IEEE

Spatial–Spectral Enhancement and Fusion Network for Hyperspectral Image Classification With Few Labeled Samples

Abstract: Deep learning has shown great potential in hyperspectral image (HSI) classification. However, training these models usually requires a large amount of labeled data. Since the collection of ...
PNAS

Unified molecular approach for spatial epigenome, transcriptome, and cell lineages

Contributed by Howard Y. Chang; received November 19, 2024; accepted February 20, 2025; reviewed by Jellert Gaublomme and David A. Quigley The spatial organization of cells within tissues plays a ...
IEEE

Characterizing Spatial Variability of Soil Organic Carbon Through Improved Machine-Learning Modeling With In Situ Data Resampling: A Case Study in Alaska

Abstract: Sparse and unevenly distributed soil samples across the northern high-latitude region greatly limit the accuracy of soil organic carbon (SOC) mapping. Substantial discrepancies, therefore, ...
note

Extraordinary Vessel Series Part 5: Yin Qiao Mai - Yin Agility and Foot Welding: The 'Inner Ankle Anchor' to Eliminate Squat Bottom Instability and Spatial Awareness for ...

Introduction: The 'Inner Adhesion' of the Feet that Roots the Vertical Magma (Chong Mai) to the Earth In the previous fourth installment of the Extraordinary Vessel series, we explained the 'Chong Mai ...