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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141 to 150 of 388 Results

Kalden_15%WC_0_5%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 - 30.6 KB - SHA-256: 7697e3207e777964e66549631b74f73a9ec8c9d09a644740f99189381ca1d8c1
Kalden_15%WC_0_5%Chia_Fric_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 - 30.8 KB - SHA-256: cadbce869bc4a7f85a97fe691b250c5292140a2026fe70fa14623f5358785481
Kalden_15%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: 8bec1176ebba50af241c6b117da082529d7f5bd37e926f29dede6140b254572e
Kalden_15%WC_0_5%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: c63cf06291344eabddab69dd7ddeb3038f7b69e93e5bfe15ebaa8bfe3155b176
Kalden_15%WC_0_5%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: e4f38e80a328b5bf0b1f72824b501dafc63b5ecaa50a4cb65f8bceb81580f90a
Kalden_15%WC_0_5%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: 0d5ce84c37f75d839e422e33a4e62a4541a22ce993d49c5c86a758d58a780ea4
Kalden_15%WC_0_5%_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: b5ee13e2c39d741ec2243967e022dfc6a53ff886c3d96ee73073d4c79858139f
Kalden_15%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 - 30.6 KB - SHA-256: 241fa0af6a42cd4e205fc11d3edcf8a361694abb9e77353d0e4567532bae2729
Kalden_15%WC_NE_Fric_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 - 30.7 KB - SHA-256: 9f3329ec80d82d16a7dce2c5799bee25eac00a9fc1d4e2e5983af84aa38c8c8c
Kalden_15%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: 331d65b309d3142702de80b231ff756f02d900b936789b611768d834b092d1b5

Kalden_15%WC_0_5%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 - 30.6 KB - SHA-256: 7697e3207e777964e66549631b74f73a9ec8c9d09a644740f99189381ca1d8c1

Kalden_15%WC_0_5%Chia_Fric_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 - 30.8 KB - SHA-256: cadbce869bc4a7f85a97fe691b250c5292140a2026fe70fa14623f5358785481

Kalden_15%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: 8bec1176ebba50af241c6b117da082529d7f5bd37e926f29dede6140b254572e

Kalden_15%WC_0_5%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: c63cf06291344eabddab69dd7ddeb3038f7b69e93e5bfe15ebaa8bfe3155b176

Kalden_15%WC_0_5%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: e4f38e80a328b5bf0b1f72824b501dafc63b5ecaa50a4cb65f8bceb81580f90a

Kalden_15%WC_0_5%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: 0d5ce84c37f75d839e422e33a4e62a4541a22ce993d49c5c86a758d58a780ea4

Kalden_15%WC_0_5%_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: b5ee13e2c39d741ec2243967e022dfc6a53ff886c3d96ee73073d4c79858139f

Kalden_15%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 - 30.6 KB - SHA-256: 241fa0af6a42cd4e205fc11d3edcf8a361694abb9e77353d0e4567532bae2729

Kalden_15%WC_NE_Fric_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 - 30.7 KB - SHA-256: 9f3329ec80d82d16a7dce2c5799bee25eac00a9fc1d4e2e5983af84aa38c8c8c

Kalden_15%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: 331d65b309d3142702de80b231ff756f02d900b936789b611768d834b092d1b5

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