Alpine Soil Nutrients, Climate Change, and Elevation Gradients
Combines field experiments, natural elevation gradients, and statistical modeling to understand how climate change alters soil biogeochemistry, nitrogen cycling, and plant-soil interactions in mountain ecosystems.
Knowledge Graph (836 nodes, 6897 connections)
Research Primer
Background
Mountain ecosystems are natural laboratories for studying how living communities respond to a changing climate. Because temperature, precipitation, and growing season length change predictably as you climb in elevation, researchers can use elevation gradients — sequences of sites arranged from low to high altitude — as a substitute for looking into the future, a technique sometimes called space-for-time substitution. In the Gunnison Basin, the East River valley rises from sagebrush meadows near Crested Butte into alpine tundra above Gothic, making it an ideal place to ask how warming, shifts in plant communities, and changing soil chemistry will alter the ecosystems on which headwater streams, wildlife, ranchers, and recreation depend.
At the heart of this research area are the intertwined cycles of carbon and nitrogen. Plants pull carbon dioxide from the atmosphere during photosynthesis, and some of that carbon ends up in soils as roots, litter, and exudates. Soil microbes — bacteria, fungi, and other tiny organisms — then break this material down, releasing nutrients that plants can reuse and returning CO2 to the atmosphere through soil respiration. The balance between how much carbon plants capture and how much microbes release determines whether a mountain meadow is a net carbon sink or source. Key processes in this balance include nitrogen mineralization (the conversion of organic nitrogen into forms plants can absorb) and extracellular enzyme activity (enzymes released by microbes that break down organic matter).
To understand how these processes change, scientists pay close attention to functional traits of plants — measurable features like specific leaf area (SLA, the ratio of leaf area to dry mass), leaf dry matter content, and root architecture that describe how a plant makes its living. Dominant species, the most abundant plants in a community, often set the pace of ecosystem processes through the litter they drop and the microbial partners they host, including arbuscular mycorrhizal fungi (AMF) and dark septate endophytes (DSE) that colonize roots. Researchers test these relationships by combining elevation gradients with manipulative climate change experiments such as experimental warming and dominant species removal, which reveal whether ecosystems are resilient (able to bounce back) or resistant (unchanged) in the face of disturbance.
Foundational work
Early work framing this research emerged from Gothic itself. Harte's plot-to-landscape warming studies laid the groundwork for using montane meadows to understand ecological feedbacks to climate change (Harte, 1998), and Torn and Harte showed that montane soils consume atmospheric methane in ways that create both positive and negative feedbacks with warming (Torn & Harte, 1996). These papers helped establish the Rocky Mountains as a place where small plots could speak to global questions.
The conceptual scaffolding for using elevation as a climate proxy was formalized by Sundqvist and colleagues, who reviewed how community and ecosystem properties shift along elevation gradients and argued that combining gradient studies with experiments would sharpen predictions about global change (Sundqvist et al., 2013). A decade later, a global synthesis of treeline ecotones showed that falling temperatures at higher elevations did not change tree leaf nitrogen and phosphorus concentrations, but consistently reduced nitrogen in the ground-layer plant community, producing a striking convergence of plant nutrient ratios across continents (Mayor et al., 2017). In parallel, a meta-analysis of soil communities found that belowground diversity did not follow any single rule along temperature or pH gradients, demonstrating that microbial patterns are, as the authors put it, consistently inconsistent (Hendershot et al., 2017).
Key findings
A central result from Gunnison Basin research is that dominant plants exert powerful but sometimes subtle controls on belowground processes. Removing dominant species such as Festuca thurberi across an elevation gradient marginally reduced nitrogen mineralization rates by about 27% and sharply reduced the variation in those rates, while carbon mineralization was more sensitive to climate, peaking at the wettest, highest site (Rewcastle et al., 2022). Yet plant communities themselves often proved resilient: after four years of losing a dominant grass, remaining species shifted their traits to resemble the missing dominant, and fungal colonization of neighboring plants was largely unchanged by either nitrogen addition or species removal (Read et al., 2017) (Henning et al., 2019).
Experimental nitrogen additions have revealed an asymmetry between above- and belowground responses. Inorganic nitrogen fertilization increased aboveground biomass production by roughly 60% and boosted soil carbon efflux by about 50%, yet did not change plant species diversity or the fungal partners living inside roots (Read et al., 2017) (Henning et al., 2019). Warming experiments tell a similarly context-dependent story: soil respiration rose dramatically — by about 104% — under warming at a low-elevation site but showed no response at high elevation (Sharon, 2020), and microbial enzyme responses to warming appeared mainly at high elevation and mainly when a dominant plant had also been removed (Spinella et al., 2024). Plot-level plant biomass even declined by 33% under warming at low elevation, contrary to expectations (Calhoun, 2020).
When researchers have tried to predict community composition from traits alone, the results have been humbling. Intraspecific variation — differences among individuals of the same species — was larger than global averages and swamped differences between species, so trait-based models performed worse than a simple null model at predicting which plants would be abundant in a given meadow (Read et al., 2017). At the ecosystem scale, plant phylogenetic diversity emerged as the strongest predictor of peak growing-season carbon uptake across the gradient, with climate acting indirectly through its influence on diversity (Prager et al., 2021). Together these studies paint a picture of mountain ecosystems in which climate, dominant species, and belowground biology interact in ways that no single driver can summarize.
Current frontier
Early work in the 1990s established montane meadows as sentinels for global change, and studies from 2013 through 2019 built the trait-based and meta-analytic frameworks now used to interpret them. Research since 2020 has pivoted toward networked, multi-site experiments that cross warming with dominant species removal, most visibly the WaRM (Warming and Removal in Mountains) Network, which uses factorial designs at high and low elevation sites to separate direct climate effects from indirect effects mediated by plant community change (Prager et al., 2022). Recent WaRM results show that warming and species loss rarely act independently — their interaction governs microbial biomass, enzyme activity, and respiration in ways that differ between low- and high-elevation meadows (Spinella et al., 2024) (Sharon, 2020).
The newest studies are also expanding what counts as a response variable. Work on root architecture is documenting how fine-to-coarse root ratios shift with elevation, hinting that belowground carbon allocation may be as climate-sensitive as aboveground biomass (Silver, 2020). Parallel efforts are asking whether microorganisms obey the macroecological rules developed for plants and animals, integrating sequencing data across habitats and clades (Dickey et al., 2021). And research on pollinators such as bumble bees is beginning to link body size variation to the same climate drivers that shape soil and plant processes, suggesting a more integrated view of mountain ecosystem change (Fitzgerald, 2025).
Open questions
Several major uncertainties remain. First, we do not yet know how long the resilience observed in short-term removal experiments will last, or whether repeated climate extremes will eventually push meadows past a tipping point where dominant species cannot be replaced. Second, the mechanisms linking plant phylogenetic diversity to carbon uptake are poorly understood — is it belowground microbial partnerships, trait complementarity, or something else? Third, the strong context-dependence of warming effects between low- and high-elevation sites means that scaling plot-level findings to the whole Gunnison Basin, let alone to other mountain regions, remains difficult. Progress over the next decade will likely come from longer-running factorial experiments within networks like WaRM, from pairing molecular tools with traditional soil measurements to connect microbial identity to function, and from integrating plant, soil, and pollinator responses into a single picture of how mountain ecosystems are reorganizing under climate change.
References
Calhoun, D. (2020). Investigating alpine plant community responses to simulated warming and dominant species removal at a low and high elevation in the Colorado Rocky Mountains. →
Dickey, J. R., et al. (2021). Do microorganisms obey macroecological rules? Authorea. →
Fitzgerald, J. (2025). Dimensions of difference: Multi-scale consequences of trait variation in bumble bees. →
Harte, J. (1998). Ecological Feedbacks to Global Warming: Extending Results from Plot to Landscape Scale. →
Hendershot, J. N., Read, Q. D., Henning, J. A., Sanders, N. J., Classen, A. T. (2017). Consistently inconsistent drivers of patterns of microbial diversity and abundance at macroecological scales. Ecology. →
Henning, J. A., Read, Q. D., Sanders, N. J., Classen, A. T. (2019). Fungal colonization of plant roots is resistant to nitrogen addition and resilient to dominant species losses. Ecosphere. →
Mayor, J. R., Sanders, N. J., Classen, A. T., et al. (2017). Elevation alters ecosystem properties across temperate treelines globally. Nature. →
Prager, C. M., Classen, A. T., Sundqvist, M. K., et al. (2021). Climate and multiple dimensions of plant diversity regulate ecosystem carbon exchange along an elevational gradient. Ecosphere. →
Prager, C. M., et al. (2022). Integrating natural gradients, experiments, and statistical modeling in a distributed network experiment: An example from the WaRM Network. Ecology and Evolution. →
Read, Q. D., Henning, J. A., Classen, A. T., Sanders, N. J. (2017). Aboveground resilience to species loss but belowground resistance to nitrogen addition in a montane plant community. Journal of Plant Ecology. →
Read, Q. D., Henning, J. A., Sanders, N. J. (2017). Intraspecific variation in traits reduces ability of trait-based models to predict community structure. Journal of Vegetation Science. →
Rewcastle, K. E., et al. (2022). Plant removal across an elevational gradient marginally reduces rates, substantially reduces variation in mineralization. Ecology. →
Sharon, A. (2020). The Impact of Warming and Species Removal on Soil Respiration at Low and High Elevations. →
Silver, E. (2020). An investigation into the effects of arbuscular mycorrhizal fungi (AMF) to dark septate endophytes (DSE) ratio on the coarse root to fine root ratio at varying elevation in the rocky mountains. →
Spinella, J., et al. (2024). Context dependence of warming induced shifts in montane soil microbial functions. Functional Ecology. →
Sundqvist, M. K., Sanders, N. J., Wardle, D. A. (2013). Community and Ecosystem Responses to Elevational Gradients: Processes, Mechanisms, and Insights for Global Change. Annual Review of Ecology, Evolution, and Systematics. →
Torn, M., Harte, J. (1996). Methane consumption by montane soils: implications for positive and negative feedback with climate change. Biogeochemistry. →
Species (23) →
Concept (115) →
climate change
Global temperature increase and associated changes in precipitation patterns and extreme weather affecting ecosystems worldwide
elevation gradient
nitrogen retention
carbon cycling
energy harvest capacity
The microbiome's ability to extract energy from dietary sources
thermal constraints
Limitations on activity imposed by temperature and radiation conditions
trait variation
photosynthetic storage
soil respiration
CO2 efflux from soils to atmosphere representing combination of autotrophic respiration (root respiration) and heterotrophic respiration (microbial de...
specific leaf area
The ratio of leaf area to dry mass, often associated with dry conditions as it reduces surface area and water loss from the leaf
Show 105 more concepts
community structure
seasonal cycle
species abundance
Population size or density of individual species within a habitat
stand density effects
How tree growth and biomass allocation patterns change based on local neighborhood tree density and competition
temporal flexibility
Variation in interspecific interactions across time periods over which organisms co-occur that leads to flexible network structure
soil organic carbon stabilization
Mechanisms by which organic carbon is protected from decomposition in soils through physical, chemical, and biological processes
metagenome-assembled genome
Genomic bins reconstructed from metagenomic sequencing data representing individual microbial taxa
aboveground primary productivity
Net production of plant biomass above ground surface measured as standing crop minus losses to herbivores
climate change experiments
Manipulative experiments that alter abiotic conditions or reciprocally transplant individuals to understand and predict the effects of environmental c...
detritus breakdown
The decomposition and fragmentation of dead organic matter by organisms, particularly the conversion of coarse to fine particulate organic matter
soil pH
Measure of soil acidity/alkalinity that may influence plant phenotype expression
functional traits
Plant characteristics that reflect ecological strategies, including specific leaf area and leaf dry matter content
PET/P ratio
microbial activity
biogeochemical cycling
The cycling of chemical elements between living organisms and the physical environment, particularly carbon and nitrogen cycles
intraspecific variation
Raw material on which ecological and evolutionary processes act - variation of traits within species that can mediate responses to biotic and abiotic ...
ecoregion
Geographic classification system used to reduce complexity and simplify presentation of continental-scale results
seed dispersal
Movement of seeds away from parent plants through various mechanisms including wind, animals, and gravity
gene coalescence
Statistical method for recognizing evolutionarily independent lineages based on genealogical patterns in molecular data
functional traits
Measurable morphological and physiological characteristics of organisms that influence ecological performance
potential evapotranspiration
An approximation of non-water stressed evapotranspiration calculated using energy-only methods from net radiation estimates
stream metabolism
environmental filtering
Leaf carbon content
interaction turnover
Changes in network composition between treatments, partitioned into species turnover versus interaction rewiring components
body size
body size variation
Variation in organismal body size both within and between species, influenced by environmental and genetic factors
carbon mass balance
Accounting framework that tracks carbon inputs, transformations, and outputs in environmental systems to quantify net carbon fluxes
drought severity
Standardized measure of water deficit calculated using the Standardized Precipitation Evapotranspiration Index (SPEI) over 12-month periods
Rensch's Rule
extinction cascades
root-regolith interactions
The interplay of belowground, microsite-scale biological, physical, and chemical processes that intersect to drive whole-ecosystem functioning
stomatal conductance
community weighted mean
complexity
genotype by environment interaction
Differential expression of genotypes across environmental conditions, indicating genetic variation in phenotypic plasticity
Species Interaction-Abiotic Stress Hypothesis
Predicts that species interactions should disappear at the stressful end of environmental gradients where abiotic conditions constrain species ranges
climate change projections
Future climate scenarios based on different greenhouse gas emission pathways, specifically RCP 4.5 and RCP 8.5 scenarios
species range limits
The geographic or environmental boundaries beyond which species cannot persist, potentially influenced by biotic interactions
molecular formula abundance
Calvin cycle
soil moisture limitations
The constraint of microbial activity and carbon respiration by water availability in soil systems
root mass depth distributions
litter quality
facilitation
decomposition
functional responses
leaf economics spectrum
Describes consistent and strong correlations among plant functional traits reflecting the ecological tradeoffs and constraints of plants around resour...
Metabolic Theory of Ecology
Theory providing mass-metabolism scaling rules that relate metabolic rate to organism mass through allometric relationships
NPP
LM
Relative Euclidean Distance
percent cover
The percentage of ground area covered by a particular plant species when viewed from above
competition
maximum temperature
Maximum temperature of warmest month, capturing seasonality in contrast to average annual temperatures
Functional Trait-based Approach
inorganic carbon
CO2 fertilization
Enhanced plant growth due to increased atmospheric carbon dioxide concentrations
turnover times
meta-analysis
Quantitative synthesis of results from multiple independent studies to identify general patterns
dominant species removal
Experimental removal of the most abundant plant species to test effects of species loss on community structure and function
distribution
LDMC
body size-temperature rule
Higher temperatures shorten larval developmental period leading to smaller adults, where body size exhibits temperature-mediated variation
apparency hypothesis
biogeographical patterns
Geographic patterns in biodiversity and chemical diversity across latitudinal and environmental gradients
SLA
Akaike Information Criterion
A model selection criterion that balances goodness of fit with model complexity by penalizing models with more parameters
diversification
extracellular enzyme activity
endophytes
Internal aboveground symbionts living within plant tissues that can produce alkaloids for plant defense
microbial biomass
Total amount of living microbial tissue in soil measured as carbon and nitrogen content
Birch effect
leaf number
GEP
scaling relationships
Publication bias
resilience
The ability of a system to change but maintain its basic attributes; a resilient forest stand subjected to disturbance will return to conditions simil...
nonlinear process interactions
organic functional groups
extracellular enzyme activity
Activity of enzymes secreted by soil microorganisms that catalyze decomposition of organic matter and provide assimilable carbon and nitrogen compound...
Arctic browning
trait covariance
clay concentration
Accuracy
Range shifts
belowground systems
Underground ecosystem components crucial for sustaining ecosystem function but often remain unseen
abundance-occupancy relationships
response ratio
Statistical measure of effect size calculated as the ratio of treatment to control group means
UV254
functional evenness
trait-based ecology
Approach using organism functional traits to understand ecological patterns and predict responses to environmental change
space-for-time substitution
Assumption that spatial differences in environmental conditions can predict temporal responses to environmental change
base studies
bloom formation
percentage change
complex adaptive systems
Na
aspect
head width scaling
extracellular electron transfer
molecular evolution rate
Rate of nonsynonymous substitutions per nonsynonymous site normalized by synonymous substitutions per synonymous site (dN/dS)
Relative contributions
altitudinal migration
colorism
Protocol (13) →
soil respiration measurement
Continuous measurement of soil CO2 concentrations at multiple depths using automated sensors to calculate soil CO2 fluxes via gradient approach. Inclu...
Loss-on-ignition method
Systematic excavation of 1-meter soil pits with depth-stratified sampling at 10 cm intervals for soil organic carbon, nitrogen, and dissolved organic ...
Factorial field experiment
Factorial experiment crossing nitrogen addition treatments with dominant species removal treatments in replicated plots to test community responses to...
Leaf pack method
Standard litterbag method deployed across elevation gradient to study litter decomposition rates and microbial succession. Involves placing known mass...
GIS spatial data extraction (Plantae)
Integration of field GPS coordinates with multiple spatial datasets (elevation, slope, land cover, climate) to characterize environmental conditions a...
Meta-analysis with log-response ratios
Comprehensive search of Web of Science databases for manipulative experiments on terrestrial carbon cycling responses to global change drivers, follow...
census (Plantae)
Population counting and demographic data collection of plant species.
FTIR with ATR accessory (Pinaceae)
Fourier Transform Infrared spectroscopy analysis of ground needle samples to quantify functional group concentrations including aromatics, ethers, ami...
Chloroform fumigation extraction
Standard chloroform fumigation direct extraction technique for measuring soil microbial biomass, combined with soil chemistry analysis and enzyme acti...
Water use efficiency analysis (Plantae)
R script analysis of sex differences in integrated water use efficiency and population operational sex ratios in Valeriana edulis.
Show 3 more protocols
Repeatability analysis
Statistical analysis using subset of main data to assess repeatability of measurements.
soil enzyme activity assay
Measurement of six different soil extracellular enzyme activities using microplate spectrophotometry to understand microbial activity and nutrient cyc...
Systematic review of microbial macroecology literature
A comprehensive systematic review using database searches, citation network expansion, and vote counting to assess evidence for macroecological rules ...
Publication (26) →
Integrating natural gradients, experiments, and statistical modeling in a distributed network experiment: An example from the WaRM Network
Revealing the direct and indirect effects of climate change on soil nutrient dynamics and forage resources in mountain ecosystems
Do microorganisms obey macroecological rules?
Ecological Feedbacks to Global Warming: Extending Results from Plot to Landscape Scale
Individual variation in plant traits drives species interactions, ecosystem functioning, and responses to global change.
Biotic and abiotic drivers of plant symbionts determine plant performance, the maintenance of diversity, and response to global change
A meta-analysis of 1,119 manipulative experiments on terrestrial carbon-cycling responses to global change
Terrestrial ecosytem feedbacks to global climate change
Climate and multiple dimensions of plant diversity regulate ecosystem carbon exchange along an elevational gradient
Ration experiments with swine, 1906-1908 /
Show 16 more publications
Dimensions of difference: Multi-scale consequences of trait variation in bumble bees
Community and Ecosystem Responses to Elevational Gradients: Processes, Mechanisms, and Insights for Global Change
Plant removal across an elevational gradient marginally reduces rates, substantially reduces variation in mineralization
Elevation alters ecosystem properties across temperate treelines globally
Aboveground resilience to species loss but belowground resistance to nitrogen addition in a montane plant community
Consistently inconsistent drivers of patterns of microbial diversity and abundance at macroecological scales
Fungal colonization of plant roots is resistant to nitrogen addition and resilient to dominant species losses
Context dependence of warming induced shifts in montane soil microbial functions
Investigating alpine plant community responses to simulated warming and dominant species removal at a low and high elevation in the Colorado Rocky Mountains
Intraspecific variation in traits reduces ability of trait-based models to predict community structure
An investigation into the effects of arbuscular mycorrhizal fungi (AMF) to dark septate endophytes (DSE) ratio on the coarse root to fine root ratio at varying elevation in the rocky mountains
Direct and Indirect Consequences of Climate Change on Net Ecosystem Exchange.
Causes and consequences of dominant and subdominant plant species effects on ecosystem function: using above-and belowground traits in an alpine meadow system
The Impact of Warming and Species Removal on Soil Respiration at Low and High Elevations
The effect of plant trait variation on plant production
Methane consumption by montane soils: implications for positive and negative feedback with climate change
Dataset (12) →
Percent plant cover, Warming and Removal in Mountains (WaRM) experiment, Rocky Mountain Biological Laboratory, 2013-2022
These data were collected from 2013 to 2022 near the Rocky Mountain Biological Laboratory in Colorado. They are from a climate change experiment that ...
Plant and carbon data, snowmelt manipulation experiment, Rocky Mountain Biological Laboratory (RMBL), 2023
These data are from a 2023 snowmelt manipulation experiment in Vera Meadow at the Rocky Mountain Biological Laboratory. We experimentally advanced the...
Effects of Plant Removal on Mineralization Rates at the Rocky Mountain Biological Laboratory, Gunnison County, Colorado: 2018
[object Object]
A global database of plant production and carbon exchange from global change manipulative experiments
1. Database used in the article entitled "A meta-analysis of 1,119 manipulative experiments on terrestrial carbon-cycling responses to global change",...
Data from: Aboveground resilience to species loss but belowground resistance to nitrogen addition in a montane plant community
Data from: Aboveground resilience to species loss but belowground resistance to nitrogen addition in a montane plant community, Read, Quentin D., Henn...
The impact of warming on peak-season ecosystem carbon uptake is influenced by dominant species in warmer sites
Climatic warming affects ecosystem-scale carbon fluxes directly through its impact on photosynthesis and respiration, and indirectly by altering the p...
Manual soil CO2 flux, temperature and water content measurements from the Snodgrass and Copper Creek elevation transect
The manual_soil_measurements_2022_2023.csv data set contains all of the manually measured soil CO 2 efflux, volumetric water content and soil temperat...
Manual soil CO2 flux, temperature and water content measurements from the Snodgrass and Copper Creek elevation transect
The manual_soil_measurements_2022_2023.csv data set contains all of the manually measured soil CO 2 efflux, volumetric water content and soil temperat...
Long-term changes in flowering synchrony reflect climatic changes across an elevational gradient
These are the data with the accompanying R code used in the article Long-term changes in flowering synchrony reflect climatic changes across an elevat...
Facilitation strength across environmental and beneficiary trait gradients in stream communities
Ecosystem engineers modify habitats in ways that facilitate other community members by ameliorating harsh conditions. The strength of such facilitatio...
Show 2 more datasets
Depth profiles of soil CO2 Concentrations, soil temperature, and soil moisture (Rocky Mountain Biological Laboratory, Gothic, Colorado, 2011-2016)
Soil respiration (the flux of CO2 from the soil surface) is one of the largest and most variable fluxes in the global carbon cycle, and yet also one o...
AmeriFlux US-UR4 Gunnison - UCRB
This is the AmeriFlux version of the carbon flux data for the site US-UR4 Gunnison - UCRB. Site Description - This site is located in Gunnison, Colora...
