Results 231 to 240 of about 57,062 (333)

A Low-Measurement-Cost-Based Multi-Strategy Hyperspectral Image Classification Scheme. [PDF]

Sensors (Basel)
Bai Y, Liu D, Zhang L, Wu H.
europepmc   +1 more source

Zooming Out: Methods and Future Directions in Landscape‐Scale Functional Assessment of Inland Wetlands

WIREs Water, Volume 13, Issue 1, January/February 2026.
Wetlands provide essential landscape functions, retaining water and nutrients, supporting biodiversity, and sequestering carbon, but assessing these functions at large spatial scales remains challenging. This systematic review describes and evaluates currently available approaches to quantifying wetland function at landscape scales.
Kimberly Van Meter, Joseph Delesantro, Meena Kumari Kolli, Nandita Basu, Megan Lang, Greg McCarty, Sara Owen   +6 more
wiley   +1 more source

Multi-Scale Depthwise Separable Capsule Network for hyperspectral image classification. [PDF]

PLoS One
Wei L, Ran H, Yin Y, Yang H.
europepmc   +1 more source

Hyperspectral Image Classification Using CNN12

Bioscience Biotechnology Research Communications, 2020
openaire   +1 more source

Physics‐Guided CNN‐LSTM Model With Multi‐Head Attention for Aerosol Optical Depth Prediction

Earth and Space Science, Volume 13, Issue 1, January 2026.
Abstract Accurate aerosol optical depth (AOD) prediction remains challenging due to complex aerosol‐radiation interactions and highly variable spatio‐temporal patterns. Three critical scientific issues motivate this work: understanding whether and how physical principles can enhance deep learning predictions, identifying which aerosol properties most ...
Liu Zeyang, Tan Yujun, Zhou Shengnan, Li Yarong, Zhang Jing, Yang Yadong, Shi Zhongrong, Zhou Xiancun   +7 more
wiley   +1 more source

Superpixel guided spectral-spatial feature extraction and weighted feature fusion for hyperspectral image classification with limited training samples. [PDF]

Sci Rep
Li Y, Zhang L, Chen L, Ma Y.
europepmc   +1 more source

Ferromagnesian Clay Diversity Across Mars' Crustal Dichotomy: A Window Into Early Aqueous Environments

Journal of Geophysical Research: Planets, Volume 131, Issue 1, January 2026.
Abstract Extensive research over the past two decades has shown that early Mars likely had a warmer, wetter climate with widespread water activity. Ferromagnesian (Fe,Mg‐rich) clay deposits are compelling markers of these ancient environments, helping reconstruct Mars' hydrologic evolution, assess past habitability, and guide future exploration.
Jeremy Brossier, Francesca Altieri, Maria Cristina De Sanctis, Alessandro Frigeri, Marco Ferrari, Simone De Angelis, Enrico Bruschini, Monica Rasmussen, Janko Trisic Ponce   +8 more
wiley   +1 more source

An Iterative Pseudo Label Generation framework for semi-supervised hyperspectral image classification using the Segment Anything Model. [PDF]

Front Plant Sci
Zhao Z, Zhou G, Wang Q, Feng J, Jiang H, Zhang G, Zhang Y.   +6 more
europepmc   +1 more source

Review: The Importance of Lateral Flow Through Snow in Hydrological Processes Globally

Water Resources Research, Volume 62, Issue 1, January 2026.
Abstract The flow of liquid water through snow is a complex and poorly understood problem in snow hydrology. This paper reviews current understanding of the lateral flow of water through snow. We determined that the main physical processes producing lateral flow are: (a) hydraulic barriers at layer interfaces, (b) soil saturation overland/through‐snow ...
R. W. Webb, N. Ohara, H. P. Marshall, J. McNamara   +3 more
wiley   +1 more source

Discriminating Spectral-Spatial Feature Extraction for Hyperspectral Image Classification: A Review. [PDF]

Sensors (Basel)
Li N, Wang Z, Cheikh FA.
europepmc   +1 more source