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Part 1: Document Description
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Citation |
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Title: |
How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth? |
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Identification Number: |
doi:10.26165/JUELICH-DATA/JK0P7Y |
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Distributor: |
Jülich DATA |
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Date of Distribution: |
2025-12-02 |
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Version: |
1 |
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Bibliographic Citation: |
Mysore Janakiram, Ravi Kumar, 2025, "How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth?", https://doi.org/10.26165/JUELICH-DATA/JK0P7Y, Jülich DATA, V1 |
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Citation |
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Title: |
How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth? |
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Identification Number: |
doi:10.26165/JUELICH-DATA/JK0P7Y |
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Authoring Entity: |
Mysore Janakiram, Ravi Kumar |
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Distributor: |
Jülich DATA |
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Access Authority: |
Mysore Janakiram, Ravi Kumar |
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Depositor: |
Mysore Janakiram, Ravi Kumar |
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Date of Deposit: |
2025-12-02 |
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Study Scope |
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Keywords: |
Agricultural Sciences, Earth and Environmental Sciences |
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Abstract: |
This dataset contains experimental and analytical results from my PhD on how soil water content, density, mucilage, and root-tip geometry influence penetration resistance. Chapter 3 includes penetration resistance measurements for varying water contents and mucilage concentrations using two needle geometries, supported by energy analyses and cavity expansion model outputs. Chapter 4 provides penetration resistance and energy data for chia and flax mucilage in loamy sand and loam soils. Chapter 5 includes datasets comparing mixed and injected mucilage in sandy loam soil, with corresponding energy calculations. All chapters include raw rheometer data and R-code for statistical testing. |
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Methodology and Processing |
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Sources Statement |
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Data Access |
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Notes: |
CC0 Waiver |
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Other Study Description Materials |
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Label: |
Analysis.xlsx |
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application/vnd.openxmlformats-officedocument.spreadsheetml.sheet |
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Ananlysis_Final_Version.xlsx |
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application/vnd.openxmlformats-officedocument.spreadsheetml.sheet |
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Label: |
Ananysis_Final_Version.xlsx |
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application/vnd.openxmlformats-officedocument.spreadsheetml.sheet |
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Annova_0.1%_30deg_needle_Energy.R |
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Annova_0.1%_60deg_needle_Energy.R |
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Annova_0%_30deg_needle_Energy.R |
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Annova_0.3%_30deg_needle_Energy.R |
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Annova_0.3%_60deg_needle_Energy.R |
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Annova_0.5%_30deg_needle_Energy.R |
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Annova_0.5%_60deg_needle_Energy.R |
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Annova_0%_60deg_needle_Energy.R |
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Annova_12%_Chia_Flux_Kalden_Energy.R |
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Annova_12%_Chia_Flux_Selhausen_Energy.R |
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Annova_12%_Chia_Sand_Cone_Energy.R |
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Annova_12%_Flux_Selhausen_Energy.R |
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Annova_15%_30deg_needle_Energy.R |
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Annova_15%_60deg_needle_Energy.R |
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Annova_15%_Chia_Sand_Cone_Energy.R |
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Annova_15%_Flux_Selhausen_Energy.R |
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Annova_20%_30deg_needle_Energy.R |
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Annova_20%_60deg_needle_Energy.R |
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Annova_25%_30deg_needle_Energy.R |
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Annova_25%_60deg_needle_Energy.R |
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Annova_30%_30deg_needle_Energy.R |
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Annova_30%_60deg_needle_Energy.R |
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Annova_9%_Chia_Flux_Kalden_Energy.R |
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Annova_9%_Chia_Flux_Selhausen_Energy.R |
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Annova_9%_Chia_Selhausen_Energy.R |
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Annova_9%_Flux_Selhausen_Energy.R |
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Annova_9%Selhausen_PR.R |
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ANOVA_12%_Chia_0.1%_Full_insertion_depth.R |
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ANOVA_12%_Chia_0.5%__Beyond_Fullcone_insertion_depth.R |
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ANOVA_12%_Chia_0.5%_Full_insertion_depth.R |
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ANOVA_12%_Flax_0.1%__Beyond_Fullcone_insertion_depth.R |
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ANOVA_12%_Flax_0.1%__Full_insertion_depth.R |
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ANOVA_12%_Flax_0.5%__Beyond_Fullcone_insertion_depth.R |
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ANOVA_12%_Flax_0.5%__Full_insertion_depth.R |
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ANOVA_9%_Chia_0.1%__Beyond_Fullcone_insertion_depth.R |
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ANOVA_9%_Chia_0.1%_Full_insertion_depth.R |
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ANOVA_9%_Chia_0.5%__Beyond_Fullcone_insertion_depth.R |
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ANOVA_9%_Chia_0.5%_Full_insertion_depth.R |
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ANOVA_9%_Flax_0.1%__Beyond_Fullcone_insertion_depth.R |
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ANOVA_9%_Flax_0.1%__Full_insertion_depth.R |
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ANOVA_9%_Flax_0.5%__Full_insertion_depth.R |
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ANOVA_Fictional_forces_30_60deg_30%WC.R |
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ANOVA_Fictional_forces_30deg_15%WC_ALL_MUCILAGE.R |
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ANOVA_Fictional_forces_30deg_25%WC_ALL_MUCILAGE.R |
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ANOVA_Fictional_forces_60deg_15%WC_ALL_MUCILAGE.R |
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ANOVA_Fictional_forces_60deg_25%WC_ALL_MUCILAGE.R |
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chia0.1%_12%WC_Fulldepth.R |
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chia0.1%_9%WC_Fulldepth.R |
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chia0.5%_12%WC_Fulldepth.R |
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chia0.5%_9%WC_Fulldepth.R |
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Chia_Kalden_12%WC_Injection.xlsx |
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application/vnd.openxmlformats-officedocument.spreadsheetml.sheet |
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Chia_Kalden_12%WC_mix.xlsx |
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application/vnd.openxmlformats-officedocument.spreadsheetml.sheet |
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Chia_Kalden_12%WC.xlsx |
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application/vnd.openxmlformats-officedocument.spreadsheetml.sheet |
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Chia_Kalden_15%WC.xlsx |
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application/vnd.openxmlformats-officedocument.spreadsheetml.sheet |
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Chia_Kalden_18%WC.xlsx |
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application/vnd.openxmlformats-officedocument.spreadsheetml.sheet |
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Chia_Kalden_9%WC (Autosaved).xlsx |
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application/vnd.openxmlformats-officedocument.spreadsheetml.sheet |
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Chia_Kalden_9%WC_Injection.xlsx |
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application/vnd.openxmlformats-officedocument.spreadsheetml.sheet |
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Chia_Kalden_9%WC_mix.xlsx |
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application/vnd.openxmlformats-officedocument.spreadsheetml.sheet |
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Chia_Selhausen_12%WC.xlsx |
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application/vnd.openxmlformats-officedocument.spreadsheetml.sheet |
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Chia_Selhausen_15%WC.xlsx |
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application/vnd.openxmlformats-officedocument.spreadsheetml.sheet |
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Chia_Selhausen_18%WC.xlsx |
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application/vnd.openxmlformats-officedocument.spreadsheetml.sheet |
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Chia_Selhausen_9%WC.xlsx |
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application/vnd.openxmlformats-officedocument.spreadsheetml.sheet |
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Energy_15%WC.xlsx |
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application/vnd.openxmlformats-officedocument.spreadsheetml.sheet |
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Energy_20%WC.xlsx |
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application/vnd.openxmlformats-officedocument.spreadsheetml.sheet |
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Energy_25%WC.xlsx |
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application/vnd.openxmlformats-officedocument.spreadsheetml.sheet |
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Energy_30%WC.xlsx |
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application/vnd.openxmlformats-officedocument.spreadsheetml.sheet |
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Energy_Analysis_Final_Version.xlsx |
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application/vnd.openxmlformats-officedocument.spreadsheetml.sheet |
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Final_Graphs_Penetration_Resistance.xlsx |
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application/vnd.openxmlformats-officedocument.spreadsheetml.sheet |
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Flax0.1%_12%WC_Fulldepth.R |
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Flax0.1%_9%WC_Fulldepth.R |
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Flax0.5%_12%WC_Fulldepth.R |
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Flax0.5%_9%WC_Fulldepth.R |
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Flax_Kalden_12%WC_Injection.xlsx |
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application/vnd.openxmlformats-officedocument.spreadsheetml.sheet |
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Flax_Kalden_12%WC_mix.xlsx |
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application/vnd.openxmlformats-officedocument.spreadsheetml.sheet |
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Flax_Kalden_12%WC.xlsx |
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application/vnd.openxmlformats-officedocument.spreadsheetml.sheet |
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Flax_Kalden_15%WC.xlsx |
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application/vnd.openxmlformats-officedocument.spreadsheetml.sheet |
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Flax_Kalden_18%WC.xlsx |
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application/vnd.openxmlformats-officedocument.spreadsheetml.sheet |
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Flax_Kalden_9%WC_Injection.xlsx |
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application/vnd.openxmlformats-officedocument.spreadsheetml.sheet |
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Flax_Kalden_9%WC_mix.xlsx |
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application/vnd.openxmlformats-officedocument.spreadsheetml.sheet |
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Flax_Kalden_9%WC.xlsx |
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application/vnd.openxmlformats-officedocument.spreadsheetml.sheet |
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Flax_Selhausen_12%WC.xlsx |
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application/vnd.openxmlformats-officedocument.spreadsheetml.sheet |
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Flax_Selhausen_15%WC.xlsx |
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application/vnd.openxmlformats-officedocument.spreadsheetml.sheet |
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Flax_Selhausen_18%WC.xlsx |
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application/vnd.openxmlformats-officedocument.spreadsheetml.sheet |
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Flax_Selhausen_9%WC.xlsx |
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application/vnd.openxmlformats-officedocument.spreadsheetml.sheet |
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Kalden_12%WC_0_1%Chia_Fric_Trail1.txt |
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Kalden_12%WC_0_1%Chia_Trail1.txt |
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Kalden_12%WC_0_1%Chia_Trail2 1.txt |
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Kalden_12%WC_0_1%Chia_Trail2.txt |
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Kalden_12%WC_0_1%Chia_Trail3.txt |
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Kalden_12%WC_0_1%Flax_Trail1.txt |
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Kalden_12%WC_0_1%Flax_Trail2.txt |
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Kalden_12%WC_0_1%Flax_Trail3.txt |
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Kalden_12%WC_0_5%Chia_Fric_Trail1.txt |
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Kalden_12%WC_0_5%Chia_Trail1.txt |
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Kalden_12%WC_0_5%Chia_Trail2.txt |
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Kalden_12%WC_0_5%Chia_Trail3.txt |
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Kalden_12%WC_0_5%Flax_Trail1.txt |
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Kalden_12%WC_0_5%Flax_Trail2.txt |
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Kalden_12%WC_0_5%Flax_Trail3.txt |
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Kalden_12%WC_Chia0_1%_mix_Trail1.txt |
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Kalden_12%WC_Chia0_1%_mix_Trail2.txt |
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Kalden_12%WC_Chia0_1%_mix_Trail3.txt |
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Kalden_12%WC_Chia0_5%_mix_Trail1.txt |
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Kalden_12%WC_Chia0_5%_mix_Trail2.txt |
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Kalden_12%WC_Chia0_5%_mix_Trail3 1.txt |
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Kalden_12%WC_flax0_1%_injection_Trail1.txt |
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Kalden_12%WC_flax0_1%_injection_Trail2.txt |
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Kalden_12%WC_flax0_1%_injection_Trail3.txt |
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Kalden_12%WC_Flax0_1%_mix_Trail1.txt |
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Kalden_12%WC_Flax0_1%_mix_Trail2.txt |
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Kalden_12%WC_Flax0_1%_mix_Trail3.txt |
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Kalden_12%WC_flax0_5%_injection_Trail1.txt |
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Kalden_12%WC_flax0_5%_injection_Trail2.txt |
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Kalden_12%WC_flax0_5%_injection_Trail3.txt |
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Kalden_12%WC_Flax0_5%_mix_Trail1.txt |
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Kalden_12%WC_Flax0_5%_mix_Trail2.txt |
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Kalden_12%WC_Flax0_5%_mix_Trail3.txt |
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Kalden_12%WC_NE_Fric_Trail1.txt |
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Kalden_12%WC_NE_Trail1.txt |
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Kalden_12%WC_NE_Trail2.txt |
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Kalden_12%WC_NE_Trail3.txt |
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Kalden_12%WC_realchia0_1%_injection_Trail1.txt |
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Kalden_12%WC_realchia0_1%_injection_Trail2.txt |
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Kalden_12%WC_realchia0_1%_injection_Trail3.txt |
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Kalden_12%WC_realchia0_5%_injection_Trail1.txt |
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Kalden_12%WC_realchia0_5%_injection_Trail2.txt |
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Kalden_12%WC_realchia0_5%_injection_Trail3.txt |
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Kalden_12%WC_realchia0_5%_injection_Trail4.txt |
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Kalden_15%WC_0_1%Chia_Fric_Trail1.txt |
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Kalden_15%WC_0_1%Chia_Fric_Trail2.txt |
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Kalden_15%WC_0_1%Chia_Trail1.txt |
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Kalden_15%WC_0_1%Chia_Trail2.txt |
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Kalden_15%WC_0_1%Chia_Trail3.txt |
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Kalden_15%WC_0_1%Flax_Trail1 1.txt |
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Kalden_15%WC_0_1%Flax_Trail1.txt |
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Kalden_15%WC_0_1%Flax_Trail3.txt |
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Kalden_15%WC_0_5%Chia_Fric_Trail1.txt |
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Kalden_15%WC_0_5%Chia_Fric_Trail2.txt |
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Kalden_15%WC_0_5%Chia_Trail2.txt |
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Kalden_15%WC_0_5%Chia_Trail3.txt |
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Kalden_15%WC_0_5%Flax_Trail2.txt |
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Kalden_15%WC_0_5%Flax_Trail3.txt |
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Kalden_15%WC_0_5%_Trail1.txt |
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Kalden_15%WC_NE_Fric_Trail1.txt |
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Kalden_15%WC_NE_Fric_Trail2.txt |
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Kalden_15%WC_NE_Trail1.txt |
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Kalden_15%WC_NE_Trail2.txt |
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Kalden_15%WC_NE_Trail3.txt |
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Kalden_18%WC_0_1%Chia_Fric_Trail1.txt |
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Kalden_18%WC_0_1%Chia_Trail1.txt |
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Kalden_18%WC_0_1%Chia_Trail2.txt |
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Kalden_18%WC_0_1%Chia_Trail3.txt |
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Kalden_18%WC_0_1%Flax_Trail1.txt |
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Kalden_18%WC_0_1%Flax_Trail2.txt |
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Kalden_18%WC_0_1%Flax_Trail3.txt |
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