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Water
dataRetrieval
Commits
7d163ffa
Commit
7d163ffa
authored
10 years ago
by
Laura A DeCicco
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Adding parameter groups.
parent
0be81ed7
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1 merge request
!85
Updates mainly to expose sysdata, but also improvements in readNWISdata and qw.
Changes
1
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R/readNWISqw.r
+76
-26
76 additions, 26 deletions
R/readNWISqw.r
with
76 additions
and
26 deletions
R/readNWISqw.r
+
76
−
26
View file @
7d163ffa
...
...
@@ -4,8 +4,30 @@
#' 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}
#'
#' @details Valid parameter code groups are "All," or group codes:
#'\tabular{ll}{
#'Code \tab Description\cr
#'INF \tab Information \cr
#'PHY \tab Physical \cr
#'INM \tab Inorganics, Major, Metals (major cations) \cr
#'INN \tab Inorganics, Major, Non-metals (major anions) \cr
#'NUT \tab Nutrient \cr
#'MBI \tab Microbiological \cr
#'BIO \tab Biological \cr
#'IMN \tab Inorganics, Minor, Non-metals \cr
#'IMM \tab Inorganics, Minor, Metals \cr
#'TOX \tab Toxicity \cr
#'OPE \tab Organics, pesticide \cr
#'OPC \tab Organics, PCBs \cr
#'OOT \tab Organics, other \cr
#'RAD \tab Radiochemical \cr
#'SED \tab Sediment \cr
#'POP \tab Population/community \cr
#'}
#'
#' @param siteNumbers character of USGS site numbers. This is usually an 8 digit number
#' @param parameterCd character of USGS parameter code(s). This is usually an 5 digit number. Can also be "all".
#' @param parameterCd character that contains the code for a parameter
#' group, or a character vector of 5-digit parameter codes. See \bold{Details}.
#' @param startDate character starting date for data retrieval in the form YYYY-MM-DD. Default is "" which indicates
#' retrieval for the earliest possible record.
#' @param endDate character ending date for data retrieval in the form YYYY-MM-DD. Default is "" which indicates
...
...
@@ -58,14 +80,28 @@
#' startDate,endDate,reshape=TRUE)
#' parameterCd <- "all"
#' rawNWISall <- readNWISqw(siteNumbers,parameterCd,
#' startDate,endDate,reshape=TRUE)
#' startDate,endDate)
#' pgroup <- c("NUT")
#' rawNWISNutrients <- readNWISqw(siteNumbers,pgroup,
#' startDate,endDate)
#' groups <- c("NUT","OPE")
#' rawNWISNutOpe <- readNWISqw(siteNumbers,groups,
#' startDate,endDate)
#' rawNWISOpe <- readNWISqw(siteNumbers,"OPE",
#' startDate,endDate)
#' }
readNWISqw
<-
function
(
siteNumbers
,
parameterCd
,
startDate
=
""
,
endDate
=
""
,
expanded
=
TRUE
,
reshape
=
FALSE
,
tz
=
""
){
if
(
any
(
parameterCd
==
"all"
)){
siteNumbers
<-
paste
(
siteNumbers
,
collapse
=
","
)
pgrp
<-
c
(
"INF"
,
"PHY"
,
"INM"
,
"INN"
,
"NUT"
,
"MBI"
,
"BIO"
,
"IMM"
,
"IMN"
,
"TOX"
,
"OPE"
,
"OPC"
,
"OOT"
,
"RAD"
,
"XXX"
,
"SED"
,
"POP"
)
if
(
any
(
parameterCd
==
"all"
)
|
any
(
parameterCd
==
"All"
)
){
siteNumbers
<-
paste
(
siteNumbers
,
collapse
=
","
)
url
<-
paste0
(
"http://nwis.waterdata.usgs.gov/nwis/qwdata?multiple_site_no="
,
siteNumbers
,
"&sort_key=site_no&group_key=NONE&inventory_output=0"
,
"&begin_date="
,
startDate
,
"&end_date="
,
endDate
,
...
...
@@ -73,6 +109,16 @@ readNWISqw <- function (siteNumbers,parameterCd,startDate="",endDate="",
"&radio_parm_cds=all_parm_cds&qw_attributes=0&format=rdb"
,
"&qw_sample_wide=0&rdb_qw_attributes=expanded&date_format=YYYY-MM-DD"
,
"&rdb_compression=value&list_of_search_criteria=multiple_site_no"
)
}
else
if
(
all
(
parameterCd
%in%
pgrp
)){
siteNumbers
<-
paste
(
siteNumbers
,
collapse
=
","
)
groups
<-
paste
(
parameterCd
,
collapse
=
","
)
url
<-
paste0
(
"http://nwis.waterdata.usgs.gov/nwis/qwdata?multiple_site_no="
,
siteNumbers
,
"&sort_key=site_no&group_key=NONE&inventory_output=0"
,
"&begin_date="
,
startDate
,
"&end_date="
,
endDate
,
"&TZoutput=0¶m_group="
,
groups
,
"&qw_attributes=0&format=rdb"
,
"&qw_sample_wide=0&rdb_qw_attributes=expanded&date_format=YYYY-MM-DD"
,
"&rdb_compression=value&list_of_search_criteria=multiple_site_no"
)
}
else
{
url
<-
constructNWISURL
(
siteNumbers
,
...
...
@@ -80,36 +126,40 @@ readNWISqw <- function (siteNumbers,parameterCd,startDate="",endDate="",
startDate
,
endDate
,
"qw"
,
expanded
=
expanded
)
}
data
<-
importRDB1
(
url
,
asDateTime
=
TRUE
,
qw
=
TRUE
,
tz
=
tz
)
originalHeader
<-
comment
(
data
)
parameterCd
<-
unique
(
data
$
parm_cd
)
if
(
reshape
&
expanded
){
columnsToMelt
<-
c
(
"agency_cd"
,
"site_no"
,
"sample_dt"
,
"sample_tm"
,
"sample_end_dt"
,
"sample_end_tm"
,
"sample_start_time_datum_cd"
,
"tm_datum_rlbty_cd"
,
"parm_cd"
,
"startDateTime"
,
"endDateTime"
,
"coll_ent_cd"
,
"medium_cd"
,
"project_cd"
,
"aqfr_cd"
,
"tu_id"
,
"body_part_id"
,
"hyd_cond_cd"
,
"samp_type_cd"
,
"hyd_event_cd"
,
"sample_lab_cm_tx"
)
columnsToMelt
<-
columnsToMelt
[
columnsToMelt
%in%
names
(
data
)]
dataWithPcodes
<-
data
[
data
$
parm_cd
!=
""
,]
if
(
sum
(
data
$
parm_cd
!=
""
)
>
0
){
warning
(
"Data returned without pCodes, will not be included in reshape"
)
if
(
reshape
){
if
(
expanded
){
columnsToMelt
<-
c
(
"agency_cd"
,
"site_no"
,
"sample_dt"
,
"sample_tm"
,
"sample_end_dt"
,
"sample_end_tm"
,
"sample_start_time_datum_cd"
,
"tm_datum_rlbty_cd"
,
"parm_cd"
,
"startDateTime"
,
"endDateTime"
,
"coll_ent_cd"
,
"medium_cd"
,
"project_cd"
,
"aqfr_cd"
,
"tu_id"
,
"body_part_id"
,
"hyd_cond_cd"
,
"samp_type_cd"
,
"hyd_event_cd"
,
"sample_lab_cm_tx"
)
columnsToMelt
<-
columnsToMelt
[
columnsToMelt
%in%
names
(
data
)]
dataWithPcodes
<-
data
[
data
$
parm_cd
!=
""
,]
if
(
sum
(
data
$
parm_cd
!=
""
)
>
0
){
warning
(
"Some or all data returned without pCodes, those data will not be included in reshape"
)
}
longDF
<-
melt
(
dataWithPcodes
,
columnsToMelt
)
wideDF
<-
dcast
(
longDF
,
...
~
variable
+
parm_cd
)
wideDF
[,
grep
(
"_va_"
,
names
(
wideDF
))]
<-
sapply
(
wideDF
[,
grep
(
"_va_"
,
names
(
wideDF
))],
function
(
x
)
as.numeric
(
x
))
pCodesReturned
<-
unique
(
dataWithPcodes
$
parm_cd
)
groupByPCode
<-
as.vector
(
sapply
(
pCodesReturned
,
function
(
x
)
grep
(
x
,
names
(
wideDF
))
))
data
<-
wideDF
[,
c
(
1
:
length
(
columnsToMelt
)
-1
,
groupByPCode
)]
comment
(
data
)
<-
originalHeader
}
else
{
warning
(
"Reshape can only be used with expanded data. Reshape request will be ignored."
)
}
longDF
<-
melt
(
dataWithPcodes
,
columnsToMelt
)
wideDF
<-
dcast
(
longDF
,
...
~
variable
+
parm_cd
)
wideDF
[,
grep
(
"_va_"
,
names
(
wideDF
))]
<-
sapply
(
wideDF
[,
grep
(
"_va_"
,
names
(
wideDF
))],
function
(
x
)
as.numeric
(
x
))
pCodesReturned
<-
unique
(
dataWithPcodes
$
parm_cd
)
groupByPCode
<-
as.vector
(
sapply
(
pCodesReturned
,
function
(
x
)
grep
(
x
,
names
(
wideDF
))
))
data
<-
wideDF
[,
c
(
1
:
length
(
columnsToMelt
)
-1
,
groupByPCode
)]
comment
(
data
)
<-
originalHeader
}
if
(
reshape
&
!
expanded
){
warning
(
"Reshape can only be used with expanded data. Reshape request will be ignored."
)
}
parameterCd
<-
parameterCd
[
parameterCd
!=
""
]
siteInfo
<-
readNWISsite
(
siteNumbers
)
varInfo
<-
readNWISpCode
(
parameterCd
)
attr
(
data
,
"siteInfo"
)
<-
siteInfo
...
...
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