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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171 to 180 of 389 Results

Kalden_18%WC_NE_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: becbce4f49e84c901ba344dcd7b22a117aa1a44b343f0a2673c327af14b25099
Kalden_9%WC_0_1%Chia_Fric_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 - 61.1 KB - SHA-256: 8522cd47afa338db712950f05332dc5de19f937e258c4e036f19861c0fe941b6
Kalden_9%WC_0_1%Chia_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: 7655a3156238dcc58003816a984e43dcf46ae4c241782af25b696e230c6376d0
Kalden_9%WC_0_1%Chia_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: 3645055eff00891d159d888a3c76e3770395290452071fcffb308e6e8e7ee45b
Kalden_9%WC_0_1%Chia_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: 747b49114af0b327cdba448a7c97ff2d9e01af6193fcf5e711bc894df962da93
Kalden_9%WC_0_1%Flax_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: 8814e61120df3fcf9e69090371d95d2a92164e4d740642d931fef15ed39e9f70
Kalden_9%WC_0_1%Flax_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: 3d4215fdd753e5f2978eebd1c91a7f8e281d2de611862ddcc23bb932d0f7633f
Kalden_9%WC_0_1%Flax_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: b7879c37c6ac25b38e45a09c8aef1bbac5ef8a7ed1d6da6363b99419c953f315
Kalden_9%WC_0_5%Chia_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: 3447358d217846b807e5c40b45e2e2fd71c390dc2f4b5a0ff17fd9be2c790956
Kalden_9%WC_0_5%Chia_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: dea9943d9d865a70221218f4e5dc04ded3b5f6944a480255655169ba385ad0a6

Kalden_18%WC_NE_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: becbce4f49e84c901ba344dcd7b22a117aa1a44b343f0a2673c327af14b25099

Kalden_9%WC_0_1%Chia_Fric_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 - 61.1 KB - SHA-256: 8522cd47afa338db712950f05332dc5de19f937e258c4e036f19861c0fe941b6

Kalden_9%WC_0_1%Chia_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: 7655a3156238dcc58003816a984e43dcf46ae4c241782af25b696e230c6376d0

Kalden_9%WC_0_1%Chia_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: 3645055eff00891d159d888a3c76e3770395290452071fcffb308e6e8e7ee45b

Kalden_9%WC_0_1%Chia_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: 747b49114af0b327cdba448a7c97ff2d9e01af6193fcf5e711bc894df962da93

Kalden_9%WC_0_1%Flax_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: 8814e61120df3fcf9e69090371d95d2a92164e4d740642d931fef15ed39e9f70

Kalden_9%WC_0_1%Flax_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: 3d4215fdd753e5f2978eebd1c91a7f8e281d2de611862ddcc23bb932d0f7633f

Kalden_9%WC_0_1%Flax_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: b7879c37c6ac25b38e45a09c8aef1bbac5ef8a7ed1d6da6363b99419c953f315

Kalden_9%WC_0_5%Chia_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: 3447358d217846b807e5c40b45e2e2fd71c390dc2f4b5a0ff17fd9be2c790956

Kalden_9%WC_0_5%Chia_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: dea9943d9d865a70221218f4e5dc04ded3b5f6944a480255655169ba385ad0a6

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