From cdca9a02f32118db5ac58ad2e65577802179e1aa Mon Sep 17 00:00:00 2001 From: cristinamullin Date: Fri, 15 Dec 2023 15:30:58 -0500 Subject: [PATCH 1/2] update ammonia targets --- inst/extdata/HarmonizationTemplate.csv | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/inst/extdata/HarmonizationTemplate.csv b/inst/extdata/HarmonizationTemplate.csv index 0846a0f4..e38723e2 100644 --- a/inst/extdata/HarmonizationTemplate.csv +++ b/inst/extdata/HarmonizationTemplate.csv @@ -2,30 +2,30 @@ TADA.CharacteristicName,Target.TADA.CharacteristicName,TADA.CharacteristicNameAs AMMONIA,NA,NA,DISSOLVED,FILTERED,Assumes DISSOLVED and TOTAL SOLUBLE are equivalent to FILTERED. FILTERED is precise and preferred.,AS N,NA,NA,NA,UG/L,MG/L,0.001,Nitrogen AMMONIA,NA,NA,DISSOLVED,FILTERED,Assumes DISSOLVED and TOTAL SOLUBLE are equivalent to FILTERED. FILTERED is precise and preferred.,AS NH3,AS N,Converts speciation and result values from AS NH3 to AS N,0.822,UG/L,MG/L,0.001,Nitrogen AMMONIA,NA,NA,DISSOLVED,FILTERED,Assumes DISSOLVED and TOTAL SOLUBLE are equivalent to FILTERED. FILTERED is precise and preferred.,AS NH4,AS N,Converts speciation and result values from AS NH4 to AS N,0.776,UG/L,MG/L,0.001,Nitrogen -AMMONIA,NA,NA,DISSOLVED,FILTERED,Assumes DISSOLVED and TOTAL SOLUBLE are equivalent to FILTERED. FILTERED is precise and preferred.,NA,NA,NA,NA,UG/L,MG/L,0.001,Nitrogen +AMMONIA,NA,NA,DISSOLVED,FILTERED,Assumes DISSOLVED and TOTAL SOLUBLE are equivalent to FILTERED. FILTERED is precise and preferred.,NA,AS N,Assumes original speciation for AMMONIA is AS NH3 and converts to AS N,0.822,UG/L,MG/L,0.001,Nitrogen AMMONIA,NA,NA,FILTERABLE,FILTERED,"Assumes FILTERED, LAB and FILTERED, FIELD are equivalent to FILTERABLE and FILTERED. FILTERED is precise and preferred.",AS N,NA,NA,NA,UG/L,MG/L,0.001,Nitrogen AMMONIA,NA,NA,FILTERABLE,FILTERED,"Assumes FILTERED, LAB and FILTERED, FIELD are equivalent to FILTERABLE and FILTERED. FILTERED is precise and preferred.",AS NH3,AS N,Converts speciation and result values from AS NH3 to AS N,0.822,UG/L,MG/L,0.001,Nitrogen AMMONIA,NA,NA,FILTERED,NA,NA,AS N,NA,NA,NA,UG/L,MG/L,0.001,Nitrogen -AMMONIA,NA,NA,FILTERED,NA,NA,NA,NA,NA,NA,UG/L,MG/L,0.001,Nitrogen +AMMONIA,NA,NA,FILTERED,NA,NA,NA,AS N,Assumes original speciation for AMMONIA is AS NH3 and converts to AS N,0.822,UG/L,MG/L,0.001,Nitrogen AMMONIA,NA,NA,"FILTERED, FIELD",FILTERED,"Assumes FILTERED, LAB and FILTERED, FIELD are equivalent to FILTERABLE and FILTERED. FILTERED is precise and preferred.",AS N,NA,NA,NA,UG/L,MG/L,0.001,Nitrogen AMMONIA,NA,NA,"FILTERED, LAB",FILTERED,"Assumes FILTERED, LAB and FILTERED, FIELD are equivalent to FILTERABLE and FILTERED. FILTERED is precise and preferred.",AS N,NA,NA,NA,UG/L,MG/L,0.001,Nitrogen -AMMONIA,NA,NA,INORGANIC,NA,NA,AS N,NA,NA,NA,UG/L,MG/L,0.001,Nitrogen +AMMONIA,NA,NA,INORGANIC,FILTERED,NA,AS N,NA,NA,NA,UG/L,MG/L,0.001,Nitrogen AMMONIA,NA,NA,SUPERNATE,NA,NA,AS N,NA,NA,NA,UG/L,MG/L,0.001,Nitrogen AMMONIA,NA,NA,TOTAL,UNFILTERED,"Assumes AMMONIA, TOTAL, AS N is synonymous to AMMONIA, UNFILTERED, AS N.",AS N,NA,NA,NA,UG/L,MG/L,0.001,Nitrogen AMMONIA,NA,NA,TOTAL,UNFILTERED,"Assumes AMMONIA, TOTAL, AS NH3 is synonymous to AMMONIA, UNFILTERED, AS N after conversion.",AS NH3,AS N,Converts speciation and result values from AS NH3 to AS N,0.822,UG/L,MG/L,0.001,Nitrogen AMMONIA,NA,NA,TOTAL,UNFILTERED,"Assumes AMMONIA, TOTAL, AS NH4 is synonymous to AMMONIA, UNFILTERED, AS N after conversion.",AS NH4,AS N,Converts speciation and result values from AS NH4 to AS N,0.776,UG/L,MG/L,0.001,Nitrogen AMMONIA,NA,NA,TOTAL,UNFILTERED,"Assumes AMMONIA, TOTAL is synonymous to AMMONIA, UNFILTERED, AS N.",NA,AS N,Assumes AS N,NA,UG/L,MG/L,0.001,Nitrogen AMMONIA,NA,NA,TOTAL RECOVERABLE,UNFILTERED,"Assumes AMMONIA, TOTAL RECOVERABLE, AS N is synonymous to AMMONIA, UNFILTERED, AS N.",AS N,NA,NA,NA,UG/L,MG/L,0.001,Nitrogen -AMMONIA,NA,NA,TOTAL SOLUBLE,FILTERED,Assumes DISSOLVED and TOTAL SOLUBLE are equivalent to FILTERED. FILTERED is precise and preferred.,NA,NA,NA,NA,UG/L,MG/L,0.001,Nitrogen +AMMONIA,NA,NA,TOTAL SOLUBLE,FILTERED,Assumes DISSOLVED and TOTAL SOLUBLE are equivalent to FILTERED. FILTERED is precise and preferred.,NA,AS N,Assumes original speciation for AMMONIA is AS NH3 and converts to AS N,0.822,UG/L,MG/L,0.001,Nitrogen AMMONIA,NA,NA,UNFILTERED,NA,NA,AS N,NA,NA,NA,UG/L,MG/L,0.001,Nitrogen AMMONIA,NA,NA,UNFILTERED,NA,NA,AS NH3,AS N,Converts speciation and result values from AS NH3 to AS N,0.822,UG/L,MG/L,0.001,Nitrogen -AMMONIA,NA,NA,UNFILTERED,NA,NA,NA,NA,NA,NA,UG/L,MG/L,0.001,Nitrogen +AMMONIA,NA,NA,UNFILTERED,NA,NA,NA,AS N,Assumes original speciation for AMMONIA is AS NH3 and converts to AS N,0.822,UG/L,MG/L,0.001,Nitrogen AMMONIA,NA,NA,NA,NA,NA,AS N,NA,NA,NA,UG/L,MG/L,0.001,Nitrogen AMMONIA,NA,NA,NA,NA,NA,AS NH3,AS N,Converts speciation and result values from AS NH3 to AS N,0.822,UG/L,MG/L,0.001,Nitrogen AMMONIA-NITROGEN,AMMONIA,Assumes AMMONIA-NITROGEN is synonymous to AMMONIA.,DISSOLVED,FILTERED,Assumes DISSOLVED and TOTAL SOLUBLE are equivalent to FILTERED. FILTERED is precise and preferred.,AS N,NA,NA,NA,UG/L,MG/L,0.001,Nitrogen AMMONIA-NITROGEN,AMMONIA,Assumes AMMONIA-NITROGEN is synonymous to AMMONIA.,DISSOLVED,FILTERED,Assumes DISSOLVED and TOTAL SOLUBLE are equivalent to FILTERED. FILTERED is precise and preferred.,AS NH3,AS N,Converts speciation and result values from AS NH3 to AS N,0.822,UG/L,MG/L,0.001,Nitrogen AMMONIA-NITROGEN,AMMONIA,Assumes AMMONIA-NITROGEN is synonymous to AMMONIA.,DISSOLVED,FILTERED,Assumes DISSOLVED and TOTAL SOLUBLE are equivalent to FILTERED. FILTERED is precise and preferred.,AS NH4,AS N,Converts speciation and result values from AS NH4 to AS N,0.776,UG/L,MG/L,0.001,Nitrogen -AMMONIA-NITROGEN,AMMONIA,Assumes AMMONIA-NITROGEN is synonymous to AMMONIA.,DISSOLVED,FILTERED,Assumes DISSOLVED and TOTAL SOLUBLE are equivalent to FILTERED. FILTERED is precise and preferred.,NA,NA,NA,NA,UG/L,MG/L,0.001,Nitrogen +AMMONIA-NITROGEN,AMMONIA,Assumes AMMONIA-NITROGEN is synonymous to AMMONIA.,DISSOLVED,FILTERED,Assumes DISSOLVED and TOTAL SOLUBLE are equivalent to FILTERED. FILTERED is precise and preferred.,NA,AS N,NA,NA,UG/L,MG/L,0.001,Nitrogen AMMONIA-NITROGEN,AMMONIA,Assumes AMMONIA-NITROGEN is synonymous to AMMONIA.,"FILTERED, LAB",FILTERED,"Assumes FILTERED, LAB and FILTERED are funtionally equivalent for data use.",AS N,NA,NA,NA,UG/L,MG/L,0.001,Nitrogen AMMONIA-NITROGEN,AMMONIA,Assumes AMMONIA-NITROGEN is synonymous to AMMONIA.,SUPERNATE,NA,NA,AS N,NA,NA,NA,UG/L,MG/L,0.001,Nitrogen AMMONIA-NITROGEN,AMMONIA,Assumes AMMONIA-NITROGEN is synonymous to AMMONIA.,TOTAL,UNFILTERED,"Assumes AMMONIA-NITROGEN, TOTAL is synonymous to AMMONIA, UNFILTERED",AS N,NA,NA,NA,UG/L,MG/L,0.001,Nitrogen @@ -44,7 +44,7 @@ AMMONIUM,NA,NA,DISSOLVED,FILTERED,Assumes DISSOLVED and TOTAL SOLUBLE are equiva AMMONIUM,NA,NA,FILTERABLE,FILTERED,"Assumes FILTERED, LAB and FILTERED, FIELD are equivalent to FILTERABLE and FILTERED. FILTERED is precise and preferred.",AS NH4,AS N,Converts speciation and result values from AS NH4 to AS N,0.776,UG/L,MG/L,0.001,Nitrogen AMMONIUM,NA,NA,FILTERED,NA,NA,AS N,NA,NA,NA,UG/L,MG/L,0.001,Nitrogen AMMONIUM,NA,NA,"FILTERED, LAB",FILTERED,"Assumes FILTERED, LAB and FILTERED, FIELD are equivalent to FILTERABLE and FILTERED. FILTERED is precise and preferred.",AS N,NA,NA,NA,UG/L,MG/L,0.001,Nitrogen -AMMONIUM,NA,NA,TOTAL,UNFILTERED,"Assumes AMMONIA AND AMMONIUM, TOTAL is synonymous to AMMONIA AND AMMONIUM, UNFILTERED.",NA,NA,NA,NA,UG/L,MG/L,0.001,Nitrogen +AMMONIUM,NA,NA,TOTAL,UNFILTERED,"Assumes AMMONIA AND AMMONIUM, TOTAL is synonymous to AMMONIA AND AMMONIUM, UNFILTERED.",NA,AS N,Assumes original speciation for AMMONIUM is AS NH4 and converts values to AS N,0.776,UG/L,MG/L,0.001,Nitrogen AMMONIUM,NA,NA,UNFILTERED,NA,NA,AS N,NA,NA,NA,UG/L,MG/L,0.001,Nitrogen AMMONIUM ,NA,NA,FILTERABLE,FILTERED,"Assumes FILTERED, LAB and FILTERED, FIELD are equivalent to FILTERABLE and FILTERED. FILTERED is precise and preferred.",AS N,NA,NA,NA,UG/L,MG/L,0.001,Nitrogen AMMONIUM ,NA,NA,FILTERED,NA,NA,AS N,NA,NA,NA,UG/L,MG/L,0.001,Nitrogen From 2a4211d80aff251a3dd0088eda83e574d522a6b2 Mon Sep 17 00:00:00 2001 From: cristinamullin Date: Thu, 21 Dec 2023 16:47:04 -0500 Subject: [PATCH 2/2] improves consistency use "NA - Not Applicable" throughout instead of "Blank" in TADA flag fields when NA. Add column ordering to TADA_FlagMeasureQualifierCode. Update refs and example data. Use Mod 1 vignette to include information about qual code def generation. --- R/Maintenance.R | 2 +- R/ResultFlagsDependent.R | 15 +++-- R/Utilities.R | 18 +++--- data/Data_6Tribes_5y.rda | Bin 3583183 -> 4000902 bytes data/Data_6Tribes_5y_Harmonized.rda | Bin 3573206 -> 3759551 bytes data/Data_NCTCShepherdstown_HUC12.rda | Bin 1210922 -> 1473557 bytes data/Data_Nutrients_UT.rda | Bin 685354 -> 689719 bytes inst/extdata/WQXCharacteristicRef.csv | 79 ++++++++++++++++++++++++-- man/TADA_AutoFilter.Rd | 4 +- man/TADA_FlagMeasureQualifierCode.Rd | 4 ++ vignettes/TADAModule1.Rmd | 17 ++++-- 11 files changed, 111 insertions(+), 28 deletions(-) diff --git a/R/Maintenance.R b/R/Maintenance.R index 378f204e..a6216d2c 100644 --- a/R/Maintenance.R +++ b/R/Maintenance.R @@ -56,7 +56,7 @@ TADA_UpdateExampleData <- function() { od_method = "as-is", od_multiplier = "null" ) - y <- dplyr::filter(y, TADA.ResultMeasureValueDataTypes.Flag != "Blank" & + y <- dplyr::filter(y, TADA.ResultMeasureValueDataTypes.Flag != "NA - Not Applicable" & TADA.ResultMeasureValueDataTypes.Flag != "Text" & TADA.ResultMeasureValueDataTypes.Flag != "Coerced to NA" & !is.na(TADA.ResultMeasureValue)) diff --git a/R/ResultFlagsDependent.R b/R/ResultFlagsDependent.R index f202f476..a4f89941 100644 --- a/R/ResultFlagsDependent.R +++ b/R/ResultFlagsDependent.R @@ -565,7 +565,7 @@ TADA_FindQCActivities <- function(.data, clean = FALSE, flaggedonly = FALSE) { #' prepare a dataframe for quantitative analyses. Ideally, this function should #' be run after other data cleaning, QA/QC, and harmonization steps are #' completed using other TADA package functions, or manually. Specifically, . -#' this function removes rows with "Text","Coerced to NA", and "Blank" +#' this function removes rows with "Text","Coerced to NA", and "NA - Not Applicable" #' in the TADA.ResultMeasureValueDataTypes.Flag column, or NA in the #' TADA.ResultMeasureValue column. #' @@ -593,7 +593,7 @@ TADA_AutoFilter <- function(.data) { "ActivityTypeCode" )) - autofilter <- dplyr::filter(.data, TADA.ResultMeasureValueDataTypes.Flag != "Blank" & + autofilter <- dplyr::filter(.data, TADA.ResultMeasureValueDataTypes.Flag != "NA - Not Applicable" & TADA.ResultMeasureValueDataTypes.Flag != "Text" & TADA.ResultMeasureValueDataTypes.Flag != "Coerced to NA" & !is.na(TADA.ResultMeasureValue)) # & @@ -651,6 +651,10 @@ TADA_AutoFilter <- function(.data) { #' #' # Remove all suspect samples: #' MeasureQualifierCode_clean <- TADA_FlagMeasureQualifierCode(Data_6Tribes_5y, clean = TRUE) +#' +#' # Remove all suspect samples and DO NOT include a new column with +#' # qualifier definitions (TADA.MeasureQualifierCode.Def): +#' MeasureQualifierCode_clean_nodefs <- TADA_FlagMeasureQualifierCode(Data_6Tribes_5y, clean = TRUE, define = FALSE) TADA_FlagMeasureQualifierCode <- function(.data, clean = FALSE, flaggedonly = FALSE, define = TRUE) { # check .data is data.frame TADA_CheckType(.data, "data.frame", "Input object") @@ -734,9 +738,9 @@ TADA_FlagMeasureQualifierCode <- function(.data, clean = FALSE, flaggedonly = FA missing_codes <- paste(missing_codes, collapse = ", ") print(paste0("MeasureQualifierCode column in dataset contains value(s) ", missing_codes, " which is/are not represented in the MeasureQualifierCode WQX domain table. These data records are placed under the TADA.MeasureQualifierCode.Flag: 'uncategorized'. Please contact TADA administrators to resolve.")) } - - # rename ResultMeasureQualifier NA values to Pass in TADA.MeasureQualifierCode.Flag column, not needed? - # flag.data["TADA.MeasureQualifierCode.Flag"][is.na(flag.data["MeasureQualifierCode"])] <- "Pass" + + # rename ResultMeasureQualifier NA values to Pass in TADA.MeasureQualifierCode.Flag column + flag.data["TADA.MeasureQualifierCode.Flag"][is.na(flag.data["MeasureQualifierCode"])] <- "NA - Not Applicable" # clean dataframe # if clean = FALSE, return full dataframe @@ -772,6 +776,7 @@ TADA_FlagMeasureQualifierCode <- function(.data, clean = FALSE, flaggedonly = FA } + final.data <- TADA_OrderCols(final.data) # return final dataframe return(final.data) } diff --git a/R/Utilities.R b/R/Utilities.R index 6e88073d..83e1585f 100644 --- a/R/Utilities.R +++ b/R/Utilities.R @@ -52,7 +52,7 @@ utils::globalVariables(c( "Target.Speciation", "TADA.NearbySiteGroups", "numres", "TADA.SingleOrgDupGroupID", "TADA.MeasureQualifierCode.Flag", "TADA.MeasureQualifierCode.Def", "MeasureQualifierCode", "value", "Flag_Column", "Data_NCTCShepherdstown_HUC12", "ActivityStartDateTime", "TADA.MultipleOrgDupGroupID", - "TADA.WQXVal.Flag" + "TADA.WQXVal.Flag", "Concat", ".", "MeasureQualifierCode.Split" )) @@ -150,7 +150,7 @@ TADA_AutoClean <- function(.data) { # Move detection limit value and unit to TADA Result Measure Value and Unit columns # Consider moving this to ID censored data in the future? - # this first row copies all over when result is blank but + # this first row copies all over when result is blank (NA) but # TADA.DetectionQuantitationLimitMeasure.MeasureValue is not and the # TADA.ResultMeasureValueDataTypes.Flag is not Text # Imp note: TADA result values are NA for text even though they are not NA in the original result value @@ -168,7 +168,7 @@ TADA_AutoClean <- function(.data) { .data$TADA.DetectionQuantitationLimitMeasure.MeasureUnitCode, .data$TADA.ResultMeasure.MeasureUnitCode) .data$TADA.ResultMeasureValueDataTypes.Flag <- ifelse( - .data$TADA.ResultMeasureValueDataTypes.Flag == "Blank" + .data$TADA.ResultMeasureValueDataTypes.Flag == "NA - Not Applicable" & !is.na(.data$TADA.DetectionQuantitationLimitMeasure.MeasureValue), "Result Value/Unit Copied from Detection Limit", .data$TADA.ResultMeasureValueDataTypes.Flag) @@ -384,7 +384,7 @@ TADA_ConvertSpecialChars <- function(.data, col) { if (is.numeric(chars.data$orig)) { clean.data <- chars.data %>% dplyr::mutate(flag = dplyr::case_when( - is.na(masked) ~ as.character("Blank"), + is.na(masked) ~ as.character("NA - Not Applicable"), TRUE ~ as.character("Numeric") )) } else { @@ -394,8 +394,8 @@ TADA_ConvertSpecialChars <- function(.data, col) { # of the specific type of character/data type clean.data <- chars.data %>% dplyr::mutate(flag = dplyr::case_when( - is.na(masked) ~ as.character("Blank"), - (masked == "ND") ~ as.character("Blank"), + is.na(masked) ~ as.character("NA - Not Applicable"), + (masked == "ND") ~ as.character("NA - Not Applicable"), (!is.na(suppressWarnings(as.numeric(masked)) == TRUE)) ~ as.character("Numeric"), (grepl("<", masked) == TRUE) ~ as.character("Less Than"), (grepl(">", masked) == TRUE) ~ as.character("Greater Than"), @@ -696,7 +696,7 @@ TADA_SubstituteDeprecatedChars <- function(.data) { # merge to dataset .data <- merge(.data, ref.table, all.x = TRUE) - # if CharacteristicName is deprecated and comparable name is not BLANK, use the provided Comparable.Name. Otherwise, keep TADA.CharacteristicName as-is. + # if CharacteristicName is deprecated and comparable name is not blank (NA), use the provided Comparable.Name. Otherwise, keep TADA.CharacteristicName as-is. .data$TADA.CharacteristicName <- ifelse(!is.na(.data$Char_Flag) & !.data$Comparable.Name %in% c(""), .data$Comparable.Name, .data$TADA.CharacteristicName) howmany <- length(.data$Char_Flag[!is.na(.data$Char_Flag)]) @@ -1221,7 +1221,7 @@ TADA_CheckRequiredFields <- function(.data) { #' prepare a dataframe for quantitative analyses. Ideally, this function should #' be run after other data cleaning, QA/QC, and harmonization steps are #' completed using other TADA package functions, or manually. Specifically, . -#' this function removes rows with "Text","Coerced to NA", and "Blank" +#' this function removes rows with "Text","Coerced to NA", and "NA - Not Applicable" #' in the TADA.ResultMeasureValueDataTypes.Flag column, or NA in the #' TADA.ResultMeasureValue column. #' @@ -1254,7 +1254,7 @@ TADA_AutoFilter <- function(.data) { start <- dim(.data)[1] # remove text, NAs and QC results - .data <- dplyr::filter(.data, TADA.ResultMeasureValueDataTypes.Flag != "Blank" & + .data <- dplyr::filter(.data, TADA.ResultMeasureValueDataTypes.Flag != "NA - Not Applicable" & TADA.ResultMeasureValueDataTypes.Flag != "Text" & TADA.ResultMeasureValueDataTypes.Flag != "Coerced to NA" & TADA.ActivityType.Flag == "Non_QC" & # filter out QA/QC ActivityTypeCode's diff --git a/data/Data_6Tribes_5y.rda b/data/Data_6Tribes_5y.rda index 3dc4039db098d479fbdfed293670bab091ec9b3d..c7024590fc76d610fb73767f9b5d5198a216713e 100644 GIT binary patch literal 4000902 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