Global density and biomass of arbuscular mycorrhizal fungal networks
Глобальная плотность и биомасса сетей арбускулярных микоризных грибов
2026-06-11
SCID: 54.1/bwcnyamr
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arbuscular mycorrhizal fungiglobal hyphal densityhyphal biomass estimationhyphal networksmachine-learning models
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Abstract (AI)
Arbuscular mycorrhizal fungi form symbioses with ~70% of plant species, building hyphal networks that exchange nutrients for host-derived carbon. These tubular networks move ~1 billion metric tons of carbon per year into Earth’s soils. However, we have no quantitative understanding of the hyphal infrastructure required to carry out this resource transfer. We assembled data from 322 studies representing more than 16,000 soil cores across nine biomes and developed machine-learning models to predict hyphal densities globally. With robotic imaging of more than 300,000 hyphae, we calibrated a biomass model from our spatial predictions. We estimate that global topsoils contain 1.10 × 10 17 ± 0.13 × 10 17 SD kilometers of living hyphae, weighing ~300 ± 60 SD megatons, ~4- to 6-fold the biomass of humans. Our uncertainty analyses identified undersampled ecosystems that require additional empirical attention.
Key Findings
1
Arbuscular mycorrhizal fungi form hyphal networks that transport about 1 billion metric tons of carbon per year into soils.
2
Estimated global hyphal biomass is approximately 300 ± 60 megatons, about 4–6 times the biomass of humans.
3
Estimated global topsoil contains 1.10 × 10^17 ± 0.13 × 10^17 kilometers of living hyphae.
4
Robotic imaging of more than 300,000 hyphae was used to calibrate a biomass model from spatial hyphal-density predictions.
5
Uncertainty analyses reveal that some ecosystems are undersampled and need additional empirical data collection.
6
Using data from 322 studies and over 16,000 soil cores across nine biomes, machine-learning models were developed to predict global hyphal densities.
Research Object
Global arbuscular mycorrhizal fungal hyphal networks in topsoil
Research Subject
Global density, spatial extent (total hyphal length) and biomass of arbuscular mycorrhizal fungal hyphal networks, and their estimation via compiled soil-core data, machine-learning predictions, and imaging-calibrated biomass models
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2026-06-11
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