From 20de5f436d3c3333804eba1ce27164e8c98dd0fc Mon Sep 17 00:00:00 2001 From: jsta Date: Wed, 15 Feb 2017 12:00:24 -0500 Subject: [PATCH] cleanup vignette temp files --- vignettes/DFlowInterpR.bib~ | 79 ---------- vignettes/DataflowR-concordance.tex | 4 +- vignettes/DataflowR.Rnw | 6 +- vignettes/DataflowR.bib~ | 8 -- vignettes/DataflowR.pdf | Bin 180515 -> 180593 bytes vignettes/DataflowR.synctex.gz | Bin 60457 -> 60486 bytes vignettes/DataflowR.tex | 18 +-- vignettes/DataflowR.toc | 6 +- vignettes/Untitled Document~ | 0 vignettes/dflowsop_save | 213 --------------------------- vignettes/dflowsop_save_jss | 214 ---------------------------- vignettes/ipdw2.bib~ | 19 --- 12 files changed, 18 insertions(+), 549 deletions(-) delete mode 100644 vignettes/DFlowInterpR.bib~ delete mode 100644 vignettes/DataflowR.bib~ delete mode 100644 vignettes/Untitled Document~ delete mode 100644 vignettes/dflowsop_save delete mode 100644 vignettes/dflowsop_save_jss delete mode 100644 vignettes/ipdw2.bib~ diff --git a/vignettes/DFlowInterpR.bib~ b/vignettes/DFlowInterpR.bib~ deleted file mode 100644 index 81a6c30..0000000 --- a/vignettes/DFlowInterpR.bib~ +++ /dev/null @@ -1,79 +0,0 @@ -@article{csardi2006, - title={The \pkg{igraph} Software Package for Complex Network Research}, - author={Csardi, Gabor and Nepusz, Tamas}, - journal={InterJournal, Complex Systems}, - volume={1695}, - number={5}, - year={2006} -} -@article{diggle2006, - title={Bayesian Geostatistical Design}, - author={Diggle, Peter and Lophaven, S{\o}ren}, - journal={Scandinavian Journal of Statistics}, - volume={33}, - number={1}, - pages={53--64}, - year={2006}, - publisher={Wiley Online Library} -} -@Manual{hij2014, - title={raster:raster: Geographic data analysis and modeling}, - author={Robert Hijmans}, - year={2014}, - note={R package version 2.2-12}, - url={http://CRAN.R-project.org/package=raster}, -} -@article{little1997, - title={Kriging in Estuaries: as the Crow Flies or as the Fish Swims?}, - author={Little, L and Edwards, D and Porter, D}, - journal={Journal of Experimental Marine Biology and Ecology}, - volume={213}, - year={1997} -} -@book{mitchell2012, - title={The Esri Guide to GIS Analysis, Volume 3: Modeling Suitability, Movement, and Interaction}, - author={Mitchell, Andy}, - year={2012}, - publisher={Esri Press} -} -@article{suominen2010, - title={Surface Layer Salinity Gradients and Flow Patterns in the Archipelago Coast of SW Finland, Northern Baltic Sea}, - author={Suominen, Tapio and Tolvanen, Harri and Kalliola, Risto}, - journal={Marine environmental research}, - volume={69}, - number={4}, - pages={216--226}, - year={2010}, - publisher={Elsevier} -} -@Manual{etten2014, - title={gdistance: distances and routes on geographical grids}, - author={Jacob van Etten}, - year={2014}, - note={R package version 1.1-5}, - url={http://CRAN.R-project.org/package=gdistance}, -} -@article{peb2004, - title = {Multivariable geostatistics in S: the gstat package}, - author = {Edzer J. Pebesma}, - journal = {Computers and Geosciences}, - year = {2004}, - volume = {30}, - pages = {683--691}, -} -@Manual{warn2014, - title = {gdata: Various R programming tools for data manipulation}, - author = {Gregory R. Warnes and Ben Bolker and Gregor Gorjanc and Gabor Grothendieck and Ales Korosec and Thomas Lumley and Don MacQueen and Arni Magnusson and Jim Rogers}, - year = {2014}, - note = {R package version 2.13.3}, - url = {http://CRAN.R-project.org/package=gdata}, - } -@article{bad2005, - title={spatstat: An R Package for Analyzing Spatial Point Patterns}, - author={Adrian Baddeley and Rolf Turner}, - journal={Journal of Statistical Software}, - volume={12}, - number={6}, - pages={1--42}, - year={2005}, -} \ No newline at end of file diff --git a/vignettes/DataflowR-concordance.tex b/vignettes/DataflowR-concordance.tex index 6ef4375..15af93f 100644 --- a/vignettes/DataflowR-concordance.tex +++ b/vignettes/DataflowR-concordance.tex @@ -1,5 +1,5 @@ \Sconcordance{concordance:DataflowR.tex:DataflowR.Rnw:% -1 63 1 1 3 5 0 1 2 6 1 1 2 1 0 1 2 4 0 1 2 22 1 1 2 4 0 1 2 43 1 1 3 5 % +1 63 1 1 3 5 0 1 2 6 1 1 2 1 0 1 1 3 0 1 2 22 1 1 2 4 0 1 2 43 1 1 3 5 % 0 1 2 2 1 1 2 4 0 1 2 7 1 1 2 4 0 1 2 6 1 1 2 4 0 1 2 8 1 1 3 5 0 1 2 6 % -1 1 2 4 0 1 2 13 1 1 2 4 0 1 2 4 1 1 2 4 0 1 2 5 1 1 2 4 0 1 2 4 1 1 2 % +1 1 2 4 0 1 2 13 1 1 2 4 0 1 2 4 1 1 3 5 0 1 2 5 1 1 2 4 0 1 2 6 1 1 2 % 4 0 1 2 4 1 1 3 5 0 1 2 15 1 1 2 4 0 1 2 4 1 1 2 4 0 1 2 7 1} diff --git a/vignettes/DataflowR.Rnw b/vignettes/DataflowR.Rnw index eff26b4..6a3feae 100644 --- a/vignettes/DataflowR.Rnw +++ b/vignettes/DataflowR.Rnw @@ -75,8 +75,7 @@ The \texttt{DataflowR} package can also be built directly from source code if no <>= install.packages("devtools") -devtools::install_git("http://gitlab.com/jsta/DataflowR.git", - credentials = git2r::cred_user_pass("", getPass::getPass())) +devtools::install_github("jsta/DataflowR") @ where \texttt{} and \texttt{} are replaced with your GitLab username and password. On Windows machines, the \texttt{RTools} program is required for source installation. @@ -225,7 +224,8 @@ grassmap(rnge = 201505, params = c("sal")) The \texttt{basin} parameter of the \texttt{grassmap} function allows the user to limit (zoom-in) to a specific FATHOM basin. A listing of FATHOM basins can be found by inspecting \verb|DF_Basefile/fathom_basins_proj.shp| or by referencing \citet{cosby2005fathom}. The following command will create a series of zoomed-in salinity maps of Manatee Bay for each survey date between June 2006 and May 2015. <>= -grassmap(rnge = c(201205, 201305), params = c("sal"), basin = "Manatee Bay", numcol = 3, numrow = 3) +grassmap(rnge = c(201205, 201305), params = c("sal"), + basin = "Manatee Bay", numcol = 3, numrow = 3) @ diff --git a/vignettes/DataflowR.bib~ b/vignettes/DataflowR.bib~ deleted file mode 100644 index f4f59e3..0000000 --- a/vignettes/DataflowR.bib~ +++ /dev/null @@ -1,8 +0,0 @@ -@article{csardi2006, - title={The \pkg{igraph} Software Package for Complex Network Research}, - author={Csardi, Gabor and Nepusz, Tamas}, - journal={InterJournal, Complex Systems}, - volume={1695}, - number={5}, - year={2006} -} diff --git a/vignettes/DataflowR.pdf b/vignettes/DataflowR.pdf index 2f80cb81223273f318172fe3da9dfb6fe0151238..e4da1c2e3b2badba39d6346211b036cb2dbebffc 100644 GIT binary patch delta 35104 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zPvapKy+7YkzJ{a5?Wr-hse5WHdVjfU$k@e;O`=P*%xDlFza!54xp@fean8NQ3~P`k zXa9I|4zHXJgTN9Gc7t<=s2Kj)2M>pXA3(@nR_%0-BVc83S_83aip15Mfe^uE=GzT0 z(O7>Me|!skk}fSu#AY+Uytc2M&&0-5&Z`NSqpD_8Q^EiiSZ$8QsL5B8G^XgL4^5Zg zYJu&tV4i_0Pf8({ltrh@MMbFBl94ndX{n`5V}pB0g3&cj6(&8dkl&v#hNvUC4q$9i zHU!R=m2B;QqDde;trZJ{*z_Q1$WWXwE>QCMRb*AMh+H zKCeex$tnotQ(i~=ItPED+Ip6|5Znv&V-Cd_FvmAfJ_4}>bJFmWSN3z}AWkxI=G&cq zHLBtp6RSygY%z3Qn+k%@LDuKPB4ltv zF8kfz-0|*T{_@wKzsN%J@xvc}{PPbVZ2s%VpMLo8`wu_;$AACvuU~%p@Xz0W`Tjru z^yB}I|NQ>L|NQaOUw-)V<%gd>{O(Tu-SL0GrMy9RL6T diff --git a/vignettes/DataflowR.tex b/vignettes/DataflowR.tex index ed17e24..2650089 100644 --- a/vignettes/DataflowR.tex +++ b/vignettes/DataflowR.tex @@ -78,8 +78,7 @@ \subsubsection{Source Installation} \begin{Schunk} \begin{Sinput} > install.packages("devtools") -> devtools::install_git("https://gitlab.com/jsta/DataflowR.git", -+ credentials = git2r::cred_user_pass("", getPass::getPass())) +> devtools::install_github("jsta/DataflowR") \end{Sinput} \end{Schunk} @@ -196,7 +195,7 @@ \subsection{Loading previously cleaned streaming data} \subsection{Interpolating cleaned data files} -The \texttt{streaminterp} function will interpolate a dataset that has been loaded into memory from the \texttt{streamclean} or \texttt{streamget} functions. Interpolations are performed using functions in the \texttt{ipdw} \texttt{R} package \citep{ipdw}. Variables to be interpolated must be specified as inputs to the \texttt{paramlist} paramter. If you have loaded your dataset to memory under the name \texttt{dt}, use \texttt{names(dt)} to see the available parameters. Enter one or more parameters as arguments to a character vector. For example, to interpolate salinity only (as below) use \texttt{c("sal")}. Additional parameters can be appended. For example, to interpolate salinity and temperature use \texttt{c("sal","temp")}. Interpolation should take about 20 minutes plus about 2 minutes for each entry in \texttt{paramlist}. Raster surface output will be written to a subfolder of \verb|DF_Surfaces| named for the appropriate year and month of the survey.\\ +The \texttt{streaminterp} function will interpolate a dataset that has been loaded into memory from the \texttt{streamclean} or \texttt{streamget} functions. Interpolations are performed using functions in the \texttt{ipdw} \texttt{R} package \citep{ipdw}. Variables to be interpolated must be specified as inputs to the \texttt{paramlist} paramter. If you have loaded your dataset to memory under the name \texttt{dt}, use \texttt{names(dt)} to see the available parameters. Enter one or more parameters as arguments to a character vector. For example, to interpolate salinity only (as below) use \texttt{c("salinity.pss")}. Additional parameters can be appended. For example, to interpolate salinity and temperature use \texttt{c("salinity.pss","temp.deg.c")}. Interpolation should take about 20 minutes plus about 2 minutes for each entry in \texttt{paramlist}. Raster surface output will be written to a subfolder of \verb|DF_Surfaces| named for the appropriate year and month of the survey.\\ \texttt{streaminterp} will first attempt to split the full data set into training and validation datasets. If these already exist in the \verb|DF_Subsets| and \verb|DF_Validation| folders, a warning will be printed and the pre-existing datsets will be used. Next, \texttt{streaminterp} will attempt to create a dedicated folder under \verb|DF_Surfaces| to hold all the interpolated surfaces for the given survey. If this folder already exists, \texttt{streaminterp} will print a warning but the function should proceed as normal (the warning can be disregarded).\\ @@ -213,7 +212,7 @@ \subsection{\label{sec:plottingsurf}Plotting interpolated surfaces} \subsubsection{Quick plot with R graphics} -A quick visual inspection of interpolated outputs can be accomplished using the \nohyphens{\texttt{surfplot}} function. The \texttt{rnge} parameter takes either a single survey date or a list of two survey dates to specify a date range for plotting. More detailed publication quality maps should be produced using a dedicated GIS program such as ArcGIS,QGIS, or GRASS GIS. +A quick visual inspection of interpolated outputs can be accomplished using the \nohyphens{\texttt{surfplot}} function. The \texttt{rnge} parameter takes either a single survey date or a list of two survey dates to specify a date range for plotting. More detailed publication quality maps should be produced using a dedicated GIS program such as ArcGIS, QGIS, or GRASS GIS. \begin{Schunk} \begin{Sinput} @@ -232,7 +231,7 @@ \subsubsection{Quick plot with R graphics} \subsubsection{Detailed plotting with GRASS GIS} -The \texttt{grassmap} function creates detailed publication quality maps using GRASS GIS. Maps are output to the \verb|QGIS_plotting| folder. The following command creates a Bay-wide salinity map for May 2015. +The \texttt{grassmap} function creates detailed publication quality maps using GRASS GIS. Individual map components (panels, legends, etc) are output to the \verb|QGIS_plotting| folder. Final map outputs are written to the working directory. The following command creates a Bay-wide salinity map for May 2015. \begin{Schunk} \begin{Sinput} @@ -246,14 +245,15 @@ \subsubsection{Producing timeseries for specific basins} \begin{Schunk} \begin{Sinput} -> grassmap(rnge = c(200605, 201505), params = c("sal"), basin = "Manatee Bay") +> grassmap(rnge = c(201205, 201305), params = c("sal"), ++ basin = "Manatee Bay", numcol = 3, numrow = 3) \end{Sinput} \end{Schunk} \section{Handling discrete grab sample data} \subsection{Cleaning grab sample records} -Incoming grab sample \texttt{.csv} data files should be placed in the \verb|DF_GrabSamples/Raw| folder and their file names should have the survey date in yyyymm format preappended. These files can be cleaned using the \texttt{grabclean} function. The \texttt{grabclean} function formats column names, removes columns/rows of missing data, and calculates minute averages of the streaming data that correspond to the grab sample date/times. Output is saved to the \verb|DF_GrabSamples| folder when \texttt{tofile} is set to \texttt{TRUE}. Suspect data records should be identified manually in the \texttt{flags} column. This becomes important in Section 6.2 because suspect data records can create problems converting between extracted and fluoresced chlorophyll. +Incoming grab sample \texttt{.csv} data files should be placed in the \verb|DF_GrabSamples/Raw| folder and their file names should have the survey date in yyyymm format preappended. These files can be cleaned using the \texttt{grabclean} function. The \texttt{grabclean} function formats column names, removes columns/rows of missing data, and calculates minute averages of the streaming data that correspond to the grab sample date/times. Output is saved to the \verb|DF_GrabSamples| folder when \texttt{tofile} is set to \texttt{TRUE}. \begin{Schunk} \begin{Sinput} @@ -261,6 +261,8 @@ \subsection{Cleaning grab sample records} \end{Sinput} \end{Schunk} +Suspect data records should be identified manually in the \texttt{flags} column. This becomes important in Section 6.2 because suspect data records can create problems converting between extracted and fluoresced chlorophyll. + \subsection{Loading previously cleaned grab data} The \texttt{rnge} paramter takes either a single survey date or a list of two survey dates to specify a date range for retrieving cleaned grab data. @@ -293,7 +295,7 @@ \subsection{Calculating a difference-from-average surface} \subsection{Fit grab sample and streaming averages} \subsubsection{Calculate coefficients} -In order to generate maps of chlorophyll concentration, streaming fluorescence values (chlorophyll, algal pigments, cdom) must be statistically "fit" (regressed) against lab-derived extracted chlorophyll values. The \texttt{chlcoef} function searches the \verb|DF_GrabSamples| folder for a cleaned grab dataset that matches the specified \texttt{yearmon} parameter value. First, the function generates a correlation matrix and identifies streaming variables that have at least a 0.4 correlation with extracted chlorophyll. The resulting variables are entered into a linear regression. If the R\textsuperscript{2} value of the regression is less than 0.7, the variables are entered into a second degree polynomial regression. The regression (either the linear or the second degree polynomial) is subjected to a backward stepwise AIC model selection \citep{mass}. The output of this step is usually a regression with a reduced number of parameters. The final regression is checked for multicolinearity by calculating variance inflation factors (vif) and excluding parameters until all vif values are less than 10 \citep{hh2002}. The previous steps, which include summaries of all intermediate model fits, are printed to the R console for inspection. +In order to generate maps of chlorophyll concentration, streaming fluorescence values (chlorophyll, algal pigments, cdom) must be statistically "fit" (regressed) against lab-derived extracted chlorophyll values. The \texttt{chlcoef} function searches the \verb|DF_GrabSamples| folder for a cleaned grab dataset that matches the specified \texttt{yearmon} parameter value. First, the function generates a correlation matrix and removes streaming variables that have a correlation coefficient with extracted chlorophyll less than the value passed to the \texttt{corcut} argument. The resulting variables are entered into a multiple linear regression. The resulting "full" model is subjected to a backward stepwise AIC model selection \citep{mass}. The output of this step is usually a regression with a reduced number of parameters. The final regression is checked for multicolinearity by calculating variance inflation factors (vif) and excluding parameters until all vif values are less than 10 \citep{hh2002}. The previous steps, which include summaries of all intermediate model fits, are printed to the R console for manual inspection. The final set of variable coefficients, the R\textsuperscript{2} value, the p-value, and the formula for the final fitted equation are printed (appended) to the \texttt{extractChlcoef.csv} file in the \verb|DF_GrabSamples| folder. diff --git a/vignettes/DataflowR.toc b/vignettes/DataflowR.toc index c51dcfa..4af3942 100644 --- a/vignettes/DataflowR.toc +++ b/vignettes/DataflowR.toc @@ -17,10 +17,10 @@ \contentsline {subsubsection}{\numberline {4.5.3}Producing timeseries for specific basins}{7}{subsubsection.4.5.3} \contentsline {section}{\numberline {5}Handling discrete grab sample data}{7}{section.5} \contentsline {subsection}{\numberline {5.1}Cleaning grab sample records}{7}{subsection.5.1} -\contentsline {subsection}{\numberline {5.2}Loading previously cleaned grab data}{7}{subsection.5.2} +\contentsline {subsection}{\numberline {5.2}Loading previously cleaned grab data}{8}{subsection.5.2} \contentsline {section}{\numberline {6}Data Analysis}{8}{section.6} \contentsline {subsection}{\numberline {6.1}Calculating a difference-from-average surface}{8}{subsection.6.1} -\contentsline {subsection}{\numberline {6.2}Fit grab sample and streaming averages}{8}{subsection.6.2} -\contentsline {subsubsection}{\numberline {6.2.1}Calculate coefficients}{8}{subsubsection.6.2.1} +\contentsline {subsection}{\numberline {6.2}Fit grab sample and streaming averages}{9}{subsection.6.2} +\contentsline {subsubsection}{\numberline {6.2.1}Calculate coefficients}{9}{subsubsection.6.2.1} \contentsline {subsubsection}{\numberline {6.2.2}Generate extracted chlorophyll surfaces}{9}{subsubsection.6.2.2} \contentsline {section}{References}{9}{subsubsection.6.2.2} diff --git a/vignettes/Untitled Document~ b/vignettes/Untitled Document~ deleted file mode 100644 index e69de29..0000000 diff --git a/vignettes/dflowsop_save b/vignettes/dflowsop_save deleted file mode 100644 index ea1b7aa..0000000 --- a/vignettes/dflowsop_save +++ /dev/null @@ -1,213 +0,0 @@ - -%\documentclass[nojss,shortnames]{jss} -\documentclass[12pt]{article} - -\usepackage{Sweave} - -\usepackage[english]{babel}%test -\usepackage{pifont,mdframed}%test - -%test##### -\newenvironment{warning} -{\par\begin{mdframed}[linewidth=2pt,linecolor=red] -\begin{list}{}{\leftmargin=1cm - \labelwidth=\leftmargin}\item[\Large\ding{43}]} -{\end{list}\end{mdframed}\par} -%test#### - - -\usepackage{geometry} -\geometry{left=1.25in,right=1.25in,top=1.25in,bottom=1.25in} -\usepackage{rotating} -\usepackage{fancyhdr} -\usepackage[bookmarks,colorlinks,breaklinks]{hyperref} - -\usepackage{dirtree}%jsta -\usepackage{hyphenat}%jsta -\usepackage[utf8]{inputenc}%jsta -%\usepackage{float} -\usepackage{graphicx,subfig} -% \usepackage{placeins} -\setlength\headheight{26pt} - -\fancypagestyle{plain}{\fancyhf{}\fancyhead[R]{\includegraphics[width=6.0in,keepaspectratio=true]{sfwmd_bar8half_wordorexcel.png}}} - -\author{Joseph Stachelek} -\title{Dataflow Interpolation Standard Operating Procedure(SOP)} - -\begin{document} -\SweaveOpts{concordance=TRUE} -\maketitle -\tableofcontents - -%\VignetteIndexEntry{Interpolation via IPDW} - -\section{Programs and Applications used in this SOP} - -\begin{itemize} - \item A spreadsheet program (MS Excel or similar) - \item R (must have the \texttt{DFlowInterpR} package and its dependencies installed) - \item RStudio (optional; for more easily accessing documentation) - \item ArcGIS (optional; alternatively use QGIS, Surfer, etc, for more easily adjusting final symbology) -\end{itemize} - -\section{Installing \texttt{DFlowInterpR}} - -The \texttt{R} package \texttt{DFlowInterpR} is distributed via a \texttt{.tar.gz} (analagous to \texttt{.zip}) package archive file. This package contains the archived datasets for the SFWMD Florida Bay Dataflow Monitoring Program. In RStudio, it can be installed by navigating to \texttt{Tools} -> \texttt{Install Packages...} -> \texttt{Install from:} -> \texttt{Package Archive File}.\\ - -In most cases, \texttt{DFlowInterpR} will be installed in the default user library in a folder named for your version of R. On Windows this is probably:\\ \texttt{C:/Users/}\verb||\texttt{/Documents/R/win-library/}\verb||\texttt{/DFlowInterpR}. - -The directory should have the following file structure: - -\dirtree{% -.1 /. -.2 doc. -.2 extdata. -.2 help. -.2 html. -.2 Meta. -.2 R. -} - -\subsection{Data} -All data is stored under \texttt{extdata} in the following subdirectories:\\ - -\dirtree{% -.1 /. -.2 extdata. -.3 DF\_BaseFile. -.3 DF\_FullDataSets. -.3 DF\_Subsets. -.3 DF\_Surfaces. -.3 DF\_Validation. -} -\vspace{15pt} -\begin{warning} -\textcolor{red}{IMPORTANT!!} before continuing, copy the contents of \texttt{extdata} to a local folder such as: \verb|C:\Documents\Data\Dataflow|.\\ Next, update the file \texttt{localpath} to point to the location of this new folder. -For example, the structure of \verb|C:\Documents\Data\Dataflow| would look like: - -\dirtree{% -.1 /. -.2 Dataflow. -.3 DF\_BaseFile. -.3 DF\_FullDataSets. -.3 DF\_Subsets. -.3 DF\_Surfaces. -.3 DF\_Validation. -} - -\end{warning} - -\section{Cleaning, loading, interpolating, and plotting streaming data} -\subsection{Clean incoming Dataflow and C6 files} - -Incoming streaming data should be placed in \verb|DF_FullDataSets|\texttt{/Raw/InstrumentOutput} in the appropriate folder. Folder names should start with the survey date in yyyymm format (e.g. Feb-2015 is 201502). Likewise, Dataflow (\texttt{".txt"} or \texttt{".TXT"}) and C6 (\texttt{".csv"} or \texttt{".CSV"}) files should start with the survey date in yyyymmdd format. For example, the raw data files for February 2015 would be placed under: - - -\dirtree{% -.1 /. -.2 Dataflow. -.3 DF\_FullDataSets. -.4 Raw. -.5 InstrumentOutput. -.6 201502. -.7 201502\_DF021115.txt. -.7 .... -.7 201502\_C6\_11FEB.csv. -.7 .... -} -\begin{warning} -When working in a non-Windows environment, \texttt{.csv} files created under Windows may need to be opened and resaved as \texttt{text}\verb|\csv| in order to avoid illegal "nul" characters. -\end{warning} - -\vspace{15pt} -Cleaning is accomplished via the \nohyphens{\texttt{streamclean}} function. The example below shows how to specify inputs to clean the data for the February 2015 survey. For this example we set the \texttt{tofile} parameter to \texttt{FALSE} but setting it to \texttt{TRUE} will save the cleaned output to \verb|DF_FullDataSets| as a \texttt{.csv} file. The \texttt{streamclean} function will gather all the Dataflow records and merge them with the C6 data, remove leading and trailing records of all zeros, format GPS coordinates, check that conductivity to salinity calculations are correct (recalculate if neccesary), and classify records based on fathom and CERP basin designations. - -<>= -yearmon<-201502 -dt<-streamclean(yearmon,mmin=7,c6pres=TRUE,tofile=FALSE,sep=",") -@ - -\subsection{Loading previously cleaned streaming data} - -The \texttt{streamget} function will retrieve previously cleaned data. The function looks for full data sets in the \verb|DF_FullDataSets| folder that match the specified survey date. An example for the February 2015 survey is shown below. - - -<>= -yearmon<-201502 -dt<-streamget(yearmon) -@ - -\subsection{Interpolating cleaned data files} - -The \texttt{streaminterp} function will interpolate a dataset that has been loaded into memory from the \texttt{streamclean} or \texttt{streamget} functions. Variables to be interpolated must be specified as inputs to the \texttt{paramlist} paramter. Use \texttt{names(dt)} to see the available parameters. Enter one or more parameters as arguments to a character list. For example, to interpolate salinity only (as below) use \texttt{c("sal")}. Additional parameters can be appended. For example, to interpolate salinity and temperature use \texttt{c("sal","temp")}. Interpolation should take about 20 minutes plus about 2 minutes for each entry in \texttt{paramlist}. Raster surface output will be written to the \verb|DF_Surfaces| folder.\\ - -\texttt{streaminterp} will first attempt to split the full data set into training and validation datasets. If these already exist in the \verb|DF_Subsets| and \verb|DF_Validation| folders, a warning will be printed and the pre-existing datsets will be used. Next, \texttt{streaminterp} will attempt to create a dedicated folder to hold all the interpolated surfaces for the given survey. If this folder already exists, \texttt{streaminterp} will print a warning but the function should proceed as normal (the warning can be disregarded). - -<>= -streaminterp(dt,paramlist=c("sal"),yearmon) -@ - -\subsection{Plotting interpolated surfaces} - -A quick visual inspection of interpolated outputs can be accomplished using the \texttt{surfplot} function. The \texttt{rnge} paramter takes either a single survey date or a list of two survey dates to specify a date range for plotting. More detailed publication quality maps should be produced using a dedicated GIS program such as ArcGIS or QGIS. - -<>= -surfplot(rnge=c(201102,201502),params=("sal")) -@ - -\section{Handling discrete grab sample data} -\subsection{Cleaning grab sample records} -Incoming grab sample \texttt{.csv} data files should be placed in the \verb|DF_GrabSamples/Raw| folder and their file names should have the survey date in yyyymm format preappended. These files can be cleaned using the \texttt{grabclean} function. The \texttt{grabclean} function formats column names, removes columns/rows of missing data, and calculates minute averages of the streaming data that correspond to the grab sample date/times. Output is saved to the \verb|DF_GrabSamples| folder when \texttt{tofile} is set to \texttt{TRUE}. - -<>= -grabclean(yearmon=201410,tofile=FALSE) -@ - -\subsection{Loading previously cleaned grab data} - -The \texttt{rnge} paramter takes either a single survey date or a list of two survey dates to specify a date range for retrieving cleaned grab data. - -<>= -grabs<-grabget(rnge=c(201402,201410)) -@ - -\subsection{Plotting grab sample data} - -Several plot types are defined in the \texttt{grabplot} function including "permit-style" vertical bar plots ("permitbarplot"), and. \texttt{grabplot} calls \texttt{grabget} internally. - -<>= -grabplot(rnge=201410,params=c("sal","chla"),plottype="permitbarplot") -@ - -\section{Data Analysis} -\subsection{Calculating a difference-from-average surface} -Reporting ecosystem status and trends often requires comparing the results of a particular survey with a measure of the long-term average. The \texttt{avmap} function takes a survey date as input and searches the \verb|DF_Surfaces| folder for interpolated surfaces of the same parameter within a specified number of months for each year. The number of months (tolerance) on either side of the input month is set using the \texttt{tolerance} parameter. The found surfaces often have different extents. The \texttt{percentcov} parameter controls the percent of all identified surveys required before a pixel is included in difference-from-average computations. Output surfaces are written to the current working directory unless the \texttt{tofile} parameter is set to \texttt{FALSE}. - -<>= -avmap(yearmon=201502,params="sal",tofile=TRUE,percentcov=0.6,tolerance=1) -@ - -\subsection{Fit grab sample and streaming averages} -\subsubsection{Calculate coefficients} -\subsubsection{Generate corrected surfaces} - -\subsection{Interpolated surface validation} -\subsubsection{Validate against streaming validation sets} -\subsubsection{Validate against monitoring platforms} - - -\section{Source Code} - -Source code for various cleaning, interpolation, and plotting routines can be found in the \texttt{DFlowInterpR/R} %\cite{csardi2006} folder. - - -% \setlength{\bibsep}{0pt} -%\newpage -%\setlength{\bibsep}{0pt} - - -\bibliographystyle{limnology_and_oceanography} -\bibliography{DFlowInterpR}{} - -\end{document} diff --git a/vignettes/dflowsop_save_jss b/vignettes/dflowsop_save_jss deleted file mode 100644 index c4874b8..0000000 --- a/vignettes/dflowsop_save_jss +++ /dev/null @@ -1,214 +0,0 @@ -%\documentclass{article} -\documentclass[nojss,shortnames]{jss} -\usepackage[utf8]{inputenc} -\usepackage{float} -\usepackage{graphicx,subfig} -\usepackage{placeins} -\usepackage{Sweave} -\usepackage[english]{babel}%test -\usepackage{pifont,mdframed}%test - -\newenvironment{warning} -{\par\begin{mdframed}[linewidth=2pt,linecolor=red] -\begin{list}{}{\leftmargin=1cm - \labelwidth=\leftmargin}\item[\Large\ding{43}]} -{\end{list}\end{mdframed}\par} - -\usepackage{geometry} -\geometry{left=1.25in,right=1.25in,top=1.25in,bottom=1.25in} -\usepackage{rotating} -\usepackage{fancyhdr} -%\usepackage[bookmarks,colorlinks,breaklinks]{hyperref} - -\usepackage{dirtree}%jsta -\usepackage{hyphenat}%jsta -\usepackage[utf8]{inputenc}%jsta -%\usepackage{float} -\usepackage{graphicx,subfig} -% \usepackage{placeins} -\setlength\headheight{26pt} - -\fancypagestyle{plain}{\fancyhf{}\fancyhead[R]{\includegraphics[width=6.0in,keepaspectratio=true]{sfwmd_bar8half_wordorexcel.png}}} - -\author{Joseph Stachelek} -\title{Dataflow Interpolation Standard Operating Procedure(SOP)} -%\Abstact{ -%This is the abstract tableofcontents very long time this the this the this the this the this the -%} -\Keywords{geospatial analysis, connectivity, least-cost path, least-cost distance,\proglang{R}} -\Plainkeywords{geospatial analysis, connectivity, least-cost path, least-cost distance, R} - -\restylefloat{figure} - -\begin{document} - -\SweaveOpts{concordance=TRUE} -%\VignetteIndexEntry{Interpolation via IPDW} - -\section{Programs and Applications used in this SOP} - -\begin{itemize} - \item A spreadsheet program (MS Excel or similar) - \item R (must have the \texttt{DFlowInterpR} package and its dependencies installed) - \item RStudio (optional; for more easily accessing documentation) - \item ArcGIS (optional; alternatively use QGIS, Surfer, etc, for more easily adjusting final symbology) -\end{itemize} - -\section[Installing DFlowInterpR]{Installing \texttt{DFlowInterpR}} - -The \texttt{R} package \texttt{DFlowInterpR} is distributed via a \texttt{.tar.gz} (analagous to \texttt{.zip}) package archive file. This package contains the archived datasets for the SFWMD Florida Bay Dataflow Monitoring Program. In RStudio, it can be installed by navigating to \texttt{Tools} -> \texttt{Install Packages...} -> \texttt{Install from:} -> \texttt{Package Archive File}.\\ - -In most cases, \texttt{DFlowInterpR} will be installed in the default user library in a folder named for your version of R. On Windows this is probably:\\ \texttt{C:/Users/}\verb||\texttt{/Documents/R/win-library/}\verb||\texttt{/DFlowInterpR}. - -The directory should have the following file structure: - -\dirtree{% -.1 /. -.2 doc. -.2 extdata. -.2 help. -.2 html. -.2 Meta. -.2 R. -} - -\subsection{Data} -All data is stored under \texttt{extdata} in the following subdirectories:\\ - -\dirtree{% -.1 /. -.2 extdata. -.3 DF\_BaseFile. -.3 DF\_FullDataSets. -.3 DF\_Subsets. -.3 DF\_Surfaces. -.3 DF\_Validation. -} -\vspace{15pt} - -\begin{warning} -\textcolor{red}{IMPORTANT!!} before continuing, copy the contents of \texttt{extdata} to a local folder such as: \verb|C:\Documents\Data\Dataflow|.\\ Next, update the file \texttt{localpath} to point to the location of this new folder. -For example, the structure of \verb|C:\Documents\Data\Dataflow| would look like: - -\dirtree{% -.1 /. -.2 Dataflow. -.3 DF\_BaseFile. -.3 DF\_FullDataSets. -.3 DF\_Subsets. -.3 DF\_Surfaces. -.3 DF\_Validation. -} - -\end{warning} - -\section{Cleaning, loading, interpolating, and plotting streaming data} -\subsection{Clean incoming Dataflow and C6 files} - -Incoming streaming data should be placed in \verb|DF_FullDataSets|\texttt{/Raw/InstrumentOutput} in the appropriate folder. Folder names should start with the survey date in yyyymm format (e.g. Feb-2015 is 201502). Likewise, Dataflow (\texttt{".txt"} or \texttt{".TXT"}) and C6 (\texttt{".csv"} or \texttt{".CSV"}) files should start with the survey date in yyyymmdd format. For example, the raw data files for February 2015 would be placed under: - - -\dirtree{% -.1 /. -.2 Dataflow. -.3 DF\_FullDataSets. -.4 Raw. -.5 InstrumentOutput. -.6 201502. -.7 201502\_DF021115.txt. -.7 .... -.7 201502\_C6\_11FEB.csv. -.7 .... -} -\begin{warning} -When working in a non-Windows environment, \texttt{.csv} files created under Windows may need to be opened and resaved as \texttt{text}\verb|\csv| in order to avoid illegal "nul" characters. -\end{warning} - -\vspace{15pt} -Cleaning is accomplished via the \nohyphens{\texttt{streamclean}} function. The example below shows how to specify inputs to clean the data for the February 2015 survey. For this example we set the \texttt{tofile} parameter to \texttt{FALSE} but setting it to \texttt{TRUE} will save the cleaned output to \verb|DF_FullDataSets| as a \texttt{.csv} file. The \texttt{streamclean} function will gather all the Dataflow records and merge them with the C6 data, remove leading and trailing records of all zeros, format GPS coordinates, check that conductivity to salinity calculations are correct (recalculate if neccesary), and classify records based on fathom and CERP basin designations. - -<>= -yearmon<-201502 -dt<-streamclean(yearmon,mmin=7,c6pres=TRUE,tofile=FALSE,sep=",") -@ - -\subsection{Loading previously cleaned streaming data} - -The \texttt{streamget} function will retrieve previously cleaned data. The function looks for full data sets in the \verb|DF_FullDataSets| folder that match the specified survey date. An example for the February 2015 survey is shown below. - - -<>= -yearmon<-201502 -dt<-streamget(yearmon) -@ - -\subsection{Interpolating cleaned data files} - -The \texttt{streaminterp} function will interpolate a dataset that has been loaded into memory from the \texttt{streamclean} or \texttt{streamget} functions. Variables to be interpolated must be specified as inputs to the \texttt{paramlist} paramter. Use \texttt{names(dt)} to see the available parameters. Enter one or more parameters as arguments to a character list. For example, to interpolate salinity only (as below) use \texttt{c("sal")}. Additional parameters can be appended. For example, to interpolate salinity and temperature use \texttt{c("sal","temp")}. Interpolation should take about 20 minutes plus about 2 minutes for each entry in \texttt{paramlist}. Raster surface output will be written to the \verb|DF_Surfaces| folder.\\ - -\texttt{streaminterp} will first attempt to split the full data set into training and validation datasets. If these already exist in the \verb|DF_Subsets| and \verb|DF_Validation| folders, a warning will be printed and the pre-existing datsets will be used. Next, \texttt{streaminterp} will attempt to create a dedicated folder to hold all the interpolated surfaces for the given survey. If this folder already exists, \texttt{streaminterp} will print a warning but the function should proceed as normal (the warning can be disregarded). - -<>= -streaminterp(dt,paramlist=c("sal"),yearmon) -@ - -\subsection{Plotting interpolated surfaces} - -A quick visual inspection of interpolated outputs can be accomplished using the \texttt{surfplot} function. The \texttt{rnge} paramter takes either a single survey date or a list of two survey dates to specify a date range for plotting. More detailed publication quality maps should be produced using a dedicated GIS program such as ArcGIS or QGIS. - -<>= -surfplot(rnge=c(201102,201502),params=("sal")) -@ - -\section{Handling discrete grab sample data} -\subsection{Cleaning grab sample records} -Incoming grab sample \texttt{.csv} data files should be placed in the \verb|DF_GrabSamples/Raw| folder and their file names should have the survey date in yyyymm format preappended. These files can be cleaned using the \texttt{grabclean} function. The \texttt{grabclean} function formats column names, removes columns/rows of missing data, and calculates minute averages of the streaming data that correspond to the grab sample date/times. Output is saved to the \verb|DF_GrabSamples| folder when \texttt{tofile} is set to \texttt{TRUE}. - -<>= -grabclean(yearmon=201410,tofile=FALSE) -@ - -\subsection{Loading previously cleaned grab data} - -The \texttt{rnge} paramter takes either a single survey date or a list of two survey dates to specify a date range for retrieving cleaned grab data. - -<>= -grabs<-grabget(rnge=c(201402,201410)) -@ - -\subsection{Plotting grab sample data} - -Several plot types are defined in the \texttt{grabplot} function including "permit-style" vertical bar plots ("permitbarplot"), and. \texttt{grabplot} calls \texttt{grabget} internally. - -<>= -grabplot(rnge=201410,params=c("sal","chla"),plottype="permitbarplot") -@ - -\section{Data Analysis} -\subsection{Calculating a difference-from-average surface} -Reporting ecosystem status and trends often requires comparing the results of a particular survey with a measure of the long-term average. The \texttt{avmap} function takes a survey date as input and searches the \verb|DF_Surfaces| folder for interpolated surfaces of the same parameter within a specified number of months for each year. The number of months (tolerance) on either side of the input month is set using the \texttt{tolerance} parameter. The found surfaces often have different extents. The \texttt{percentcov} parameter controls the percent of all identified surveys required before a pixel is included in difference-from-average computations. Output surfaces are written to the current working directory unless the \texttt{tofile} parameter is set to \texttt{FALSE}. - -<>= -avmap(yearmon=201502,params="sal",tofile=TRUE,percentcov=0.6,tolerance=1) -@ - -\subsection{Fit grab sample and streaming averages} -\subsubsection{Calculate coefficients} -\subsubsection{Generate corrected surfaces} - -\subsection{Interpolated surface validation} -\subsubsection{Validate against streaming validation sets} -\subsubsection{Validate against monitoring platforms} - - -\section{Source Code} - -Source code for various cleaning, interpolation, and plotting routines can be found in the \texttt{DFlowInterpR/R} %\cite{csardi2006} folder. - -\citep{csardi2006} adjacency algorithm. - -%\setlength{\bibsep}{0pt} - -\bibliography{DFlowInterpR} -\end{document} - diff --git a/vignettes/ipdw2.bib~ b/vignettes/ipdw2.bib~ deleted file mode 100644 index ffcda74..0000000 --- a/vignettes/ipdw2.bib~ +++ /dev/null @@ -1,19 +0,0 @@ - -@article{suominen2010, - title={Surface Layer Salinity Gradients and Flow Patterns in the Archipelago Coast of SW Finland, Northern Baltic Sea}, - author={Suominen, Tapio and Tolvanen, Harri and Kalliola, Risto}, - journal={Marine environmental research}, - volume={69}, - number={4}, - pages={216--226}, - year={2010}, - publisher={Elsevier} -} -@Manual{etten2014, - title={gdistance: distances and routes on geographical grids}, - author={Jacob van Etten}, - year={2014}, - note={R package version 1.1-5}, - url={http://CRAN.R-project.org/package=gdistance}, -} -\