tsgettoolbox 23.26.6

Will get time series from different sources on the internet.

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’.

cdec

station: California Department of Water Resources

coops

station: Center for Operational Oceanographic Products and Services

cpc

station: Climate Prediction Center, Weekly Drought Index

daymet

gridded: Daymet, daily meteorology by the Oak Ridge National Laboratory

fawn

station: Florida Automated Weather Network (FAWN)

ldas

gridded: Land Data Assimilation System (NLDAS, GLDAS2, TRMM, SMERGE, GRACE, MERRA)

metdata

gridded: Download daily data from METDATA.

modis

gridded: Download MODIS derived data.

ncei_ghcnd_ftp

station: NCEI Global Historical Climatology Network - Daily (GHCND)

ncei_ghcnd

station: Global Historical Climatology Network - Daily (GHCND)

ncei_gsod

station: NCEI Global Summary of the Day (GSOD)

ncei_gsom

station: NCEI Global Summary of Month (GSOM)

ncei_gsoy

station: NCEI Global Summary of Year (GSOY)

ncei_normal_ann

station: NCEI annual normals

ncei_normal_dly

station: NCEI Daily Normals

ncei_normal_hly

station: NCEI Normal hourly

ncei_normal_mly

station: NCEI Monthly Summaries.

ncei_precip_15

station: NCEI 15 minute precipitation

ncei_precip_hly

station: NCEI hourly precipitation

ncei_annual

station: NCEI annual data summaries

ncei_ghcndms

station: NCEI GHCND Monthly Summaries (GHCNDMS)

ncei_ish

station: Integrated Surface Database

ndbc

station: Download historical from the National Data Buoy Center.

nwis

station: Use the nwis_* functions instead.

nwis_iv

station: USGS NWIS Instantaneous Values

nwis_dv

station: USGS NWIS Daily Values

nwis_site

station: USGS NWIS Site Database

nwis_gwlevels

station: USGS NWIS Groundwater Levels

nwis_measurements

station: USGS NWIS Measurements

nwis_peak

station: USGS NWIS Peak

nwis_stat

station: USGS NWIS Statistic

epa_wqp

station: EPA Water Quality Portal.

rivergages

station: USACE river gages

swtwc

station: USACE Southwest Division, Tulsa Water Control

terraclimate

gridded: Download monthly data from Terraclimate.

terraclimate2C

gridded: Download monthly data from Terraclimate.

terraclimate4C

gridded: Download monthly data from Terraclimate.

terraclimate19611990

gridded: Download monthly data from Terraclimate.

terraclimate19812010

gridded: Download monthly data from Terraclimate.

topowx

gridded: Topoclimatic Daily Air Temperature Dataset for the Conterminous United States

twc

station: Download Texas Weather Connection (TWC) data.

unavco

station: Download data from the Unavco web services.

usgs_flet_narr

gridded: USGS FL ET data from NARR meteorologic data.

usgs_flet_stns

gridded: 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