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Loads climate and hydrology data from ACIS (NOAA RCCs), CoCoRaHS, Hydromet (USBR), SNOTEL AWDB (NRCS) and NWIS (USGS).

Project description

Climata

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, 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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Getting Started

# Recommended: create virtual environment
# python3 -m venv venv
# . venv/bin/activate
pip install climata

See https://github.com/heigeo/climata to report any issues.

Available Services

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

Usage

Command-line interface:

# 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:

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.

Project details


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Filename, size & hash SHA256 hash help File type Python version Upload date
climata-0.5.0.tar.gz (22.6 kB) Copy SHA256 hash SHA256 Source None Sep 14, 2017

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