Partial Least Squares Regression

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Knowledge graph centered on Partial Least Squares Regression with 61 nodes and 126 connections. Top connected: Rocky Mountain Biological Laboratory, Gothic, Crested Butte, Populus, Populus tremuloides.

Definition

Statistical technique that pairs spectral wavelengths with measured traits to enable remote measurement without destructive sampling

Related Terms (1)

PLSR

Publications (3)

article

Relaxation of the leaf economics spectrum within and across quaking aspen Populus tremuloides genotypes

2025Oikos

article

Integrating airborne remote sensing and field campaigns for ecology and Earth system science

2020Methods in Ecology

student_paper

Correlation of leaf and community traits and various spectra in meadows along an elevation gradient

2016

Related Concepts (10)

Frequently Associated Species

Populus

Salicaceae2 papers

Populus tremuloides

Salicaceae2 papers

Arabidopsis thaliana

Brassicaceae1 paper

Dasiphora fruticosa

Rosaceae1 paper

Veratrum californicum

Melanthiaceae1 paper

Veratrum

Melanthiaceae1 paper

Quercus

Fagaceae1 paper

Salix brachycarpa

Salicaceae1 paper

Lindera benzoin

Lauraceae1 paper

Taraxacum

Asteraceae1 paper

Partial Least Squares Regression

Local Knowledge Graph (Top 61 entities)

Definition

Related Terms (1)

Publications (3)

Relaxation of the leaf economics spectrum within and across quaking aspen Populus tremuloides genotypes

Integrating airborne remote sensing and field campaigns for ecology and Earth system science

Correlation of leaf and community traits and various spectra in meadows along an elevation gradient

Related Concepts (10)

imaging spectroscopy

specific leaf area

phenotypic plasticity

intraspecific trait variation

ecosystem function

cytotype variation

Critical Zone science

NDVI

foliar traits

atmospheric correction