Fungal Species: Dissingia leucomelaena

A Deep Learning and Explainable AI-Based Approach for the Classification of Discomycetes Species

Researchers developed an artificial intelligence system to automatically identify 14 different types of cup fungi (Discomycetes) from photographs. Using a method called EfficientNet combined with explainable AI, the system achieved 97% accuracy in species identification. The technology could help scientists quickly and accurately catalog fungal biodiversity for conservation efforts and ecological studies without requiring expert mycologists to examine every specimen.

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Newly Designed Fluorescence In Situ Hybridization Probes Reveal Previously Unknown Endophytic Abilities of Tuber magnatum in Herbaceous Plants

Scientists discovered that Italian white truffles (Tuber magnatum) can live inside the roots of common herbaceous plants like sedges, not just the oak and poplar trees where they are typically found. Using special fluorescent probes and advanced microscopy, researchers confirmed the presence of active truffle threads inside these plants, particularly in spring. This discovery challenges our understanding of how truffles interact with their environment and may explain why truffle cultivation has been difficult, suggesting they employ more diverse survival strategies than previously thought.

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