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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161 to 170 of 388 Results

Kalden_18%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: d1ec75e14e1f3e53f946003ba1f6a572652b5e048c93804d1fd9ad10dc8393e3
Kalden_18%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 - 29.2 KB - SHA-256: d3af4669e7a5cfd1149f9bc4665d853115198511c1e7f2494dc5ed689c441e83
Kalden_18%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 - 29.2 KB - SHA-256: d7c8a1b3d676c09e9dfd2f276317a5b1c50a2839ef358ee6e7ef4d5dbb1878c8
Kalden_18%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: 79713836840d1e234db7c9dcdee4ce6e8216f59b1fa380c46e816a6b9465bc35
Kalden_18%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: ccde3eaba54bf13b83833c28deec1324603b95ae01d1594d46aa9069cb89371b
Kalden_18%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: e5d12b8a36e7ed2e3e8589ee8db9bea6c3b76c9a32d5b8a25c0420fae411736f
Kalden_18%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 - 30.9 KB - SHA-256: dd605b85de91292f8546d44a4e92e33a2a2ddb62040343b8ec73043fc762463c
Kalden_18%WC_NE_Trail1 3.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: 9fff986db24809f7c38df54c8e3fbdb9599395b2a2c99724aaf9a5b8f567c08a
Kalden_18%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: c69fb627fd53a17a016cb57269377b3eaee6b0316528f0518c1a1eb5992119c4
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_18%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: d1ec75e14e1f3e53f946003ba1f6a572652b5e048c93804d1fd9ad10dc8393e3

Kalden_18%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 - 29.2 KB - SHA-256: d3af4669e7a5cfd1149f9bc4665d853115198511c1e7f2494dc5ed689c441e83

Kalden_18%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 - 29.2 KB - SHA-256: d7c8a1b3d676c09e9dfd2f276317a5b1c50a2839ef358ee6e7ef4d5dbb1878c8

Kalden_18%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: 79713836840d1e234db7c9dcdee4ce6e8216f59b1fa380c46e816a6b9465bc35

Kalden_18%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: ccde3eaba54bf13b83833c28deec1324603b95ae01d1594d46aa9069cb89371b

Kalden_18%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: e5d12b8a36e7ed2e3e8589ee8db9bea6c3b76c9a32d5b8a25c0420fae411736f

Kalden_18%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 - 30.9 KB - SHA-256: dd605b85de91292f8546d44a4e92e33a2a2ddb62040343b8ec73043fc762463c

Kalden_18%WC_NE_Trail1 3.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: 9fff986db24809f7c38df54c8e3fbdb9599395b2a2c99724aaf9a5b8f567c08a

Kalden_18%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: c69fb627fd53a17a016cb57269377b3eaee6b0316528f0518c1a1eb5992119c4

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

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