Principal Component Analysis (PCA)

Local Knowledge Graph (Top 71 entities)

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Knowledge graph centered on Principal Component Analysis (PCA) with 71 nodes and 186 connections. Top connected: Beetles, Engelmann Spruce, Pekania pennanti, Asteraceae, Potentilla gracilis.

Method synopsis

Used to group environmental features into five categories

Synthesized from method descriptions across 5 papers using this protocol.

Papers Using This Protocol (5)

article

Molecular diversity of dissolved organic matter reflects macroecological patterns in river networks

2025Scientific Reports

thesis

Behavioral and spatial dynamics in a fluctuating population of golden-mantled ground squirrels (<i>Callospermophilus lateralis</i>)

2020

thesis

The persistent maladaptation of <i>Pieris macdunnoughii</i>: Constraints on adaptation to an evolutionary trap

2019

article

Factors Controlling Seasonal Groundwater and Solute Flux from Snow-Dominated Basins

2018Hydrological Processes

thesis

Individual variation in plant traits drives species interactions, ecosystem functioning, and responses to global change.

2016

Species Studied With This Protocol

Places Where Used

North America

region1 paper

Environmental Molecular Sciences Laboratory

named point1 paper

Principal Component Analysis (PCA)

Local Knowledge Graph (Top 71 entities)

Method synopsis

Papers Using This Protocol (5)

Molecular diversity of dissolved organic matter reflects macroecological patterns in river networks

Behavioral and spatial dynamics in a fluctuating population of golden-mantled ground squirrels (<i>Callospermophilus lateralis</i>)

The persistent maladaptation of <i>Pieris macdunnoughii</i>: Constraints on adaptation to an evolutionary trap

Factors Controlling Seasonal Groundwater and Solute Flux from Snow-Dominated Basins

Individual variation in plant traits drives species interactions, ecosystem functioning, and responses to global change.

Species Studied With This Protocol

Pekania pennanti

Vaccinium

Engelmann Spruce

Potentilla gracilis

Abies lasiocarpa

Helianthella quinquenervis

Potentilla hippiana

Taraxacum officinale

Potentilla pulcherrima

Boechera stricta

Places Where Used

North America

Environmental Molecular Sciences Laboratory