social network analysis
A method used to quantify social relationships that not only quantifies the direct relationship between a focal individual and its social partners, but also describes the position of the focal individ...
reciprocal transplant experiment
Experimental approach where organisms from different source populations are grown in different environments to test for local adaptation
dendroecological reconstruction
Method of reconstructing past forest conditions using tree-ring data to determine establishment dates and estimate historical stand structure
model performance evaluation
Statistical assessment of how well model outputs match observational data using metrics like correlation and efficiency measures
network representation
ensemble learning
Machine learning approach that combines multiple algorithms to improve predictive performance and robustness
maximum entropy inference
Statistical inference procedure that selects flattest probability distributions compatible with constraints imposed by prior knowledge
Quality Assurance (QA)
Part of quality management focused on providing confidence that quality requirements will be fulfilled
factorial experiment
Experimental design testing multiple factors simultaneously in all combinations
Bayesian inference
Statistical approach using prior distributions and likelihood functions to make probabilistic inferences about model parameters
Data Acquisition Layer
Feature of interest
Functional Trait-based Approach
Long Science
coalescent simulation
A computational method for simulating genealogies of sampled sequences under neutral evolution
community observatory
A collaborative research infrastructure where multiple institutions conduct coordinated measurements and experiments
data integration
The process of combining data from different sources to provide a unified view
maximum likelihood estimation
Statistical method that estimates parameters by maximizing the likelihood function of observed data
scaling relationships
visual modeling
Computational approach to predict how visual signals are perceived by animal visual systems
Bayesian retrieval
Statistical approach using prior information and measurement uncertainties to optimally estimate atmospheric properties
COVID-19 field research protocols
Safety procedures including isolation, testing, and capacity restrictions to enable field research during pandemic
avian tetrachromatic color space
Mathematical representation of color perception in birds based on stimulation of four cone types (UV/violet-sensitive, short-wave-sensitive, medium-wave-sensitive, long-wave-sensitive)
collaborative sensing
Approach where multiple distributed sensors work together to achieve better performance than individual sensors
covariance reaction norm
Statistical model allowing phenotypic correlations between traits to vary continuously with environmental predictors
data archiving
The practice of making research data publicly available for verification and reuse
dichotomous identification key
A tool that uses paired statements about morphological characteristics to systematically identify organisms through a series of either/or choices
fourth-corner analysis
Statistical method to identify correlations between species traits and environmental variables
free advective mass outflux boundary
generalized additive mixed model
Statistical modeling approach that allows for nonlinear relationships using smooth functions while accounting for random effects structure
judgment and decision-making framework
non-invasive sampling
Sampling methods that do not require capturing or handling animals, such as hair tube traps that collect hair samples
pattern-to-process approach
remote sensing integration
Combining multiple sensor platforms and measurement approaches for comprehensive characterization
reproducible research
Research practices that allow independent researchers to reproduce results using the same methods and data
within-individual centering approach
An analytical approach where deviations from an individual's average behavior or phenotype are calculated to quantify and analyze how an individual's social phenotype may change over time.
4 Es (entertainment, education, escapism, and esthetics)
Data Synthesis Layer
Empirical Orthogonal Function
Statistical method that objectively diagnoses major modes of variability in a dataset by decomposing spatial patterns and temporal amplitudes
Event Coincidence Analysis
Statistical method for testing correlations between discrete events in time series by analyzing coincidences within specified time windows
FAIR data packages
FAIR data principles
Data should be Findable, Accessible, Interoperable, and Reusable
Feature Types
Fisher information matrix
Matrix used to quantify uncertainty in parameter estimates by computing the inverse of the Hessian of the log-likelihood function
Intensive Observing Period
Monitoring Feature
Nanda-Hamner experiment
Experimental approach to detect circadian components in photoperiodic responses by using constant day length with varying night lengths
OGC standards
Open Geospatial Consortium standards for representing spatial and temporal data
