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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121 to 130 of 389 Results

Kalden_12%WC_Flax0_5%_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: cb84c351f86a8c249b3854af96a117a88e41e806081940fc9da5ec04b9e36ea5
Kalden_12%WC_NE_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 - 30.5 KB - SHA-256: 8e532bed7e68de990c09f41c732489f6601f31f0bd7a3ad6c15acbd08164600f
Kalden_12%WC_NE_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: b7bf99cd2fe18d5623e7772136e143261c79dbf57679fd42524cc06542fa9190
Kalden_12%WC_NE_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: 49d49ccf5704aa5f60d5d65dd9de4a890ac96bd65d55e5190731704fbefb6bfb
Kalden_12%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: 648bc3f2c2d26c3afaf220d3a5a9a412dab53be2f1252692e0165032cb1879ee
Kalden_12%WC_realchia0_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: 6a5766a8d14b5e0eb5869599c15abe33cbbc8b43b600b2b1a3b9c9879a42fecb
Kalden_12%WC_realchia0_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: b1b13f90829253dbfcf49477a346efcb64fdbe0b4eb8b505dc049c1e0f0f159d
Kalden_12%WC_realchia0_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: e0145c96afd9dec62345642a6cba4841717642047f743f1a06801998ba407370
Kalden_12%WC_realchia0_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: aaecc2bade0095cf263413878967d735d943f78e00c176b2eb7bc385e0bead83
Kalden_12%WC_realchia0_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: dfe28bc499cf5b4a57611c045837904706c025b39b04be799c61ee68556c9e36

Kalden_12%WC_Flax0_5%_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: cb84c351f86a8c249b3854af96a117a88e41e806081940fc9da5ec04b9e36ea5

Kalden_12%WC_NE_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 - 30.5 KB - SHA-256: 8e532bed7e68de990c09f41c732489f6601f31f0bd7a3ad6c15acbd08164600f

Kalden_12%WC_NE_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: b7bf99cd2fe18d5623e7772136e143261c79dbf57679fd42524cc06542fa9190

Kalden_12%WC_NE_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: 49d49ccf5704aa5f60d5d65dd9de4a890ac96bd65d55e5190731704fbefb6bfb

Kalden_12%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: 648bc3f2c2d26c3afaf220d3a5a9a412dab53be2f1252692e0165032cb1879ee

Kalden_12%WC_realchia0_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: 6a5766a8d14b5e0eb5869599c15abe33cbbc8b43b600b2b1a3b9c9879a42fecb

Kalden_12%WC_realchia0_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: b1b13f90829253dbfcf49477a346efcb64fdbe0b4eb8b505dc049c1e0f0f159d

Kalden_12%WC_realchia0_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: e0145c96afd9dec62345642a6cba4841717642047f743f1a06801998ba407370

Kalden_12%WC_realchia0_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: aaecc2bade0095cf263413878967d735d943f78e00c176b2eb7bc385e0bead83

Kalden_12%WC_realchia0_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: dfe28bc499cf5b4a57611c045837904706c025b39b04be799c61ee68556c9e36

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