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partial least squares regression (PLSR) (Salicaceae)

Subcategory: spectral modeling
Standard reference: Wehrens and Mevik 2007
Papers: 5 | Mentions: 6

Local Knowledge Graph (40 entities)

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Description

PLSR modeling approach using leaf spectral reflectance measurements to extrapolate functional trait values from subset of direct measurements to larger sample sizes. Ten-fold cross-validation used for model calibration.

Typical Equipment

  • ASD FieldSpec HandHeld 2 spectroradiometer
  • leaf clip

Output Measurements

  • predicted LNC
  • predicted Amax
  • predicted Rd

Papers Using This Protocol (6)

article

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

2025Oikosusing
article

Climate lags and genetics determine phenology in quaking aspen (Populus tremuloides)

2023New Phytologistusing
article

Remote sensing of cytotype and its consequences for canopy damage in quaking aspen

2022Global Change Biologyusing
article

Remote sensing of ploidy level in quaking aspen (<i>Populus tremuloides</i> Michx.)

2020Journal of Ecologyusing
article

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

2020Methods in Ecologyintroducing
article

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

2020Methods in Ecologyusing