Protocols

All (1474)Explore Protocol Graph

511 protocols

analytical

Nearest neighbor host detection analysis (Orobanchaceae)

Plant species composition within 15cm of Castilleja individuals is compared to random background vegetation to statistically identify overrepresented taxa as potential hosts. This provides an indirect...

spatial association2 papersmeasuring tape or calipers, data sheets
analyticalstandardized

Pan-mammalian DNA methylation microarray profiling (Muridae)

A microarray-based approach to profile DNA methylation at conserved CpG sites across diverse mammalian species without requiring species-specific reference genomes. Enables direct comparison of methyl...

epigenetic2 paperspan-mammalian DNA methylation microarray
analytical

Plant biomass allocation analysis (Valerianaceae)

Calculation and statistical analysis of plant biomass allocation between vegetative and reproductive tissues using arcsin transformations and three-way ANOVA.

resource allocation assessment2 papersanalytical tools, scales...
analytical

Principal Component Analysis

Statistical analysis of stream chemistry data transformed to compositional units using PCA to evaluate spatial and temporal trends while removing effects of dilution.

multivariate statistics2 papersstatistical software
analytical

Root Weight Fraction bioassay (Silphidae)

Use of oat seedling growth parameters including root weight fraction to assess soil nutrient availability and quality following various treatments.

soil quality measurement2 papersoat seeds, distilled water...
analyticalstandardized

Sequential NaCl-pyrophosphate extraction

Sequential chemical extractions using water, sodium pyrophosphate, HCl, and sodium dithionite to selectively dissolve mineral phases of varying crystallinity and their associated organic carbon.

chemical extraction2 paperscentrifuge, shaker...
analytical

Shannon Diversity Index

Calculation of Shannon diversity index (ln type) and Simpson dominance index (1-D) from species count data using online biodiversity calculator. Standard ecological diversity metrics for comparing com...

diversity metrics2 papersOnline biodiversity calculator
analyticalstandardized

Structural equation modeling (Polemoniaceae)

Path analysis using structural equation modeling to test competing hypotheses about causal relationships between nectar traits, robbing, pollination, and fitness.

causal modeling2 papersSAS Version 8
analyticalstandardized

Systematic literature review

Systematic search and evaluation of published literature examining relationships between phenological shifts and demographic consequences using specific search criteria in Web of Science.

meta-analysis2 papers
analyticalstandardized

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 in microorganisms across multiple taxonomic groups...

literature synthesis2 papersWeb of Science, Google Scholar...
analyticalstandardized

TRY plant trait database (Plantae)

Systematic compilation and cleaning of plant trait records from multiple databases to create a comprehensive tundra plant trait dataset. Combined TRY database records with Tundra Trait Team contributi...

database synthesis2 papersTRY database, TTT contributor datasets...
analyticalstandardized

Viral metagenomics from mammalian feces (Sciuridae)

A comprehensive protocol for extracting, amplifying, sequencing and analyzing viral DNA from fecal samples to identify microviral genomes. Uses rolling circle amplification followed by high-throughput...

molecular2 papersHigh Pure viral nucleic acid kit, TempliPhi 2000 kit...
analyticalstandardized

X-ray Absorption Near Edge Structure spectroscopy

Sulfur K-edge X-ray Absorption Near Edge Structure spectroscopy was used to determine sulfur speciation in solid samples including bedrock, soils, and sediments. Linear combination fitting was used to...

spectroscopic2 paperssynchrotron X-ray sources, XANES spectroscopy equipment...
analyticalstandardized

cellulose acetate electrophoresis (Baetidae)

Cellulose acetate electrophoresis to analyze genetic variation at enzyme loci in mayfly populations, involving initial enzyme screening, locus selection, and final allele frequency determination acros...

molecular2 papersHelena Laboratories Titan III plates, cellulose acetate electrophoresis system...
analyticalstandardized

climatic window analysis

Statistical approach using the climwin package to determine optimal phenological windows of climate variables that best predict biological timing by testing multiple window lengths and start dates.

phenological2 papersclimwin R package
analyticalstandardized

maximum likelihood phylogeny

Construction of phylogenetic trees using concatenated ribosomal protein genes to determine evolutionary relationships. Uses IQ-TREE with maximum likelihood approach and bootstrap support.

phylogenetic2 papersIQ-TREE software
analyticalstandardized

multistate capture-mark-recapture models (Animalia)

Statistical modeling of capture-recapture data to estimate seasonal survival probabilities across age classes using program MARK with model selection via AICc.

demographic analysis2 papersprogram MARK software, R statistical software
analytical

negative binomial regression

Statistical analysis using zero-inflated negative binomial generalized linear mixed models to account for excess zeros in ecological count data, specifically pollen grain counts.

statistical modeling2 papersR software, pscl package...
analyticalstandardized

phylogenetic comparative method (Sciuridae)

Integration of molecular phylogeny with life history and energetic data to identify evolutionary patterns of energy conservation traits across marmot species. Uses comparative analysis to distinguish ...

phylogenetic comparative methods2 papersmolecular sequence data, phylogenetic analysis software...
analytical

probabilistic species co-occurrence model (Rhyacophilidae)

Statistical analysis comparing observed vs. expected species co-occurrence patterns using probabilistic models to identify positive, negative, or random associations between species pairs.

community ecology statistics2 papersR software
analyticalstandardized

standard water chemistry analysis suite

Standard analytical chemistry methods using ion chromatography for anions and inductively coupled plasma mass spectrometry for cations and trace elements in filtered water samples.

water chemistry measurement2 papersDionex ICS-2100 (Thermo Scientific), Agilent 8900 ICP-QQQ system...
analytical

16S rRNA qPCR detection of skin mites (Vespertilionidae)

Real-time PCR using universal 16S primers to detect mite DNA in mammalian hair samples, with melting curve analysis for specificity assessment.

molecular1 paperRoche LightCycler 480 Real-Time PCR System, FastStart Universal SYBR Green Master
analytical

ABBA-BABA test (Pieridae)

ABBA-BABA test implementation to detect historical introgression between species using genome-wide SNP data.

population genomics1 paperCustom D-statistics scripts, ABBA-BABA analysis tools
analytical

AICc model selection (Mammalia)

Negative binomial regression models compared using AICc with model averaging to assess relative importance of predictors via Akaike weights.

statistical modeling1 paperR, glm.nb
analytical

APHA Standard Method for DBP Formation Potential

Standardized chlorination procedure to simulate drinking water treatment and quantify the potential for organic matter to form regulated disinfection byproducts under controlled conditions.

water treatment1 papersodium hypochlorite stock solution, Hach Chlorine Free & Total colorimetric test kit
analytical

ASTRAL species tree estimation (Pieridae)

Species-level phylogenetic reconstruction using thousands of single-copy orthologous genes with coalescent-based species tree estimation.

phylogenetics1 paperBUSCO, ASTRAL
analytical

Accelerator mass spectrometry radiocarbon dating

Measurement of radiocarbon content in bulk sediments and density fractions using accelerator mass spectrometry after acid fumigation pretreatment to remove inorganic carbon.

isotopic measurement1 papervacuum desiccator, accelerator mass spectrometer
analytical

Acoustic transmission degradation analysis (Vireonidae)

Broadcasting and re-recording sounds at increasing distances in different habitats to quantify degradation patterns using spectrogram correlation analysis. Assesses how acoustic signals change with tr...

acoustic analysis1 paperAudix OM-3xb microphone, Marantz PMD 660 solid state recorder...
analytical

Aerial photography habitat analysis (Nymphalidae)

Analysis of high-resolution aerial photography to quantify conifer cover around host plants using color thresholding and spatial buffering techniques.

remote sensing1 paper2006 aerial photograph with <1 m² spatial resolution, GIS software for spatial analysis
analytical

Anoxic TEM-EDS elemental mapping

Transmission electron microscopy with energy dispersive X-ray spectroscopy performed under anoxic conditions using vacuum transfer holders to map elemental distributions in redox-sensitive particles.

microscopy1 paperlacey carbon Cu grids, Fischione vacuum transfer holder Model 2560...
analytical

Ash content analysis (Plantae)

Standard method for determining inorganic ash content of plant materials by high-temperature combustion at 500°C for 4 hours.

chemical composition1 paperhigh-temperature oven
analytical

Ash-free dry mass (AFDM) determination (Insecta)

Standard protocol for measuring organic matter decomposition by separating detritus into size fractions, oven-drying, weighing, and ashing to determine ash-free dry mass (AFDM). Accounts for inorganic...

biomass measurement1 paper1-mm mesh screen, oven...
analytical

Augspurger's Index of synchrony (Megachilidae)

Calculation of reproductive synchrony using Augspurger's Index which quantifies the overlap of activity duration for each individual relative to the population, producing values from 0 to 1.

phenological analysis1 paperR statistical software, AugspurgerIndex package
analytical

BET surface area analysis

Measurement of specific surface area using Brunauer, Emmett and Teller modeled N₂ gas sorption isotherms for normalizing weathering rates.

physical characterization1 paperBET surface area analyzer
analytical

Bayesian MCMC groundwater residence time inference

Bayesian framework using Markov-chain Monte Carlo to infer groundwater residence time distributions from environmental tracer observations while quantifying parameter uncertainties.

statistical modeling1 paperpyMC3 Python software
analytical

Bayesian hierarchical compositional modeling (Apidae)

Bayesian hierarchical Dirichlet regression models to analyze macronutrient composition patterns and niche overlap. Incorporates phylogenetic relationships and species traits to assess compositional di...

statistical modeling1 paperR software, Stan...
analytical

Bayesian multivariate demographic modeling (Aves)

Multivariate capture-recapture models fitted in Bayesian framework to simultaneously estimate temporal variation and covariation in multiple demographic parameters. Uses multivariate normal distributi...

demographic analysis1 paperJAGS software, R package jagsUI
analytical

Bayesian phylogenetic inference (Vespertilionidae)

MCMC-based phylogenetic reconstruction using multiple gene fragments to establish evolutionary relationships among Prostigmata mites.

computational1 paperMrBayes v3.2.5, MODELTEST 3.7...
analytical

Bayesian precipitation inference from streamflow

Bayesian inference method combining temperature index snow accumulation modeling with bucket hydrology to estimate basin mean precipitation from streamflow observations and snow remote sensing data. U...

hydrologic inference1 paperSNOW-17 snow model, FUSE hydrologic model framework...
analytical

Bayesian spatial record linkage for multi-temporal LiDAR (Plantae)

A two-stage Bayesian hierarchical approach that identifies unique individuals across LiDAR scans by modeling observed locations as noisy transformations of latent true locations, then propagates linka...

record linkage1 paperR statistical software, Rcpp package...
analytical

Bedrock weathering rate quantification

Calculation of bedrock weathering rates using base cation export measurements combined with transmissivity feedback methods for subsurface flow estimation. Uses correlations between specific conductan...

geochemical1 papercomputational analysis software
analytical

Biogeochemical process sensitivity analysis

Systematic exclusion of individual biogeochemical mechanisms to quantify their relative contributions to solute exports and carbon partitioning. Compares scenarios with and without specific processes ...

sensitivity testing1 paperPFLOTRAN
analytical

Biolog EcoPlate assay

Community-level physiological profiling using 96-well plates with 31 different carbon sources to assess functional diversity of soil microbial communities.

microbial community1 paperBiolog EcoPlate assay, Synergy HT BioTek plate reader
analytical

Blomberg's K and Pagel's lambda (Asteraceae)

Statistical testing for phylogenetic signal in species traits using Blomberg's K and Pagel's lambda to determine whether closely related species have more similar trait values than expected by chance.

phylogenetic analysis1 paperR software, picante package...
analytical

Bootstrap hypothesis testing (Insecta)

Non-parametric statistical method using bootstrap resampling to generate confidence intervals for comparing treatment group means without distributional assumptions.

non-parametric statistics1 paperstatistical software (not specified)
analytical

Bootstrap simulation for pseudoreplication assessment (Sciuridae)

Computational simulation using multiple random dataset selections to assess the impact of pseudoreplication on statistical results.

statistical simulation1 paperSPSS 10 software
analytical

Bradford protein assay (Baetidae)

Standard colorimetric method for protein quantification using bovine serum albumin as standard, measured at 596 nm spectrophotometer.

biochemical1 paperspectrophotometer
analytical

Bray-1 phosphorus extraction (Nothofagaceae)

Standard Bray-1 extraction followed by automated molybdate colorimetry to quantify bioavailable phosphorus in soils.

soil chemistry1 paperautomated molybdate colorimetry
analytical

Bray-Curtis ordination (Apidae)

Ordination analysis using Bray-Curtis distance to examine ecological relationships among bumble bee species based on host plant usage patterns from Pyke 1982 data.

ecological analysis1 paper
analytical

Butterfly egg biochemical composition analysis (Nymphalidae)

Multi-component analysis of butterfly egg composition including protein content via Bradford dye-binding method, glycogen content via modified Giron protocol, and triglyceride content using commercial...

biochemical1 paperBradford dye-binding reagents, Infinity Triglycerides Stable Reagent (ThermoScientific, Waltham, MA, USA)...