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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61 to 70 of 388 Results

Chia_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 - 530.2 KB - SHA-256: 5196cb3f24d57ef47cab4c88a808c0994bec4a6019892545c31d8fb73d713e32
Chia_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 - 437.8 KB - SHA-256: 0996d97b7c571309fe01fc7dbc7d3fe32cc23d7ef031f38967ec96f267437d46
Chia_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 - 414.3 KB - SHA-256: 2eb57647dee02960d3a965aa002498193c7418ae19a87fdd16be3754f3be6153
Chia_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 - 423.0 KB - SHA-256: dd39b24f0517a15e78c920af08a92994fd0931a68c0d09b230f75221a573d6c5
Chia_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 - 487.1 KB - SHA-256: 467e3bb823894c95ddaaa0826cc78713c2ada6cc2cfd63802601d3d07cfb9d8a
Energy_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 - 539.3 KB - SHA-256: 2c02dab823708e1e0415454e7ad9399aeafe81618a9f5c08a761112524fcaf4d
Energy_20%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 - 540.0 KB - SHA-256: a2be0423cafaed42b0cf5b1c467e94302952f28006deb1a1bd367c449d5baaaa
Energy_25%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 - 543.4 KB - SHA-256: 37457cacb1edb0634eb8e765a676f7473a9a7cb65c7a7365514501847b41f7e5
Energy_30%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 - 515.0 KB - SHA-256: 4da44d641f4734d104d7c7009e4653fa234a6a8ad51524d225b1cb1562add10a
Energy_Analysis_Final_Version.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 - 384.8 KB - SHA-256: 0422cda5ebcd5e9f370c6ed58fe1eba10d1a0cc0aace611bdf864715a392f677

Chia_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 - 530.2 KB - SHA-256: 5196cb3f24d57ef47cab4c88a808c0994bec4a6019892545c31d8fb73d713e32

Chia_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 - 437.8 KB - SHA-256: 0996d97b7c571309fe01fc7dbc7d3fe32cc23d7ef031f38967ec96f267437d46

Chia_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 - 414.3 KB - SHA-256: 2eb57647dee02960d3a965aa002498193c7418ae19a87fdd16be3754f3be6153

Chia_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 - 423.0 KB - SHA-256: dd39b24f0517a15e78c920af08a92994fd0931a68c0d09b230f75221a573d6c5

Chia_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 - 487.1 KB - SHA-256: 467e3bb823894c95ddaaa0826cc78713c2ada6cc2cfd63802601d3d07cfb9d8a

Energy_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 - 539.3 KB - SHA-256: 2c02dab823708e1e0415454e7ad9399aeafe81618a9f5c08a761112524fcaf4d

Energy_20%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 - 540.0 KB - SHA-256: a2be0423cafaed42b0cf5b1c467e94302952f28006deb1a1bd367c449d5baaaa

Energy_25%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 - 543.4 KB - SHA-256: 37457cacb1edb0634eb8e765a676f7473a9a7cb65c7a7365514501847b41f7e5

Energy_30%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 - 515.0 KB - SHA-256: 4da44d641f4734d104d7c7009e4653fa234a6a8ad51524d225b1cb1562add10a

Energy_Analysis_Final_Version.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 - 384.8 KB - SHA-256: 0422cda5ebcd5e9f370c6ed58fe1eba10d1a0cc0aace611bdf864715a392f677

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