Protocols

All (1474)Explore Protocol Graph

1,474 protocols

analytical

Independent contrasts analysis (Megapodiidae)

Uses phylogenetically independent contrasts and concentrated changes tests to examine relationships between species traits while controlling for shared evolutionary history. Employs multiple algorithm...

phylogenetic1 paperMacClade 4.03, SPSS 11
experimental

Individual chamber rearing system (Phryganeidae)

Individual larvae were reared in floating screen chambers that allowed natural pond conditions while preventing mixing between treatments.

controlled rearing1 paper10 cm window screen, duct tape...
measurement

Individual marking for identification (Silphidae)

Pin hole marking system in beetle wing cases using numbered pattern in quadrants to track individuals across experimental treatments.

individual identification1 paperpins for marking
analytical

Information-theoretic model selection (Mammalia)

Logistic regression modeling with AIC-based model selection to identify climatic and habitat drivers of pika persistence, using Nagelkerke's max-rescaled R² for model evaluation.

statistical modeling1 paperPRESENCE program
analytical

Insect morphospecies identification (Asteraceae)

Identification of parasitoid wasps and seed predators through morphological characteristics including size, mouth parts, and coloration, supplemented by microscopic examination.

taxonomic identification1 papermicroscope, nets...
experimental

Insect-plant relationship verification

Experimental approach using stocking to encase plants with apparent egg sacks or larvae, and growing galls in moisture-controlled conditions to verify trophic relationships.

rearing experiment1 paperstocking, plastic bags
computational

Integrated Biosphere Simulator (IBiS)

Process-based dynamic global ecosystem modeling using IBiS to simulate terrestrial carbon storage responses to climate change, CO2 fertilization, and plant migration constraints. Uses leaf-level calcu...

ecosystem modeling1 paperIBiS 2.6 ecosystem model, Historical climatology datasets from New et al. (1999)...
observational

Intensive behavioral monitoring of meerkats

Frequent visits to wild meerkat groups to record births, deaths, emigration, and social status changes over 20 years of continuous observation.

demographic monitoring1 paper
observational

Invasive plant presence survey (Pieridae)

Field surveys to document presence/absence of Thlaspi arvense at butterfly sampling sites using standardized threshold of minimum plant abundance during flowering period.

vegetation survey1 paperfield survey methods
laboratory

Iodine contrast agent leaf preparation (Plantae)

Chemical treatment of leaf samples with iodine-potassium iodide solution to enhance X-ray absorption contrast for improved visualization of venation networks. Leaves are incubated in contrast solution...

sample preparation1 paperPetri dish, envelopes...
analytical

Kellogg Biological Station pH protocol

Standard suite of sediment physical and chemical analyses including bulk density, pH, loss-on-ignition, and root biomass content to characterize biogeochemical properties of pond sediments.

sediment properties1 papersediment corer, drying oven...
analytical

Keras deep learning image classification (Cricetidae)

Deep learning neural network model development using Keras library to automatically classify small mammal species from camera trap photographs.

computer vision1 paperKeras deep learning library, Python programming environment
analytical

Kjeldahl digestion (Plantae)

Standard Kjeldahl digestion method for determining total nitrogen and phosphorus content in plant tissues through acid digestion followed by colorimetric analysis.

chemical1 paperKjeldatherm digestion block, SmartChem 200 discrete analyser
sampling

Kormos bucket system

Modified bucket system for continuous collection of snowmelt with drainage and sampling capabilities, based on Kormos (2005) design for tracking temporal evolution of snowmelt isotopic composition.

snowmelt chemistry1 papertwo five-gallon plastic buckets, PVC tube...
analytical

L-DOPA assay

Spectrophotometric assay measuring phenol oxidation capacity using L-3,4-dihydroxyphenylalanine substrate with absorbance detection at 460 nm. Widely used to quantify oxidative enzyme activity includi...

enzyme activity1 paperHamilton blender, 96-well plates...
analytical

LC-MS plant metabolomics (Poaceae)

Extraction of plant metabolites using methanol/acetonitrile/water solvent followed by liquid chromatography-mass spectrometry analysis. Characterizes plant metabolomic profiles for correlation with fu...

metabolomics1 paperHPLC grade solvents, Synergi 2.5 μm reverse-phase Hydro-RP column...
computational

LOADEST

Machine learning approach using USGS LOADEST software to develop concentration time-series models by combining discharge and concentration data. Used to extrapolate long-term trends and fill data gaps...

time-series modeling1 paperLOADEST software
laboratory

Laboratory developmental performance assay for lycaenid prepupae (Lycaenidae)

Controlled laboratory rearing of lycaenid larvae to assess developmental performance parameters including mass gain, prepupal duration, and survival under different ant attendance treatments.

developmental biology1 paper125 ml plastic cups, mesh netting...
experimental

Laboratory shale leaching experiments

Controlled laboratory experiments using pulverized Mancos Shale under simulated groundwater conditions to investigate thorium release mechanisms under different redox conditions.

geochemical1 paperMilliQ water system, 50 mL vials...
analytical

Landsat NDVI time series reconstruction

Method to reconstruct continuous daily NDVI time series from sparse Landsat satellite observations using LSTM neural networks with cloud masking and gap-filling.

remote sensing1 paperLandsat 5 satellite, Landsat 7 satellite...
analytical

Landscape fragmentation-based snow heterogeneity quantification

Novel index combining landscape ecology fragmentation metrics to quantify snow patchiness. Integrates configuration metrics (patch number, spatial arrangement) with composition metrics (fractional cov...

landscape ecology1 paperSciPy distance_transform_edt function
experimental

Larval cross-fostering experiment for social insect colonies (Formicidae)

Transfer of third-instar larvae between ant colonies to manipulate nestmate relatedness and test worker responses to genetic cues in sex allocation decisions.

behavioral manipulation1 paperlarvae handling tools, collection containers
experimental

Larval dietary restriction in Lepidoptera (Nymphalidae)

Controlled food deprivation during larval development by reducing feeding frequency to half that of controls, creating 3-4 periods of 24h food absence. Used to simulate natural resource limitation dur...

developmental manipulation1 papercylindrical glass cages, potted Viola sororia plants
experimental

Larval survival tracking on multiple host species (Pieridae)

Eggs and larvae were monitored from oviposition through pre-pupal development on native and non-native host plants to quantify survival differences and fitness consequences of host choice.

demographic monitoring1 paperIndividual cages, 1-m² grid
sampling

Late Quaternary cave excavation and specimen recovery (Cricetidae)

Systematic excavation of limestone cave deposits containing mammalian fossils spanning the late Quaternary. Involves stratigraphic excavation in controlled levels with radiocarbon dating for chronolog...

paleontological1 paperexcavation tools, AMS radiocarbon dating facility
observational

Leaf thermal response characterization from field observations

Field measurement of leaf temperature and air temperature relationships across multiple species and ecosystems to characterize thermal response slopes (β values). Data collection involves simultaneous...

thermal measurement1 papertemperature measurement devices for leaf and air temperature
analytical

Leave-one-out cross-validation (Asteraceae)

Iterative procedure removing single data points, refitting models, and predicting missing values to assess model accuracy using NRMSE.

model validation1 paperR software, hydroGOF package
sampling

Legume root nodule quantification (Fabaceae)

Weekly sampling and counting of rhizobial nodules on marked legume individuals to track mutualistic interactions over time. Includes root collection, laboratory processing, and nodule enumeration.

demographic monitoring1 paperplant markers, labeled storage bags...
analytical

Lepidoptera-specific antibody development (Nymphalidae)

A bioinformatics and immunological approach to develop species-specific antibodies for lepidopteran FOXO and mTOR proteins using transcriptome data, sequence analysis, epitope identification, and poly...

molecular1 paperGeneliousPrime, uniprot.org database
laboratory

Lepidopteran fat body whole-mount immunofluorescence (Nymphalidae)

A whole-mount immunostaining protocol optimized for visualizing FOXO and mTOR protein localization in butterfly fat body tissue using species-specific antibodies. The protocol involves tissue fixation...

immunostaining1 paper4% paraformaldehyde, Triton X-100...
analytical

Lidar snow depth thresholding (Plantae)

Method to convert continuous lidar-measured snow depth to binary snow presence/absence using a fixed depth threshold. Standard approach for creating training data from airborne lidar surveys.

remote sensing1 paperNASA Airborne Snow Observatory lidar
observational

Liguisticum porteri weekly census monitoring (Animalia)

Systematic weekly monitoring of plant phenology, insect abundance, and herbivore impacts on Osha plants along established transects. Includes detailed counts of aphids, ants, and other insects on flow...

demographic and ecological monitoring1 papermeasuring tape, marking materials...
analytical

Linear interpolation phenological analysis (Plantae)

Statistical method to determine phenological onset and end dates using linear interpolation between census dates to estimate when 10% and 90% of samples were counted for both syrphids and flowering pl...

temporal analysis1 paper
analytical

Linear lapse rate evaluation using R² performance metrics

Assessment of linear regression performance for temperature-elevation relationships using R² values as measure of model fit. Linear lapse rates calculated only for days with exceptionally good linear ...

statistical modeling1 paperSciPy Python package
analytical

Linear mixed-effects variance partitioning (Bovidae)

Statistical approach using linear mixed-effect models to partition variance in repeated morphometric measurements into individual, temporal, and measurement error components. Includes resampling analy...

statistical modeling1 paperR software, lme4 package
analytical

Linear regression analysis (Fungi)

Statistical analysis approach using linear regressions to test relationships between elevation and biological response variables. Includes model comparison and evaluation of various regression types i...

statistical modeling1 paperSAS JMP statistical software
analytical

Literature review synthesis of aspen-fire relationships (Plantae)

Systematic review and synthesis of published literature on quaking aspen ecology, fire regimes, and population dynamics in the Rocky Mountain region. Integration of findings across multiple spatial an...

meta-analysis1 paper
analytical

Literature synthesis of egg-juvenile recruitment patterns (Insecta)

Comprehensive review of published studies examining relationships between egg densities and subsequent juvenile stages across multiple taxa and ecosystems. Used established conceptual framework to pro...

systematic review1 paper
sampling

Literature-based acoustic data compilation (Cricetidae)

Systematic compilation of acoustic parameters for rodent alarm calls from published sources, focusing on maximum and minimum frequencies and bandwidth measurements from adult male individuals.

literature review1 paperliterature databases, online species reviews
analytical

Logistic growth curve fitting (Plantae)

Fitting logistic growth models to disease prevalence time series to extract key epidemiological parameters for subsequent environmental correlation analysis.

epidemiological modeling1 paperR statistical software version 4.2.0
observational

Long-term avalanche observation and documentation

Systematic documentation of avalanche occurrence, characteristics, and runout distances over multiple decades to establish baseline hazard patterns and return periods.

hazard monitoring1 paperweather recording instruments at RMBL, topographic map with 10-foot (3m) contour intervals
sampling

Long-term capture-recapture morphometric monitoring (Bovidae)

Repeated capture and measurement of individually marked wild mammals over multiple years to quantify measurement error and individual variation in hind-foot length. Uses species-appropriate trapping m...

demographic monitoring1 paperTomahawk live traps, Clover box traps...
observational

Long-term ecological study survey

A worldwide survey of principal investigators conducting long-term ecological and evolutionary studies to assess attitudes toward data archiving requirements and sharing practices.

survey research1 paperSurvey instrument
measurement

Longitudinal pustule area measurement

Repeated photographic measurement of individual fungal pustules over time to quantify replication rates and disease progression. Uses standardized macro photography with consistent framing and lightin...

pathogen quantification1 paperCanon EOS Rebel T7i DSLR camera, Canon EF-S 35mm f/2.8 Macro IS STM lens...
analytical

Lupine alkaloid extraction and GC analysis (Fabaceae)

Comprehensive method for extracting quinolizidine and piperidine alkaloids from plant tissues using acid-base extraction followed by GC/FID and GC/MS analysis for identification and quantification.

chemical analysis1 paperRugged Rotator, Shimadzu GC-2010...
analytical

MARK survival analysis (Parulidae)

Time-sensitive hierarchical modeling using logit link function in program MARK to analyze daily nest survival with multiple covariates and model selection using AICc criteria.

survival analysis1 paperprogram MARK
analytical

MCMCglmm analysis

Estimation of genetic parameters including heritability and genetic variance-covariance matrices using generalized linear mixed models with Bayesian MCMC methods.

statistical modeling1 paperMCMCglmm R package
analytical

MODIS spectral indices

Calculation of snow and vegetation indices from MODIS spectral bands including NDSI, NDSI7, NDFSI, NDVI, and NDFSI for characterizing surface properties relevant to snow cover.

remote sensing1 paperMODIS Terra satellite, NASA Earth Science Data Systems
computational

MODPATH particle tracking

Steady-state groundwater solution with particle tracking to determine flow paths and residence times. Particles released to water table surface in each model cell excluding stream cells, with cumulati...

flow path analysis1 paperParticle tracking module (Pollock, 2016)
analytical

Machine learning bedrock property prediction

Extremely randomized trees regression model to predict subsurface electrical resistivity from surface geomorphological and vegetation parameters, enabling watershed-scale bedrock characterization.

computational1 paperPython, scikit-learn package