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Metabolomic indicators anticipate climate-driven permafrost ecosystem collapse before visible change

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/bf01238186openalex-extracted

Global patterns of plant diversity

inferredcites →https://doi.org/10.1007/bf02067265openalex-extracted

Affinities and high-order diversity within landscape mosaics

inferredcites →https://doi.org/10.1007/s11306-007-0082-2openalex-extracted

Proposed minimum reporting standards for chemical analysis

inferredcites →https://doi.org/10.1016/0378-1127(92)90003-ropenalex-extracted

Dominant species exchange during succession in reclaimed habitats: a case study from areas deforested by air pollution

inferredcites →https://doi.org/10.1016/j.envexpbot.2023.105299openalex-extracted

Epigallocatechin-3-Gallate (EGCG): A unique secondary metabolite with diverse roles in plant-environment interaction

inferredcites →https://doi.org/10.1016/j.rse.2022.113198openalex-extracted

Multi-sensor spectral synergies for crop stress detection and monitoring in the optical domain: A review

inferredcites →https://doi.org/10.1016/j.scitotenv.2021.152757openalex-extracted

Plant organic matter inputs exert a strong control on soil organic matter decomposition in a thawing permafrost peatland

inferredcites →https://doi.org/10.1016/j.soilbio.2020.107758openalex-extracted

Use of untargeted metabolomics for assessing soil quality and microbial function

inferredcites →https://doi.org/10.1021/ed100697wopenalex-extracted

ChemSpider: An Online Chemical Information Resource

inferredcites →https://doi.org/10.1023/a:1009756318848openalex-extracted

Longitudinal patterns of plant diversity in the North American boreal forest

inferredcites →https://doi.org/10.1029/2021gb007113openalex-extracted

Carbon Accumulation, Flux, and Fate in Stordalen Mire, a Permafrost Peatland in Transition

inferredcites →https://doi.org/10.1038/nmeth.3584openalex-extracted

Real-time metabolome profiling of the metabolic switch between starvation and growth

inferredcites →https://doi.org/10.1038/s41467-024-47872-7openalex-extracted

Biodiversity loss reduces global terrestrial carbon storage

inferredcites →https://doi.org/10.1038/s41564-024-01800-zopenalex-extracted

Microbiome–metabolite linkages drive greenhouse gas dynamics over a permafrost thaw gradient

inferredcites →https://doi.org/10.1038/s41586-018-0338-1openalex-extracted

Genome-centric view of carbon processing in thawing permafrost

inferredcites →https://doi.org/10.1038/s41592-019-0344-8openalex-extracted

SIRIUS 4: a rapid tool for turning tandem mass spectra into metabolite structure information

inferredcites →https://doi.org/10.1046/j.1442-9993.2001.01070.xopenalex-extracted

A new method for non-parametric multivariate analysis of variance

inferredcites →https://doi.org/10.1073/pnas.1314641111openalex-extracted

Changes in peat chemistry associated with permafrost thaw increase greenhouse gas production

inferredcites →https://doi.org/10.1111/1365-2664.12959openalex-extracted

Biodiversity change is uncoupled from species richness trends: Consequences for conservation and monitoring

inferredcites →https://doi.org/10.1111/1365-2745.13132openalex-extracted

Ecological succession in a changing world

inferredcites →https://doi.org/10.1111/gcb.16071openalex-extracted

From energy to (soil organic) matter

inferredcites →https://doi.org/10.1111/gcb.16614openalex-extracted

Microbial sensitivity to temperature and sulfate deposition modulates greenhouse gas emissions from peat soils

inferredcites →https://doi.org/10.1111/j.1365-2486.2005.01042.xopenalex-extracted

Vegetation, climatic changes and net carbon sequestration in a North‐Scandinavian subarctic mire over 30 years

inferredcites →https://doi.org/10.1111/j.1365-2486.2006.01267.xopenalex-extracted

Decadal vegetation changes in a northern peatland, greenhouse gas fluxes and net radiative forcing

inferredcites →https://doi.org/10.1146/annurev-ecolsys-121415-032349openalex-extracted

Ecological Response to Permafrost Thaw and Consequences for Local and Global Ecosystem Services

inferredcites →https://doi.org/10.1146/annurev-environ-012220-011847openalex-extracted

Permafrost and Climate Change: Carbon Cycle Feedbacks From the Warming Arctic

inferredcites →https://doi.org/10.1186/1471-2105-9-559openalex-extracted

WGCNA: an R package for weighted correlation network analysis

inferredcites →https://doi.org/10.1186/1471-2164-7-142openalex-extracted

Centering, scaling, and transformations: improving the biological information content of metabolomics data

inferredcites →https://doi.org/10.1186/s13321-016-0174-yopenalex-extracted

ClassyFire: automated chemical classification with a comprehensive, computable taxonomy

inferredcites →https://doi.org/10.18637/jss.v028.i05openalex-extracted

Building Predictive Models in R Using the caret Package

inferredcites →https://doi.org/10.18637/jss.v033.i01openalex-extracted

Regularization Paths for Generalized Linear Models via Coordinate Descent

inferredcites →https://doi.org/10.18637/jss.v067.i01openalex-extracted

Fitting Linear Mixed-Effects Models Using lme4

inferredcites →https://doi.org/10.2307/1940037openalex-extracted

Measuring Pattern Diversity

inferredcites →https://doi.org/10.2307/3236809openalex-extracted

Diversity patterns in grasslands along a landscape gradient in northwestern France

inferredcites →https://doi.org/10.3389/feart.2020.557961openalex-extracted

Controls on Soil Organic Matter Degradation and Subsequent Greenhouse Gas Emissions Across a Permafrost Thaw Gradient in Northern Sweden

inferredcites →https://doi.org/10.3389/fenvs.2018.00015openalex-extracted

Discerning Microbially Mediated Processes During Redox Transitions in Flooded Soils Using Carbon and Energy Balances

inferredcites →https://doi.org/10.5194/esd-15-1117-2024openalex-extracted

Tipping point detection and early warnings in climate, ecological, and human systems

inferredcites →https://doi.org/10.5194/tc-6-1063-2012openalex-extracted

Uncertainties in the global temperature change caused by carbon release from permafrost thawing

inferredcites →https://doi.org/10.7717/peerj.9467openalex-extracted

The IsoGenie database: an interdisciplinary data management solution for ecosystems biology and environmental research

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1371/journal.pbio.3003925openalex-snapshot

Viruses help shape microbiome response to polyphenol rewiring of methane-suppressed peat microcosms

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