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Improved estimation of phytoplankton abundance and fine-scale water quality features via simultaneous discrete and semi-continuous surveys

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Code for Stachelek et al. (2017)

DOI

Jemma Stachelek, Christopher J. Madden, Stephen Kelly, Michelle Blaha (submitted). Improved estimation of phytoplankton abundance and fine-scale water quality features via simultaneous discrete and semi-continuous surveys.

Dependencies

R packages

DataflowR ggsn remake knitr
raster maptools gdalUtils kableExtra
ggplot2 cowplot sf magrittr
dplyr viridis fitdistrplus gstat
ggrepel sp GGally ggjoy

Data

Christopher J. Madden, Jemma Stachelek, Stephen Kelly, Michelle Blaha (2017) Florida Bay water quality estimated by underway flow-through measurement. KNB Data Repository. http://dx.doi.org/10.5063/F11R6NGR

Build

Building the figures, tables, and manuscript has been streamlined with GNU make. See the items defined as build targets by running the following line in the terminal:

$ make help

## data                          copy data from archives
## data/goodyears.csv            listing of surveys with good spatial coverage
## data/allstreaming.csv         move streaming data from archive folder
## data/allgrabs.csv             move grab data from archive folder
## figures                       create figures
## figures/multipanel.png        create multipanel figure
## figures/multipanel_salinity.pngcreate salinity multipanel
## figures/multipanel_mb.png     create multipanel figure zoomed to Manatee Bay
## figures/multipanel_jb.png     create multipanel figure zoomed to Joe Bay
## figures/fbmap_dflow.png       create Florida Bay basemap with dflow grab points
## figures/fbmap_wqmn.png        create Florida Bay basemap with wqmn grab points
## figures/fbmap.png             create 2 panel Florida Bay basemap with grab points
## figures/rain.png              create rain time-series figure
## figures/chlboxplot.png        create chlorophyll boxplot
## figures/nonchlboxplot.png     create non-chlorophyll boxplot
## figures/chltimeseries.png     create chlorophyll time-series plot 
## figures/avmap.png             create average chl and phycoc maps
## figures/boundaries.png        create boundaries figure
## tables                        create tables
## manuscripts/est_coast/table_2.texcreate table 2
## ms                            compile ms
## diff                          create latexdiff pdf

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Improved estimation of phytoplankton abundance and fine-scale water quality features via simultaneous discrete and semi-continuous surveys

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