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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81 to 90 of 388 Results

Flax_Kalden_9%WC_Injection.xlsx Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth? MS Excel Spreadsheet - 239.8 KB - SHA-256: 70ede594e280153188705c46e2a7b4aaec96ce9d568da4ec88f55319084e8e55
Flax_Kalden_9%WC_mix.xlsx Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth? MS Excel Spreadsheet - 244.1 KB - SHA-256: 943301c6f84ab9787a1fa5257ecf13f332ef879b680f8d823ca0496cce2fd8d8
Flax_Kalden_9%WC.xlsx Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth? MS Excel Spreadsheet - 243.7 KB - SHA-256: 0a8ed6a637983d81c5b7fcf6ce5f60075172792d4a57a6fd7ab0c222896ee0a2
Flax_Selhausen_12%WC.xlsx Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth? MS Excel Spreadsheet - 251.0 KB - SHA-256: 2a183e82d0b34194e0a37947966dbd9c2b6b08f1d5faf2a16e15fdfe17677ae4
Flax_Selhausen_15%WC.xlsx Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth? MS Excel Spreadsheet - 248.6 KB - SHA-256: 4a5b06b1b460098f2d36bc506b31c34aa0546a0b3f7bad7f65068283ed916f19
Flax_Selhausen_18%WC.xlsx Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth? MS Excel Spreadsheet - 241.3 KB - SHA-256: 636c06c46d06168e8b8c50a644bf1add83469adedfa0bc51ebbf51f806b37f83
Flax_Selhausen_9%WC.xlsx Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth? MS Excel Spreadsheet - 254.0 KB - SHA-256: 861ceb741263ec73fbd2893b615c24b299dee9eaade3491fb71372175289a758
Kalden_12%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: 77a0a91a9181664440319cd7b5774e7681e35b3f82302923b3e727749cd158e2
Kalden_12%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: eaeb1a7d4735ce3f46bb3063fd1e3a07be3e96f0fd84dab7fde16604bce2b29f
Kalden_12%WC_0_1%Chia_Trail2 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: c22fbab6a6ee0afdbfcfc254a9e8ce19b5c42ca8df2ff020e95481fcc4da2f91

Flax_Kalden_9%WC_Injection.xlsx

Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth?

MS Excel Spreadsheet - 239.8 KB - SHA-256: 70ede594e280153188705c46e2a7b4aaec96ce9d568da4ec88f55319084e8e55

Flax_Kalden_9%WC_mix.xlsx

Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth?

MS Excel Spreadsheet - 244.1 KB - SHA-256: 943301c6f84ab9787a1fa5257ecf13f332ef879b680f8d823ca0496cce2fd8d8

Flax_Kalden_9%WC.xlsx

Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth?

MS Excel Spreadsheet - 243.7 KB - SHA-256: 0a8ed6a637983d81c5b7fcf6ce5f60075172792d4a57a6fd7ab0c222896ee0a2

Flax_Selhausen_12%WC.xlsx

Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth?

MS Excel Spreadsheet - 251.0 KB - SHA-256: 2a183e82d0b34194e0a37947966dbd9c2b6b08f1d5faf2a16e15fdfe17677ae4

Flax_Selhausen_15%WC.xlsx

Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth?

MS Excel Spreadsheet - 248.6 KB - SHA-256: 4a5b06b1b460098f2d36bc506b31c34aa0546a0b3f7bad7f65068283ed916f19

Flax_Selhausen_18%WC.xlsx

Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth?

MS Excel Spreadsheet - 241.3 KB - SHA-256: 636c06c46d06168e8b8c50a644bf1add83469adedfa0bc51ebbf51f806b37f83

Flax_Selhausen_9%WC.xlsx

Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth?

MS Excel Spreadsheet - 254.0 KB - SHA-256: 861ceb741263ec73fbd2893b615c24b299dee9eaade3491fb71372175289a758

Kalden_12%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: 77a0a91a9181664440319cd7b5774e7681e35b3f82302923b3e727749cd158e2

Kalden_12%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: eaeb1a7d4735ce3f46bb3063fd1e3a07be3e96f0fd84dab7fde16604bce2b29f

Kalden_12%WC_0_1%Chia_Trail2 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: c22fbab6a6ee0afdbfcfc254a9e8ce19b5c42ca8df2ff020e95481fcc4da2f91

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