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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191 to 200 of 389 Results

Kalden_9%WC_flax0_1%_injection_Trail1.txt Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth? Plain Text - 29.1 KB - SHA-256: 5bf35d0bca17cee1cfd1c9ac5b3ac7bfa4ec5d52da57e49cfe06058b9ca01e8b
Kalden_9%WC_flax0_1%_injection_Trail2.txt Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth? Plain Text - 29.1 KB - SHA-256: a62e05309ca432da2404a50d90ce5bb18d06f784d86606a066b48694b819c4f7
Kalden_9%WC_flax0_1%_injection_Trail3.txt Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth? Plain Text - 29.1 KB - SHA-256: aa2f11569495bf5b146564fa86d0d667b0296823d4fed0cb47d48b4bd1c1e1af
Kalden_9%WC_Flax0_1%_mix_Trail1.txt Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth? Plain Text - 29.1 KB - SHA-256: 8d517eddc23140b2c9249a553bbe2488c9369bf307d0012a92783ed490ea8f9f
Kalden_9%WC_Flax0_1%_mix_Trail2.txt Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth? Plain Text - 29.1 KB - SHA-256: 9e7fa7aa4af11f78a0871abca61189e5cfd72e501321cbe9d64730ded39c4b44
Kalden_9%WC_Flax0_1%_mix_Trail3.txt Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth? Plain Text - 29.1 KB - SHA-256: ef86b7be9f6cd6f268a35529c018a102db2624b49de9673377cd1314b24826e2
Kalden_9%WC_flax0_5%_injection_Trail1.txt Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth? Plain Text - 29.1 KB - SHA-256: 41817e59ffdfd0e722cf09b73c6f9629443906279790058bd949446ba7acdcff
Kalden_9%WC_flax0_5%_injection_Trail2.txt Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth? Plain Text - 29.1 KB - SHA-256: 62426b209ddbe5ddce5a5b01260220136b78aece287d345bbc260ca04c9aa025
Kalden_9%WC_flax0_5%_injection_Trail3.txt Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth? Plain Text - 29.1 KB - SHA-256: 79827387b714011ae478a6bebaebed316677d7a45049815f9f232a8b3081ba78
Kalden_9%WC_Flax0_5%_mix_Trail1.txt Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth? Plain Text - 29.1 KB - SHA-256: 51bb1974e5886066418e3ba32d3e75992cd13a8b8056f33dd38a75070db02409

Kalden_9%WC_flax0_1%_injection_Trail1.txt

Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth?

Plain Text - 29.1 KB - SHA-256: 5bf35d0bca17cee1cfd1c9ac5b3ac7bfa4ec5d52da57e49cfe06058b9ca01e8b

Kalden_9%WC_flax0_1%_injection_Trail2.txt

Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth?

Plain Text - 29.1 KB - SHA-256: a62e05309ca432da2404a50d90ce5bb18d06f784d86606a066b48694b819c4f7

Kalden_9%WC_flax0_1%_injection_Trail3.txt

Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth?

Plain Text - 29.1 KB - SHA-256: aa2f11569495bf5b146564fa86d0d667b0296823d4fed0cb47d48b4bd1c1e1af

Kalden_9%WC_Flax0_1%_mix_Trail1.txt

Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth?

Plain Text - 29.1 KB - SHA-256: 8d517eddc23140b2c9249a553bbe2488c9369bf307d0012a92783ed490ea8f9f

Kalden_9%WC_Flax0_1%_mix_Trail2.txt

Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth?

Plain Text - 29.1 KB - SHA-256: 9e7fa7aa4af11f78a0871abca61189e5cfd72e501321cbe9d64730ded39c4b44

Kalden_9%WC_Flax0_1%_mix_Trail3.txt

Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth?

Plain Text - 29.1 KB - SHA-256: ef86b7be9f6cd6f268a35529c018a102db2624b49de9673377cd1314b24826e2

Kalden_9%WC_flax0_5%_injection_Trail1.txt

Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth?

Plain Text - 29.1 KB - SHA-256: 41817e59ffdfd0e722cf09b73c6f9629443906279790058bd949446ba7acdcff

Kalden_9%WC_flax0_5%_injection_Trail2.txt

Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth?

Plain Text - 29.1 KB - SHA-256: 62426b209ddbe5ddce5a5b01260220136b78aece287d345bbc260ca04c9aa025

Kalden_9%WC_flax0_5%_injection_Trail3.txt

Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth?

Plain Text - 29.1 KB - SHA-256: 79827387b714011ae478a6bebaebed316677d7a45049815f9f232a8b3081ba78

Kalden_9%WC_Flax0_5%_mix_Trail1.txt

Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth?

Plain Text - 29.1 KB - SHA-256: 51bb1974e5886066418e3ba32d3e75992cd13a8b8056f33dd38a75070db02409

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