From 15e3e67a2c6da6918dee7f84ef632a6b338096f7 Mon Sep 17 00:00:00 2001 From: roberd10 Date: Wed, 13 Nov 2024 12:04:35 -0500 Subject: [PATCH 1/6] Seperating scct LIBS from the rest of LIBS --- StudentData/v1_consistent_data_naming.Rmd | 21 +++++++++++++++++---- 1 file changed, 17 insertions(+), 4 deletions(-) diff --git a/StudentData/v1_consistent_data_naming.Rmd b/StudentData/v1_consistent_data_naming.Rmd index f44d749..2e602a6 100644 --- a/StudentData/v1_consistent_data_naming.Rmd +++ b/StudentData/v1_consistent_data_naming.Rmd @@ -53,11 +53,13 @@ colnames(pixl.df) <- c("Lat","Lon","Sol","Sample", "Na2O","MgO","Al2O3","SiO2","P2O5","SO3","Cl","K2O","CaO","TiO2","Cr2O3","MnO","FeOT", "Name","Type","Campaign","Location","Abrasion") # Renaming LIBS -libs.df <- cbind(libs.df,libs_type.df$"type",libs_type.df$"earthsample?") +libs.df <- cbind(libs.df,libs_type.df$"type") colnames(libs.df) <- c("Sol","Lat","Lon","Target","Point", "SiO2","SiO2_stdev","TiO2","TiO2_stdev","Al2O3","Al2O3-stdev","FeOT","FeOT_stdev","MgO","MgO_stdev","CaO","CaO_stdev","Na2O","Na2O_stdev","K2O","K2O_stdev", "Total","distance_mm","Tot.Em.", - "Type","Earth_Sample") + "Type") +libs_type.df <- libs_type.df$"earthsample?" + # Renaming Lithology colnames(lithology.df) <- c("Sample","Name","SampleType","Campaign","Abrasion", "Feldspar","Plagioclase","Pyroxene","Olivine","Quartz", @@ -103,7 +105,7 @@ pixl.df <- pixl.df[,c("Sample", "P2O5","SO3","Cl","Cr2O3","MnO" #These ones don't show up in LIBS )] # Resorting LIBS columns -libs.df <- libs.df[,c("Target","Point","Sol","Lat","Lon","Type","Earth_Sample", +libs.df <- libs.df[,c("Target","Point","Sol","Lat","Lon","Type", "SiO2","SiO2_stdev","TiO2","TiO2_stdev","Al2O3","Al2O3-stdev","FeOT","FeOT_stdev","MgO","MgO_stdev","CaO","CaO_stdev","Na2O","Na2O_stdev","K2O","K2O_stdev", "Total","distance_mm","Tot.Em.")] # Resorting Lithology columns @@ -135,8 +137,8 @@ pixl_libs.df <- pixl_libs.df[,c("Target.libs","Point.libs","Sol.libs","Lat.libs" ``` -Check types and fix them (ex Sample, Sol, Lat, Lon -> numeric, Name -> character, Abrasion, Campaign, Type, SampleType -> Factor) # Fixing data types +Check types and fix them (ex Sample, Sol, Lat, Lon -> numeric, Name -> character, Abrasion, Campaign, Type, SampleType -> Factor) ```{r} # Pixl ## Already good! @@ -144,6 +146,7 @@ Check types and fix them (ex Sample, Sol, Lat, Lon -> numeric, Name -> character # Libs libs.df$Point <- as.factor(libs.df$Point) # Was originally "character" +libs_type.df <- as.logical(libs_type.df) # Was originally "numeric" # Lithology lithology.df[,2:36] <- lapply(lithology.df[,2:36],as.factor) # Was originally "character" @@ -169,11 +172,21 @@ sample_meta.df$SampleType <- as.factor(sample_meta.df$SampleType) ``` +# Seperating Libs +Separating out earth reference Libs from normal Libs +```{r} +# Creating a data frame with only the Scct Libs data +libs_earth_references.df <- libs.df[libs_type.df,] + +# Removing the Scct Libs data from Libs.df +libs.df <- libs.df[!libs_type.df,] +``` # Saving New data frames ```{r} saveRDS(sample_meta.df, "v1_sample_meta.Rds") saveRDS(libs.df, "v1_libs.Rds") +saveRDS(libs_earth_references.df, "v1_libs_earth_references.Rds") saveRDS(lithology.df, "v1_lithology.Rds") saveRDS(sherloc.df, "v1_sherloc.Rds") saveRDS(pixl.df, "v1_pixl.Rds") From 57313d946f80e08a8c7a918b331019dffef8c650 Mon Sep 17 00:00:00 2001 From: roberd10 Date: Wed, 13 Nov 2024 12:04:47 -0500 Subject: [PATCH 2/6] Seperating scct LIBS from the rest of LIBS --- StudentData/v1_Data_Introduction.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/StudentData/v1_Data_Introduction.md b/StudentData/v1_Data_Introduction.md index 1923fcc..fcb2b29 100644 --- a/StudentData/v1_Data_Introduction.md +++ b/StudentData/v1_Data_Introduction.md @@ -19,6 +19,9 @@ There is both meta data and feature data included in LIBS, since their are no ot Main change made to the LIBS data set is that the elemental compounds originally had "o" (lowercase letter o) to represent "Oxygen" has been changed to "O" (uppercase letter O). +## Libs Earth References +Same exact columns as the normal LIBS data frame, but only the "scct" targets. That is, only the earth references. Note that none of these earth references are in the normal LIBS data frame. + # Sample data Sample data is the data for the, currently 16, samples. There are four data frames for this. 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zJk$NX0w0g4-87B?8iPbcRJ^cj1v%qirO?y8;@oK^$%W-_v?7?+-;$;z-s4Y;%&^E? z-8Si)!cSt6P|a+~S+XO35xFbiraa8$f+A3sn{%f!mS0%;gH!sf zli4E{z#YLpbGgC_DlX)a9xpZUCAl25VUN!S#{^81T*F%XV`1<7j?=Md0V>}-nB>t< z9-2RD|79`5zAERIBu(%DRtJkF{+P@%O?^juVPEujUe}(G-zie9-4|G{3K=k|fyD(T z;`n{@U<>*y`!eC91OL5qx0d}<)XA!L`z35y?WQG_ZK3*KP2$g&_P+jos`4w)YW@69 zdUb6kCa}Uu_x!uM49syEr!k9n?vhf!t&@<|*A{(mOUm4;{i<1<-OVaSBIk=bp6!Kg;HWBIljb25rH) b!))2SO||GR^?UJGzK9#xNTluczJ31#3`7{R literal 0 HcmV?d00001 From 386e60ca18490251792b3ba9076824a6eda09811 Mon Sep 17 00:00:00 2001 From: roberd10 Date: Wed, 13 Nov 2024 12:45:15 -0500 Subject: [PATCH 5/6] Limiting lithology.Rds to the relevant 16 --- StudentData/v1_consistent_data_naming.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/StudentData/v1_consistent_data_naming.Rmd b/StudentData/v1_consistent_data_naming.Rmd index 2e602a6..0a31599 100644 --- a/StudentData/v1_consistent_data_naming.Rmd +++ b/StudentData/v1_consistent_data_naming.Rmd @@ -109,7 +109,7 @@ libs.df <- libs.df[,c("Target","Point","Sol","Lat","Lon","Type", "SiO2","SiO2_stdev","TiO2","TiO2_stdev","Al2O3","Al2O3-stdev","FeOT","FeOT_stdev","MgO","MgO_stdev","CaO","CaO_stdev","Na2O","Na2O_stdev","K2O","K2O_stdev", "Total","distance_mm","Tot.Em.")] # Resorting Lithology columns -lithology.df <- lithology.df[,c("Sample", +lithology.df <- lithology.df[1:16,c("Sample", "Plagioclase","Sulfate","Ca-sulfate","Hydrated Ca-sulfate", "Mg-sulfate","Hydrated Sulfates","Hydrated Mg-Fe sulfate","Perchlorates", "Na-perchlorate","Amorphous Silicate","Phosphate","Pyroxene", From 0bd4951038482c3eb8407b320008fa5a086c9618 Mon Sep 17 00:00:00 2001 From: roberd10 Date: Wed, 13 Nov 2024 12:45:32 -0500 Subject: [PATCH 6/6] Limiting lithology.Rds to the relevant 16 --- StudentData/v1_lithology.Rds | Bin 745 -> 696 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/StudentData/v1_lithology.Rds b/StudentData/v1_lithology.Rds index 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