Generalized additive modeling
Hierarchical Bayesian models predicting vital rates from individual and neighborhood characteristics, with population-level random effects and model selection via WAIC.
Nondestructive plant size measurement for biomass prediction (Asteraceae)
Systematic measurement of plant morphological characteristics (leaf number, leaf area, stalk count, etc.) before plant extraction to develop predictive relationships with total plant biomass. Differen...
Nutrient Diffusing Substrates (NDS)
Factorial experimental design using artificial stream channels to test temperature and nutrient effects on algae growth. Solar heating systems create temperature gradients while drip systems deliver c...
Tiger salamander feeding preference mesocosm trials (Ambystomatidae)
Controlled feeding trials in plastic mesocosms where starved salamanders are presented with multiple prey types and their consumption and foraging behavior is observed and quantified over a fixed time...
change point analysis (Sciuridae)
Statistical method using continuous two-phase models to identify the age at which body mass growth stabilizes at adult levels in golden-mantled ground squirrels.
fecal flotation (Sciuridae)
Fecal sample collection and zinc sulfate flotation protocol for detecting intestinal parasites including Ascaris, Eimeria, and Entamoeba in marmot feces.
oven-dry mass measurement
Standardized measurement of individual larval dry mass using precision microbalance after oven-drying at controlled temperature. Applied to assess growth and biomass responses to experimental treatmen...
radio-telemetry (Sciuridae)
Intensive monitoring of juvenile emergence and movements using daily visual observations and grid-based distance calculations to characterize dispersal timing, distance, and settlement patterns.
residual body condition index (Sciuridae)
Linear mixed effect models to estimate individual body mass at key seasonal transition points, accounting for day-of-year effects and random variation among years, sites, and individuals. Provides sta...
species-area relationship
Nested sampling design to construct species-area relationships across multiple spatial scales by subdividing plots into equal-area quadrats and averaging species counts across equivalent areas.
structure from motion
Integrates multiple spatial data layers including lidar, airborne geophysics, hyperspectral remote sensing, and satellite data to characterize hillslope properties. Computes average values and percent...
Artificial flower UV exposure selection experiment
Controlled experiment using artificial flowers with discrete bullseye phenotypes exposed to UV-present vs UV-absent treatments to test UV-mediated selection on floral traits. Pollen viability measured...
Audio playback experiment
Controlled playback experiments using modified alarm calls to test receiver behavioral responses to different acoustic features including added noise and nonlinear phenomena.
Factorial drought and nutrient stress experiment (Brassicaceae)
Greenhouse factorial experiment manipulating water availability (3 levels) and nutrient supply (2 levels) to test resource limitation effects on fitness components. Plants grown from field-collected s...
Persulfate phosphorus digestion
Standard colorimetric method for measuring soluble reactive phosphorus and total dissolved phosphorus in water samples using spectrophotometry. Total dissolved phosphorus samples are first digested wi...
Principal Component Analysis (Brassicaceae)
Genomic sequencing and demographic modeling using GADMA2 to estimate historical gene flow patterns and migration rates between populations across elevational gradients.
Reciprocal egg-transfer experiment for bee larval survival (Megachilidae)
Laboratory experiment transferring bee eggs between different pollen provision types to test effects on larval survival. Eggs moved between Taraxacum and native Asteraceae provisions in a balanced rec...
Visual and camera trap survey of small mammals
Combined direct visual observation during peak activity periods with motion-activated camera bucket traps to determine species presence/absence in meadow habitats. Camera traps used small entry holes ...
focal animal sampling
Standardized pellet count method for estimating deer density using systematic transect surveys with random placement. Identifies scat to species level where possible to distinguish herbivore types usi...
neutrophil:lymphocyte ratio (Sciuridae)
Blood collection and analysis to determine neutrophil and lymphocyte counts for calculating neutrophil-to-lymphocyte ratios as a measure of immune response activity.
soil incubation (Asteraceae)
Factorial greenhouse experiment testing effects of soil inoculum source and sterilization on alpine grass growth, traits, and fungal colonization. Plants grown in standardized sand-inoculum mixtures w...
Behavioral discrimination experiments for individual recognition (Sciuridae)
Controlled experiments testing marmots' ability to distinguish between individuals using acoustic and olfactory cues to assess recognition capabilities within social groups.
Camera trap hummingbird visitation monitoring (Aves)
Time-lapse photography of individual flowers using motion-activated cameras to capture and quantify hummingbird feeding visits. Combined with machine learning image processing to automate detection.
Digital image analysis
Comprehensive measurement of forewing length, wing melanism, and setal length from pinned butterfly specimens using digital micrometry, photography, and microscopy. Wing melanism quantified using stan...
Electrical Resistivity Tomography
Time-lapse electrical resistivity imaging using dipole-dipole array configuration to map subsurface electrical conductivity patterns and estimate soil moisture distribution across the hillslope.
Gynodioecious plant pollen receipt census
Field census method to quantify pollen receipt patterns in populations of gynodioecious plants with varying sex ratios and floral densities. Involves systematic counting of flowers by sex and measurem...
HPLC glucosinolate analysis
Extraction and quantification of desulfated glucosinolates from plant leaves using high-performance liquid chromatography with diode array and charged aerosol detection. Follows established desulfatio...
JWatcher behavioral analysis
Systematic recording and quantification of animal behaviors using standardized ethogram categories and time budget analysis with JWatcher software.
Leaf pack method
Standard litterbag method deployed across elevation gradient to study litter decomposition rates and microbial succession. Involves placing known masses of litter in mesh bags and retrieving over time...
Potter trap
Standard bird capture protocol using Potter's traps baited with seed, followed by individual banding and morphological measurements for population monitoring and identification.
Rope dragging technique
Active nest searching technique using a 12m rope with attached aluminum cans dragged through suitable habitat to flush female birds from concealed ground nests.
SNOTEL and cooperative observer networks
Comprehensive deployment of precipitation, atmospheric, and surface energy budget sensors across elevation and topographic gradients in complex terrain. Network includes core sites with full instrumen...
Snow pit stable isotope sampling
Systematic collection of snowpack samples across elevation gradients using snow pits dug at 10 cm increments to obtain SWE-weighted composite isotopic signatures representative of accumulated snowpack...
Specific leaf area (SLA) measurement
Standard protocol for measuring leaf traits by scanning fresh leaves, counting trichomes using ImageJ, then drying and weighing leaves to calculate specific leaf area. Uses ImageJ software for digital...
Starch gel electrophoresis (Polemoniaceae)
Standard enzyme electrophoresis technique used to determine genotypes at the 6PGD-2 locus for parentage assignment. Distinguishes between homozygous medium (MM) and homozygous slow (SS) allelic varian...
Systematic grid demographic monitoring of aspen
Systematic establishment of gridded plots across watersheds followed by long-term monitoring of tagged individual trees for mortality and recruitment rates. Combined with environmental characterizatio...
focal animal sampling (Cervidae)
Controlled experiment using feeding stations paired with predator scent cues to test antipredator behavioral responses. Individual feeding times are recorded to quantify vigilance behavior in response...
gastric-lavage (Ambystomatidae)
Modified gastric-lavage technique to obtain stomach contents for prey identification, enumeration, and biomass/caloric calculations using published conversion factors.
mark-recapture (Cricetidae)
Standard live-trapping protocol using Longworth traps in grid arrays for mark-recapture population estimation of small mammals with individual marking and release.
stable isotope analysis (Plantae)
Collection and isotopic analysis of xylem and soil water to determine plant water sources using δ18O and δ2H signatures combined with Bayesian mixing model to quantify proportional contributions from ...
CNS elemental analysis (Limnephilidae)
Short-term incubation of caddisfly larvae in filtered pond water to measure nitrogen and phosphorus excretion rates under ambient conditions. Five larvae per species were incubated for one hour in sha...
Duchateau and Velthuis ovarian classification (Halictidae)
Collection of female halictid bees at nest sites using nets or vacuum devices, with individual storage and cryopreservation for chemical analysis. Includes morphological measurement and ovarian stage ...
Elevational fungal transplant experiment (Poaceae)
A controlled field experiment transplanting grass species across elevational gradients with manipulated fungal soil communities to test effects of plant-fungi mismatches on plant performance during cl...
Factorial phenology-water manipulation of potted wildflowers
A factorial experiment manipulating both flowering phenology (by moving plants between elevations) and water availability (through differential watering regimes) using potted native plants in field ar...
Flow cytometry nuclear DNA content analysis (Salicaceae)
Cytotype inference using twelve multinational microsatellites with 97% correct classification for cytotype. Individual plants defined as diploid or triploid based on maximum number of alleles observed...
GIS-based human disturbance quantification (Sciuridae)
RASTER-based spatial analysis to quantify multiple metrics of anthropogenic disturbance including distance to infrastructure and proportion of impervious surfaces within species-specific buffer zones.
LI-COR gas exchange measurements (Asteraceae)
Comprehensive measurement of leaf morphological, physiological, and chemical traits including stomatal conductance, leaf mass per area, nitrogen content, and spectral properties to characterize plant ...
Macroinvertebrate nutrient excretion incubation
Organisms are incubated in filtered pond water for one hour to measure nitrogen and phosphorus excretion rates through water chemistry analysis before and after incubation.
Multi-factor abiotic site characterization
Comprehensive measurement of soil nutrients, moisture, pH, topographic aspect, and interpolated climate variables to characterize abiotic conditions at vegetation sampling sites.
Multiple-choice feeding preference assay (Limnephilidae)
Larvae offered multiple food choices in aquatic containers with instantaneous behavioral sampling over extended time periods to quantify feeding preferences.
