SpectralMAE: Spectral Masked Autoencoder for Hyperspectral Remote Sensing Image Reconstruction. [PDF]
Sensors (Basel), 2023 Zhu L, Wu J, Biao W, Liao Y, Gu D.
europepmc +1 more source
Molecular insights and translational opportunities to enhance heat tolerance in rice
The Plant Genome, Volume 19, Issue 3, September 2026.Abstract Heat stress is an increasingly serious threat to rice (Oryza sativa L.) productivity, yet the genetic and regulatory architecture underlying thermotolerance remain poorly resolved and fragmented across studies. Earlier research focused on individual pathways or specific developmental stages; however, recent advances now support an integrated ...
Prabhat Rana +7 more
wiley +1 more source
Atmospheric correction of vegetation reflectance with simulation-trained deep learning for ground-based hyperspectral remote sensing. [PDF]
Plant Methods, 2023 Qamar F, Dobler G.
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Floods From Space: How Remote Sensing, AI, and Cloud Platforms Are Reshaping Disaster Risk Reduction
Journal of Flood Risk Management, Volume 19, Issue 3, September 2026.ABSTRACT Flooding remains one of the most damaging climate‐related hazards globally, yet flood remote sensing has historically developed largely along sensor‐specific pathways. This review addresses the need for a systematic and decision‐oriented synthesis of how space‐borne remote sensing has evolved toward integrated flood monitoring and disaster ...
Ricky Anak Kemarau +6 more
wiley +1 more source
Band Selection via Band Density Prominence Clustering for Hyperspectral Image Classification
Remote SensingBand clustering has been widely used for hyperspectral band selection (BS). However, selecting an appropriate band to represent a band cluster is a key issue.
Chein-I Chang +2 more
doaj +1 more source
Non-Destructive Determination of Bayberry Sugar and Acidity by Hyperspectral Remote Sensing of Si-Sensor and Low-Cost Portable Instrument Development. [PDF]
Sensors (Basel), 2023 Wang J +6 more
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Compact Snapshot Hyperspectral Imaging With Neural Dispersion‐Engineered Metalens
Nanophotonics, Volume 15, Issue 15, 13 August 2026.A dispersion‐engineered metalens, designed via an end‐to‐end deep learning framework, encodes spectral information through wavelength‐dependent PSF shifts. Fabricated by two‐photon grayscale lithography, the ultrathin device demonstrates outstanding spatial‐spectral reconstruction in both indoor and outdoor scenes, positioning it as a promising ...
Peng Liu, Jiaru Chu, Yuhang Chen
wiley +1 more source
Hyperspectral Remote Sensing for Phenotyping the Physiological Drought Response of Common and Tepary Bean. [PDF]
Plant Phenomics, 2023 Wong CY +7 more
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Surface Mineralogy and Hydrological Controls on “Hotspots” of Dust Emission at Etosha Pan, Namibia
Journal of Geophysical Research: Earth Surface, Volume 131, Issue 8, August 2026.Abstract Ephemeral lake beds are globally significant sources of atmospheric mineral dust aerosols, yet emissions from these landforms exhibit considerable spatial and temporal variability. The complex interactions between climatic drivers and surface properties that govern dust emissions remain poorly understood, contributing to uncertainties in model
N. S. Wallum +7 more
wiley +1 more source
A New SCAE-MT Classification Model for Hyperspectral Remote Sensing Images. [PDF]
Sensors (Basel), 2022 Chen H, Chen Y, Wang Q, Chen T, Zhao H.
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