Task-Driven Learned Hyperspectral Data Reduction Using End-to-End Supervised Deep Learning. [PDF]
Zeegers MT +4 more
europepmc +1 more source
X‐ray computed tomography study of terrestrial analog cores in preparation for Mars sample return
Abstract Mars Sample Return (MSR) is expected to transform planetary science by providing unprecedented access to pristine Martian material. Initial characterization in the sample receiving facility (SRF) will rely on nondestructive techniques such as X‐ray computed tomography (XCT) to document the condition, distribution, and internal features of ...
Sophie Benaroya +3 more
wiley +1 more source
Proto-DS: A Self-Supervised Learning-Based Nondestructive Testing Approach for Food Adulteration with Imbalanced Hyperspectral Data. [PDF]
Pang K +6 more
europepmc +1 more source
Semantic Segmentation of Sorghum Using Hyperspectral Data Identifies Genetic Associations. [PDF]
Miao C +5 more
europepmc +1 more source
Bridging data silos to holistically model plant macrophenology
Summary Phenological response to global climate change can impact ecosystem functions. There are various data sources from which spatiotemporal and taxonomic phenological data may be obtained: mobilized herbaria, community science initiatives, observatory networks, and remote sensing.
Lizbeth G. Amador +9 more
wiley +1 more source
A Deep Learning Approach for Chromium Detection and Characterization from Soil Hyperspectral Data. [PDF]
Ma C, Xu X, Zhou M, Hu T, Qi C.
europepmc +1 more source
Summary The digitisation of plant collections is bringing large quantities of information into accessible electronic databases. However, in recent decades, traditional taxonomic work in collections has declined, meaning that more specimens are only determined to family or genus, particularly when lacking key identification structures.
Barbara M. Neto‐Bradley +5 more
wiley +1 more source
Detection of the stem-boring damage by pine shoot beetle (<i>Tomicus</i> spp.) to Yunan pine (<i>Pinus yunnanensis</i> Franch.) using UAV hyperspectral data. [PDF]
Liu MY, Li GY, Shi L, Li YY, Liu H.
europepmc +1 more source
Enhancing Hyperspectral Data Throughput Utilizing Wavelet-Based Fingerprints
I.W. Ginsberg
openalex +1 more source
ABSTRACT Rice cooking and eating quality (CEQ), a core agronomic trait tied to consumer preference and market value, is regulated by endosperm starch, protein, and lipid metabolism; this review synthesizes advances in its molecular mechanisms, focusing on genetic determinants and regulatory networks of storage substances.
Guangming Lou +11 more
wiley +1 more source

