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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111 to 120 of 389 Results

Kalden_12%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: 237745edae91246dd8a4b854ea2e74ec1575424ccd1a9587b5b3d04025110d41
Kalden_12%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: 246ed91eed1fc7768869343be61fb262e8f9fcc697891e2306680d1ff72bf499
Kalden_12%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: c02edb87c1f70d926e2975714fbbd636892befced83b1be56ab25722f6318c41
Kalden_12%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: e88b0ca26ba6c16dd8bb232796e1c7f3df4079ffd85499889cb258f82f8d7905
Kalden_12%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: 5a45c7c4999cee1c368c0d407a8e0c334c3612afc67e412d7bbc9812761fbef4
Kalden_12%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: 3fb6afa94b49384c3c837ba0fe121ba2e50dc6652a8964ab8c592dffc1127e0b
Kalden_12%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: 50193de7bc363950ff0ee9b9617eb76a4fb99063b7f056ffe087aa80a928c78c
Kalden_12%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: 18688f3d39bbd8de59498b334e193f5d4837900b907f270c04a544d318ea177c
Kalden_12%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: 777d29774196703703a002b898b637d65aaa65c1d35ea8a8e6a7510caab0f336
Kalden_12%WC_Flax0_5%_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: 3d55b3923c8278d90e1fae7ffb642907eebd211c3b0ba32a29a0cab6266bd2ee

Kalden_12%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: 237745edae91246dd8a4b854ea2e74ec1575424ccd1a9587b5b3d04025110d41

Kalden_12%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: 246ed91eed1fc7768869343be61fb262e8f9fcc697891e2306680d1ff72bf499

Kalden_12%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: c02edb87c1f70d926e2975714fbbd636892befced83b1be56ab25722f6318c41

Kalden_12%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: e88b0ca26ba6c16dd8bb232796e1c7f3df4079ffd85499889cb258f82f8d7905

Kalden_12%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: 5a45c7c4999cee1c368c0d407a8e0c334c3612afc67e412d7bbc9812761fbef4

Kalden_12%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: 3fb6afa94b49384c3c837ba0fe121ba2e50dc6652a8964ab8c592dffc1127e0b

Kalden_12%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: 50193de7bc363950ff0ee9b9617eb76a4fb99063b7f056ffe087aa80a928c78c

Kalden_12%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: 18688f3d39bbd8de59498b334e193f5d4837900b907f270c04a544d318ea177c

Kalden_12%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: 777d29774196703703a002b898b637d65aaa65c1d35ea8a8e6a7510caab0f336

Kalden_12%WC_Flax0_5%_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: 3d55b3923c8278d90e1fae7ffb642907eebd211c3b0ba32a29a0cab6266bd2ee

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