Package: tsgettoolbox
tsgettoolbox - Quick GuideThe ‘tsgettoolbox’ is a Python script and library to get time-series data from
different web services.  The tsgettoolbox will work with Python 2.6+ and 3.0+.DocumentationReference documentation is attsgettoolbox_documentation.InstallationAt the command line:$ pip install tsgettoolboxUsage Summary - Command LineJust run ‘tsgettoolbox –help’ to get a list of subcommands.  To get detailed
help for a particular sub-command, for instance ‘coops’, type ‘tsgettoolbox
coops –help’.aboutDisplay version number and system information.cdecUS/CA station E,H,D,M: California Department of Water Resourcescoopsglobal station 1T,6T,H,D,M: Center for Operational Oceanographic
Products and ServicescpcUS/region W: Climate Prediction Center, Weekly Drought IndexdaymetNAmerica 1km 1980- D,M:Daymet, daily meteorology by the Oak Ridge
National LaboratoryfawnUS/FL 15T,H,D,M:Florida Automated Weather Network (FAWN)hydstra_tsKisters Hydstra Webservice - time series valueshydstra_catalogKisters Hydstra Webservice - variable catalog for a stationhydstra_stationsKisters Hydstra Webservice - station list for a serverldasgrid: Land Data Assimilation System, includes all ldas_* (NLDAS,
GLDAS2, TRMM, SMERGE, GRACE, MERRA)ldas_gldas_noahglobal 0.25deg 2000- 3H:GLDAS NOAH hydrology model resultsldas_graceNAmerica 0.125deg 2002- 7D:Groundwater and soil moisture from GRACEldas_merraglobal 0.5x0.625deg 1980- H:MERRA-2 Land surface forcingsldas_merra_updateglobal 0.5x0.667deg 1980-2016 H:MERRA-2 Analysis updateldas_nldas_foraNAmerica 0.125deg 1979- H:NLDAS Weather Forcing A (surface)ldas_nldas_noahNAmerica 0.125deg 1979- H:NLDAS NOAH hydrology model resultsldas_smergeglobal 0.125deg 1997- D:SMERGE-Noah-CCI root zone soil moistureldas_trmm_tmpaglobal 0.25deg 1997- 3H:TRMM (TMPA) rainfall estimatemetdataNAmerica 4km 1980- D: Download daily data from METDATA based on PRISM.modisglobal 250m,500m,1000m 2000- 4D,8D,16D,A:Download MODIS derived data.ncei_ghcnd_ftpglobal station D:NCEI Global Historical Climatology Network - Daily
(GHCND)ncei_ghcndglobal station D:Global Historical Climatology Network - Daily (GHCND)ncei_gsodglobal station D:NCEI Global Summary of the Day (GSOD)ncei_gsomglobal station M:NCEI Global Summary of Month (GSOM)ncei_gsoyglobal station A:NCEI Global Summary of Year (GSOY)ncei_normal_annglobal station A: NCEI annual normalsncei_normal_dlyglobal station D:NCEI Daily Normalsncei_normal_hlyglobal station H:NCEI Normal hourlyncei_normal_mlyglobal station M:NCEI Monthly Summaries.ncei_precip_15global station 15T:NCEI 15 minute precipitationncei_precip_hlyglobal station H:NCEI hourly precipitationncei_annualglobal station A:NCEI annual data summariesncei_ghcndmsglobal station M:NCEI GHCND Monthly Summaries (GHCNDMS)ncei_ishglobal station H:Integrated Surface DatabasendbcUS station T,6T,10T,15T,H,D:Download historical from the National Data
Buoy Center.nwisUS station:Use thenwis_*functions instead.nwis_ivUS station E:USGS NWIS Instantaneous Valuesnwis_dvUS station D:USGS NWIS Daily Valuesnwis_siteUS station:USGS NWIS Site Databasenwis_gwlevelsUS station:USGS NWIS Groundwater Levelsnwis_measurementsUS station:USGS NWIS Measurementsnwis_peakUS station:USGS NWIS Peaknwis_statUS station:USGS NWIS Statisticepa_wqpUS station E:EPA Water Quality Portal.rivergagesUS station:USACE river gagesswtwcUS/region station:USACE Southwest Division, Tulsa Water Controlterraclimateglobal 1/24deg 1958- M:Download monthly data from Terraclimate.terraclimate2Cglobal 1/24deg M:Monthly normals from Terraclimate with 2deg C hotter
climate.terraclimate4Cglobal 1/24deg M:Monthly normals from Terraclimate with 4deg C hotter
climate.terraclimate19611990global 1/24deg M:Monthly normals using TerraClimate monthly data from
1961 to 1990.terraclimate19812010global 1/24deg M:Monthly normals using TerraClimate monthly data from
1981 to 2010.topowxUS 30arcsecond 1948- M:Topoclimatic Monthly Air Temperature Dataset.topowx_dailyUS 30arcsecond 1948- D:Topoclimatic Daily Air Temperature Dataset.twcUS/TX station D:Download Texas Weather Connection (TWC) data.unavcoUS station: Download data from the Unavco web services.usgs_flet_narrUS/FL 2km D:USGS FL ET data from NARR meteorologic data.usgs_flet_stnsUS/FL 2km D:USGS FL ET data from station interpolated meteorologic
data.Usage Summary - Python LibraryTo use the tsgettoolbox in a project:from tsgettoolbox import tsgettoolbox
df = tsgettoolbox.nwis_dv(sites="02329500", startDT="2000-01-01")Refer to the API Documentation attsgettoolbox_api.Usage Summary - Command Linetsgettoolbox nwis_dv –sites 02329500 –startDT 2000-01-01Refer to the command line documentation attsgettoolbox_cli.DevelopmentDevelopment is managed on bitbucket or github.https://bitbucket.org/timcera/tsgettoolbox/overview.https://github.com/timcera/tsgettoolbox