Protocols

All (1474)Explore Protocol Graph

511 protocols

analytical

Stepped-temperature elemental analysis

Stepped-temperature thermal analysis to quantify readily oxidizable organic carbon (OC400), total inorganic carbon (TIC), and residual organic carbon (ROC) fractions with different thermal stabilities...

geochemistry1 paperSoil TOC Elementar Inc.
analytical

Strontium isotope analysis

Systematic sampling and isotopic analysis of carbon, oxygen, strontium, and sulfur from carbonate and sulfate minerals to determine paleoenvironmental conditions. Integration of multiple isotopic syst...

isotopic geochemistry1 papersampling tools for carbonate rocks, sampling tools...
analytical

Strontium isotope source tracing in plant tissues

Sequential extraction and ICP-MS analysis of soil pools and plant tissues to trace nutrient sources using 87Sr/86Sr ratios. Includes mixing model calculations to quantify proportional contributions fr...

geochemical1 paperICP-MS, centrifuge...
analytical

Structural equation modeling of venation theory (Plantae)

Application of structural equation modeling to test causal relationships between venation density, leaf area, leaf mass per area and photosynthetic rates predicted by venation theory.

causal modeling1 paperR software
analytical

Sulfate sulfur isotope analysis

Analysis of δ34S in dissolved sulfate from groundwater samples to identify sulfate reduction processes. Rayleigh fractionation modeling used to quantify biological sulfate reduction with fractionation...

isotopic1 paperisotope ratio mass spectrometer or similar isotopic analysis equipment
analytical

Synthetic nectar volatile collection and GC-MS analysis (Fungi)

Method for collecting and analyzing volatile organic compounds from yeast-inoculated synthetic nectar using headspace sampling with scent traps and gas chromatography-mass spectrometry identification.

chemical analysis1 paper22 mL vials, PTFE septum...
analytical

Systematic literature review for road impact assessment

Comprehensive database and web-based literature search followed by systematic organization around specific research questions to synthesize knowledge on unpaved road effects on hydrology in semiarid e...

literature synthesis1 paperCSA Illumina (Natural Sciences) database, ISI Web of Knowledge database...
analytical

Systematic literature review of oxytocin behavioral studies (Herpestidae)

Comprehensive database search and categorization of oxytocin studies over 60 years, focusing on distinguishing experimental approaches and behavioral contexts. Uses standardized search terms and itera...

bibliometric analysis1 paperPubMed Advanced Search Builder, Database analysis tools
analytical

Temperature-behavior correlation analysis

Linear regression analyses testing relationships between daily temperature deviations and hummingbird visitation rates. Multiple analytical approaches including yearly regressions, temperature binning...

statistical correlation1 paperstatistical software
analytical

Thermally driven day classification

Classification system for identifying and categorizing thermally driven wind days based on diurnal wind direction patterns. Distinguishes between short and long upvalley wind duration based on timing ...

wind pattern analysis1 paperwind direction data from surface stations
analytical

Thiessen Polygon method (Plantae)

Method for computing areal precipitation amounts from point measurements using polygon weighting to account for spatial distribution of rainfall across watersheds.

precipitation measurement1 paperrecording rain gauges
analytical

Thiessen polygon fire rotation estimation (Aves)

Creates spatial influence zones around fire-scar sites using Thiessen polygons, then estimates fire rotation based on different assumptions about fire spread and burned area calculations within polygo...

spatial fire history1 paperArcGIS Pro 3.2
analytical

Tooth enamel stable isotope analysis (Cricetidae)

A comprehensive protocol for extracting stable carbon and oxygen isotopes from mammalian tooth enamel to reconstruct paleodiet and paleoenvironmental conditions. Involves enamel isolation, chemical pu...

geochemical1 paperNSK America Corp dental micromotor, mortar and pestle...
analytical

Topographic map analysis of mountain pass drainage divides

Systematic identification and analysis of mountain passes crossing drainage divides using detailed topographic maps to reconstruct former drainage patterns and interpret geomorphological evolution. Th...

geomorphological interpretation1 paperUSGS National Map website detailed topographic maps, spot elevation tool...
analytical

Trait-based processing prediction (Limnephilidae)

Statistical modeling approach using species traits (body mass, development rate, diet composition, habitat preferences) to predict detritus processing rates and generate additive assemblage-level pred...

predictive modeling1 paperR statistical software
analytical

Trichoptera PCR primer screening (Limnephilidae)

Systematic testing of 107 published PCR primer pairs from multiple gene regions to identify those that successfully amplify target sequences in caddisfly species. Includes PCR amplification, gel verif...

molecular1 paperNEB 2X Quickload MasterMix, Top-Taq DNA Polymerase Mastermix...
analytical

True Skill Statistic (Plantae)

The Demographic Distribution Model was calibrated by testing multiple cutoff values and selecting the one that maximized the True Skill Statistic for presence/absence classification.

species distribution modeling1 paperStatistical analysis software
analytical

Tukey-Kramer test (Brassicaceae)

Analysis of variance to test differences in flowering timing between habitat types, followed by Tukey-Kramer multiple comparison tests when ANOVA results are significant.

statistical analysis1 paperstatistical software
analytical

Two-stage Bayesian bacterial abundance modeling (Brassicaceae)

Novel two-stage modeling approach incorporating uncertainty in bacterial load estimation. First stage models bacterial load estimator vs herbivore damage, second stage predicts CFU values with uncerta...

statistical modeling1 paperstatistical software for modeling
analytical

UPGMA cluster analysis (Ranunculaceae)

Calculation of Nei's genetic distances between all sample pairs followed by UPGMA clustering and significance testing through computer simulation to identify genetically similar groups.

population genetics1 papercomputer simulation software
analytical

USGS streamflow data analysis

Processing of daily mean streamflow observations to area-normalized annual totals using naturalized streamflow records that account for upstream diversions and consumptive uses.

hydrologic data processing1 paperU.S. Geological Survey gauge network, Bureau of Reclamation naturalized streamflow dataset
analytical

Viewing angle correction for slanted radar

Statistical correction method to account for snow particle orientation effects when comparing slanted and vertical radar observations, derived from empirical offset analysis.

radar calibration1 paperStatistical analysis of Ze distributions
analytical

WGCNA (Sciuridae)

WGCNA method to identify modules of coexpressed genes and relate them to phenotypic traits, specifically dispersal behavior in this study.

network analysis1 paper
analytical

Wald test

Statistical analysis using Wald test to identify taxa with significant abundance changes between treatment and control conditions, with Benjamini-Hochberg correction for multiple testing.

statistical testing1 paperWald test statistical analysis, Benjamini-Hochberg statistical method
analytical

Wald test (Plantae)

Wald tests were used to correlate temporal changes in tundra vegetation response groups with summer temperature changes and environmental interaction terms. Multiple testing corrections were applied t...

statistical testing1 paperstatistical software
analytical

Watershed function validation

Validates identified zones using independent datasets of watershed functions including drought sensitivity derived from satellite NDVI timeseries and nitrogen export from streamflow chemistry. Tests w...

function-based validation1 paperLandsat satellite imagery, Palmer drought severity index data...
analytical

Weather station temperature deviation analysis

Collection and analysis of daily temperature data to calculate deviations from long-term averages. Multi-year averages are computed and compared to daily values to quantify temperature anomalies.

climate data processing1 paperGothic weather stations, R Studio software
analytical

Weighted mean proboscis length analysis

Calculation of community-weighted mean proboscis lengths for plant visitors using historical morphological data combined with observed visitation frequencies.

morphometric analysis1 papercomputational tools, historical dataset from CaraDonna et al. 2017
analytical

Wilcoxon rank sum test (Plantae)

Two-sample Wilcoxon Rank Sum Test used for comparing floral traits between sites and treatments when data failed normality tests.

non-parametric statistics1 paper
analytical

Wild medicinal plant secondary metabolite profiling via HPLC-UV (Apiaceae)

Field collection of Ligusticum porteri roots followed by methanol extraction and HPLC-UV analysis to quantify five secondary metabolites. Method adapted from previously published work by Rivero et al....

phytochemical analysis1 paperGPS, LI-250 A & LI-191R light meter...
analytical

WorldClim climate data analysis (Drosophilidae)

Principal component analysis of bioclimatic variables from WorldClim database to derive environmental predictors for population comparisons.

environmental1 paperR package raster, R package FactoMineR
analytical

WorldClim2 climate data extraction (Formicidae)

Extraction of climatic and vegetation variables from online databases including WorldClim2 for temperature and precipitation data and MODIS for vegetation indices. Includes calculation of derived metr...

GIS analysis1 paperWorldClim2 dataset, MODIS NDVI data...
analytical

acetyl bromide lignin determination (Plantae)

Modified acetyl bromide procedure to determine acid-insoluble carbon fraction (lignin) in plant litter samples for calculating litter quality indices.

chemical analysis1 paperacetyl bromide reagents
analytical

ash-free dry mass determination (Heptageniidae)

Filtration, drying, and combustion protocol to determine ash-free dry mass of suspended organic matter in water samples.

organic matter quantification1 papersuction filters, muffle furnace...
analytical

bibliometric citation analysis

Analysis of citation patterns over time using Web of Science database to track influence and impact of Janzen's 1967 article through April 2017.

bibliometric1 paperWeb of Science database
analytical

circular statistics (Pinaceae)

Application of circular statistics to analyze year-round flowering patterns, converting flowering dates to radians and using circular mixed-effects models to test for temporal changes in phenology.

statistical modeling1 paperR statistical software
analytical

contextual analysis (Sciuridae)

Extension of the Lande-Arnold selection analysis using partial regression to partition selection among individual and group social phenotypes. This method scales phenotypic levels and partitions selec...

evolutionary analysis1 paperstatistical software for contextual analysis models
analytical

enzyme kinetics assay (Brassicaceae)

In vitro analysis of purified enzyme variants to determine catalytic activity differences caused by amino acid polymorphisms. Direct measurement of protein function underlying ecological phenotypes.

biochemistry1 paperprotein purification systems, spectrophotometers...
analytical

flow injection chemiluminescence

Flow injection chemiluminescence method for hydrogen peroxide quantification using FeLume system with acridinium ester reagent. Sensitive detection method for low-concentration H₂O₂ in natural waters.

chemical analysis1 paperflow injection FeLume system, Waterville Analytical system
analytical

generalized linear mixed-effects models (Ranunculaceae)

Statistical analysis using GLMMs with nested random effects to account for non-independence of flowers within plants within sites, testing effects of pollen loads on carpel abortion and seed productio...

statistical1 paperR statistical software
analytical

genotypic selection analysis (Brassicaceae)

Selection analysis using Aster models to account for individuals dying before trait expression (invisible fraction). Links family-level trait data with fitness components across multiple life history ...

evolutionary1 paperstatistical software
analytical

hurdle model (Poaceae)

Two-part statistical model using Bayesian methods to analyze both presence/absence and amount of damage, accounting for zero-inflation in damage data.

statistical modeling1 paperJAGS software, R2jags package
analytical

individual-based rarefaction

Statistical method to compare species richness across samples with different sampling efforts by generating rarefaction curves. Uses individual-based approach to generate rate of visitor richness accu...

diversity analysis1 paperR software, iNEXT package
analytical

k-means clustering and hierarchical clustering (Plantae)

Alternative species groupings using k-means and hierarchical agglomerative clustering based on multivariate trait data. Compared explanatory power and species composition to traditional functional gro...

cluster analysis1 paperR package 'vegan'
analytical

log response ratio (Asteraceae)

Statistical approach using log response ratios to calculate effect sizes for genetic and environmental treatments, with confidence intervals used to assess significance.

meta-analysis1 paperstatistical software
analytical

matrix population model

Construction and parameterization of periodic matrix population models to project population dynamics under different scenarios of environmental periodicity strength.

population modeling1 paperR software, MuMIn R package...
analytical

micro-Dumas combustion analysis (Membracidae)

Laboratory analysis of total carbon and nitrogen content in small arthropod specimens using dry micro-Dumas combustion followed by GC-MS analysis with acetamilde and atropine standards for normalizati...

elemental analysis1 paperGC-MS, micro-Dumas combustion analyzer
analytical

microsatellite DNA analysis (Formicidae)

DNA extraction from ant specimens followed by PCR amplification of microsatellite loci and relatedness estimation using maximum likelihood methods based on population allele frequencies.

molecular genetics1 papermicrocentrifuge tubes, hand drill...
analytical

multiple linear regression

Regression analysis applied to simulated water table declines across nested catchments to identify relationships between topographic characteristics, vegetation cover, and groundwater response to clim...

statistical modeling1 paperstatistical analysis software, multiple linear regression models
analytical

occupancy modeling (Canidae)

Occupancy models fitted to estimate species detectability and habitat use while correcting for imperfect detection, using human activity and environmental covariates. Model selection performed using A...

occupancy analysis1 paperR statistical software, unmarked package