Microbial Communities and Forest Biogeochemistry in Mountain Watersheds
Investigates how conifer-associated microbial communities and biogeochemical cycling in forest soils and sediments influence water quality and nutrient dynamics across mountain watersheds.
Knowledge Graph (108 nodes, 317 connections)
Research Primer
Background
Iron is one of the most abundant and chemically active elements in mountain soils, and the way it cycles between different forms shapes nearly every other biogeochemical process beneath our feet. Iron speciation refers to the back-and-forth conversion between ferrous iron (Fe(II)), which is soluble and mobile when oxygen is scarce, and ferric iron (Fe(III)), which precipitates as rust-colored (hydr)oxide minerals when oxygen is present. These transitions are governed by redox potential — essentially, whether a soil or sediment patch is currently oxidizing (oxygen-rich) or reducing (oxygen-poor). Redox potential is what gives a floodplain its ability to break down organic waste, store or release carbon, and either lock up or mobilize trace metals and nutrients.
In the Gunnison Basin, where snowmelt-driven streams like the East River and Slate River wind through gravel-bedded floodplains beneath shale-rich slopes, redox conditions shift dramatically across seasons and depths. Springtime saturation creates anoxic zones where iron dissolves and microbes respire alternative electron acceptors; late-summer drawdown reintroduces oxygen and re-precipitates iron minerals. These cycles control whether soil organic carbon is preserved or respired as CO2, whether contaminants like lead remain bound or leach into porewater, and how nitrogen and methane are processed by microbial communities. Because iron oxides bind organic matter so tightly, they act as long-term carbon vaults — but only as long as redox conditions favor their stability.
A third concept central to this work is colloidal transport: the movement of nanoscale particles, often iron oxides coated with silica or organic matter, through porous soils and into streams. Colloids can carry iron, carbon, and nutrients across the boundary between land and water, meaning that what happens in a hillslope soil can ripple downstream into rivers. Together, iron speciation, redox potential, and colloidal transport form the chemical machinery that determines how mountain watersheds store carbon, regulate water quality, and respond to climate change.
Foundational work
Early research on iron and manganese cycling at the microbe-mineral interface laid the groundwork for understanding how living organisms shape redox chemistry in natural systems. Studies of rock varnish in the desert Southwest demonstrated that microbial communities — both bacteria and fungi — actively precipitate manganese and iron oxides on rock surfaces, with culture-independent surveys revealing distinct varnish-associated communities and isolates capable of oxidizing reduced metals (Northup et al., 2010). Parallel work showed that microcolonial fungi closely related to manganese-oxidizing genera produce diverse oxide morphologies and may be essential partners in varnish formation (Parchert et al., 2012). These studies established a key principle that now underpins floodplain biogeochemistry: redox-active mineral phases are not just the products of abiotic chemistry but are continuously built and reworked by microorganisms.
A second foundation came from soil carbon studies in the East River watershed itself. Molecular characterization of soil organic carbon across a subalpine catchment revealed that carbon composition varies dramatically with elevation — lower-elevation soils dominated by polysaccharides, higher-elevation soils enriched in carbonyl, phenolic, and aromatic carbon (Hsu et al., 2018). Modeling work showed that microbial respiration responses to wetting and drying require dormancy-enabled frameworks to be captured accurately (Liu et al., 2019), and field measurements documented strong seasonal and vegetation-driven variability in soil CO2 fluxes (McCormick, 2016).
Key findings
A central insight from research across the Gunnison Basin and analogous systems is that seasonal hydrology drives redox transitions that fundamentally restructure soil chemistry. In contaminated floodplain soils, hydrologic cycling produces Fe-reducing conditions in shallow depths and sulfate-reducing conditions deeper down, dissolving and re-precipitating iron(III)-(hydr)oxides and sulfide minerals on a yearly basis (Dewey et al., 2021). Crucially, even as these host minerals come and go, lead and other metals remain bound to particulate organic matter, keeping dissolved concentrations low — a finding that highlights organic matter as the master variable governing contaminant fate during redox swings (Dewey et al., 2021). Similar coupling between hydrology and redox emerges in mountain floodplain studies showing that beaver ponding flushes anoxic soil porewater into underlying gravel beds, while snowmelt and drought restore oxic conditions through diminished vertical connectivity (Babey et al., 2024).
Iron does not stay put. Up to 72% of dissolved iron in anoxic floodplain groundwater travels as nanoscale colloids — multi-phase assemblages of silica-coated ferrihydrite nanoparticles and Fe(II)-organic matter complexes — that persist under both oxic and anoxic conditions because silica and organic coatings prevent them from dissolving or aggregating (Engel et al., 2023). These colloids can move through redox-variable soils and discharge into surface waters, carrying iron, carbon, and trace nutrients across the land-water boundary. New imaging methods using synchrotron X-ray fluorescence are now able to detect and characterize the anoxic microsites — small pockets of oxygen depletion within otherwise oxic soils — that drive much of this heterogeneity (Noel et al., 2024).
Microbial communities make these chemical transitions happen. Metagenomic surveys of Slate River floodplain sediments near Crested Butte have uncovered diverse and often unconventional methane-cycling microbes, including three distinct clades of methanogens in deep anoxic zones and Candidatus Methanoperedens archaea that can be extraordinarily abundant in localized hotspots (Rasmussen et al., 2024). The same sediments host oligotrophic nitrifiers — Nitrosotalea-like archaea and Palsa-1315 comammox bacteria — that can use alternative nitrogen sources like urea, cyanate, and biuret, with conventional ammonia-oxidizing bacteria conspicuously absent (Rasmussen et al., 2025). Even more striking, giant linear DNA elements called Borgs, up to about 1 megabase in length, were discovered associated with Methanoperedens archaea and appear to expand their metabolic capacity for redox reactions and energy conservation (Al-Shayeb et al., 2022).
Current frontier
Research since 2020 has shifted from cataloging redox processes to resolving their fine-scale spatial and temporal structure. New X-ray chemical imaging approaches can now map anoxic microsites at micrometer resolution within intact soil cores, opening the possibility of incorporating redox heterogeneity into ecosystem models for the first time (Noel et al., 2024). Genome-resolved metagenomics is revealing that floodplain microbial communities harbor far more metabolic novelty than previously recognized, including unconventional methanotrophs, oligotrophic nitrifiers, and mobile genetic elements like Borgs that may rewire host metabolism (Al-Shayeb et al., 2022; Rasmussen et al., 2024; Rasmussen et al., 2025) (Rasmussen et al., 2024) (Rasmussen et al., 2025). At the watershed scale, hydrological connectivity models are linking soil redox conditions to gravel-bed water quality across seasons (Babey et al., 2024), while remote sensing techniques such as InSAR are quantifying how mass wasting on shale-rich slopes delivers fresh redox-active material to floodplains below (Lowry et al., 2020).
A particularly active frontier concerns the partitioning between modern, biologically cycled carbon and ancient petrogenic carbon weathered out of shale bedrock. Recent work shows that petrogenic carbon comprises 7-9% of soil organic carbon in East River valley soils, and that corrections for this inert pool are required when its fraction exceeds 0.125 to avoid biasing turnover-time estimates (Williams & Lawrence, 2025). This matters because the Gunnison Basin's shale geology means that distinguishing fast-cycling biological carbon from rock-derived carbon is essential for any honest accounting of how mountain soils respond to warming.
Open questions
Major uncertainties remain about how to scale up. We do not yet know how the microsite-level redox heterogeneity now visible through X-ray imaging translates into watershed-scale fluxes of carbon, nitrogen, and trace metals, nor how the metabolic novelty seen in metagenomes — Borgs, oligotrophic nitrifiers, unconventional methanotrophs — actually shapes greenhouse gas budgets in the field. The persistence and reactivity of mobile iron colloids during transport from hillslopes to streams is poorly constrained, especially under changing snowmelt regimes. And as climate change shifts the timing and magnitude of saturation in mountain floodplains, it is unclear whether the organic-matter-protected pools that currently retain carbon and contaminants will remain stable, or whether tipping points exist beyond which redox-driven release accelerates. Tackling these questions will require tighter integration of molecular-scale chemistry, genome-resolved microbiology, hydrologic modeling, and long-term observation at sites like the East River and Slate River floodplains.
References
Al-Shayeb, B., et al. (2022). Borgs are giant genetic elements with potential to expand metabolic capacity. Nature. →
Babey, T., et al. (2024). Mountainous floodplain connectivity in response to hydrological transitions. Water Resources Research. →
Dewey, C., et al. (2021). Porewater Lead Concentrations Limited by Particulate Organic Matter Coupled With Ephemeral Iron(III) and Sulfide Phases during Redox Cycles Within Contaminated Floodplain Soils. Environmental Science & Technology. →
Engel, M., et al. (2023). Structure and composition of natural ferrihydrite nano-colloids in anoxic groundwater. Water Research. →
Hsu, H.-T., et al. (2018). A molecular investigation of soil organic carbon composition across a subalpine catchment. Soil Systems. →
Liu, Y., et al. (2019). Modeling transient soil moisture limitations on microbial carbon respiration. Journal of Geophysical Research: Biogeosciences. →
Lowry, B., et al. (2020). A Case Study of Novel Landslide Activity Recognition Using ALOS-1 InSAR within the Ragged Mountain Western Hillslope in Gunnison County, Colorado, USA. Remote Sensing. →
McCormick, E. (2016). Carbon Dioxide Fluxes in Alpine and Subalpine Soils of the East River Watershed. →
Noel, V., et al. (2024). X-ray chemical imaging for assessing redox microsites within soils and sediments. Frontiers in Environmental Chemistry. →
Northup, D. E., et al. (2010). Diversity of rock varnish bacterial communities from Black Canyon, New Mexico. Journal of Geophysical Research: Biogeosciences. →
Parchert, K., et al. (2012). Fungal Communities Associated with Rock Varnish in Black Canyon, New Mexico: Casual Inhabitants or Essential Partners? Geomicrobiology Journal. →
Rasmussen, M., et al. (2024). Diverse and unconventional methanogens, methanotrophs, and methylotrophs in metagenome-assembled genomes from subsurface sediments of the Slate River floodplain, Crested Butte, CO, USA. mSystems. →
Rasmussen, M., et al. (2025). Metagenome-assembled genomes for oligotrophic nitrifiers from a mountainous gravelbed floodplain. Environmental Microbiology. →
Williams, M. & Lawrence, C. (2025). Quantifying the effect of petrogenic carbon on SOC turnover for two Rocky Mountain soils: when are petrogenic carbon corrections required? Journal of Geophysical Research: Biogeosciences. →
Species (31) →
Bacteria
Engelmann spruce
Picea abies
conifer species
Eucalyptus
Bacteroidetes
Ascomycota
Picea glauca
Pinus taeda
Firmicutes
Show 21 more speciess
Alphaproteobacteria
Gammaproteobacteria
Proteobacteria
Basidiomycota
spruce budworm
Thaumarchaeota
white spruce
Planctomycetes
Escherichia coli
Streptomyces
Chloroflexi
spruce bark beetle
Betaproteobacteria
Deltaproteobacteria
Yanofskybacteria
Euryarchaeota
Spodoptera frugiperda
Pinus virginiana
Candida albicans
Streptococcus bovis
rooted macrophytes
Concept (15) →
biogeochemical cycling
The cycling of chemical elements between living organisms and the physical environment, particularly carbon and nitrogen cycles
horizontal gene transfer
Transfer of genetic material between organisms through mechanisms other than vertical inheritance
host-microbiome interactions
The relationship between a host organism and its associated microbial community, including costs and benefits to host fitness
biolability
bark beetle disturbance
Tree mortality and ecosystem disruption caused by bark beetle infestation, resulting in pulsed release of conifer needles and altered biogeochemical c...
iron speciation
The cycling of iron between different chemical forms including soluble ferrous iron (Fe(II)) and ferric iron (Fe(III)) based on oxygen availability
mobile genetic elements
DNA sequences that can move or be transferred between different positions within genomes or between genomes
viral operational taxonomic units
Clustered viral sequences representing distinct viral taxa based on genomic similarity thresholds
microvirus diversity
The variety and distribution of small circular single-stranded DNA viruses that infect bacteria
dormancy model
Biogeochemical model that accounts for moisture-dependent activation and dormancy of distinct microbial communities at different effective saturations
Show 5 more concepts
redox potential
The reducing or oxidizing capacity of a system that determines a river or floodplain's ability to break down waste products and recycle carbon and nut...
digestive efficiency
The ability to extract nutrients from consumed food, measured here by frass mass relative to provision mass and extent of pollen grain digestion
metal pollution
Environmental contamination by heavy metals from mining activities affecting freshwater ecosystems
antimicrobial resistance
Properties of materials that inhibit microbial growth and decomposition
colloidal transport
Transport of nano- to microscale particles through porous media and across environmental interfaces
Protocol (14) →
DNA metabarcoding
Surface sterilization of plant tissues followed by DNA extraction and high-throughput sequencing of the ITS region to characterize fungal endophyte co...
16S rRNA gene sequencing
Systematic collection of sediment samples from floodplain sites at regular depth intervals followed by DNA extraction and metagenomic sequencing to ch...
Leaf pack method
Standard litterbag method deployed across elevation gradient to study litter decomposition rates and microbial succession. Involves placing known mass...
metaSPAdes assembly pipeline
Standard metagenomics pipeline involving assembly with MEGAHIT, binning with multiple tools, dereplication, and taxonomic classification using GTDB-tk...
Illumina paired-end sequencing
Standard Illumina library preparation using Nextera XT kit followed by paired-end sequencing on HiSeq 2500 platform to generate comprehensive metageno...
FTIR with ATR accessory (Pinaceae)
Fourier Transform Infrared spectroscopy analysis of ground needle samples to quantify functional group concentrations including aromatics, ethers, ami...
Metagenomic HMM metabolic profiling
Comprehensive Hidden Markov Model analysis of metagenomic sequences to identify and quantify metabolic functions across biogeochemical pathways. Uses ...
U.S. Geological Survey sediment preparation procedures
Extraction of iron and manganese from sediments using 0.5 N HCl with hydroxylamine hydrochloride in anaerobic conditions, followed by ICP-AES analysis...
Manual curation of large extrachromosomal elements (Archaea)
Manual identification and curation of large genome fragments using GC content, coverage patterns, and taxonomic profiles to assemble complete extrachr...
Viral sequence detection and vOTU clustering
Computational pipeline using VirSorter2 and CheckV for viral sequence identification, followed by clustering into viral operational taxonomic units an...
Show 4 more protocols
TPM normalization
Normalization of transcriptomic data using Transcripts Per Million (TPM) method.
maximum likelihood phylogeny
Construction of phylogenetic trees using concatenated ribosomal protein genes to determine evolutionary relationships. Uses IQ-TREE with maximum likel...
LC-MS plant metabolomics (Poaceae)
Extraction of plant metabolites using methanol/acetonitrile/water solvent followed by liquid chromatography-mass spectrometry analysis. Characterizes ...
Anoxic TEM-EDS elemental mapping
Transmission electron microscopy with energy dispersive X-ray spectroscopy performed under anoxic conditions using vacuum transfer holders to map elem...
Publication (16) →
From tree to tap: The impacts of climate change on biogeochemical processes during conifer needle distribution and broader implications for water quality in Colorado
Silviculture
X-ray chemical imaging for assessing redox microsites within soils and sediments
Host species and geographic location shape microbial diversity and functional potential in the conifer needle microbiome
A comparison of lodgepole and spruce needle chemistry impacts on terrestrial biogeochemical processes during isolated decomposition
Mountainous floodplain connectivity in response to hydrological transitions
Borgs are giant genetic elements with potential to expand metabolic capacity
Metagenome-assembled genomes for oligotrophic nitrifiers From a mountainous gravelbed floodplain
Structure and composition of natural ferrihydrite nano-colloids in anoxic groundwater
Porewater Lead Concentrations Limited by Particulate Organic Matter Coupled With Ephemeral Iron(III) and Sulfide Phases during Redox Cycles Within Contaminated Floodplain Soils
Show 6 more publications
Diverse and unconventional methanogens, methanotrophs, and methylotrophs in metagenome-assembled genomes from subsurface sediments of the Slate River floodplain, Crested Butte, CO, USA
Diversity of rock varnish bacterial communities from Black Canyon, New Mexico
Responses of soil and water chemistry to mountain pine beetle induced tree mortality in Grand County, Colorado, USA
Massive DNA "BORG" Structures Perplex Scientists
Fungal Communities Associated with Rock Varnish in Black Canyon, New Mexico: Casual Inhabitants or Essential Partners?
Bottom sediment chemistry and water quality near Mount Emmons, Colorado
Dataset (21) →
Borgs are giant extrachromosomal elements with the potential to augment methane oxidation
Software for the correlation analysis featured in the above manuscript.
Data from Stewart et al. 2026 "Organic Colloid Composition in Variable-Redox Porewaters within a Mountainous Floodplain"
Redox gradients, often driven by changes in sediment moisture levels in porous, heterogeneous groundwater systems, create dynamic conditions that may ...
Metagenome-assembled genomes from East River floodplain sediments near Crested Butte, CO, USA (May to September 2018)
Microorganisms play a key role in cycling nutrients and contaminants in the terrestrial environment depending on their genetic potential. Here, we pre...
Metagenome-assembled genomes from East River floodplain sediments near Crested Butte, CO, USA (June to September 2019)
Microorganisms play a key role in cycling nutrients and contaminants in the terrestrial environment depending on their genetic potential. Here, we pre...
Metagenome-assembled genomes from East River floodplain sediments near Crested Butte, CO, USA (June to September 2017)
Microorganisms play a key role in cycling nutrients and contaminants in the terrestrial environment depending on their genetic potential. Here, we pre...
In-situ electrochemical and water quality data; Slate River and East River floodplains, Crested Butte, CO; May 2022-September 2022.
This data package includes a time-series of field measurements from May to September 2022 in groundwater and surface water from the Slate River and Ea...
Total metal, carbon, anion, iron speciation, and sulfide concentrations; Slate River, East River, and Trail Creek surface water and floodplains, Crested Butte, CO; May 2023–August 2023
This data package comprises analytical results and metadata from stream and groundwater samples collected from the Slate River, East River, Trail Cree...
Meteorological, reference evapotranspiration and estimated transpiration data, July 2020-Dec 2021, Slate River Floodplain, Crested Butte, Colorado
This data package includes a time series of meteorological data (air temperature, relative humidity, barometric pressure, precipitation, wind speed, s...
Specific conductivity, pH, dissolved oxygen, water temperature, alkalinity and sulfide in-situ data; Slate River floodplain, Crested Butte, CO; May 2020-October 2020
This data package includes a time-series of field measurements from May to October 2020 in groundwater and surface water from the Slate River floodpla...
Metagenome-assembled genomes from Slate River floodplain sediments near Crested Butte, CO, USA (June 2018)
Microorganisms play a key role in cycling nutrients and contaminants in the terrestrial environment depending on their genetic potential. Here, we pre...
Show 11 more datasets
Total metals & anion concentration data; Slate River floodplain, Crested Butte, CO; May 2020-September 2020
This data package includes processed and undiluted measurements for metal and anion concentrations from pore water (groundwater) samples from the Slat...
Soil water content, matric potential, carbon dioxide and oxygen concentrations, Oct 2018-Dec 2021, Slate River Floodplain, Crested Butte, Colorado
This data package includes a time series of soil sensor data (temperature, water content, bulk electrical conductivity, porewater dissolved oxygen and...
Metagenome-assembled genomes from Slate River floodplain sediments near Crested Butte, CO, USA (September 2019)
Microorganisms play a key role in cycling nutrients and contaminants in the terrestrial environment depending on their genetic potential. Here we pres...
Specific conductivity, pH, dissolved oxygen, water temperature and alkalinity in-situ data; Slate River floodplain, Crested Butte, CO; March 2021-October 2021.
This data package includes a time-series of field measurements from March to October 2021 in groundwater and surface water from the Slate River floodp...
Groundwater level elevation and temperature data, Oct 2018-Dec 2021, Slate River Floodplain, Crested Butte, CO.
This data package includes a time series of water level and temperature measurements from October 2018 to December 2021 in groundwater and surface wat...
Metagenome-assembled genomes from Slate River floodplain sediments near Crested Butte, CO, USA (June to October 2020)
Microorganisms play a key role in cycling nutrients and contaminants in the terrestrial environment depending on their genetic potential. Here we pres...
Genome-resolved metagenomics and metatranscriptomics of microbial communities in three meander-bound floodplain soils along the East River, Colorado.
This dataset comprises paired environmental and genomic data for soil samples collected across meander-bound floodplains G (ERMG), L (ERML) and Z (ERM...
Additional file 2 of Virus diversity and activity is driven by snowmelt and host dynamics in a high-altitude watershed soil ecosystem
Additional file 2: Supplementary Table 1. Description of the 46 IMG metagenomes and 43 metatranscriptomes (related to Fig. 1A). Supplementary Table 2....
Per-Sample TPM with Annotations
Metatranscriptomic data generated from soil collected at the East River watershed, Crested Butte, CO. Normalized by TPM. Annotations included, and lab...
Table S1- Soil Chemistry Table
Chemical concentration and soil property measurements taken from soil collected at the East River, Crested Butte, CO.
Per-Sample TPM with Annotations
Metatranscriptomic data generated from soil collected at the East River watershed, Crested Butte, CO. Normalized by TPM. Annotations included, and lab...