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
MDF2Former: Multi-Scale Dual-Domain Feature Fusion Transformer for Hyperspectral Image Classification of Bacteria in Murine Wounds. [PDF]
Wu D +8 more
europepmc +1 more source
Observing the invisible: X‐ray CT for plant–microbe interactions
Utility of X‐ray computed tomography (X‐ray CT) for visualising belowground plant interactions between multiple spatial scales and focal planes. Summary Plant–microbe interactions are inherently spatial, yet the physical structure of the soil and rhizosphere is rarely treated as a mechanistic variable in experimental design.
Eric C. Pereira, Chris A. Bell
wiley +1 more source
SGFNet: Redundancy-Reduced Spectral-Spatial Fusion Network for Hyperspectral Image Classification. [PDF]
Wang B, Cao C, Kong D.
europepmc +1 more source
Kinetic parameter prediction using neural networks identifies limitations to C4 photosynthesis
Schematic overview of the generation of artificial training data and training of neural networks in C4TUNE. Summary Kinetic models of photosynthesis enable time‐resolved predictions of traits related to this key process and provide the means to identify factors limiting photosynthesis.
Philipp Wendering +4 more
wiley +1 more source
Semantic-Aware Co-Parallel Network for Cross-Scene Hyperspectral Image Classification. [PDF]
Li X, Jin C, Tang Y, Xing K, Yu X.
europepmc +1 more source
Beyond Starch: Towards a Scalable Potato Platform for Molecular Farming
Re‐engineering potato as a biosafe and host‐optimised platform for plant molecular farming by integrating intrinsic biological traits with targeted engineering strategies. ABSTRACT Thirty‐five years after the first recombinant protein was produced in potato and 30 years after clinical trials of edible vaccines from its tubers, the crop is being ...
Izabela Anna Chincinska +2 more
wiley +1 more source
Tri branch attention enhanced 3DUNet for remote sensing based hyperspectral image classification. [PDF]
Ashraf M +5 more
europepmc +1 more source
ABSTRACT Fruit colour diversity within different ripening stages confers ornamental value for pepper plants. Using images can be helpful in analysing the fruit colour‐related genetic diversity and enable selecting accessions for ornamental purposes by avoiding subjectiveness.
Marcos Bruno da Costa Santos +7 more
wiley +1 more source
Advanced hyperspectral image processing and machine learning approaches for early detection of wheat stem rust. [PDF]
Fedotov A +4 more
europepmc +1 more source

