growthPheno

Functional Analysis of Phenotypic Growth Data to Smooth and Extract Traits

CRAN Package

Assists in the plotting and functional smoothing of traits measured over time and the extraction of features from these traits, implementing the SET (Smoothing and Extraction of Traits) method described in Brien et al. (2020) Plant Methods, 16. Smoothing of growth trends for individual plants using natural cubic smoothing splines or P-splines is available for removing transient effects and segmented smoothing is available to deal with discontinuities in growth trends. There are graphical tools for assessing the adequacy of trait smoothing, both when using this and other packages, such as those that fit nonlinear growth models. A range of per-unit (plant, pot, plot) growth traits or features can be extracted from the data, including single time points, interval growth rates and other growth statistics, such as maximum growth or days to maximum growth. The package also has tools adapted to inputting data from high-throughput phenotyping facilities, such from a Lemna-Tec Scananalyzer 3D (see https://www.youtube.com/watch?v=MRAF_mAEa7E/ for more information). The package 'growthPheno' can also be installed from http://chris.brien.name/rpackages/.


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Insights

Last 30 days

This package has been downloaded 426 times in the last 30 days. More than a random curiosity, but not quite a blockbuster. Still, it's gaining traction! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 12 times.

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4 downloadsMar 16, 2025
10 downloadsMar 17, 2025
5 downloadsMar 18, 2025
2 downloadsMar 19, 2025
10 downloadsMar 20, 2025
11 downloadsMar 21, 2025
14 downloadsMar 22, 2025
11 downloadsMar 23, 2025
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11 downloadsMar 27, 2025
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12 downloadsApr 1, 2025
5 downloadsApr 2, 2025
37 downloadsApr 3, 2025
10 downloadsApr 4, 2025
57 downloadsApr 5, 2025
9 downloadsApr 6, 2025
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10 downloadsApr 8, 2025
23 downloadsApr 9, 2025
14 downloadsApr 10, 2025
11 downloadsApr 11, 2025
31 downloadsApr 12, 2025
3 downloadsApr 13, 2025
12 downloadsApr 14, 2025
0 downloadsApr 15, 2025
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0 downloadsApr 18, 2025
0 downloadsApr 19, 2025
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The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 20,974 times in the last 365 days. The academic equivalent of having a dedicated subreddit. There are fans, and maybe even a few trolls! The day with the most downloads was Apr 25, 2024 with 907 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


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Dependencies

  • Imports9 packages
  • Suggests4 packages