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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181 to 190 of 388 Results

Kalden_9%WC_0_5%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: 3047d593f60fa3734d1c1e19683f3dea4f3c8ce6ca7848843ad001045496800a
Kalden_9%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: d1cc1e514211cdbf361c6445a909f694b9e428a8e46d9e2c31b9257f9a9b6b25
Kalden_9%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: 28e15c0bc53aa0befe23d010f02ba1c699f681d64774e1099fc2271bd6604ce7
Kalden_9%WC_Chia0_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: 033e3987dc25dd436e3d35ea70f85a2bd4a9db3ef668bd28d6c4fb032eccfce9
Kalden_9%WC_Chia0_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: f1fede7cdc327ae00620218e901d5ad2a76808f1e97842fec51991676bf7c4ac
Kalden_9%WC_Chia0_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: 80efc4a554ec4b48009263c01aa2f9f7baddd6b5f9bf3303d03bdc8827b271df
Kalden_9%WC_Chia0_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: e1caebb1ad34f7151d727171a72b4d1e35fba948f71f57108c88a52c56aca4a7
Kalden_9%WC_Chia0_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: 5b63e169c36569cb5d3fe921059838cfe06d6a43ce7ab3553dcc999bbc4a9bb0
Kalden_9%WC_Chia0_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: f8e18623fe53a11e563759fc48bca92275b5f788a48ca4ff29598c4c29829d9a
Kalden_9%WC_flax0_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: 5bf35d0bca17cee1cfd1c9ac5b3ac7bfa4ec5d52da57e49cfe06058b9ca01e8b

Kalden_9%WC_0_5%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: 3047d593f60fa3734d1c1e19683f3dea4f3c8ce6ca7848843ad001045496800a

Kalden_9%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: d1cc1e514211cdbf361c6445a909f694b9e428a8e46d9e2c31b9257f9a9b6b25

Kalden_9%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: 28e15c0bc53aa0befe23d010f02ba1c699f681d64774e1099fc2271bd6604ce7

Kalden_9%WC_Chia0_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: 033e3987dc25dd436e3d35ea70f85a2bd4a9db3ef668bd28d6c4fb032eccfce9

Kalden_9%WC_Chia0_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: f1fede7cdc327ae00620218e901d5ad2a76808f1e97842fec51991676bf7c4ac

Kalden_9%WC_Chia0_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: 80efc4a554ec4b48009263c01aa2f9f7baddd6b5f9bf3303d03bdc8827b271df

Kalden_9%WC_Chia0_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: e1caebb1ad34f7151d727171a72b4d1e35fba948f71f57108c88a52c56aca4a7

Kalden_9%WC_Chia0_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: 5b63e169c36569cb5d3fe921059838cfe06d6a43ce7ab3553dcc999bbc4a9bb0

Kalden_9%WC_Chia0_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: f8e18623fe53a11e563759fc48bca92275b5f788a48ca4ff29598c4c29829d9a

Kalden_9%WC_flax0_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: 5bf35d0bca17cee1cfd1c9ac5b3ac7bfa4ec5d52da57e49cfe06058b9ca01e8b

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