Protocols

All (1474)Explore Protocol Graph

511 protocols

analytical

Multi-scale plant-pollinator network aggregation

A method for constructing plant-pollinator interaction networks at multiple temporal scales from temporally-explicit field observations. Networks are aggregated from daily observations to weekly, mont...

network construction1 paperR statistical software, bipartite package ver. 2.13
analytical

Multi-site aerosol measurement harmonization

Standardized processing and quality control of aerosol measurements from multiple DOE/ARM sites to create consistent, intercomparable datasets. Includes size distribution harmonization, temporal avera...

data processing1 paperDOE/ARM data archive, SMPS...
analytical

Multi-species life-history PCA analysis

Principal component analysis applied across multiple species using demographic traits to identify major axes of life-history variation and test for slow-fast continuum patterns. Uses phylogenetically-...

comparative demographic analysis1 paperR software, phytools R package...
analytical

Multi-temporal remote sensing channel mapping

Integration of historical aerial photography, LiDAR data, and multispectral imagery to track channel migration and identify abandoned floodplain features using automated classification in eCognition s...

remote sensing1 paperWorldView-2 satellite imagery, eCognition software by Trimble...
analytical

Nectar threshold optimal foraging model (Apidae)

A computational model simulated bee foraging decisions based on nectar volume thresholds, moving theoretical bees through inflorescences to calculate net energy gain rates.

theoretical modeling1 paper
analytical

Nested vs non-nested model comparison (Myrtaceae)

Compares non-nested linear models using only species identity as predictor versus nested mixed models that account for genotype variation within species. Evaluates model performance using R², AIC, and...

mixed effects modeling1 paperR language, lme4 function in lmer package
analytical

Network-Based Diffusion Analysis (Sciuridae)

Statistical method comparing observed innovation diffusion patterns against social network structure to detect social transmission versus purely asocial learning.

social transmission1 paper
analytical

Niche Model

Construction of trophic species webs from field observations followed by calculation of Link Area Relationships and comparison with the Constant Connectance in Space model predictions.

network analysis1 paperniche model program
analytical

Normalized spectrogram correlation (Sciuridae)

Digital signal processing technique using normalized spectrogram correlations to quantify acoustic signal degradation by comparing two-dimensional spectrograms between reference and experimental dista...

bioacoustic signal processing1 paperCanary 1.2 software
analytical

Optimal Estimation

Iterative inversion technique for retrieving atmospheric parameters from contaminated radar measurements using a priori constraints and forward modeling. Accounts for measurement uncertainties and cro...

atmospheric remote sensing1 paperOptimal estimation algorithm, Forward model incorporating crosstalk
analytical

Ore microscopy

Preparation of polished sections of ore samples and detailed microscopic examination to determine mineral relationships, textures, and paragenetic sequences. Includes camera lucida drawing documentati...

microscopy1 papermicroscope, camera lucida drawing apparatus
analytical

PCR amplification of bacterial endosymbionts (Aphididae)

DNA extraction from aphids followed by PCR amplification using specific primers for H. defensa and B. aphidicola, with gel electrophoresis visualization.

molecular1 paperPCR thermal cycler, agarose gel electrophoresis...
analytical

PERMANOVA (Formicidae)

PERMANOVA and PCoA analyses based on Bray-Curtis dissimilarity to test for differences in ant community composition and visualize community structure changes through time and across treatments.

community analysis1 paperJMP 8.0 software, PRIMER v6 software
analytical

PLFA analysis (Nothofagaceae)

Standard PLFA extraction and analysis to characterize soil microbial community structure and biomass, with different fatty acids representing bacteria, fungi, and actinomycetes.

microbial community1 paperheadspace gas analyser (PP systems)
analytical

PRISMA systematic review

Standardized literature search and screening process to identify and synthesize studies on hibernating mammal responses to climate change, followed by categorization and statistical analysis of climat...

meta-analysis1 paperISI Web of Knowledge database, Manual screening process...
analytical

PROSPECT-5B radiative transfer model (Asteraceae)

Inversion of the PROSPECT-5B radiative transfer model to estimate leaf transmittance from reflectance measurements for calculation of leaf absorptance across the 400-2,500 nm spectral range.

spectral analysis1 paperfield spectroradiometer (ASD, FieldSpec HandHeld 2)
analytical

Parameter estimation from literature and field validation (Amphibia)

Integration of literature-derived parameter values with field data validation using long-term cohort observations from Mexican Cut, Colorado. Parameters include growth rates, consumption rates, matura...

model parameterization1 paperPublished literature, Field data from Mexican Cut
analytical

Partners in Flight conservation assessment

Calculation of conservation concern scores using Partners in Flight rankings multiplied by species abundance for site-level conservation value assessment.

conservation assessment1 paperR software
analytical

Patil & Rao bias correction

Statistical method to correct for inherent male bias when calculating sibling sex ratios and family sizes from male-only cohorts. Removes bias introduced by the inclusion of cohort members in family c...

statistical correction1 paperstatistical calculation methods
analytical

Phylogenetic Generalized Least Squares regression

Used phylogenetic generalized least squares (PGLS) regression and phylogenetic ANOVA to test relationships between acoustic call frequencies, body size, and habitat while controlling for evolutionary ...

comparative phylogenetics1 paperR phylotools package, R package caper...
analytical

Phylogenetic review of hemipteran evolution and ant associations (Aphididae)

Comprehensive analysis of the evolutionary history and phylogenetic distribution of herbivory, honeydew production, and ant-tending across hemipteran lineages. Constructed timeline of key evolutionary...

phylogenetic reconstruction1 paper
analytical

Pollen dose response curve analysis (Polemoniaceae)

Nonlinear function fitting using seed=(k*pollen)/(β+pollen) where k represents maximum seed set and β represents saturation parameter, analyzed using SAS NLIN procedure.

nonlinear modeling1 paperSAS software
analytical

Pollination syndrome trait scoring and NMDS ordination

A method for quantifying floral trait combinations and comparing them to idealized pollination syndromes using multidimensional scaling in phenotype space. Plant species are scored for 41 binary trait...

multivariate ordination1 paperPC-ORD 5.14 software
analytical

Polynomial thresholding snow classification

Dynamic snow identification algorithm using polynomial curves to classify snow pixels based on RGB color values. Adapts thresholds based on lighting conditions using red/blue ratios with additional wh...

image processing1 paperimage processing algorithms, polynomial thresholding algorithm...
analytical

PoolSeq nucleotide diversity analysis (Pieridae)

Population genetic analysis using pooled sequencing data to estimate nucleotide diversity across chromosomes and validate sex chromosome identity through coverage analysis.

population genetics1 paperNextGenMap, Samtools v.1.0...
analytical

Popper-Bayes geophysical hypothesis testing

A framework for testing geological hypotheses using geophysical data that integrates Monte Carlo simulation, dimension reduction, and Bayesian updating to account for uncertainty in both model paramet...

Bayesian inference1 paperPyGIMLi software, tetgen mesh generator...
analytical

Population decline regression analysis (Insecta)

Regression analysis of population density over time to quantify decline rates, followed by statistical comparison between treatment groups.

population trend analysis1 paperR studio
analytical

Population loss rate analysis from time series (Baetidae)

Estimation of natural loss rates using analysis of covariance on slopes of linear regressions from time series of ln-transformed larval densities.

demographic analysis1 paper
analytical

Principal Components Analysis (Amphibia)

Standardization of environmental variables measured on different scales followed by principal components analysis to reduce dimensionality and identify major axes of environmental variation.

multivariate statistics1 paperstatistical software
analytical

Principal Components Analysis (Asteraceae)

A PCA was used to reassign values for growth, reproduction, and defense measurements, and ratios between these categories were calculated for each plant population.

multivariate statistics1 paper
analytical

Radiocarbon dating (Pinaceae)

Collection of outermost growth rings from dead wood samples, chemical pretreatment using AAA method, and accelerator mass spectrometry analysis to determine time since tree death. Calendar ages estima...

chronological1 paperhole saw, scalpel...
analytical

Randomization-based ANOVA for non-normal ecological data (Formicidae)

Computer-based randomization procedure to generate F-statistics and probability values for factorial designs when data cannot be normalized through transformation.

statistical analysis1 paperTrue Basic software
analytical

Rarefaction (Turdidae)

Species diversity technique adapted for song analysis that standardizes sampling effort across individuals to provide comparable repertoire size estimates using rarefaction curves.

diversity estimation1 paperEcoSim 7.72 software
analytical

Reproductive effort carbon budget model (Asteraceae)

Integrative model combining photosynthesis measurements, respiration estimates, and total nonstructural carbohydrate analysis to calculate carbon allocation to reproduction.

biogeochemical1 paperball mill grinder
analytical

Rhyacophila larval morphometry and coexistence analysis (Rhyacophilidae)

Measurement of head capsule widths across larval instars to assess morphological differentiation between coexisting Rhyacophila species, combined with analysis of species coexistence patterns and prey...

morphological measurement1 paper
analytical

Ripley's K function (Pinaceae)

Point pattern analysis using Ripley's K function to test for clustering, randomness, or regularity in tree spatial distributions by comparing observed patterns to simulated random distributions.

spatial statistics1 paperspatstat package, R statistical software
analytical

SEM-EDS analysis

Mica sheets are placed over thin sections, irradiated in a nuclear reactor, and examined under microscopy to identify areas of elevated uranium concentration through fission track density patterns. Th...

nuclear imaging1 papermica sheets, nuclear research reactor...
analytical

SOC functional group abundance (SOC-fga) spectroscopic method

A novel method that combines FT-IR and bulk carbon XAS spectroscopy results using a linear mass balance model constrained by elemental analysis to quantify the abundance of seven SOC functional groups...

molecular characterization1 paperCarlo-Erba NA 1500 analyzer, Nicolet iS50 FT-IR spectrometer...
analytical

SPEI-based hierarchical clustering for climate zonation

Novel application of hierarchical k-means clustering to cumulative distribution curves of Standard Precipitation-Evapotranspiration Index to identify climate zones. Uses temporal segmentation to detec...

spatial clustering1 paperR library factoextra, hkmeans function...
analytical

Satellite-ground spatiotemporal matching with parallax correction

Rigorous matching protocol for satellite and ground-based observations accounting for viewing geometry effects. Applies parallax correction to compensate for apparent cloud displacement and uses stric...

data fusion1 paperGeometric calculations, Satellite viewing geometry data
analytical

Schoener's index (Fabaceae)

Quantifies temporal overlap in flowering periods between species pairs using Schoener's index, where values approach 1 when flowering curves coincide and approach 0 when they don't overlap.

niche overlap1 paper
analytical

Shannon-Wiener Diversity Index (Fungi)

Calculation of Shannon-Wiener Diversity Index for each site to determine differences in species richness and relative abundance, using relative cover as the abundance metric.

diversity measurement1 paperExcel 2016
analytical

Short Baseline Subset (SBAS) InSAR

Uses Advanced Land Observing Satellite-1 Interferometric Synthetic Aperture Radar data with Short Baseline Subset processing to detect and quantify very slow landslide movements over multi-year period...

remote sensing1 paperALOS-1 satellite, PALSAR sensor...
analytical

Size-structured niche overlap analysis (Libellulidae)

Novel analytical framework incorporating individual size variation into niche overlap calculations to predict potential for competition versus intraguild predation between species pairs.

community ecology1 papercomputational tools
analytical

Social network robustness testing via random data removal (Gasterosteidae)

A computational approach to test the stability of social network parameters by systematically removing increasing percentages of observational data and recalculating network measures to determine sens...

network analysis validation1 paperstatistical software
analytical

Solid sample rhenium extraction and purification

Complete digestion of rock and soil samples using HF/HNO₃ followed by ion exchange chromatography separation for rhenium analysis by mass spectrometry.

chemical extraction1 paperPTFE beakers, AG1 X8 resin columns
analytical

Spatial autocorrelation analysis (Ranunculaceae)

Statistical analysis using Moran's I to detect spatial patterns in allele frequencies across distance classes. Calculates correlation coefficients for genetic similarity as a function of geographic di...

spatial statistics1 paperFortran program SAAP
analytical

Spatial distribution manipulation and analysis (Pieridae)

Systematic manipulation of invasive species spatial distribution patterns varying coverage, patch number, size, shape, and distances. Statistical analysis of resulting population responses using linea...

spatial ecology1 paperR statistical software version 3.0.1, spatial analysis software
analytical

Species-area relationship validation using state-level plant data (Plantae)

Validation of theoretical SAR predictions by fitting log-log regressions to existing state-level plant species count data across the continental United States.

biogeographic analysis1 paperexisting botanical databases, statistical software
analytical

Standardized Precipitation Evapotranspiration Index (Megachilidae)

Standardized Precipitation Evapotranspiration Index calculated over 12-month water-year periods to quantify drought severity, incorporating both precipitation and temperature effects on water balance.

climate analysis1 paperR package SPEI, PRISM climate data