Nitrogen, organic 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, organic"

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	-1.947958e-03	189	0.1351626	0.01846128	0.5010243	0.5984886	-0.001947958	7.402693e-03
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	201	-80.16500	25.51000	mg/L	-1.459565e-03	195	0.1385909	0.01440456	0.3851483	0.4669649	-0.001459565	2.052132e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	202	-80.15010	25.49380	mg/L	1.515198e-04	130	0.1471561	0.02216741	0.5522233	0.5368673	NA	9.176988e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	203	-80.11768	25.48053	mg/L	-1.344528e-03	131	0.1183346	0.00940300	0.4366380	0.6098052	NA	9.365582e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	204	-80.19553	25.43082	mg/L	-1.569487e-03	194	0.1423461	0.00494266	0.5356408	0.5395436	-0.001569487	2.511778e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	205	-80.18200	25.42798	mg/L	2.269758e-03	127	0.1514363	0.02713819	0.5303148	0.6132243	NA	1.415092e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	206	-80.14300	25.41497	mg/L	-9.029271e-04	193	0.1252283	0.02489639	0.5421326	0.6231725	NA	8.601652e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	207	-80.21508	25.36443	mg/L	-1.518721e-03	98	0.1423463	0.02582326	0.5166888	0.5246752	NA	1.506385e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	208	-80.20052	25.35918	mg/L	3.548863e-03	128	0.1476701	0.01820757	0.4405226	0.5269616	0.003548863	2.987434e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	209	-81.72272	24.58570	mg/L	-1.495701e-03	101	0.2306401	0.01443020	0.5484270	0.4505770	NA	2.216830e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	210	-80.16360	25.32500	mg/L	-9.294617e-04	192	0.1246588	0.00954660	0.4594659	0.6157912	NA	1.042952e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	211	-80.26165	25.30788	mg/L	-1.119285e-03	194	0.1540540	0.00318806	0.7370701	0.4899513	-0.001119285	3.630070e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	212	-80.24542	25.29452	mg/L	-8.580917e-04	194	0.1333293	0.00876616	0.5893818	0.5691841	NA	6.484934e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	213	-80.18773	25.26312	mg/L	-3.674300e-04	194	0.1131401	0.00850403	0.4813458	0.5819162	NA	2.822013e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	214	-80.29918	25.24620	mg/L	-7.744679e-04	132	0.1449747	0.04917815	0.4360277	0.4399332	NA	1.488062e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	215	-80.28897	25.23667	mg/L	-1.326408e-03	137	0.1305109	0.03183344	0.5775045	0.5566777	-0.001326408	2.523930e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	216	-80.21700	25.22000	mg/L	-8.873747e-04	119	0.1250367	0.02219212	0.8675873	0.8485598	NA	4.021148e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	216i	-80.24425	25.20450	mg/L	1.697262e-02	15	0.1295609	0.07567779	0.2636061	0.3897194	NA	7.236736e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	217	-80.33985	25.17332	mg/L	-1.454710e-03	133	0.1410567	0.01450943	0.4525288	0.4857316	-0.001454710	1.946023e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	218	-80.29455	25.15897	mg/L	-9.072825e-04	129	0.1127699	0.00077919	0.3162533	0.5096854	NA	2.107375e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	219	-80.25800	25.14200	mg/L	-3.259433e-04	175	0.1191343	0.02002646	0.6583911	0.7245877	NA	6.286198e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	219i	-80.26477	25.12587	mg/L	1.788253e-02	18	0.1121698	0.06975337	0.1762264	0.2620607	NA	5.023350e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	220	-80.37342	25.11355	mg/L	-1.389394e-03	196	0.1388375	0.00488359	0.5042761	0.4814264	-0.001389394	1.493443e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	221	-80.36088	25.11025	mg/L	3.332908e-03	130	0.1454926	0.03455158	0.4781016	0.4904495	0.003332908	4.218001e-03
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	222	-80.31277	25.07237	mg/L	-1.244417e-03	191	0.1156306	0.00000000	0.3833742	0.5266916	-0.001244417	3.212808e-03
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	223	-80.42312	25.06018	mg/L	-2.700885e-03	129	0.1333309	0.01187721	0.3690614	0.5008529	-0.002700885	5.100588e-04
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	224	-80.39527	25.03082	mg/L	-2.668075e-03	130	0.1186541	0.00391633	0.3154033	0.4849934	-0.002668075	2.182685e-04
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	225	-80.36740	25.01700	mg/L	-1.961095e-03	172	0.1251035	0.00000000	0.4729780	0.5542723	-0.001961095	2.773699e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	225i	-80.37000	25.00667	mg/L	-1.925922e-02	18	0.1124478	0.07446720	0.1619259	0.2779580	NA	1.477984e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	226	-80.50148	25.00840	mg/L	-1.600027e-03	138	0.1661500	0.01432310	1.2028235	0.6859060	NA	6.502967e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	227	-80.47490	25.00167	mg/L	-1.624213e-03	188	0.1429130	0.00045885	0.4093640	0.5076486	-0.001624213	2.542671e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	228	-80.45000	24.97667	mg/L	-1.101714e-03	192	0.1316150	0.00274775	0.4681552	0.6167009	NA	7.584150e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	229	-80.56218	24.95012	mg/L	-1.322468e-03	100	0.1698726	0.01550754	0.5813613	0.5651491	NA	1.942860e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	230	-80.55162	24.93965	mg/L	-2.104480e-03	196	0.1457485	0.00000000	0.5355915	0.5472669	-0.002104480	4.865443e-03
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	231	-80.50300	24.92500	mg/L	-2.662446e-03	177	0.1304639	0.00000000	0.5883399	0.6083610	-0.002662446	1.023049e-03
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	231i	-80.51533	24.91750	mg/L	-3.221327e-02	18	0.1225701	0.05462613	0.1966776	0.3464146	NA	6.294859e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	232	-80.59852	24.92703	mg/L	-2.566145e-03	137	0.1790763	-0.00592777	1.9056754	1.0271788	-0.002566145	2.554167e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	233	-80.58238	24.90185	mg/L	1.756538e-03	129	0.1590269	0.03452491	0.6883841	0.6211174	NA	4.683283e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	234	-80.56697	24.86277	mg/L	5.472287e-04	127	0.1427123	0.00072531	0.7248692	0.7068537	NA	8.383112e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	235	-80.66865	24.87123	mg/L	-2.245932e-03	138	0.1838345	-0.00486046	1.9038381	1.0485101	-0.002245932	4.059722e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	236	-80.66240	24.85970	mg/L	1.809149e-03	126	0.1834059	0.03941934	1.1833019	0.8563494	NA	5.721523e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	237	-80.64907	24.83265	mg/L	-2.343324e-03	193	0.1306374	0.00000000	0.5952093	0.6322357	-0.002343324	6.726073e-04
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	238	-80.74683	24.83442	mg/L	-3.078785e-03	103	0.1931349	0.01853871	0.5970918	0.6154796	NA	5.092057e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	239	-80.71620	24.80223	mg/L	-2.357213e-03	190	0.1386196	0.00376869	0.5147183	0.6645327	-0.002357213	4.582879e-03
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	240	-80.70570	24.78453	mg/L	2.888318e-03	130	0.1472649	0.00532318	0.5165132	0.5774764	NA	1.066115e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	241	-80.80890	24.80247	mg/L	-8.800319e-04	100	0.1882406	0.02496939	0.4835352	0.5143852	NA	5.681151e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	242	-80.81225	24.79150	mg/L	-2.126648e-03	201	0.1708975	0.02330485	0.5849760	0.5241541	-0.002126648	1.033406e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	243	-80.78333	24.74500	mg/L	-2.479800e-03	168	0.1365173	0.00000000	0.3912746	0.5493524	-0.002479800	3.397166e-03
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	243i	-80.79348	24.72935	mg/L	2.263127e-02	17	0.1272818	0.05305869	0.2353826	0.3765103	NA	8.501067e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	244	-80.86333	24.79333	mg/L	-2.245721e-03	187	0.1810514	0.02600246	0.5984275	0.5071074	-0.002245721	1.942006e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	244i	-80.89945	24.77095	mg/L	NA	8	0.1906736	0.08204103	0.4003180	0.5559867	NA	NA
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	245	-80.86167	24.76167	mg/L	-1.473789e-03	119	0.1852909	0.03177778	0.7377296	0.5603200	NA	4.492758e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	246	-80.85813	24.71317	mg/L	-2.191341e-03	185	0.1284906	0.01206542	0.3517868	0.5066827	-0.002191341	2.466246e-03
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	247	-81.01115	24.71318	mg/L	-1.159482e-03	133	0.1767588	0.03146902	0.5051744	0.4674786	NA	2.157951e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	248	-80.96667	24.69167	mg/L	-3.405475e-04	167	0.1374424	0.01272746	0.3794068	0.5428085	NA	6.828682e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	248i	-80.98310	24.68392	mg/L	-1.898759e-02	16	0.1658201	0.08304490	0.2608980	0.3001974	NA	8.230633e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	249	-80.95830	24.67500	mg/L	-5.691692e-04	161	0.1288766	0.01298647	0.5301964	0.6040107	NA	6.031820e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	249i	-80.97762	24.66560	mg/L	3.892612e-02	17	0.1284681	0.08067859	0.1891955	0.2609965	NA	4.532547e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	250	-81.18245	24.69193	mg/L	-5.588000e-05	132	0.1702864	0.03399524	0.5893500	0.4253479	NA	9.521556e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	251	-81.16508	24.64502	mg/L	-8.434036e-05	124	0.1627966	0.05402399	0.4469346	0.4244487	NA	9.480173e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	252	-81.15442	24.60693	mg/L	-9.152710e-04	185	0.1408772	0.00923054	0.6392329	0.7515741	NA	8.656757e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	253	-81.30723	24.64537	mg/L	-2.259145e-04	101	0.1769672	0.04944103	0.5114280	0.4496797	NA	9.296086e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	254	-81.26502	24.65792	mg/L	-1.035522e-03	97	0.1694672	0.02565147	0.4310682	0.4322302	NA	3.030523e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	255	-81.24308	24.62168	mg/L	-1.715294e-03	183	0.1485042	0.01309701	0.4414047	0.4754566	-0.001715294	2.068392e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	256	-81.23408	24.58497	mg/L	-1.096190e-03	184	0.1326125	0.00427650	0.5485132	0.6306033	NA	6.840025e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	257	-81.33732	24.63333	mg/L	-5.536056e-03	63	0.1989422	0.05480906	0.4002915	0.3992648	NA	1.203848e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	258	-81.32422	24.59323	mg/L	1.686859e-03	123	0.1691136	0.03832726	0.4307058	0.5209858	NA	4.006593e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	259	-81.32167	24.57037	mg/L	-1.148230e-03	191	0.1468529	0.01014858	0.8349956	0.7382650	NA	2.219522e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	260	-81.41662	24.62550	mg/L	-1.342290e-03	99	0.1902127	0.02590184	0.7574084	0.5407688	NA	4.241674e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	261	-81.50000	24.58333	mg/L	5.324450e-05	119	0.1644418	0.06074774	0.4989076	0.4306675	NA	9.816128e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	261i	-81.41487	24.60065	mg/L	NA	4	0.1875901	0.11668922	0.2739407	0.3892226	NA	NA
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	262	-81.41887	24.58618	mg/L	-2.161203e-03	123	0.1789537	0.03483245	0.7029777	0.5475166	NA	1.478447e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	263	-81.39742	24.54843	mg/L	-4.802250e-04	187	0.1467618	0.00516529	0.6224431	0.6774650	NA	5.291839e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	264	-80.45947	24.94677	mg/L	-1.035158e-03	183	0.1176907	0.00000000	0.3728734	0.5705188	NA	5.490251e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	265	-81.08333	24.81667	mg/L	3.629222e-03	64	0.2092630	0.04093206	0.5596526	0.4468963	NA	2.658855e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	266	-81.50527	24.61105	mg/L	-1.137920e-03	99	0.1927850	0.05349018	0.6256836	0.4581819	NA	3.795892e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	267	-81.48730	24.53008	mg/L	-4.870489e-04	188	0.1509310	0.01452208	0.6205077	0.7720513	NA	4.118513e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	268	-81.57698	24.58782	mg/L	-9.316375e-04	134	0.1613698	-0.02136400	0.5037789	0.4780970	NA	2.112232e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	269	-81.55955	24.55943	mg/L	-1.237355e-03	194	0.1743045	0.01644968	2.9818750	1.4797785	NA	1.816833e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	270	-81.56432	24.52162	mg/L	-4.439786e-04	189	0.1550871	0.01591687	0.9320539	0.9083920	NA	6.623255e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	271	-81.66667	24.55667	mg/L	-1.210249e-04	198	0.1720545	0.02451198	0.8405262	0.6223074	NA	9.109304e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	272	-81.65433	24.50548	mg/L	-5.672833e-04	190	0.1473452	0.01367402	0.7275112	0.6150288	NA	4.217200e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	273	-81.65710	24.49290	mg/L	8.210595e-05	179	0.1393532	0.00832762	0.9484709	0.7244150	NA	8.667933e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	273i	-81.65048	24.49103	mg/L	-9.194763e-03	18	0.1367449	0.09440565	0.1937477	0.2536283	NA	7.841912e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	274	-81.75000	24.54167	mg/L	1.945069e-03	127	0.1745333	0.01952734	0.7410080	0.5482871	NA	3.503074e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	275	-81.74422	24.52143	mg/L	-1.074778e-03	195	0.1537383	0.00788499	0.7793383	0.6229175	NA	1.010324e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	276	-81.73742	24.47538	mg/L	-1.542704e-03	194	0.1460062	0.00000000	0.9571392	0.8199591	NA	6.639661e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	277	-81.82110	24.51762	mg/L	2.193141e-03	126	0.1719596	0.00092230	0.9039853	0.6248551	NA	5.829378e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	278	-81.81895	24.49862	mg/L	-5.160546e-04	194	0.1745433	0.01230567	1.1616848	1.0489285	NA	4.287573e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	279	-81.81297	24.45803	mg/L	4.495809e-03	126	0.1723674	0.00097344	0.7489934	0.7991746	0.004495809	1.330171e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	280	-81.84365	24.45363	mg/L	-1.423567e-03	196	0.1420557	0.00670222	1.2376631	0.9213497	-0.001423567	1.415868e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	281	-81.89167	24.49500	mg/L	5.474255e-04	190	0.1624473	0.01329910	0.6108912	0.6541586	NA	6.215264e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	282	-80.88500	24.86667	mg/L	4.014520e-04	98	0.2603211	0.03055900	1.2613833	0.6571424	NA	9.283586e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	283	-81.00000	24.90000	mg/L	-8.893550e-04	63	0.2325920	0.03094371	1.0035998	0.6083302	NA	7.654070e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	284	-80.95833	24.87667	mg/L	-7.601563e-05	96	0.2395266	0.02600866	0.7323848	0.5596099	NA	1.000000e+00
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	285	-80.92028	24.80998	mg/L	-4.922325e-04	98	0.2071336	0.00548007	0.7643784	0.5168308	NA	7.233279e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	286	-80.92395	24.78333	mg/L	-2.140907e-03	63	0.2039765	0.04456057	0.7833303	0.5201848	NA	5.372734e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	287	-81.00833	24.84667	mg/L	1.457064e-03	99	0.2235560	0.02558031	0.8166721	0.5191834	NA	3.020282e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	288	-81.08333	24.88333	mg/L	1.414137e-03	97	0.2118077	0.01628345	0.9467625	0.5104319	NA	2.838431e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	289	-81.03300	24.77775	mg/L	5.011262e-04	101	0.2204236	0.02703699	0.8938239	0.5776885	NA	8.213391e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	290	-81.21623	24.86267	mg/L	-2.314380e-04	93	0.1994071	0.00138216	0.9804223	0.5863037	NA	7.487740e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	291	-81.14678	24.81682	mg/L	-5.709111e-04	96	0.2146133	0.04736200	0.9691742	0.6399946	NA	7.389212e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	292	-81.11248	24.76312	mg/L	7.208175e-04	100	0.2193658	0.01886030	1.2165244	0.6892825	NA	5.699053e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	293	-81.10930	24.73753	mg/L	6.003716e-03	65	0.2164359	0.01415640	0.7614665	0.5872206	0.006003716	4.903683e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	294	-81.17218	24.75550	mg/L	7.066888e-04	99	0.2059552	0.04243024	0.6722545	0.5363692	NA	7.266536e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	295	-81.35123	24.85163	mg/L	-6.640776e-04	93	0.2071684	0.02594211	0.7999605	0.5293511	NA	5.279819e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	296	-81.28908	24.79152	mg/L	9.627902e-04	95	0.2199421	0.04320661	0.8841378	0.4951946	NA	4.642143e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	297	-81.21118	24.74077	mg/L	1.808404e-03	65	0.2140805	0.02581457	0.6785081	0.5153194	NA	6.839980e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	298	-81.43112	24.84085	mg/L	-2.794193e-03	64	0.2137897	0.03743110	0.8587546	0.6099785	NA	1.182123e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	299	-81.34182	24.68737	mg/L	-5.103972e-03	65	0.2259493	0.07195022	0.9489536	0.5307459	NA	5.401870e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	300	-81.30923	24.70882	mg/L	-3.293205e-03	65	0.2176234	0.05706708	0.9237521	0.5778454	NA	2.797196e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	301	-81.39665	24.77258	mg/L	-1.089157e-03	99	0.2027973	0.01378300	0.9977278	0.5367198	NA	2.322826e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	302	-81.48227	24.80128	mg/L	-1.680911e-03	97	0.1875044	0.04351201	0.8010919	0.5228004	NA	1.413814e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	303	-81.39198	24.69242	mg/L	-3.616248e-03	62	0.2614832	0.04502057	0.9955991	0.6527496	NA	6.436139e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	304	-81.45157	24.71220	mg/L	-4.219644e-03	64	0.2347030	0.04573745	1.0165631	0.5987237	NA	5.053572e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	305	-81.55500	24.76852	mg/L	-2.002566e-03	97	0.2063715	0.03261766	0.9308955	0.7779917	NA	2.888444e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	306	-81.59247	24.73770	mg/L	1.271024e-04	64	0.2046529	0.02558780	0.7601207	0.5719846	NA	9.522889e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	307	-81.52052	24.72503	mg/L	-1.688788e-03	97	0.2037255	0.04162101	0.5116754	0.4103354	NA	1.379929e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	308	-81.48820	24.69430	mg/L	-4.520023e-03	65	0.2331240	0.00673656	0.9790738	0.5586637	NA	8.021651e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	309	-81.68318	24.69772	mg/L	-1.113108e-03	98	0.1860937	0.05020514	0.7223048	0.4938094	NA	4.180817e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	310	-81.63265	24.65752	mg/L	-9.587621e-04	101	0.2139742	0.06958638	0.8019768	0.4688314	NA	4.772597e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	311	-81.65008	24.61762	mg/L	-2.462029e-03	64	0.2285736	0.04522929	1.0256388	0.6038898	NA	2.176021e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	312	-81.76343	24.65978	mg/L	-1.370054e-03	97	0.1705481	0.02710048	0.5545070	0.4954150	NA	1.370759e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	313	-81.73210	24.64157	mg/L	-3.140646e-03	63	0.2102923	0.00887170	0.6513935	0.5415058	NA	2.764215e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	314	-81.43578	24.75043	mg/L	-3.228531e-03	99	0.2241555	0.05325501	0.9954078	0.5294197	-0.003228531	7.292677e-03
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	315	-81.82827	24.63325	mg/L	-1.725329e-03	95	0.1651058	0.03382717	0.4170883	0.4611240	NA	1.254863e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	316	-81.80240	24.58577	mg/L	-2.343350e-03	98	0.1752745	0.04219539	0.4804876	0.5157770	-0.002343350	4.888954e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	317	-81.78833	24.57500	mg/L	-1.703064e-03	101	0.1913188	0.04607646	0.7317148	0.5048546	NA	9.390150e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	318	-81.90467	24.65083	mg/L	2.592861e-04	180	0.1803507	0.03380544	1.3413481	0.7346223	NA	9.126843e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	319	-82.07133	24.62900	mg/L	-5.815375e-04	187	0.1622873	0.03141602	0.7961478	0.6125071	NA	5.743220e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	320	-82.96667	24.65167	mg/L	2.541694e-03	122	0.1455901	0.01604643	0.3700817	0.5589882	NA	2.144785e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	320i	-82.06033	24.58600	mg/L	NA	4	0.1353783	0.10674796	0.1566565	0.1669533	NA	NA
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	321	-82.94000	24.64167	mg/L	3.227213e-03	123	0.1476425	0.02121124	0.4994638	0.5778498	0.003227213	3.208571e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	321i	-82.02833	24.55000	mg/L	NA	4	0.1896441	0.15538306	0.2164983	0.1566668	NA	NA
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	322	-81.98167	24.45833	mg/L	9.253319e-04	190	0.1427141	0.02024860	0.6061960	0.6883523	NA	4.204527e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	323	-82.17000	24.70500	mg/L	2.547947e-03	130	0.1707422	0.03021087	0.6023683	0.5214418	NA	9.552959e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	324	-82.15833	24.65333	mg/L	-1.851615e-03	192	0.1500229	0.02443750	0.6937812	0.5562571	-0.001851615	2.819529e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	325	-82.10000	24.54167	mg/L	-1.137453e-03	191	0.1560295	0.02760190	0.5991722	0.5904270	NA	2.914989e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	326	-82.25000	24.70833	mg/L	1.343947e-03	129	0.1604320	0.02659982	0.3779736	0.4780951	NA	3.283610e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	327	-82.22333	24.61667	mg/L	2.799780e-03	130	0.1623717	0.02664753	0.3896249	0.4800320	NA	1.861539e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	328	-82.22400	24.45400	mg/L	6.659706e-04	194	0.1201297	0.00415660	0.5408025	0.6277010	NA	3.936947e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	329	-82.54167	24.71667	mg/L	5.264983e-03	121	0.1500082	0.01829557	0.5264415	0.6144724	0.005264983	3.187839e-04
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	329i	-82.33667	24.69667	mg/L	NA	4	0.1710978	0.14226585	0.2088777	0.1623253	NA	NA
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	330	-82.37400	24.66533	mg/L	1.852219e-03	194	0.1318796	0.02177176	0.4543918	0.5925577	NA	1.443274e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	331	-82.28767	24.50683	mg/L	5.436402e-03	129	0.1574014	0.02027126	0.6233622	0.6918565	0.005436402	2.250208e-03
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	332	-82.36733	24.53550	mg/L	1.133172e-03	194	0.1317954	0.02337358	0.5539038	0.6424884	NA	2.011947e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	333	-82.49133	24.57717	mg/L	8.444624e-04	187	0.1314218	0.00738765	0.5521875	0.6225152	NA	3.771168e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	334	-82.45033	24.51217	mg/L	4.579255e-03	128	0.1478237	0.01759680	0.7069620	0.6408560	0.004579255	8.472471e-03
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	335	-82.38317	24.46083	mg/L	1.176283e-03	192	0.1323577	0.00463149	0.7861206	0.7168221	NA	2.167983e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	336	-82.64633	24.65483	mg/L	4.181569e-03	129	0.1438225	0.01746800	0.4231070	0.5683766	0.004181569	9.046610e-03
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	337	-82.58783	24.59133	mg/L	1.089343e-03	191	0.1248781	0.00540219	0.6666444	0.6353065	NA	1.715930e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	338	-82.87700	24.63680	mg/L	4.158390e-03	123	0.1569303	0.02459594	0.6871467	0.7609450	0.004158390	3.251184e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	338i	-82.54517	24.56683	mg/L	NA	2	0.1240451	0.10508590	0.1430044	0.2161505	NA	NA
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	339	-82.51083	24.42833	mg/L	4.000361e-03	128	0.1628366	0.01108722	0.9160155	0.8195455	0.004000361	2.385148e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	340	-82.65333	24.48500	mg/L	4.559765e-03	128	0.1603488	0.02466171	0.6790249	0.7272868	0.004559765	1.510366e-03
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	341	-82.88333	24.69833	mg/L	4.577768e-03	123	0.1676367	0.03533965	1.3530090	0.8934438	0.004577768	3.350305e-03
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	341i	-82.59450	24.44717	mg/L	NA	3	0.1305081	0.11174407	0.1587351	0.1906680	NA	NA
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	342	-82.74567	24.70600	mg/L	6.622934e-03	123	0.1590195	0.03129993	0.5412037	0.6798642	0.006622934	5.472205e-05
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	343	-82.85500	24.75500	mg/L	6.069892e-03	122	0.1579885	0.03327788	0.6032102	0.7504444	0.006069892	2.957081e-04
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	344	-82.80500	24.56333	mg/L	5.794050e-03	126	0.1623447	0.02656381	0.7166942	0.8329593	0.005794050	1.661043e-05
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	345	-82.70467	24.37900	mg/L	6.641821e-03	129	0.1589874	0.01416718	0.9460553	0.8421591	0.006641821	2.093091e-04
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	346	-83.08333	24.66667	mg/L	5.646307e-03	126	0.1415511	0.00827077	0.4995573	0.6524046	0.005646307	2.347166e-04
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	347	-82.99667	24.65400	mg/L	4.898671e-03	124	0.1425574	0.02607505	0.5850534	0.6884580	0.004898671	3.220968e-04
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	348	-82.85500	24.64167	mg/L	4.985372e-03	121	0.1449467	0.02498914	0.7351810	0.7475342	0.004985372	1.659355e-03
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	348i	-82.85333	24.52833	mg/L	NA	4	0.1257273	0.08773890	0.1585531	0.2703312	NA	NA
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	349	-82.93113	24.63795	mg/L	4.146840e-03	124	0.1443877	0.02265639	0.5651593	0.6541016	0.004146840	9.194100e-03
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	349i	-83.00000	24.55000	mg/L	NA	2	0.1741783	0.10337989	0.2449767	0.5748366	NA	NA
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	350	-82.86667	24.45000	mg/L	5.236873e-03	129	0.1612730	0.02046512	0.6931251	0.7854069	0.005236873	7.811538e-04
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	351	-81.79167	24.69167	mg/L	-3.863442e-03	61	0.1962237	0.05141830	0.6610186	0.5654063	-0.003863442	3.854932e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	352	-81.78300	24.77583	mg/L	-1.810804e-03	60	0.1956146	0.06127506	0.8440789	0.6111929	NA	7.800899e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	353	-81.77667	24.85833	mg/L	-2.108903e-03	60	0.1840422	0.05655136	0.8370896	0.6676321	NA	5.252861e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	354	-81.76867	24.94133	mg/L	-5.859279e-04	60	0.1865615	0.05102172	0.7550793	0.5928647	NA	8.341349e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	355	-81.76250	25.02467	mg/L	-3.002610e-04	61	0.1765214	0.04782488	0.6914479	0.5590440	NA	9.467188e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	356	-81.75383	25.10767	mg/L	-2.834400e-04	61	0.1841664	0.03699980	0.6517221	0.5974800	NA	9.462372e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	357	-81.74533	25.19117	mg/L	-4.836717e-04	60	0.1775141	0.04405909	0.5538791	0.5086548	NA	9.438031e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	358	-81.73817	25.27467	mg/L	-1.165981e-03	61	0.2005508	0.04295176	1.0214441	0.7000703	NA	6.369059e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	359	-81.73000	25.35833	mg/L	-5.523429e-04	59	0.1881433	0.04933866	0.4838217	0.4629460	NA	9.157396e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	360	-81.72100	25.44117	mg/L	1.753842e-03	59	0.1910490	0.04848631	0.4224177	0.4466027	NA	8.645140e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	361	-81.71500	25.52467	mg/L	-1.989824e-03	58	0.1962309	0.05117826	0.6063275	0.4884484	NA	8.025873e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	362	-81.70667	25.60867	mg/L	-5.363843e-05	59	0.2017611	0.04764748	0.4742344	0.4390167	NA	1.000000e+00
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	363	-81.69833	25.69200	mg/L	2.461522e-04	59	0.2223155	0.04825077	0.5517774	0.4604540	NA	9.184562e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	364	-81.53333	25.69167	mg/L	9.525382e-04	60	0.2489710	0.05599926	0.5109977	0.4189793	NA	8.927182e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	365	-81.53933	25.60850	mg/L	2.284475e-03	60	0.2291793	0.04991183	0.4211931	0.4296637	NA	6.857741e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	366	-81.54883	25.52600	mg/L	7.798400e-04	59	0.2098256	0.03727823	0.5375368	0.4757343	NA	6.289951e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	367	-81.55500	25.44250	mg/L	1.050297e-03	59	0.2015636	0.03502051	0.4285803	0.4573052	NA	8.902084e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	368	-81.56333	25.35850	mg/L	-1.419568e-03	61	0.2000884	0.03240499	0.4482211	0.4693704	NA	7.873672e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	369	-81.57200	25.27550	mg/L	-1.676517e-04	61	0.2030919	0.03581546	0.6343042	0.5236152	NA	9.462372e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	370	-81.57917	25.19183	mg/L	1.112037e-03	61	0.1905640	0.03043766	0.4300995	0.4851096	NA	7.359934e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	371	-81.58683	25.10833	mg/L	1.144231e-03	60	0.1877045	0.02784467	0.3931730	0.4439853	NA	8.623812e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	372	-81.59533	25.02500	mg/L	4.216216e-03	61	0.1892180	0.02805886	0.4248895	0.4795729	NA	1.415048e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	373	-81.60300	24.94217	mg/L	3.290792e-03	61	0.2004985	0.03184212	0.7621036	0.5641114	NA	2.849598e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	374	-81.61083	24.85883	mg/L	1.369743e-03	60	0.1946015	0.03293909	0.4407424	0.4571545	NA	8.128986e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	375	-81.61783	24.77567	mg/L	1.018382e-03	61	0.2083422	0.03217600	0.7131984	0.5736033	NA	7.507360e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	376	-81.43833	24.84333	mg/L	4.302905e-03	61	0.2170443	0.02614189	0.5157872	0.4381600	NA	1.515338e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	377	-81.43167	24.93500	mg/L	2.339631e-03	61	0.2065845	0.02202460	0.4193729	0.4069373	NA	4.135095e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	378	-81.41583	25.01667	mg/L	3.768017e-04	61	0.2036270	0.02006452	0.7253861	0.5062338	NA	7.455597e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	379	-81.40883	25.10000	mg/L	2.960629e-04	60	0.2196376	0.02417317	1.0403015	0.6338346	NA	8.434422e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	380	-81.40000	25.18333	mg/L	3.936300e-03	60	0.2171148	0.02304650	0.8104629	0.5448989	NA	1.668345e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	381	-81.39500	25.26667	mg/L	7.495238e-04	61	0.2256595	0.02883461	0.6178308	0.5134739	NA	8.967247e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	382	-81.38667	25.35000	mg/L	-1.539500e-05	59	0.2175763	0.02705557	0.5387384	0.4629578	NA	1.000000e+00
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	383	-81.37783	25.43250	mg/L	8.572574e-04	60	0.2188563	0.03449496	0.5485174	0.4811578	NA	8.265668e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	384	-81.37000	25.51550	mg/L	-1.846362e-04	58	0.2269504	0.03271178	0.4209643	0.4288645	NA	1.000000e+00
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	385	-81.36317	25.60017	mg/L	5.737550e-04	60	0.2471674	0.03012239	0.4559138	0.4009754	NA	8.961064e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	386	-81.34050	25.55550	mg/L	1.351267e-04	60	0.2528673	0.03022341	0.7331213	0.5059429	NA	9.479425e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	387	-81.31683	25.50883	mg/L	9.516444e-04	60	0.2494406	0.02711028	0.6851787	0.4656721	NA	7.440812e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	388	-81.29700	25.42500	mg/L	-1.301705e-03	60	0.2464536	0.03317339	0.7181297	0.5025727	NA	8.961064e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	389	-81.27700	25.34167	mg/L	-2.125980e-04	60	0.2371674	0.09034717	0.6900415	0.4365803	NA	8.921069e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	390	-81.26017	25.26000	mg/L	1.035215e-03	60	0.2537903	0.06528260	0.9576154	0.5474762	NA	7.345369e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	391	-81.23867	25.17500	mg/L	-3.268390e-03	60	0.2557457	0.05330413	0.7555897	0.5670655	NA	4.372753e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	392	-81.24833	25.09167	mg/L	-4.231544e-03	60	0.2302756	0.04694477	0.5861464	0.4906605	NA	2.951021e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	393	-81.25333	25.00833	mg/L	-1.899150e-03	61	0.2236045	0.04982396	0.8345740	0.5825730	NA	4.577209e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	394	-81.26000	24.92500	mg/L	-4.146721e-03	61	0.2131217	0.03541695	0.7361911	0.5425492	NA	1.204901e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	395	-81.19167	24.87833	mg/L	-3.823951e-03	60	0.2134311	0.04508222	0.6534932	0.5269403	NA	2.952922e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	396	-81.12833	24.83333	mg/L	-2.401302e-03	59	0.2396484	0.05695254	0.8884503	0.6307794	NA	4.781216e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	397	-81.11833	24.91667	mg/L	-3.782074e-03	60	0.2363227	0.05897244	0.6459687	0.4905220	NA	3.643867e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	398	-81.11000	25.00000	mg/L	1.982333e-05	59	0.2351891	0.05565160	0.5951720	0.4445883	NA	1.000000e+00
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	399	-81.09933	25.08333	mg/L	-7.344010e-03	60	0.2526903	0.02839490	0.6130109	0.4541550	-0.007344010	1.641438e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	400	-80.30640	25.10730	mg/L	-1.939574e-03	172	0.1285194	-0.00069017	0.5897053	0.7289162	-0.001939574	7.469153e-03
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	401	-80.62200	24.85300	mg/L	-2.719357e-03	176	0.1316399	0.01572476	0.5600397	0.6375161	-0.002719357	1.547915e-03
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	402	-81.11200	24.63000	mg/L	-9.095295e-04	167	0.1497242	0.00773181	0.9224410	0.7382605	NA	2.269058e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	403	-81.70000	24.48300	mg/L	-2.129099e-03	175	0.1366406	0.00849124	0.5923147	0.6599020	-0.002129099	1.515107e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	404	-82.89500	24.64133	mg/L	2.991004e-02	30	0.1850713	0.05405884	0.3563021	0.4593260	NA	4.214470e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	500	-80.43346	25.08535	mg/L	1.245587e-02	39	0.1879405	0.04546999	0.7705223	0.7926353	NA	9.232655e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	501	-80.43421	25.11052	mg/L	5.195297e-02	37	0.4724206	0.10675943	0.9948986	0.4503935	0.051952965	2.941631e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	502	-80.62067	24.92650	mg/L	9.092445e-03	34	0.1600171	0.05396261	0.4429382	0.5412310	NA	1.563372e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	503	-80.63477	24.92050	mg/L	1.474586e-02	36	0.2390002	0.04693080	0.4346555	0.3820522	0.014745864	3.878037e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	504	-81.04337	24.72254	mg/L	1.128113e-02	36	0.1948736	0.02481917	0.3658969	0.4334920	0.011281132	4.921932e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	505	-81.10071	24.71207	mg/L	5.857805e-03	35	0.1719050	0.05804820	0.3279985	0.3411060	NA	1.044190e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	506	-81.38327	24.65941	mg/L	1.323927e-02	36	0.1976664	0.06359944	0.6423860	0.5235748	NA	2.873331e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	507	-81.35463	24.69309	mg/L	1.734456e-02	35	0.3247003	0.13228549	0.6109188	0.3285289	0.017344555	2.111927e-02
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	508	-81.76014	24.57375	mg/L	7.268792e-03	36	0.1815656	0.08069058	0.2944394	0.2818198	NA	1.768108e-01
Florida Keys National Marine Sanctuary Water Quality Monitoring Project	509	-81.74941	24.55229	mg/L	9.981082e-03	35	0.1710589	0.07686520	0.2964100	0.3442749	0.009981082	1.973786e-02