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How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth?
This dataset contains experimental results from my PhD research on plant root-soil–mucilage interactions and their effect on penetration resistance. It includes raw rheometer measurements, processed penetration resistance curves, and energy calculations for different soils, water contents, mucilage types, and needle geometries. Analysis files provide final plots, energy summaries, and statistical evaluations (t-tests/ANOVA). R code used for significance testing and Python code for cavity expansion modelling (Chapter 3 only) are included. The dataset is organized by chapter to enable full reproducibility of all figures, calculations, and interpretations presented in the thesis.
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ANOVA_9%_Chia_0.5%_Full_insertion_depth.R
R Syntax - 614 B - SHA-256: 8fda0b3c7f2eaeec8bade68dc429939e7d0eb8070c27eb3369c88ae1799c14e4
ANOVA_9%_Flax_0.1%__Beyond_Fullcone_insertion_depth.R
R Syntax - 629 B - SHA-256: 38cd30bb0ffaf8639566c9de1f9c318e007d591ba21e65d13bd7ea9e3ae38cb7
ANOVA_9%_Flax_0.1%__Full_insertion_depth.R
R Syntax - 614 B - SHA-256: 9d5a088a4e91e322535855c4ddb25913d7d9192a5f3430fd49fea281b6d24cc2
ANOVA_9%_Flax_0.5%__Full_insertion_depth.R
R Syntax - 615 B - SHA-256: 8527d598cd2ae6e39adc32939de9513c94d774a3baabe0719cce637f64dac087
ANOVA_Fictional_forces_30_60deg_30%WC.R
R Syntax - 502 B - SHA-256: 67a044cf8e0044a9e282f6cc666d71ddc395c1c6ba82ef400d5432c61d3c09a0
ANOVA_Fictional_forces_30deg_15%WC_ALL_MUCILAGE.R
R Syntax - 733 B - SHA-256: 00f8f2cecd0908806038f72e8faebdbdf5cf409de30b0851443ce778fd54172d
ANOVA_Fictional_forces_30deg_25%WC_ALL_MUCILAGE.R
R Syntax - 734 B - SHA-256: e53c9f7c898b5d3ffba72013094e54070e15a50df93919991805816d08e9cee9
ANOVA_Fictional_forces_60deg_15%WC_ALL_MUCILAGE.R
R Syntax - 731 B - SHA-256: 8f6d720ba2c46e5e36f17456599806595bf7ad4d785dae04ba891f12810d4354
ANOVA_Fictional_forces_60deg_25%WC_ALL_MUCILAGE.R
R Syntax - 731 B - SHA-256: b6410d7634336b3877624301a0df2e40833e979f5bc8e8abe76ab0ef9eedfaa4
chia0.1%_12%WC_Fulldepth.R
R Syntax - 545 B - SHA-256: 30c948d3c6d094682ee9411e84bdc0a2033ddfb1468c864e6d670c7b6bbdb26c
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