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Estimating plant biomass in agroecosystems using a drop-plate meter.
Stephen M Robertson1, Ryan B Schmid1, Jonathan G Lundgren1
1Ecdysis Foundation, Estelline, South Dakota, United States of America.
Peerj
|August 7, 2023
Summary
A new drop-plate meter method offers a fast, inexpensive, and accurate way to estimate plant biomass across many crops. This approach simplifies data collection and modeling for scientists and growers, improving agricultural assessments.
Area of Science:
- Agricultural Science
- Agronomy
- Plant Science
Background:
- Estimating plant biomass is crucial for agricultural health and productivity.
- Current destructive methods are time-consuming and labor-intensive.
- Existing indirect methods lack breadth or are overly complex.
Purpose of the Study:
- To explore an indirect, cost-effective method for estimating plant biomass.
- To develop a user-friendly approach for scientists and growers.
- To assess the applicability of a drop-plate meter across diverse crop systems.
Main Methods:
- Utilized drop-plate meter data from over 20 individuals.
- Collected data from 16 crop types on 312 farms across 15 states.
- Developed models to estimate plant biomass within and among crop types.
Main Results:
- A linear model using all crop types explained 67% of plant biomass variation.
- Model performance varied by crop type and stand height due to sample size and system differences.
- The combined dataset model explained more variance than commodity-specific models, except for wheat.
Conclusions:
- The drop-plate method is inexpensive, quick, simple, and accurate for estimating plant biomass.
- The developed model is robust and suitable for multiple crop types and agroecosystems.
- Validation is recommended for crops not included in this study.
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