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WRTDS implementation using DataForEver data
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| ### Weighted regression using time, discharge, and season | |
| ### Application of EGRET tools to DataForEver data | |
| library(plyr) | |
| library(SFNRC) | |
| # Meta-analysis ----------------------------------------------------------- | |
| targStns <- c("S333", "S12A", "S12B", "S12C", "S12D") #, "S151", "S343", "S332") | |
| targAnalyte <- "PHOSPHATE, TOTAL AS P" | |
| test <- lapply(targStns, function(stnSelect) | |
| modelEstimation(convertToEgret(stn = stnSelect, target_analyte = targAnalyte, | |
| wq_data = wqDat, flow_data = hydDat))) | |
| lapply(test, fluxBiasMulti) | |
| lapply(test, plotConcHist) | |
| mdiff <- 0.04 | |
| yearStart <- 1985 | |
| yearEnd <- 2015 | |
| lapply(test, plotDiffContours, yearStart, yearEnd, qBottom, qTop, qUnit = 1, maxDiff = mdiff) | |
| # plotDiffContours(test[[1]], yearStart, yearEnd, qBottom, qTop, qUnit = 1, maxDiff = mdiff) | |
| targStn <- "S12C" | |
| targStns <- c("S333", "S12A", "S12D", "S12C", "S12D") | |
| targAnalyte <- "PHOSPHATE, TOTAL AS P" | |
| eList <- convertToEgret(stn = targStn, target_analyte = targAnalyte, | |
| wq_data = wqDat, flow_data = hydDat) | |
| ############################ | |
| # Check sample data: | |
| boxConcMonth(eList) | |
| boxQTwice(eList) | |
| ### model | |
| eList <- modelEstimation(eList) | |
| ############################ | |
| #Check model results: | |
| #eList: | |
| plotConcTimeDaily(eList) | |
| plotConcPred(eList) | |
| plotFluxPred(eList) | |
| plotResidPred(eList) | |
| plotResidQ(eList) | |
| plotResidTime(eList) | |
| boxResidMonth(eList) | |
| #Require Daily + INFO: | |
| plotConcHist(eList) | |
| # Multi-line plots: | |
| date1 <- "2000-09-01" | |
| date2 <- "2005-09-01" | |
| date3 <- "2009-09-01" | |
| qBottom <- 1 | |
| qTop <- 10000 | |
| plotConcQSmooth(eList, date1, date2, date3, qBottom, qTop, | |
| concMax=1,qUnit=1) | |
| fluxBiasMulti(eList) | |
| #Contour plots: | |
| clevel<-seq(0,2,0.5) | |
| maxDiff<-0.8 | |
| yearStart <- 2000 | |
| yearEnd <- 2010 | |
| plotContours(eList, yearStart,yearEnd, qBottom, qTop, | |
| contourLevels = NA ,qUnit=1) |
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