Publications by james lin
SSSA and Seminar aggregate data/graphs
#Creating Kansas Map ## ── Attaching packages ───────────────────────────────────────────────────────── tidyverse 1.3.0 ── ## ✓ ggplot2 3.3.2 ✓ purrr 0.3.4 ## ✓ tibble 3.0.3 ✓ dplyr 1.0.2 ## ✓ tidyr 1....
1688 sym R (92588 sym/123 pcs) 34 img
Version 3 infiltration
1 Set up 1.1 1) Load packages 1.2 2) Import data 1.3 3) Data Wrangling 1.4 4) Theme James 2 Infiltration 2.1 Infiltration function 2.2 Infiltration 2.3 Infiltration statistics ## [1] "Single Ring" ## Type III Analysis of Variance Table with Satterthwaite's method ## Sum Sq Mean Sq NumDF DenDF F value Pr(>F) ## t...
341 sym R (4160 sym/10 pcs) 3 img
Version 2 NRCS stat
Add normalized variables to anova cube root mostly some log 1 Set up 1.1 1) Load packages 1.2 2) Import data 1.3 3) Data Wrangling 1.4 4) Depth Wrangling #Comments 2 LMEM 3 Biological 3.1 Glucosidase ## [1] "0-5 cm" ## Type III Analysis of Variance Table with Satterthwaite's method ## Sum Sq Mean Sq NumDF DenDF F value P...
2040 sym R (100527 sym/514 pcs)
Version 1 normality tests
1 Set up 1.1 1) Load packages 1.2 2) Import data 1.3 3) Data Wrangling 2 Normality test 3 Physical 3.1 Glucosidase 3.2 Glucosaminidase 3.3 Glucosaminidase 3.4 Acid Phosphatase 3.5 Alkaline Phosphatase 3.6 Arylsulfatase 3.7 Phosphodiesterase 3.8 Protein 3.9 Permanganate Oxidizable Organic Carbon 3.10 Soil Respiration ## Warning: Rem...
1393 sym R (9455 sym/137 pcs) 195 img
V2 NRCS graphs
1 Set up 1.1 1) Load packages 1.2 2) Import data 1.3 3) Data Wrangling 1.4 4) Theme James 2 Extra 2.1 Kansas Map ## Warning in f(...): True north is not meaningful without coord_sf() 2.2 Correlation Matrix ## [1] "sample_name" "location" "treatment" ## [4] "depth" "replication" "bdepth" ...
1610 sym R (3829 sym/46 pcs) 40 img
Version 2 agg graphs
1 Set up 1.1 1) Load packages 1.2 2) Import data 1.3 3) Data Wrangling 1.4 4) Theme James 2 20 min Aggregate Graphs 2.1 Aggregate function 2.2 0-5 cm 20 minutes 2.3 5-10 cm 20 minutes 2.4 10-15 cm 20 minutes 2.5 15-25 cm 20 minutes 3 5 min Aggregate Graphs 3.1 Aggregate function 3.2 0-5 cm 5 minutes 3.3 5-10 cm 5 minutes 3.4 10-15 ...
2649 sym R (4146 sym/24 pcs) 22 img
Version 1 NRCS landuse*precip anova by depth
Set up 1) Load packages 2) Import data 3) Data Wrangling 4) Depth Wrangling #Comments LMEM Biological Glucosidase ## [1] "0-5 cm" ## Type III Analysis of Variance Table with Satterthwaite's method ## Sum Sq Mean Sq NumDF DenDF F value Pr(>F) ## landuse 406.69 203.34 2 19.197 1.4314 0.26336 ## precip ...
1080 sym R (48615 sym/240 pcs)
Aggregate graphs
Set up 1) Load packages 2) Import data 3) Data Wrangling 4) Theme James 20 min Aggregate Graphs Aggregate function 0-5 cm 20 minutes 5-10 cm 20 minutes 10-15 cm 20 minutes 15-25 cm 20 minutes 5 min Aggregate Graphs Aggregate function 0-5 cm 5 minutes 5-10 cm 20 minutes 10-15 cm 20 minutes 15-25 cm 20 minutes NRCS Aggregate Graphs...
1974 sym R (5121 sym/25 pcs) 19 img
Version 1 NRCS graphs 3-30-21
Set up 1) Load packages 2) Import data 3) Data Wrangling 4) Theme James Extra Kansas Map ## Warning in f(...): True north is not meaningful without coord_sf() Biological Graphs B-Glucosidase ## Warning: Ignoring unknown parameters: se B-Glucosaminidase ## Warning: Ignoring unknown parameters: se Acid Phosphotase ## Warning: Ignoring unk...
1250 sym R (2323 sym/45 pcs) 39 img
V2 NRCS Anova by Depth
1 Set up 1.1 1) Load packages 1.2 2) Import data 1.3 3) Data Wrangling 1.4 4) Depth Wrangling Comments 2 Biological 2.1 Glucosidase ## [1] "0-5 cm" ## Type III Analysis of Variance Table with Satterthwaite's method ## Sum Sq Mean Sq NumDF DenDF F value Pr(>F) ## landuse 406.69 203.34 2 19.197 1.4314 0.26336...
1240 sym R (48615 sym/240 pcs)