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Water
dataRetrieval
Commits
d9e04986
Commit
d9e04986
authored
12 years ago
by
Laura A DeCicco
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Added function to get qw data from NWIS instead of water quality portal.
parent
4ea56060
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R/retrieveNWISqwData.r
+97
-0
97 additions, 0 deletions
R/retrieveNWISqwData.r
man/retrieveNWISqwData.Rd
+52
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52 additions, 0 deletions
man/retrieveNWISqwData.Rd
with
149 additions
and
0 deletions
R/retrieveNWISqwData.r
0 → 100644
+
97
−
0
View file @
d9e04986
#' Raw Data Import for USGS NWIS QW Data
#'
#' Imports data from NWIS web service. This function gets the data from here: \url{http://nwis.waterdata.usgs.gov/nwis/qwdata}
#' A list of parameter codes can be found here: \url{http://nwis.waterdata.usgs.gov/nwis/pmcodes/}
#' A list of statistic codes can be found here: \url{http://nwis.waterdata.usgs.gov/nwis/help/?read_file=stat&format=table}
#'
#' @param siteNumber string or vector of strings USGS site number. This is usually an 8 digit number
#' @param pCodes string or vector of USGS parameter code. This is usually an 5 digit number.
#' @param startDate string starting date for data retrieval in the form YYYY-MM-DD.
#' @param endDate string ending date for data retrieval in the form YYYY-MM-DD.
#' @keywords data import USGS web service
#' @return data dataframe with agency, site, dateTime, value, and code columns
#' @export
#' @examples
#' # These examples require an internet connection to run
#' siteNumber <- c('04024430','04024000')
#' startDate <- '2010-01-01'
#' endDate <- ''
#' pCodes <- c('34247', '30234','32104','34220')
#' rawNWISqwData <- retrieveNWISqwData(siteNumber,pCodes,startDate,endDate)
#' # To get data in Sample dataframe format:
#' data <- rawNWISqwData[,names(rawNWISqwData) != "site"]
#' data$dateTime <- as.Date(data$dateTime)
#' compressedData <- compressData(data, interactive=interactive)
#' Sample <- populateSampleColumns(compressedData)
retrieveNWISqwData
<-
function
(
siteNumber
,
pCodes
,
startDate
,
endDate
){
if
(
length
(
siteNumber
)
>
1
){
siteNumber
<-
paste
(
siteNumber
,
collapse
=
","
)
siteNumber
<-
paste
(
"multiple_site_no"
,
siteNumber
,
sep
=
"="
)
searchCriteria
<-
"multiple_site_no"
}
else
{
siteNumber
<-
paste
(
"search_site_no"
,
siteNumber
,
sep
=
"="
)
siteNumber
<-
paste
(
siteNumber
,
"search_site_no_match_type=exact"
,
sep
=
"&"
)
searchCriteria
<-
"search_site_no"
}
if
(
length
(
pCodes
)
>
1
){
pCodes
<-
paste
(
pCodes
,
collapse
=
","
)
pCodes
<-
paste
(
'multiple_parameter_cds'
,
pCodes
,
sep
=
"="
)
pCodes
<-
paste
(
pCodes
,
"param_cd_operator=OR"
,
sep
=
"&"
)
}
else
{
pCodes
<-
paste
(
"multiple_parameter_cds"
,
pCodes
,
sep
=
"="
)
pCodes
<-
paste
(
pCodes
,
"param_cd_operator=AND"
,
sep
=
"&"
)
}
searchCriteria
<-
paste
(
searchCriteria
,
"multiple_parameter_cds"
,
sep
=
","
)
searchCriteria
<-
paste
(
"list_of_search_criteria"
,
searchCriteria
,
sep
=
"="
)
baseURL
<-
"http://nwis.waterdata.usgs.gov/nwis/qwdata"
url
<-
paste
(
baseURL
,
siteNumber
,
sep
=
"?"
)
url
<-
paste
(
url
,
pCodes
,
searchCriteria
,
"group_key=NONE&sitefile_output_format=html_table&column_name=agency_cd"
,
"column_name=site_no&column_name=station_nm&inventory_output=0&rdb_inventory_output=file"
,
"TZoutput=0&pm_cd_compare=Greater%20than&radio_parm_cds=previous_parm_cds&qw_attributes=0"
,
"format=rdb&qw_sample_wide=separated_wide&rdb_qw_attributes=0&date_format=YYYY-MM-DD"
,
"rdb_compression=value"
,
sep
=
"&"
)
if
(
nzchar
(
startDate
))
{
url
<-
paste
(
url
,
"&begin_date="
,
startDate
,
sep
=
""
)
}
if
(
nzchar
(
endDate
))
{
url
<-
paste
(
url
,
"&end_date="
,
endDate
,
sep
=
""
)
}
tmp
<-
read.delim
(
url
,
header
=
TRUE
,
quote
=
"\""
,
dec
=
"."
,
sep
=
'\t'
,
colClasses
=
c
(
'character'
),
fill
=
TRUE
,
comment.char
=
"#"
)
# This takes slightly longer than the original method, but handles "Ice" or other characters in the numeric columns without error.
dataType
<-
tmp
[
1
,]
data
<-
tmp
[
-1
,]
row.names
(
data
)
<-
NULL
data
$
site
<-
with
(
data
,
paste
(
agency_cd
,
site_no
,
sep
=
"-"
))
data
$
dateTime
<-
with
(
data
,
as.POSIXct
(
paste
(
sample_dt
,
sample_tm
,
sep
=
" "
),
tz
=
"UTC"
))
rmCol
<-
c
(
"agency_cd"
,
"site_no"
,
"tm_datum_rlbty_cd"
,
"coll_ent_cd"
,
"medium_cd"
,
"tu_id"
,
"body_part_id"
,
"sample_end_dt"
,
"sample_end_tm"
,
"sample_dt"
,
"sample_tm"
,
"sample_start_time_datum_cd"
)
data
<-
data
[,
!
(
names
(
data
)
%in%
rmCol
)]
names
(
data
)
<-
c
(
gsub
(
"r"
,
"qualifier_"
,
names
(
data
)[
1
:
(
length
(
names
(
data
))
-2
)]),
names
(
data
)[(
length
(
names
(
data
))
-1
)
:
length
(
names
(
data
))])
names
(
data
)
<-
c
(
gsub
(
"p"
,
"value_"
,
names
(
data
)[
1
:
(
length
(
names
(
data
))
-2
)]),
names
(
data
)[(
length
(
names
(
data
))
-1
)
:
length
(
names
(
data
))])
data
[,
grep
(
"value"
,
names
(
data
))]
<-
sapply
(
data
[,
grep
(
"value"
,
names
(
data
))],
function
(
x
)
as.numeric
(
x
))
data
<-
data
[,
c
(
ncol
(
data
)
:
(
ncol
(
data
)
-1
),(
1
:
(
ncol
(
data
)
-2
)))]
return
(
data
)
}
\ No newline at end of file
This diff is collapsed.
Click to expand it.
man/retrieveNWISqwData.Rd
0 → 100644
+
52
−
0
View file @
d9e04986
\name{retrieveNWISqwData}
\alias{retrieveNWISqwData}
\title{Raw Data Import for USGS NWIS QW Data}
\usage{
retrieveNWISqwData(siteNumber, pCodes, startDate,
endDate)
}
\arguments{
\item{siteNumber}{string or vector of strings USGS site
number. This is usually an 8 digit number}
\item{pCodes}{string or vector of USGS parameter code.
This is usually an 5 digit number.}
\item{startDate}{string starting date for data retrieval
in the form YYYY-MM-DD.}
\item{endDate}{string ending date for data retrieval in
the form YYYY-MM-DD.}
}
\value{
data dataframe with agency, site, dateTime, value, and
code columns
}
\description{
Imports data from NWIS web service. This function gets
the data from here:
\url{http://nwis.waterdata.usgs.gov/nwis/qwdata} A list
of parameter codes can be found here:
\url{http://nwis.waterdata.usgs.gov/nwis/pmcodes/} A list
of statistic codes can be found here:
\url{http://nwis.waterdata.usgs.gov/nwis/help/?read_file=stat&format=table}
}
\examples{
# These examples require an internet connection to run
siteNumber <- c('04024430','04024000')
startDate <- '2010-01-01'
endDate <- ''
pCodes <- c('34247', '30234','32104','34220')
rawNWISqwData <- retrieveNWISqwData(siteNumber,pCodes,startDate,endDate)
# To get data in Sample dataframe format:
data <- rawNWISqwData[,names(rawNWISqwData) != "site"]
data$dateTime <- as.Date(data$dateTime)
compressedData <- compressData(data, interactive=interactive)
Sample <- populateSampleColumns(compressedData)
}
\keyword{USGS}
\keyword{data}
\keyword{import}
\keyword{service}
\keyword{web}
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