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Data and code from: Establishment of southern highbush blueberry cultivars and suppression of Phytophthora root rot using cover crop and soil amendment treatments

Version 2 2025-01-06, 15:11
Version 1 2024-11-20, 22:38
dataset
posted on 2025-01-06, 15:11 authored by Barbara J. Smith, Eric Stafne, Quentin ReadQuentin Read

This dataset contains all data and R statistical software code needed to reproduce the analyses presented in the paper:

Smith, B.J., Stafne, E.T. & Read, Q.D. (2025). Establishment of Southern Highbush Blueberry Cultivars and Suppression of Phytophthora Root Rot Using Cover Crop and Soil Amendment Treatments. PhytoFrontiers. https://doi.org/10.1094/PHYTOFR-09-24-0096-R

Summary

Phytophthora root rot is a major disease of blueberry that often relies on cultural practices including the addition of soil amendments for disease management. We evaluated the effect of three cover crops on the establishment and growth of southern highbush blueberry (SHB) plants and their ability to suppress Phytophthora root rot infection of plants. This dataset includes data from soil chemical analyses (Table 1), soil pH and electrical conductivity measurements (Table 2), plant leaf, flower, crop load, and fruit ratings (Table 3), plant vigor rating and survival rate (Table 3), stem count, length, weight, and survival (Table 4), root length, diameter, and weight (Table 5). In addition, seedling weight and count data from a blueberry seedling assay (Table 6) and a lupine seedling assay (Table 7) are included.

The associated RMarkdown notebook includes statistical models to analyze all datasets presented here. Linear mixed models, generalized linear mixed models, generalized additive models, and cumulative logistic mixed models are fit where appropriate. A combination of Bayesian and frequentist methods are used; some of the frequentist models include Bayesian-style prior distributions on fixed effects. Models are described in more detail in the notebook.

Files included

  • Smith BB cover crop 7 data sets 10.9.24.xlsx: Excel spreadsheet with seven tabs containing all raw data and explanation of contents
  • blueberry_covercrop_analysis.Rmd: RMarkdown notebook containing all R code for statistical analysis presented in manuscript, with text explanations
  • blueberry_covercrop_analysis.html: HTML rendered output of Rmd notebook

Version history

V2 replaces blueberry_covercrop_analysis.Rmd and blueberry_covercrop_analysis.html with new versions. This corrects an error in the statistical analysis code from the previous version.

Funding

USDA-ARS: 6062-21430-004-00D

History

Data contact name

Read, Quentin D.

Data contact email

quentin.read@usda.gov

Publisher

Ag Data Commons

Intended use

This dataset is intended to enable anyone to reproduce the statistical analyses presented in the above cited manuscript.

Use limitations

The associated R code should not be used to analyze other datasets than the one presented here, unless it is suitably modified.

Temporal Extent Start Date

2016-03-01

Temporal Extent End Date

2022-07-31

Frequency

  • irregular

Theme

  • Non-geospatial

Geographic Coverage

{ "type": "FeatureCollection", "features": [ { "type": "Feature", "geometry": { "type": "Point", "coordinates": [ -89.84278, 31.42667 ] }, "properties": {} } ] }

Geographic location - description

United States Department of Agriculture (USDA), Agricultural Research Service (ARS), Thad Cochran Southern Horticultural Laboratory (TCSHL) in Poplarville, MS, USA 31.42667 N, 89.84278 W

ISO Topic Category

  • farming
  • biota

National Agricultural Library Thesaurus terms

Vaccinium corymbosum; cultivars; root rot; cover crops; soil amendments; data collection; computer software; fruit diseases; blueberries; chemical analysis; soil pH; electrical conductivity; leaves; fruits; seedlings; Lupinus; plant disease control; Phytophthora cinnamomi

OMB Bureau Code

  • 005:18 - Agricultural Research Service

OMB Program Code

  • 005:040 - National Research

ARS National Program Number

  • 305

ARIS Log Number

421227

Pending citation

  • No

Public Access Level

  • Public