.. image:: https://raw.githubusercontent.com/heigeo/climata-viewer/master/app/images/logo-small.png :target: http://climata.houstoneng.net :alt: Climata :align: center
climata is a pythonic interface for loading and processing time series data
from climate and flow monitoring stations and observers. climata leverages
a number of webservices as listed below. climata is powered by
wq.io <http://wq.io/wq.io>
_, and shares its goal of maximizing the reusability of
data parsing code, by smoothing over some of the differences between various data formats.
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|
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.. code:: bash
# Recommended: create virtual environment
# python3 -m venv venv
# . venv/bin/activate
pip install climata
See https://github.com/heigeo/climata to report any issues.
=================== ================================================================ ============== ============
Module Classes Data Source Agency/Org.
=================== ================================================================ ============== ============
climata.acis StationMetaIO
, StationDataIO
ACIS NOAA RCCs
climata.epa WqxDomainIO
WQX EPA
climata.cocorahs CocorahsIO
CoCoRaHS CoCoRaHS
climata.hydromet DailyDataIO
, InstantDataIO
, AgrimetRecentIO
Hydromet USBR
climata.nws HydroForecastIO
, EnsembleForecastIO
, EnsembleSiteIO
CNRFC NWS
climata.snotel StationIO
, StationDailyDataIO
, RegionDailyDataIO
SNOTEL AWDB
NRCS
climata.usgs SiteIO
, DailyValueIO
, InstantValueIO
NWIS USGS
=================== ================================================================ ============== ============
Command-line interface:
.. code:: bash
# Load metadata for sites in Upper Klamath Lake basin
wq cat climata.acis.StationMetaIO "basin=18010203" > sites.csv
# Load daily average temperature for these sites
PARAMS="basin=18010203,start_date=2017-01-01,end_date=2017-01-31,parameter=avgt"
wq cat climata.acis.StationDataIO "$PARAMS" > data.csv
Python API:
.. code:: python
from climata.acis import StationDataIO
# Load average temperature for sites in Upper Klamath Lake basin
sites = StationDataIO(
basin="18010203",
start_date="2017-01-01",
end_date="2017-01-31",
parameter="avgt"
)
# Display site information and time series data
for site in sites:
print site.name
for evt in site.data:
print evt.date, evt.avgt
More Python code examples are available via the climata-viewer website
_.
.. _ACIS: http://data.rcc-acis.org/ .. _CoCoRaHS: http://data.cocorahs.org/cocorahs/export/exportmanager.aspx .. _WQX: https://www3.epa.gov/storet/wqx/wqx_getdomainvalueswebservice.html .. _Hydromet: http://www.usbr.gov/pn/hydromet/arcread.html .. _CNRFC: http://www.cnrfc.noaa.gov/ .. _SNOTEL AWDB: http://www.wcc.nrcs.usda.gov/web_service/awdb_web_service_landing.htm .. _NWIS: http://waterdata.usgs.gov/nwis .. _climata.acis: https://github.com/heigeo/climata/blob/master/climata/acis/__init__.py .. _climata.cocorahs: https://github.com/heigeo/climata/blob/master/climata/cocorahs/__init__.py .. _climata.epa: https://github.com/heigeo/climata/blob/master/climata/epa/__init__.py .. _climata.hydromet: https://github.com/heigeo/climata/blob/master/climata/hydromet/__init__.py .. _climata.nws: https://github.com/heigeo/climata/blob/master/climata/nws/__init__.py .. _climata.snotel: https://github.com/heigeo/climata/blob/master/climata/snotel/__init__.py .. _climata.usgs: https://github.com/heigeo/climata/blob/master/climata/usgs/__init__.py .. _climata-viewer website: http://climata.houstoneng.net/datarequests/