Document Type
Article
Publication Version
Version of Record
Publication Date
1-2016
Keywords
forage production, forage yield, lucerne, phytomass, predictive ability
Abstract
Determining biomass production of individual alfalfa (Medicago sativa L.) plants in space planted evaluation studies is generally not feasible. Clipping plants is time consuming, expensive, and often not possible if the plants are subjected to grazing. A regression function (Bʹ = 0.72558 + 0.11638 × Vʹ) was developed from spaced plants growing on rangeland in northwestern South Dakota near Buffalo to nondestructively estimate individual plant biomass (B) from canopy volume (V). However, external validation is necessary to effectively apply the model to other environments. In the summer of 2015, new data to validate the model were collected from spaced plants near Brookings, South Dakota. Canopy volume and clipped plant biomass were obtained from ten alfalfa populations varying in genetic background, growth habit, and growth stage. Fitted models for the model-building and validation data sets had similar estimated regression coefficients and attributes. Mean squared prediction errors (MSPR) were similar to or smaller than error mean square (MSE) of the model-building regression model, indicating reasonable predictive ability. Validation results indicated that the model reliably estimated biomass of plants in another environment. However, the technique should not be utilized where individual plants are not easily distinguished, such as alfalfa monocultures. Estimating biomass from canopy volume values that are extrapolations (>2.077 × 106 cm3) of the model-building data set is not recommended.
Publication Title
American Journal of Plant Sciences
Volume
7
Issue
1
Last Page
238
Pages
235
Format
application/pdf
Language
en
DOI of Published Version
10.4236/ajps.2016.71023
Publisher
Scientific Research
Rights
Copyright © the Authors
Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.
Recommended Citation
Misar, Christopher G.; Xu, Lan; Boe, Arvid; Gates, Roger N.; and Johnson, Patricia S., "Validation of a Technique for Estimating Alfalfa (Medicago sativa) Biomass from Canopy Volume" (2016). Natural Resource Management Faculty Publications. 210.
https://openprairie.sdstate.edu/nrm_pubs/210