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tsgettoolbox - Quick Guide
==========================
The '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+.
Documentation
-------------
Reference documentation is at `tsgettoolbox_documentation`_.
Installation
------------
At the command line::
$ pip install tsgettoolbox
Usage Summary - Command Line
----------------------------
Just 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'.
about
Display version number and system information.
cdec
US/CA station E,H,D,M: California Department of Water Resources
coops
global station 1T,6T,H,D,M: Center for Operational Oceanographic
Products and Services
cpc
US/region W: Climate Prediction Center, Weekly Drought Index
daymet
NAmerica 1km 1980- D,M:Daymet, daily meteorology by the Oak Ridge
National Laboratory
fawn
US/FL 15T,H,D,M:Florida Automated Weather Network (FAWN)
hydstra_ts
Kisters Hydstra Webservice - time series values
hydstra_catalog
Kisters Hydstra Webservice - variable catalog for a station
hydstra_stations
Kisters Hydstra Webservice - station list for a server
ldas
grid: Land Data Assimilation System, includes all ldas_* (NLDAS,
GLDAS2, TRMM, SMERGE, GRACE, MERRA)
ldas_gldas_noah
global 0.25deg 2000- 3H:GLDAS NOAH hydrology model results
ldas_grace
NAmerica 0.125deg 2002- 7D:Groundwater and soil moisture from GRACE
ldas_merra
global 0.5x0.625deg 1980- H:MERRA-2 Land surface forcings
ldas_merra_update
global 0.5x0.667deg 1980-2016 H:MERRA-2 Analysis update
ldas_nldas_fora
NAmerica 0.125deg 1979- H:NLDAS Weather Forcing A (surface)
ldas_nldas_noah
NAmerica 0.125deg 1979- H:NLDAS NOAH hydrology model results
ldas_smerge
global 0.125deg 1997- D:SMERGE-Noah-CCI root zone soil moisture
ldas_trmm_tmpa
global 0.25deg 1997- 3H:TRMM (TMPA) rainfall estimate
metdata
NAmerica 4km 1980- D: Download daily data from METDATA based on PRISM.
modis
global 250m,500m,1000m 2000- 4D,8D,16D,A:Download MODIS derived data.
ncei_ghcnd_ftp
global station D:NCEI Global Historical Climatology Network - Daily
(GHCND)
ncei_ghcnd
global station D:Global Historical Climatology Network - Daily (GHCND)
ncei_gsod
global station D:NCEI Global Summary of the Day (GSOD)
ncei_gsom
global station M:NCEI Global Summary of Month (GSOM)
ncei_gsoy
global station A:NCEI Global Summary of Year (GSOY)
ncei_normal_ann
global station A: NCEI annual normals
ncei_normal_dly
global station D:NCEI Daily Normals
ncei_normal_hly
global station H:NCEI Normal hourly
ncei_normal_mly
global station M:NCEI Monthly Summaries.
ncei_precip_15
global station 15T:NCEI 15 minute precipitation
ncei_precip_hly
global station H:NCEI hourly precipitation
ncei_annual
global station A:NCEI annual data summaries
ncei_ghcndms
global station M:NCEI GHCND Monthly Summaries (GHCNDMS)
ncei_ish
global station H:Integrated Surface Database
ndbc
US station T,6T,10T,15T,H,D:Download historical from the National Data
Buoy Center.
nwis
US station:Use the ``nwis_*`` functions instead.
nwis_iv
US station E:USGS NWIS Instantaneous Values
nwis_dv
US station D:USGS NWIS Daily Values
nwis_site
US station:USGS NWIS Site Database
nwis_gwlevels
US station:USGS NWIS Groundwater Levels
nwis_measurements
US station:USGS NWIS Measurements
nwis_peak
US station:USGS NWIS Peak
nwis_stat
US station:USGS NWIS Statistic
epa_wqp
US station E:EPA Water Quality Portal.
rivergages
US station:USACE river gages
swtwc
US/region station:USACE Southwest Division, Tulsa Water Control
terraclimate
global 1/24deg 1958- M:Download monthly data from Terraclimate.
terraclimate2C
global 1/24deg M:Monthly normals from Terraclimate with 2deg C hotter
climate.
terraclimate4C
global 1/24deg M:Monthly normals from Terraclimate with 4deg C hotter
climate.
terraclimate19611990
global 1/24deg M:Monthly normals using TerraClimate monthly data from
1961 to 1990.
terraclimate19812010
global 1/24deg M:Monthly normals using TerraClimate monthly data from
1981 to 2010.
topowx
US 30arcsecond 1948- M:Topoclimatic Monthly Air Temperature Dataset.
topowx_daily
US 30arcsecond 1948- D:Topoclimatic Daily Air Temperature Dataset.
twc
US/TX station D:Download Texas Weather Connection (TWC) data.
unavco
US station: Download data from the Unavco web services.
usgs_flet_narr
US/FL 2km D:USGS FL ET data from NARR meteorologic data.
usgs_flet_stns
US/FL 2km D:USGS FL ET data from station interpolated meteorologic
data.
Usage Summary - Python Library
------------------------------
To 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 at `tsgettoolbox_api`_.
Usage Summary - Command Line
----------------------------
tsgettoolbox nwis_dv --sites 02329500 --startDT 2000-01-01
Refer to the command line documentation at `tsgettoolbox_cli`_.
Development
~~~~~~~~~~~
Development is managed on bitbucket or github.
https://bitbucket.org/timcera/tsgettoolbox/overview.
https://github.com/timcera/tsgettoolbox
.. _tsgettoolbox_documentation: https://timcera.bitbucket.io/tsgettoolbox/docs/index.html#tsgettoolbox-documentation
.. _tsgettoolbox_api: https://timcera.bitbucket.io/tsgettoolbox/docs/function_summary.html
.. _tsgettoolbox_cli: https://timcera.bitbucket.io/tsgettoolbox/docs/command_line.html
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The tsgettoolbox will work with Python 2.6+ and 3.0+.\n\nDocumentation\n-------------\nReference documentation is at `tsgettoolbox_documentation`_.\n\nInstallation\n------------\nAt the command line::\n\n $ pip install tsgettoolbox\n\nUsage Summary - Command Line\n----------------------------\nJust run 'tsgettoolbox --help' to get a list of subcommands. To get detailed\nhelp for a particular sub-command, for instance 'coops', type 'tsgettoolbox\ncoops --help'.\n\n about\n Display version number and system information.\n\n cdec\n US/CA station E,H,D,M: California Department of Water Resources\n\n coops\n global station 1T,6T,H,D,M: Center for Operational Oceanographic\n Products and Services\n\n cpc\n US/region W: Climate Prediction Center, Weekly Drought Index\n\n daymet\n NAmerica 1km 1980- D,M:Daymet, daily meteorology by the Oak Ridge\n National Laboratory\n\n fawn\n US/FL 15T,H,D,M:Florida Automated Weather Network (FAWN)\n\n hydstra_ts\n Kisters Hydstra Webservice - time series values\n\n hydstra_catalog\n Kisters Hydstra Webservice - variable catalog for a station\n\n hydstra_stations\n Kisters Hydstra Webservice - station list for a server\n\n ldas\n grid: Land Data Assimilation System, includes all ldas_* (NLDAS,\n GLDAS2, TRMM, SMERGE, GRACE, MERRA)\n\n ldas_gldas_noah\n global 0.25deg 2000- 3H:GLDAS NOAH hydrology model results\n\n ldas_grace\n NAmerica 0.125deg 2002- 7D:Groundwater and soil moisture from GRACE\n\n ldas_merra\n global 0.5x0.625deg 1980- H:MERRA-2 Land surface forcings\n\n ldas_merra_update\n global 0.5x0.667deg 1980-2016 H:MERRA-2 Analysis update\n\n ldas_nldas_fora\n NAmerica 0.125deg 1979- H:NLDAS Weather Forcing A (surface)\n\n ldas_nldas_noah\n NAmerica 0.125deg 1979- H:NLDAS NOAH hydrology model results\n\n ldas_smerge\n global 0.125deg 1997- D:SMERGE-Noah-CCI root zone soil moisture\n\n ldas_trmm_tmpa\n global 0.25deg 1997- 3H:TRMM (TMPA) rainfall estimate\n\n metdata\n NAmerica 4km 1980- D: Download daily data from METDATA based on PRISM.\n\n modis\n global 250m,500m,1000m 2000- 4D,8D,16D,A:Download MODIS derived data.\n\n ncei_ghcnd_ftp\n global station D:NCEI Global Historical Climatology Network - 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