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Solving Paleobotany's 200-year problem with fluorescence and artificial intelligence

Paleobotany has a 200-year problem: leaf fossils are often too poorly preserved to make proper taxonomic identification. Though they are the most abundant, and well-studied macroscopic fossil plant organ, many fossil leaves-- including specimens held in museum and university collections-- appear to lack the detailed features needed to take crucial next steps, like placement into phylogenetic…

Paleobotany, the study of ancient plants, has faced a 200-year challenge: leaf fossils often lack the necessary details for accurate classification, placement in phylogenetic context, and understanding of their ecological roles and paleoclimate. This issue has persisted despite leaf fossils being the most abundant and well-studied plant fossils. However, researchers have unlocked a potential solution using fluorescence and artificial intelligence.

In a groundbreaking discovery, it was found that approximately 50% of fossil leaves, when exposed to UV and laser light, fluoresce, revealing intricate details of their venation and morphology that are otherwise invisible under regular white light. These "Fossil Ciphers" have breathed new life into the paleobotanical process, enabling unprecedented taxonomic classifications, quantitative morphometrics, and novel avenues for integrating artificial intelligence into the analysis of fossil leaves.

By employing fluorescence techniques, paleobotanists can now overcome a century-old hurdle and make significant strides in the field.

Written by urgent.news from bioRxiv's reporting — not their text. Machine-written — may contain errors; check the original before relying on it.

Read the original at biorxiv.org →

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