Nitrogen, inorganic Rate of Change Analysis

A rate of change is calculated for each station using a seasonal Mann Kendall slope calculation.

get data for params$batch_value

source(here::here(glue::glue("{params$batch_name}/getData.R")))

df <- getData(params$batch_value)

[1] "getting data for Nitrogen, inorganic"

create station statistics dataframe

library(here)
library(lubridate)  # for mdy_hms()
library(pander)  # for display
library(dplyr)  # for %>%
library(tidyr)  # for unnest_wider
source(here("R/seasonalMannKendall.R"))

# add statistics for each station
sample_stats_df <- df %>%
  group_by(ProgramName, ProgramLocationID, OriginalLongitude, OriginalLatitude, ParameterUnits) %>%
  summarize(
    mk_results = list(seasonalMannKendall(SampleDate, ResultValue)),
    n_values = n(),
    mean = mean(ResultValue, na.rm = TRUE),
    min = as.numeric(min(ResultValue, na.rm = TRUE)),
    max = as.numeric(max(ResultValue, na.rm = TRUE)),
    coefficient.of.variation = sd(ResultValue, na.rm = TRUE) / mean(ResultValue, na.rm = TRUE),
    .groups = 'drop'
  )

# unnest the seasonal Mann Kendall results
sample_stats_df <- sample_stats_df %>%
  tidyr::unnest_wider(mk_results)

sample_stats_df <- sample_stats_df %>%
  mutate(
    # create column significant_slope
    significant_slope = ifelse(z <= 0.05, slope, NA_real_),
    pvalue = z
  ) %>%
  # drop unwanted columns added by seasonalMannKendall
  select(
    -z,
    -tau,
    -chi_square
  )

# print(head(sample_stats_df))
# # display sample_stats_df with pander
# pander(sample_stats_df)

save stats to csv

dataDir <- here("data", "exports", params$batch_name)

# create dir if does not exist
if (!dir.exists(dataDir)) {
  dir.create(dataDir)
}

# save file
sample_stats_df %>%
  write.csv(paste0(dataDir, "/", params$batch_value, ".csv"))

plot distribution of slopes

library(ggplot2)

ggplot(sample_stats_df, aes(x = slope)) +
  geom_density(fill = "steelblue", linewidth=0.4, alpha = 0.3, bw = 0.001) +
  geom_density(fill = "steelblue", linewidth=0.1, alpha = 0.1, bw = 0.01) +
  geom_density(fill = "steelblue", linewidth=0.1, alpha = 0.1, bw = 0.1) +
  geom_vline(xintercept = 0, linetype = "dashed", color = "gray")+
  scale_y_continuous(trans = "sqrt") +
  labs(title = "Density of Site Slopes",
       x = "Slope (rate of change)",
       y = "Density") +
  theme_minimal()

display with gt

library(gt)
library(scales)
library(tidyselect)  # for all_of()
library(RColorBrewer) # for brewer.pal()

# ── color_column() ─────────────────────────────────────────────────────────────
# gt_tbl   : a gt object that you’ve already created (e.g. `sample_stats_df %>% gt()`)
# df       : the original data.frame (must contain the column you want to color)
# column   : a string, e.g. "slope" or "n_values"
# palette  : a character vector of colours to feed to col_numeric()
#
color_column <- function(gt_tbl, df, column, 
                         palette = c("red", "orange", "yellow", "green", "blue", "violet"),
                         domain = NULL) {
  # 1) Pull out that column’s numeric values
  vals <- df[[column]]
  if (!is.numeric(vals)) {
    stop(sprintf("`%s` is not numeric; data_color() requires a numeric column.", column))
  }
  
  # 2) Compute its min and max (ignoring NA)
  min_val <- min(vals, na.rm = TRUE)
  max_val <- max(vals, na.rm = TRUE)
  if (is.null(domain)) {
    domain <- c(min_val, max_val)
  }
  
  # 3) Call data_color() on the gt table for that single column
  gt_tbl %>%
    data_color(
      columns = all_of(column),
      colors  = col_numeric(
        palette = palette,
        domain  = domain
      )
    )
}
library(dplyr)
library(gt)

# 1) First build your gt table as usual:
gt_tbl <- sample_stats_df %>% 
  gt()

# slope blue (-) to red (+) (0 centered)
tryCatch({
  min_slope <- min(sample_stats_df$slope,  na.rm = TRUE)
  max_slope <- max(sample_stats_df$slope,  na.rm = TRUE)
  max_abs_slope <- max(abs(min_slope), abs(max_slope))
  gt_tbl <- color_column(
    gt_tbl, 
    df     = sample_stats_df, 
    column = "slope",
    palette = rev(brewer.pal(11, "RdBu")),
    domain  = c(-max_abs_slope, max_abs_slope)
  )
}, error = function(e) {
  print("Error in slope color column")
  print(e)
})

# slope blue (-) to red (+) (0 centered)
tryCatch({
  min_slope <- min(sample_stats_df$significant_slope,  na.rm = TRUE)
  max_slope <- max(sample_stats_df$significant_slope,  na.rm = TRUE)
  max_abs_slope <- max(abs(min_slope), abs(max_slope))
  gt_tbl <- color_column(
    gt_tbl, 
    df     = sample_stats_df, 
    column = "significant_slope",
    palette = rev(brewer.pal(11, "RdBu")),
    domain  = c(-max_abs_slope, max_abs_slope)
  )
}, error = function(e) {
  print("Error in significant_slope color column")
  print(e)
})

tryCatch({
  # mean values blue to red (0 centered)
  min_mean <- min(sample_stats_df$mean,  na.rm = TRUE)
  max_mean <- max(sample_stats_df$mean,  na.rm = TRUE)
  max_abs_mean <- max(abs(min_mean), abs(max_mean))
  gt_tbl <- color_column(
    gt_tbl, 
    df     = sample_stats_df, 
    column = "mean",
    palette = rev(brewer.pal(11, "RdBu")),
    domain  = c(-max_abs_mean, max_abs_mean)
  )
}, error = function(e) {
  print("Error in mean color column")
  print(e)
})

tryCatch({
  # n values white to green
  gt_tbl <- color_column(
    gt_tbl, 
    df      = sample_stats_df, 
    column  = "n_values", 
    palette = scales::brewer_pal(palette = "Greens")(9)
  )
}, error = function(e) {
  print("Error in n_values color column")
  print(e)
})

tryCatch({
  # min
  gt_tbl <- color_column(
    gt_tbl, 
    df      = sample_stats_df, 
    column  = "min", 
    palette = scales::brewer_pal(palette = "Blues")(9)
  )
}, error = function(e) {
  print("Error in min color column")
  print(e)
})

tryCatch({
  # max
  gt_tbl <- color_column(
    gt_tbl, 
    df      = sample_stats_df, 
    column  = "max", 
    palette = scales::brewer_pal(palette = "Blues")(9)
  )
}, error = function(e) {
  print("Error in max color column")
  print(e)
})

tryCatch({
  # coefficient.of.variation
  gt_tbl <- color_column(
    gt_tbl, 
    df      = sample_stats_df, 
    column  = "coefficient.of.variation", 
    palette = scales::brewer_pal(palette = "Blues")(9)
  )
}, error = function(e) {
  print("Error in coefficient.of.variation color column")
  print(e)
})

# 4) Render/display:
gt_tbl

ProgramName	ProgramLocationID	OriginalLongitude	OriginalLatitude	ParameterUnits	slope	n_values	mean	min	max	coefficient.of.variation	significant_slope	pvalue
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	200	-80.10000	25.59000	mg/L	-5.081936e-05	191	0.006399443	0.00093660	0.03145971	0.7109444	NA	0.1470504753
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	201	-80.16500	25.51000	mg/L	-7.291000e-05	197	0.007204218	0.00123200	0.05551322	0.9700848	NA	0.0564343717
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	202	-80.15010	25.49380	mg/L	-1.255895e-04	130	0.007257861	0.00072254	0.05349069	1.0300222	-1.255895e-04	0.0072056042
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	203	-80.11768	25.48053	mg/L	-7.023300e-05	132	0.006997959	0.00100800	0.05126452	0.7961481	NA	0.1303230623
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	204	-80.19553	25.43082	mg/L	-1.600000e-06	197	0.008490403	0.00063182	0.05665710	0.8082249	NA	0.9826008101
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	205	-80.18200	25.42798	mg/L	-1.264312e-04	127	0.007585630	0.00059528	0.04128475	0.8863280	-1.264312e-04	0.0226156166
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	206	-80.14300	25.41497	mg/L	-1.327719e-04	196	0.006334412	0.00063801	0.03452763	0.8441176	-1.327719e-04	0.0001823029
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	207	-80.21508	25.36443	mg/L	-1.280464e-04	101	0.009322612	0.00086968	0.08240400	1.0345533	NA	0.0533587452
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	208	-80.20052	25.35918	mg/L	-1.856117e-04	128	0.007929561	0.00102311	0.04345966	0.8407173	-1.856117e-04	0.0136272400
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	209	-81.72272	24.58570	mg/L	-1.320020e-04	102	0.020054307	0.00339662	0.13457793	0.9687977	NA	0.3606726191
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	210	-80.16360	25.32500	mg/L	-8.127048e-05	192	0.007064074	0.00035350	0.04275600	0.8772542	-8.127048e-05	0.0370516567
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	211	-80.26165	25.30788	mg/L	-5.219743e-05	198	0.011170829	0.00142800	0.12202287	1.2271157	NA	0.3049770725
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	212	-80.24542	25.29452	mg/L	-1.139882e-04	197	0.006839667	0.00004998	0.05513036	1.0416248	-1.139882e-04	0.0030622823
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	213	-80.18773	25.26312	mg/L	-1.008665e-04	196	0.007585015	0.00106400	0.03409809	0.7008288	-1.008665e-04	0.0069884510
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	214	-80.29918	25.24620	mg/L	-9.975000e-05	132	0.009467467	0.00133000	0.08129139	0.8800972	NA	0.1713829374
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	215	-80.28897	25.23667	mg/L	-6.235462e-05	138	0.008570639	0.00075600	0.07265976	0.9936858	NA	0.3672617791
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	216	-80.21700	25.22000	mg/L	-1.421200e-04	119	0.008152456	0.00100800	0.05022507	0.8092462	-1.421200e-04	0.0342458704
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	216i	-80.24425	25.20450	mg/L	1.803365e-03	15	0.005787101	0.00098047	0.01064509	0.5013507	NA	0.7236736098
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	217	-80.33985	25.17332	mg/L	-2.260100e-04	133	0.009433381	0.00037170	0.07129410	1.1777418	-2.260100e-04	0.0005700287
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	218	-80.29455	25.15897	mg/L	-1.223857e-04	130	0.008221746	-0.00003794	0.06613314	1.1444003	-1.223857e-04	0.0223825414
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	219	-80.25800	25.14200	mg/L	-5.873831e-05	175	0.009733302	0.00043400	0.08944304	1.0329253	NA	0.2446577021
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	219i	-80.26477	25.12587	mg/L	-3.501700e-04	18	0.007160148	0.00180686	0.01194071	0.3949282	NA	0.8230632738
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	220	-80.37342	25.11355	mg/L	-6.723275e-05	196	0.008287889	0.00022022	0.06567400	0.8939711	NA	0.1271106662
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	221	-80.36088	25.11025	mg/L	-1.734175e-04	130	0.007179690	0.00142980	0.03922720	0.8454508	-1.734175e-04	0.0218207795
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	222	-80.31277	25.07237	mg/L	-4.236272e-05	192	0.008466897	0.00052878	0.13582800	1.3091035	NA	0.3121771983
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	223	-80.42312	25.06018	mg/L	-5.906441e-05	129	0.007367715	0.00052570	0.04198232	0.8847433	NA	0.2642739560
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	224	-80.39527	25.03082	mg/L	-1.058214e-04	131	0.008206509	0.00075600	0.11667199	1.5052384	NA	0.0617638615
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	225	-80.36740	25.01700	mg/L	-7.743795e-05	173	0.008872672	0.00107800	0.08177571	1.1375521	NA	0.1125013152
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	225i	-80.37000	25.00667	mg/L	1.575800e-04	18	0.006081243	0.00119057	0.01232590	0.5376947	NA	0.8722376298
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	226	-80.50148	25.00840	mg/L	-7.156500e-05	138	0.009155289	0.00104090	0.04622211	0.7881336	NA	0.1589565306
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	227	-80.47490	25.00167	mg/L	-6.923461e-05	191	0.006653908	0.00094132	0.05160644	0.8923386	NA	0.1295149583
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	228	-80.45000	24.97667	mg/L	-4.576783e-05	193	0.007546487	0.00081490	0.06191560	0.9589544	NA	0.3114144006
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	229	-80.56218	24.95012	mg/L	-7.538300e-05	100	0.009187070	0.00045360	0.06158427	0.9835694	NA	0.1222876014
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	230	-80.55162	24.93965	mg/L	-6.458578e-05	196	0.006965648	0.00070000	0.04320701	0.8980399	-6.458578e-05	0.0188514445
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	231	-80.50300	24.92500	mg/L	-8.715929e-05	177	0.008527569	0.00056000	0.07112199	1.0727623	NA	0.0730493370
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	231i	-80.51533	24.91750	mg/L	5.252500e-05	18	0.005161079	0.00157575	0.00913937	0.4873668	NA	1.0000000000
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	232	-80.59852	24.92703	mg/L	-2.421800e-04	137	0.010155300	0.00077000	0.06960747	1.0051062	-2.421800e-04	0.0014882570
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	233	-80.58238	24.90185	mg/L	-1.039813e-04	130	0.007172849	0.00080539	0.07979792	1.4526017	NA	0.1428336987
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	234	-80.56697	24.86277	mg/L	-9.835167e-05	129	0.010895942	0.00037118	0.17293998	1.9144191	NA	0.1586392401
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	235	-80.66865	24.87123	mg/L	-2.492071e-04	138	0.012836187	0.00114800	0.08144656	0.9146225	-2.492071e-04	0.0097818718
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	236	-80.66240	24.85970	mg/L	-8.059458e-05	126	0.008127918	0.00154074	0.05098959	0.9684300	NA	0.4031384637
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	237	-80.64907	24.83265	mg/L	-1.980366e-05	194	0.007704982	0.00024542	0.07356776	1.1836560	NA	0.5967131268
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	238	-80.74683	24.83442	mg/L	-4.185133e-04	104	0.016514323	0.00162400	0.07168119	0.7803251	-4.185133e-04	0.0020157742
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	239	-80.71620	24.80223	mg/L	-5.600000e-06	191	0.007736236	0.00076731	0.07793462	1.2114980	NA	0.8261110596
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	240	-80.70570	24.78453	mg/L	-1.287435e-05	130	0.008244965	0.00124703	0.06239262	1.2090818	NA	0.8423108125
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	241	-80.80890	24.80247	mg/L	-1.413280e-04	100	0.008989089	0.00067200	0.04815090	0.7799432	NA	0.0658652064
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	242	-80.81225	24.79150	mg/L	-1.311977e-04	202	0.009019003	0.00050400	0.05550636	0.8613970	-1.311977e-04	0.0012535475
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	243	-80.78333	24.74500	mg/L	6.195357e-06	171	0.008325239	0.00088200	0.06172081	1.0394988	NA	0.8391606135
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	243i	-80.79348	24.72935	mg/L	-6.390600e-04	17	0.005376102	0.00196094	0.01383162	0.5484242	NA	0.5707503881
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	244	-80.86333	24.79333	mg/L	-8.977857e-06	188	0.012220910	0.00262341	0.06413883	0.7088004	NA	0.8794494995
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	244i	-80.89945	24.77095	mg/L	NA	8	0.010737013	0.00325656	0.01586259	0.4470937	NA	NA
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	245	-80.86167	24.76167	mg/L	-8.366964e-05	119	0.008983144	0.00058616	0.05115308	0.8053085	NA	0.5745485001
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	246	-80.85813	24.71317	mg/L	-4.791500e-05	185	0.007161015	0.00015400	0.06010966	0.9948800	NA	0.1680622200
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	247	-81.01115	24.71318	mg/L	-1.433996e-04	133	0.012259246	0.00056000	0.04879000	0.8555197	NA	0.1181814734
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	248	-80.96667	24.69167	mg/L	-2.740478e-05	168	0.006666760	0.00019600	0.04739626	1.0785627	NA	0.7272565178
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	248i	-80.98310	24.68392	mg/L	-2.818850e-03	16	0.006429950	0.00297642	0.01523229	0.5146051	NA	0.1175248681
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	249	-80.95830	24.67500	mg/L	-4.368350e-05	163	0.006775928	0.00087542	0.06675563	1.2172963	NA	0.4135040332
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	249i	-80.97762	24.66560	mg/L	-2.783835e-03	17	0.006842685	0.00308147	0.01330637	0.4623716	NA	0.4532547048
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	250	-81.18245	24.69193	mg/L	-1.046990e-04	133	0.010297269	0.00102200	0.07374723	0.8195985	NA	0.1367134211
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	251	-81.16508	24.64502	mg/L	-1.352973e-04	124	0.008357788	0.00081904	0.06257991	1.1016285	NA	0.1453751869
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	252	-81.15442	24.60693	mg/L	-7.553800e-05	186	0.008645323	0.00064246	0.10610571	1.3368804	NA	0.1271825962
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	253	-81.30723	24.64537	mg/L	-2.564636e-05	102	0.012096023	0.00088200	0.04539412	0.6979276	NA	0.7721209406
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	254	-81.26502	24.65792	mg/L	2.827826e-06	98	0.009529768	0.00087542	0.05491493	0.8225564	NA	1.0000000000
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	255	-81.24308	24.62168	mg/L	-5.081538e-05	183	0.008110439	0.00063000	0.06103814	0.9493232	NA	0.2421760593
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	256	-81.23408	24.58497	mg/L	-1.440250e-05	185	0.007976618	0.00077998	0.04211010	0.8409289	NA	0.8182506379
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	257	-81.33732	24.63333	mg/L	-8.890429e-05	63	0.012865521	0.00139717	0.06283206	0.8494891	NA	0.5411260245
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	258	-81.32422	24.59323	mg/L	3.672837e-05	124	0.008512059	0.00121391	0.04330664	0.8994927	NA	0.6550376657
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	259	-81.32167	24.57037	mg/L	-1.037738e-04	193	0.007421324	0.00050400	0.04416781	0.7739091	-1.037738e-04	0.0192815115
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	260	-81.41662	24.62550	mg/L	-1.792071e-04	100	0.015845782	0.00112000	0.06268564	0.7460092	-1.792071e-04	0.0440509581
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	261	-81.50000	24.58333	mg/L	-1.130125e-04	122	0.009118544	0.00129795	0.08533582	1.1509743	NA	0.1461432369
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	261i	-81.41487	24.60065	mg/L	NA	4	0.014260573	0.01011984	0.02079995	0.3263891	NA	NA
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	262	-81.41887	24.58618	mg/L	-1.614390e-04	125	0.009438395	0.00060198	0.06608597	1.0412019	-1.614390e-04	0.0113818021
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	263	-81.39742	24.54843	mg/L	-8.801111e-06	188	0.007168226	0.00098000	0.05106594	1.0291203	NA	0.7631757196
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	264	-80.45947	24.94677	mg/L	-4.734200e-05	183	0.007551102	0.00064400	0.06613128	1.0120476	NA	0.3123321850
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	265	-81.08333	24.81667	mg/L	1.165891e-04	65	0.010394826	0.00163741	0.07528601	1.1889257	NA	0.5218709664
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	266	-81.50527	24.61105	mg/L	-1.559276e-04	100	0.013589011	0.00214200	0.03883880	0.5930013	NA	0.0717611652
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	267	-81.48730	24.53008	mg/L	-8.900125e-05	188	0.008560533	0.00117049	0.07123461	0.9820922	NA	0.0507775692
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	268	-81.57698	24.58782	mg/L	-1.561143e-04	135	0.011927555	0.00151200	0.04205370	0.6668210	NA	0.1028842905
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	269	-81.55955	24.55943	mg/L	-5.212071e-05	195	0.007835645	0.00068600	0.03788812	0.7551451	NA	0.1498037609
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	270	-81.56432	24.52162	mg/L	-5.992769e-05	190	0.008559514	0.00050400	0.06549773	1.1375310	NA	0.1696666243
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	271	-81.66667	24.55667	mg/L	-1.576132e-05	198	0.010851027	0.00080001	0.06875993	0.7648328	NA	0.7836405866
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	272	-81.65433	24.50548	mg/L	-1.618600e-05	190	0.008706700	0.00041040	0.06931954	1.0016816	NA	0.7184334815
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	273	-81.65710	24.49290	mg/L	-1.779288e-04	179	0.008691369	0.00046200	0.04989887	0.9252752	-1.779288e-04	0.0118696583
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	273i	-81.65048	24.49103	mg/L	-3.414150e-04	18	0.006207692	0.00203097	0.01386663	0.5696363	NA	1.0000000000
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	274	-81.75000	24.54167	mg/L	-1.169941e-04	127	0.011398170	0.00116843	0.06205335	0.7593408	NA	0.4181565191
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	275	-81.74422	24.52143	mg/L	-3.006612e-05	196	0.009593248	0.00117026	0.06353659	0.9572582	NA	0.5849353675
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	276	-81.73742	24.47538	mg/L	-1.040406e-04	194	0.007835263	0.00072800	0.05680323	0.8858493	-1.040406e-04	0.0138551873
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	277	-81.82110	24.51762	mg/L	-2.551770e-04	127	0.010642997	0.00098817	0.04889104	0.7828659	-2.551770e-04	0.0398997510
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	278	-81.81895	24.49862	mg/L	-9.321778e-05	194	0.008500959	0.00035000	0.06196266	1.0065676	NA	0.0904890248
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	279	-81.81297	24.45803	mg/L	-1.645500e-05	126	0.007802008	0.00098397	0.06853081	1.0523669	NA	0.8842191646
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	280	-81.84365	24.45363	mg/L	-4.654100e-05	197	0.008752100	0.00053200	0.06885414	1.0161844	NA	0.2740176531
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	281	-81.89167	24.49500	mg/L	5.283100e-05	190	0.009830430	0.00068600	0.07657270	1.0351767	NA	0.4362694153
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	282	-80.88500	24.86667	mg/L	-1.812493e-05	98	0.009944472	0.00039200	0.05966084	0.9291668	NA	0.7873676679
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	283	-81.00000	24.90000	mg/L	2.232500e-05	63	0.006881474	0.00143569	0.02462603	0.7052073	NA	0.8423211080
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	284	-80.95833	24.87667	mg/L	8.985700e-05	96	0.008320790	0.00044800	0.05367535	0.9410323	NA	0.3113062734
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	285	-80.92028	24.80998	mg/L	6.968000e-05	98	0.012009647	0.00093800	0.08789204	0.9947465	NA	0.5551742827
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	286	-80.92395	24.78333	mg/L	-5.176533e-05	65	0.016561808	0.00205137	0.09423438	0.9982932	NA	0.9212227224
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	287	-81.00833	24.84667	mg/L	9.857408e-05	99	0.008137969	0.00057400	0.05357636	0.9488446	NA	0.1484772199
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	288	-81.08333	24.88333	mg/L	5.320937e-05	97	0.007612167	0.00074200	0.03610853	0.8898976	NA	0.2579429827
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	289	-81.03300	24.77775	mg/L	-1.127133e-04	101	0.018416046	0.00172200	0.16531408	1.1087221	NA	0.4293056384
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	290	-81.21623	24.86267	mg/L	3.398000e-05	93	0.008286751	0.00128800	0.11033504	1.6069181	NA	0.7977925124
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	291	-81.14678	24.81682	mg/L	6.947333e-06	96	0.006979187	0.00093800	0.03273723	0.7180133	NA	0.9758290777
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	292	-81.11248	24.76312	mg/L	-4.739059e-05	100	0.011602031	0.00151200	0.07185437	0.8552307	NA	0.7331678780
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	293	-81.10930	24.73753	mg/L	9.210250e-05	65	0.012569600	0.00239050	0.08523077	0.9421096	NA	0.7678100138
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	294	-81.17218	24.75550	mg/L	-5.251286e-05	99	0.008848151	0.00179746	0.04040202	0.7386654	NA	0.5215892595
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	295	-81.35123	24.85163	mg/L	6.842000e-05	93	0.010108061	0.00135800	0.13782593	1.5372077	NA	0.4488656113
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	296	-81.28908	24.79152	mg/L	-2.325000e-05	95	0.009155359	0.00124600	0.03583026	0.6605890	NA	0.7034993180
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	297	-81.21118	24.74077	mg/L	2.986143e-04	65	0.012374319	0.00327108	0.05983555	0.9001679	2.986143e-04	0.0418440429
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	298	-81.43112	24.84085	mg/L	4.417062e-05	64	0.009422110	0.00127977	0.04981860	1.0870047	NA	0.8621866944
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	299	-81.34182	24.68737	mg/L	-3.507412e-04	65	0.021834545	0.00416126	0.09618083	0.6887864	NA	0.4089613420
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	300	-81.30923	24.70882	mg/L	6.326750e-05	65	0.014430927	0.00266548	0.03748039	0.5231127	NA	0.7457223906
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	301	-81.39665	24.77258	mg/L	-1.192140e-04	99	0.011890027	0.00132020	0.09458916	0.9383380	NA	0.2837259562
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	302	-81.48227	24.80128	mg/L	3.705196e-05	97	0.009664531	0.00076440	0.07421253	1.0797023	NA	0.7782372589
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	303	-81.39198	24.69242	mg/L	-1.832007e-04	63	0.030290983	0.00551989	0.07591752	0.5397871	NA	0.6057249255
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	304	-81.45157	24.71220	mg/L	-3.723307e-04	64	0.018845391	0.00354394	0.06348527	0.7197564	NA	0.0657128051
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	305	-81.55500	24.76852	mg/L	2.340369e-06	97	0.009771129	0.00069953	0.05534675	0.8620445	NA	1.0000000000
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	306	-81.59247	24.73770	mg/L	1.358960e-04	64	0.014922618	0.00115830	0.11158259	1.2138000	NA	0.4366721108
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	307	-81.52052	24.72503	mg/L	-3.825538e-05	98	0.012505636	0.00113400	0.06176113	0.7988827	NA	0.3780580906
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	308	-81.48820	24.69430	mg/L	-6.530944e-05	65	0.017429907	0.00215211	0.09687036	0.9189880	NA	0.7778159791
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	309	-81.68318	24.69772	mg/L	-1.110295e-04	98	0.010116069	0.00074200	0.08901129	1.2546534	NA	0.3254733821
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	310	-81.63265	24.65752	mg/L	-3.861231e-04	101	0.020460497	0.00177800	0.11572514	0.8942035	-3.861231e-04	0.0114013051
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	311	-81.65008	24.61762	mg/L	-3.573831e-04	64	0.028194374	0.00540874	0.09004487	0.7277595	NA	0.3084371196
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	312	-81.76343	24.65978	mg/L	-5.571312e-05	97	0.011268744	0.00141400	0.08274569	1.0827350	NA	0.7047024983
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	313	-81.73210	24.64157	mg/L	-3.323180e-04	63	0.015693013	0.00440675	0.11074414	1.2122867	NA	0.1275709834
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	314	-81.43578	24.75043	mg/L	-2.305775e-04	99	0.014907371	0.00179060	0.07695300	0.8267539	-2.305775e-04	0.0124850872
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	315	-81.82827	24.63325	mg/L	-8.956476e-05	95	0.010490959	0.00113400	0.08921674	1.2909539	NA	0.3516959505
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	316	-81.80240	24.58577	mg/L	-1.739735e-04	98	0.015574219	0.00262727	0.08292757	0.8609594	NA	0.1303188842
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	317	-81.78833	24.57500	mg/L	-2.328936e-05	101	0.015657965	0.00270645	0.06606449	0.7534349	NA	0.8907867473
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	318	-81.90467	24.65083	mg/L	-1.914779e-05	181	0.007075969	0.00028000	0.04079600	0.9467373	NA	0.7021905052
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	319	-82.07133	24.62900	mg/L	-7.321476e-05	187	0.007944636	0.00036400	0.04807600	1.0125851	NA	0.1982616833
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	320	-82.96667	24.65167	mg/L	1.117350e-05	122	0.008663752	0.00097658	0.05976192	0.9911954	NA	0.9119217550
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	320i	-82.06033	24.58600	mg/L	NA	4	0.005926583	0.00409696	0.00773870	0.3209592	NA	NA
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	321	-82.94000	24.64167	mg/L	-5.853030e-06	123	0.009348031	0.00170415	0.05990796	0.8458138	NA	0.9808928658
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	321i	-82.02833	24.55000	mg/L	NA	4	0.011222868	0.00987472	0.01271108	0.1082193	NA	NA
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	322	-81.98167	24.45833	mg/L	6.630100e-05	190	0.009064123	0.00092400	0.06097988	0.9264078	NA	0.2813914602
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	323	-82.17000	24.70500	mg/L	-5.333624e-05	130	0.008475013	0.00116436	0.04114157	0.8846216	NA	0.5272030324
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	324	-82.15833	24.65333	mg/L	-4.750750e-05	192	0.008878445	0.00014000	0.03861122	0.8462458	NA	0.4299091741
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	325	-82.10000	24.54167	mg/L	-1.574083e-05	191	0.009641545	0.00057400	0.07519072	1.0675459	NA	0.7251083771
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	326	-82.25000	24.70833	mg/L	-8.209983e-05	129	0.007223158	0.00073463	0.04102530	0.9025954	NA	0.3636531320
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	327	-82.22333	24.61667	mg/L	-3.376314e-04	130	0.007658408	0.00049023	0.02775986	0.7378179	-3.376314e-04	0.0018368144
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	328	-82.22400	24.45400	mg/L	1.164750e-05	194	0.008242128	0.00053984	0.10039046	1.1802250	NA	0.8811720119
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	329	-82.54167	24.71667	mg/L	-1.425083e-04	120	0.006680206	0.00113733	0.02660106	0.7422737	NA	0.0646766276
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	329i	-82.33667	24.69667	mg/L	NA	4	0.004237028	0.00322154	0.00500740	0.1890622	NA	NA
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	330	-82.37400	24.66533	mg/L	-8.225500e-05	194	0.007505298	0.00043400	0.03839804	0.8309163	NA	0.1234312124
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	331	-82.28767	24.50683	mg/L	-1.031525e-04	129	0.007032168	0.00067014	0.04290275	1.0501082	NA	0.1251824828
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	332	-82.36733	24.53550	mg/L	4.900000e-06	193	0.007234380	0.00093800	0.04497332	0.9416415	NA	0.8754451577
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	333	-82.49133	24.57717	mg/L	3.052944e-05	187	0.005942323	0.00032200	0.03930713	0.9229100	NA	0.6221931968
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	334	-82.45033	24.51217	mg/L	-1.478000e-05	128	0.007422545	0.00062464	0.08287046	1.3916958	NA	0.8193334685
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	335	-82.38317	24.46083	mg/L	-5.260737e-05	192	0.007216830	0.00096600	0.07509501	1.2017232	NA	0.3438430465
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	336	-82.64633	24.65483	mg/L	-8.937378e-05	129	0.006475683	0.00119334	0.09390068	1.5339989	NA	0.1205492596
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	337	-82.58783	24.59133	mg/L	-8.790383e-05	191	0.006184094	0.00064400	0.02738154	0.7035145	NA	0.0579198063
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	338	-82.87700	24.63680	mg/L	-6.226241e-05	124	0.007767195	0.00042020	0.05176857	1.0032632	NA	0.3641225026
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	338i	-82.54517	24.56683	mg/L	NA	2	0.002766320	0.00157575	0.00395689	0.6086498	NA	NA
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	339	-82.51083	24.42833	mg/L	-5.307389e-05	128	0.007344584	0.00175084	0.04830308	1.0420127	NA	0.5504583398
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	340	-82.65333	24.48500	mg/L	-8.768808e-05	128	0.006570180	0.00113274	0.04318728	0.9718992	NA	0.2145842050
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	341	-82.88333	24.69833	mg/L	-1.779363e-04	123	0.008167722	0.00206249	0.04631447	0.8609323	NA	0.0617526879
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	341i	-82.59450	24.44717	mg/L	NA	3	0.003233213	0.00245117	0.00364174	0.2095425	NA	NA
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	342	-82.74567	24.70600	mg/L	-1.643519e-04	123	0.006175381	0.00058690	0.07980317	1.2498888	-1.643519e-04	0.0170919830
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	343	-82.85500	24.75500	mg/L	-6.257222e-06	122	0.007248040	0.00098365	0.08813716	1.2576859	NA	0.9310995649
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	344	-82.80500	24.56333	mg/L	-1.490537e-04	127	0.006382083	0.00042020	0.03552012	0.9441229	-1.490537e-04	0.0412844374
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	345	-82.70467	24.37900	mg/L	-1.606639e-04	129	0.009780244	0.00080539	0.07847254	1.2322282	NA	0.0835998615
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	346	-83.08333	24.66667	mg/L	-1.317371e-04	126	0.007634453	0.00094893	0.05802275	0.9737068	-1.317371e-04	0.0478384726
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	347	-82.99667	24.65400	mg/L	-1.831284e-04	124	0.006967466	0.00119940	0.05721737	0.9402302	-1.831284e-04	0.0152516300
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	348	-82.85500	24.64167	mg/L	-5.282096e-05	122	0.008158844	0.00126881	0.05321028	1.0288600	NA	0.4015137374
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	348i	-82.85333	24.52833	mg/L	NA	4	0.003694267	0.00140067	0.00836900	0.8577886	NA	NA
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	349	-82.93113	24.63795	mg/L	1.921875e-05	124	0.008198840	0.00106101	0.04843489	0.8610348	NA	0.7863274263
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	349i	-83.00000	24.55000	mg/L	NA	2	0.005375070	0.00364174	0.00710840	0.4560497	NA	NA
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	350	-82.86667	24.45000	mg/L	1.666600e-05	129	0.007129775	0.00056027	0.05805777	1.2023413	NA	0.8606256790
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	351	-81.79167	24.69167	mg/L	-2.042138e-04	61	0.008484042	0.00063830	0.03164621	0.9965474	NA	0.0846829460
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	352	-81.78300	24.77583	mg/L	-1.225575e-04	60	0.006873926	0.00081589	0.02584236	0.8585778	NA	0.3284668130
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	353	-81.77667	24.85833	mg/L	-2.570562e-04	60	0.006414155	0.00091044	0.02125517	0.8028851	NA	0.0566950106
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	354	-81.76867	24.94133	mg/L	-3.165520e-04	60	0.008069771	0.00112054	0.03823829	0.9504625	NA	0.0506523383
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	355	-81.76250	25.02467	mg/L	-1.855887e-04	61	0.007111113	0.00128161	0.02804842	0.8471975	NA	0.0711766058
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	356	-81.75383	25.10767	mg/L	-1.199175e-04	61	0.007977079	0.00149177	0.03641742	0.9309584	NA	0.2806215461
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	357	-81.74533	25.19117	mg/L	-1.984283e-04	60	0.008196027	0.00125570	0.03716328	0.8990850	-1.984283e-04	0.0484112398
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	358	-81.73817	25.27467	mg/L	-2.229400e-04	61	0.007444609	0.00104315	0.04085577	0.9491970	NA	0.0795588072
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	359	-81.73000	25.35833	mg/L	-2.595619e-04	59	0.008218932	0.00119057	0.03718779	0.8742582	-2.595619e-04	0.0122806039
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	360	-81.72100	25.44117	mg/L	-2.251521e-04	59	0.008581758	0.00115555	0.04463801	0.8861041	NA	0.1246173307
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	361	-81.71500	25.52467	mg/L	-3.229714e-05	58	0.006724707	0.00137966	0.02518858	0.7327188	NA	0.8582742305
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	362	-81.70667	25.60867	mg/L	-5.578500e-05	59	0.006794136	0.00149171	0.02798013	0.7536876	NA	0.5167279185
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	363	-81.69833	25.69200	mg/L	4.750000e-06	59	0.007397698	0.00143100	0.02871373	0.7604001	NA	1.0000000000
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	364	-81.53333	25.69167	mg/L	8.977333e-06	60	0.008234419	0.00224107	0.03483157	0.8121134	NA	0.8927182034
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	365	-81.53933	25.60850	mg/L	-5.228333e-05	60	0.007683385	0.00155314	0.03669755	0.9246055	NA	0.6857740928
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	366	-81.54883	25.52600	mg/L	-7.392444e-05	59	0.007262980	0.00038518	0.03058993	0.8342420	NA	0.3879904890
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	367	-81.55500	25.44250	mg/L	-1.042517e-04	59	0.007873295	0.00153373	0.02381351	0.7558308	NA	0.5344797063
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	368	-81.56333	25.35850	mg/L	-1.305410e-04	61	0.007886366	0.00210100	0.03414833	0.7470981	NA	0.3451396918
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	369	-81.57200	25.27550	mg/L	-1.336350e-04	61	0.008007173	0.00118006	0.03656099	0.7997714	NA	0.3806898859
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	370	-81.57917	25.19183	mg/L	-1.580300e-04	61	0.007358012	0.00161922	0.02612250	0.7676564	NA	0.1209128393
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	371	-81.58683	25.10833	mg/L	-1.588253e-04	60	0.007779979	0.00149250	0.04671192	1.1326673	NA	0.0565488330
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	372	-81.59533	25.02500	mg/L	-2.138675e-04	61	0.007755823	0.00107151	0.04281498	0.9861066	-2.138675e-04	0.0230778601
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	373	-81.60300	24.94217	mg/L	-1.558250e-04	61	0.007267477	0.00063065	0.03326591	0.9126127	NA	0.1410681009
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	374	-81.61083	24.85883	mg/L	-3.242378e-04	60	0.008560629	0.00108649	0.02941932	0.8289188	-3.242378e-04	0.0234853882
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	375	-81.61783	24.77567	mg/L	-2.747342e-04	61	0.008832478	0.00103474	0.06642677	1.0652002	-2.747342e-04	0.0261697592
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	376	-81.43833	24.84333	mg/L	-6.750000e-08	61	0.007671145	0.00096856	0.02738310	0.7391932	NA	1.0000000000
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	377	-81.43167	24.93500	mg/L	-3.085740e-04	61	0.008199306	0.00135703	0.06397560	1.2464793	-3.085740e-04	0.0284138241
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	378	-81.41583	25.01667	mg/L	-2.247625e-04	61	0.007726795	0.00143569	0.03768450	0.9233094	NA	0.0915266866
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	379	-81.40883	25.10000	mg/L	-5.658714e-05	60	0.007155690	0.00137896	0.02339119	0.7213773	NA	0.7923014737
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	380	-81.40000	25.18333	mg/L	1.816200e-04	60	0.008796285	0.00115555	0.03540641	0.7544378	NA	0.4689805137
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	381	-81.39500	25.26667	mg/L	-7.005000e-05	61	0.008665151	0.00068913	0.04071888	0.8272163	NA	0.7951724739
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	382	-81.38667	25.35000	mg/L	-1.402486e-04	60	0.011172003	0.00066532	0.06372348	1.0650137	NA	0.4617749552
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	383	-81.37783	25.43250	mg/L	1.276640e-04	61	0.009820836	0.00098047	0.04368690	0.9171949	NA	0.1897114528
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	384	-81.37000	25.51550	mg/L	-1.532246e-04	59	0.008145656	0.00101549	0.03277323	0.7816706	NA	0.4741045628
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	385	-81.36317	25.60017	mg/L	-6.988600e-05	60	0.009677572	0.00087542	0.04286295	0.8050438	NA	0.6476458861
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	386	-81.34050	25.55550	mg/L	-1.766568e-04	61	0.009708557	0.00119057	0.04220996	0.8246660	NA	0.3793548564
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	387	-81.31683	25.50883	mg/L	-1.477828e-04	61	0.011086763	0.00224299	0.04893420	0.8892465	NA	0.4941436192
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	388	-81.29700	25.42500	mg/L	-3.613350e-04	61	0.010993690	0.00169902	0.05302585	0.9683041	NA	0.0547361373
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	389	-81.27700	25.34167	mg/L	-9.914625e-05	61	0.009158111	0.00152888	0.03589287	0.7996769	NA	0.5891443622
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	390	-81.26017	25.26000	mg/L	-2.639388e-04	61	0.012485557	0.00176808	0.06621667	0.9683249	NA	0.1051830668
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	391	-81.23867	25.17500	mg/L	-4.205533e-04	60	0.010891859	0.00140621	0.04086455	0.8537556	NA	0.0632299476
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	392	-81.24833	25.09167	mg/L	-1.820203e-04	60	0.009748303	0.00170972	0.05123429	1.0172653	NA	0.0979393131
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	393	-81.25333	25.00833	mg/L	-3.954740e-04	61	0.010481522	0.00104198	0.07878769	1.1867510	-3.954740e-04	0.0021160921
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	394	-81.26000	24.92500	mg/L	-4.118900e-04	61	0.010794934	0.00194343	0.13919158	1.6965728	-4.118900e-04	0.0045768202
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	395	-81.19167	24.87833	mg/L	-4.168033e-04	60	0.011834909	0.00137068	0.12725087	1.4761025	NA	0.0940261274
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	396	-81.12833	24.83333	mg/L	-7.003750e-06	59	0.008520832	0.00108552	0.03609553	0.7722002	NA	1.0000000000
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	397	-81.11833	24.91667	mg/L	-3.319600e-04	60	0.011564719	0.00237834	0.10981253	1.4155327	-3.319600e-04	0.0232697671
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	398	-81.11000	25.00000	mg/L	-4.688700e-04	59	0.012890920	0.00159249	0.10591726	1.4034836	-4.688700e-04	0.0036346893
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	399	-81.09933	25.08333	mg/L	-5.094333e-04	61	0.015642143	0.00214552	0.10707282	1.0550512	NA	0.1051830668
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	400	-80.30640	25.10730	mg/L	-8.651431e-05	173	0.008442819	0.00043400	0.07287543	1.2485737	-8.651431e-05	0.0239251477
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	401	-80.62200	24.85300	mg/L	-7.745106e-05	177	0.008089190	0.00089737	0.06287547	1.1773010	NA	0.1401725078
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	402	-81.11200	24.63000	mg/L	-4.309063e-05	168	0.007242726	0.00058800	0.06056252	0.9518055	NA	0.4434219703
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	403	-81.70000	24.48300	mg/L	-1.224964e-05	175	0.008003951	0.00078400	0.03627736	0.8076147	NA	0.8053767019
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	404	-82.89500	24.64133	mg/L	-9.026050e-04	30	0.008116607	0.00140472	0.04194639	0.9879312	NA	0.2455572809
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	500	-80.43346	25.08535	mg/L	8.925675e-04	39	0.017230808	0.00155400	0.07328440	1.1353758	NA	0.2760823219
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	501	-80.43421	25.11052	mg/L	-2.493720e-03	37	0.048768648	0.00478800	0.12565000	0.6440592	NA	0.6631469955
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	502	-80.62067	24.92650	mg/L	3.135200e-04	34	0.014741330	0.00225400	0.06441056	0.9586738	NA	0.6365702710
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	503	-80.63477	24.92050	mg/L	7.830200e-04	36	0.022808976	0.00333396	0.06500200	0.6759177	NA	0.8362824455
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	504	-81.04337	24.72254	mg/L	1.306433e-04	36	0.024138099	0.00422800	0.04991000	0.4892672	NA	0.9175583451
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	505	-81.10071	24.71207	mg/L	-5.328930e-04	35	0.014533181	0.00285600	0.03255350	0.5779692	NA	0.4485873507
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	506	-81.38327	24.65941	mg/L	-1.032500e-03	36	0.023099217	0.00330400	0.05539800	0.5901509	NA	0.2016769536
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	507	-81.35463	24.69309	mg/L	-3.099425e-04	35	0.021966390	0.00026600	0.09818508	0.8614484	NA	0.7007504986
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	508	-81.76014	24.57375	mg/L	-5.319850e-04	36	0.019582643	0.00452200	0.05667200	0.5811594	NA	0.2372811480
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	509	-81.74941	24.55229	mg/L	-7.635238e-04	35	0.012520901	0.00067200	0.05469800	0.7272870	NA	0.1284081884