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dataRetrieval
R package for data retrieval of water quality and hydrology data. This package was designed to integrate with the EGRET
package. Please visit the EGRET
wiki for more information:
EGRET Wiki
Retrieval functions for USGS and EPA hydrologic and water quality data.
Function | Inputs | Description |
---|---|---|
readNWISdata |
... , service |
NWIS data using user-specified queries |
readNWISdv |
Common 3 , parameter code, statCd |
NWIS daily data with Common query |
readNWISqw |
Common 3 , parameter code, expanded |
NWIS water quality data with Common query |
readNWISuv |
Common 3 , parameter code |
NWIS instantaneous data with Common query |
readNWISpCode |
parameterCd | NWIS parameter code information |
readNWISgwl |
Common 3 |
NWIS groundwater level data with Common query |
readNWISpeak |
Common 3 |
NWIS peak flow data with Common query |
readNWISmeas |
Common 3 |
NWIS surface-water measurement data with Common query |
readNWISrating |
siteNumber, type | NWIS rating table for an active USGS streamgage |
readNWISsite |
siteNumber | NWIS site information |
whatNWISsites |
... |
NWIS site search using user-specified queries |
whatNWISdata |
siteNumber, service | NWIS data availability, including period of record and count |
readWQPdata |
... |
WQP data using user-specified queries |
readWQPqw |
Common 3 |
WQP data with Common 3 query and either parameter code or characteristic name |
whatWQPsites |
... |
WQP site search using user-specified queries |
-
Common 3
= siteNumber, startDate, endDate
##Package Installation To install the dataRetrieval package, you must be using R 3.0 or greater and run the following command:
install.packages("dataRetrieval")
###dataRetrieval 2.0.0
The following functions were renamed, and moved from the dataRetrieval
package to the EGRET
package.
Original Name | New Name |
---|---|
getDVData | readNWISDaily |
getSampleData | readNWISSample |
getSTORETData* | readWQPSample |
getSampleDataFromFile | readUserSample |
getDailyDataFromFile | readUserDaily |
getMetaData | splits into readNWISInfo and readUserInfo |
###dataRetrieval 1.4.0 Changed naming convention from 'retrieve' to 'get' Changed WaterML2 rbind fill from plyr function to dplyr. Removed plyr import, added dplyr.
###dataRetrieval 1.3.3
- Updated getNWISSiteInfo to retrieve multiple site file datasets at once using a vector of siteNumbers as input argument.
- Updated error-handling for Web service calls. More information is returned when errors happen
- Added some basic processing to Water Quality Portal raw data retrievals. Date columns are returned as Date objects, value columns are numeric, and a column is created from the date/time/timezone columns that is POSIXct.
- Added very generalized NWIS and WQP retrieval functions (getNWISData, getNWISSites, getGeneralWQPData, and getWQPSites) which allow the user to use any argument available on the Web service platform.
###dataRetrieval 1.3.2
- Deprecated getQWData, updated getWQPData to take either parameter code or characteristic name.
- Changed the name of raw data retrievals to: getNWISqwData, getNWISunitData, getNWISdvData, and getWQPqwData (from: getNWISqwData, retrieveUnitNWISData, retrieveNWISData, getRawQWData)
- Added NA warning to getDVData function
- Updated mergeReport to allow for Sample data with different measurements taken on the same day
##Sample Workflow
Load data from web services:
library(dataRetrieval)
Daily <- getNWISDaily("06934500","00060","1979-10-01","2010-09-30")
Sample <-getNWISSample("06934500","00631","1970-10-01","2011-09-30")
INFO <-getNWISInfo("06934500","00631", interactive=FALSE)
Sample <-mergeReport(Daily, Sample)
##Subscribe Please email questions, comments, and feedback to: [email protected]
Additionally, to subscribe to an email list concerning updates to these R packages, please send a request to [email protected].
##Disclaimer This software is in the public domain because it contains materials that originally came from the U.S. Geological Survey, an agency of the United States Department of Interior. For more information, see the official USGS copyright policy
Although this software program has been used by the U.S. Geological Survey (USGS), no warranty, expressed or implied, is made by the USGS or the U.S. Government as to the accuracy and functioning of the program and related program material nor shall the fact of distribution constitute any such warranty, and no responsibility is assumed by the USGS in connection therewith.
This software is provided "AS IS."