, April 2026.
ABSTRACT Previous studies of teleconnection (TC) impacts on Terrestrial Water Storage Anomalies (TWSA) rarely focus on Vietnam or on the nonstationary nature of TC–TWSA relationships. This study addresses these gaps by examining both stationary and nonstationary TC influences on TWSA using correlation analysis (Pearson and cross‐spectral methods) and ...
Hoa Thi Pham, Joseph Awange, Sten Claessens   +2 more
wiley   +1 more source

Ultrasonic aerosol agglomeration: Manipulation of particle deposition and its impact on air filter pressure drop. [PDF]

Ultrason Sonochem
Liu P, Zhang X, Liu G, Hao Lim S, Pun Wan M, Lisak G, Feng Ng B.   +6 more
europepmc   +1 more source

Validating COI eDNA Metabarcoding Primers for Detection of Subterranean Fauna

Molecular Ecology Resources, Volume 26, Issue 3, April 2026.
ABSTRACT Subterranean ecosystems host a diverse range of ancient fauna, but studying these ecosystems is challenging due to significant sampling difficulties. Environmental DNA (eDNA) metabarcoding offers a promising approach for monitoring subterranean biodiversity, yet issues such as primer bias and non‐target amplification can complicate its ...
Mieke van der Heyde, Michael Curran, Stephanie Floeckner, Paul Nevill, Nicole E. White, Andy D. Austin, Michelle T. Guzik   +6 more
wiley   +1 more source

Study on flow field characteristics of gas-liquid hydrocyclone separation under vibration conditions. [PDF]

PLoS One
Zhang X, Yu F, Jin Y, Zhao L, Wang S, Xu B.   +5 more
europepmc   +1 more source

Determining Terminal Velocities of Selected Insects and Substitute Materials to Develop Future Test Procedures for Insect‐Friendly Mowing Technology

Journal of Applied Entomology, Volume 150, Issue 3, Page 310-320, April 2026.
ABSTRACT Agricultural grasslands are vital habitats for insects that provide key ecosystem services. However, conventional rotary mowers are proposed to cause significant insect mortality due to the high rotational speed of their blades and the resulting airflow.
Jonas Frank, Manuela Sann, Lea von Berg, Stefanie Erhardt, Johannes L. M. Steidle, Oliver Betz, Stefan Böttinger   +6 more
wiley   +1 more source