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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131 to 140 of 388 Results

Kalden_12%WC_realchia0_5%_injection_Trail4.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: 0a563ed5314db1eb316116acf1c6c9c00779e1abce780d219d995c375f5503e7
Kalden_15%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 - 30.6 KB - SHA-256: 0aefc46f3a91ccdc89de56c7be8789cf5d234ecb78609e6db6e814a9a4b77249
Kalden_15%WC_0_1%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 - 30.5 KB - SHA-256: 14bed150339510665ca5cf0289c8a0ab01fabc596dbeb492309f88793dfd8f31
Kalden_15%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: 331c69c839094d70e89e5b00af9aeb2c4b74416c91f23288eeebd2ad8b45fc43
Kalden_15%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: 7d09d63b911f38a9c428931fecd0ad8761f006d226df34c305893f5d5b7205bf
Kalden_15%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: e1c722efa833c9a04a2977f33b5033c953d572ca2cc3c53b633b1c19a94bb3d0
Kalden_15%WC_0_1%Flax_Trail1 1.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: 206af3c35b79e46cf7ba9e1700d43a73896f4f14306870166e68104c6496f27e
Kalden_15%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: a17c6c1ff3c62ae0e97d51da29e08ce453337bb382142495add04271f7af3fab
Kalden_15%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: 64dc93b6c268d2b4722798e9b3232d27900ebd30fa7548d3184ec9e52cb215e5
Kalden_15%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: 37b9c1a482b616a6d3bf6cc778b7c8021280a35c1894ac4d66687d26904ff581

Kalden_12%WC_realchia0_5%_injection_Trail4.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: 0a563ed5314db1eb316116acf1c6c9c00779e1abce780d219d995c375f5503e7

Kalden_15%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 - 30.6 KB - SHA-256: 0aefc46f3a91ccdc89de56c7be8789cf5d234ecb78609e6db6e814a9a4b77249

Kalden_15%WC_0_1%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 - 30.5 KB - SHA-256: 14bed150339510665ca5cf0289c8a0ab01fabc596dbeb492309f88793dfd8f31

Kalden_15%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: 331c69c839094d70e89e5b00af9aeb2c4b74416c91f23288eeebd2ad8b45fc43

Kalden_15%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: 7d09d63b911f38a9c428931fecd0ad8761f006d226df34c305893f5d5b7205bf

Kalden_15%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: e1c722efa833c9a04a2977f33b5033c953d572ca2cc3c53b633b1c19a94bb3d0

Kalden_15%WC_0_1%Flax_Trail1 1.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: 206af3c35b79e46cf7ba9e1700d43a73896f4f14306870166e68104c6496f27e

Kalden_15%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: a17c6c1ff3c62ae0e97d51da29e08ce453337bb382142495add04271f7af3fab

Kalden_15%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: 64dc93b6c268d2b4722798e9b3232d27900ebd30fa7548d3184ec9e52cb215e5

Kalden_15%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: 37b9c1a482b616a6d3bf6cc778b7c8021280a35c1894ac4d66687d26904ff581

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