Will get time series from different sources on the internet
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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.
- twc
US/TX station D:Download Texas Weather Connection (TWC) data.
- unavco
US station: Download data from the Unavco web services.
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
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