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GCOS Implementation Plan - WMO

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<strong>Implementation</strong> <strong>Plan</strong> for the Global Observing System for Climate in Support of the UNFCCC<br />

(2010 Update)<br />

of snow data will require national efforts. The emerging <strong>WMO</strong> Global Cryosphere Watch (GCW) is<br />

expected to provide facilitated access to such data.<br />

There are several sources that can provide snow-related data and products, but no central archive<br />

(especially for snow depth and snow water equivalent) currently exists and many national databases<br />

are not readily accessible. An in situ dataset (station and transect) for North America for the period<br />

1980 to 2004 for more than 15 000 locations is available from NSIDC. Updates are expected. NSIDC<br />

has updated the Russian station snow depth data up to 2000 for over 200 stations. In addition, snow<br />

water equivalent is observed in many countries by national, state, provincial, and private networks on<br />

a 10-30 day basis. The WWW/GOS surface synoptic reports for the United States are available<br />

through NCDC. The Canadian Meteorological Centre has produced global daily 1/3 degree snowdepth<br />

analyses, and daily snow-depth data from the <strong>WMO</strong> data stream. These data are available from<br />

NSIDC for the period March 1998 to the present. There is a new effort within the Asia CliC Project to<br />

obtain station snow depth data from as many sources in Eurasia as possible.<br />

Action T15 [IP-04 T10]<br />

Action: Strengthen and maintain existing snow-cover and snowfall observing sites; ensure that<br />

sites exchange snow data internationally; establish global monitoring of that data on the GTS;<br />

and recover historical data.<br />

Who: National Meteorological and Hydrological Services and research agencies, in cooperation<br />

with <strong>WMO</strong> GCW and WCRP and with advice from TOPC, AOPC, and the GTN-H.<br />

Time-Frame: Continuing; receipt of 90% of snow measurements in International Data Centres.<br />

Performance Indicator: Data submission to national centres such as the National Snow and Ice<br />

Data Center (USA) and World Data Services.<br />

Annual Cost Implications: 1-10M US$ (20% in non-Annex-I Parties).<br />

To assist in providing global coverage of snow extent and snow water equivalent, optimal procedures<br />

to generate blended products of surface observations of snow cover with visible and microwave<br />

satellite data and related airborne measurements need to be agreed upon and implemented by<br />

national services and research groups involved in snow mapping. The Climate and Cryosphere<br />

Project (CliC) of the WCRP should take the lead in organizing this with GEWEX and other involved<br />

working groups.<br />

Snow-cover extent is mapped daily by operational satellites, but sensor channels change and<br />

continuing research and surface observations are needed to calibrate instruments, improve retrieval<br />

methods, and validate satellite products for snow depth and snow water equivalent. The National<br />

Environmental Satellite Data and Information Service (NESDIS) of NOAA began producing daily<br />

Northern Hemisphere snow extent maps in 1966, with weekly maps available from 1966 to 1999 and<br />

daily maps available in subsequent years.<br />

Southern Hemisphere snow extent maps have been available since 1999 from the MODIS sensor.<br />

NSIDC provides a weekly global snow extent product, which combines optical (MODIS) and passive<br />

microwave (Special Sensor Microwave/Imager (SSM/I)) data for the period 2000 to the present.<br />

Agencies currently generating Northern Hemisphere snow-cover products (particularly NASA groups<br />

and NOAA/NESDIS) should also routinely generate and archive Southern Hemisphere products. More<br />

recently, snow products have also been generated under ESA and EUMETSAT (Satellite Application<br />

Facility (SAF)) auspices. TOPC, in cooperation with the AOPC and the International Association of<br />

Cryospheric Sciences (IACS), should approach research and space agencies (through CGMS,<br />

CEOS, and the <strong>WMO</strong> Space Programme) to seek commitment to provide snow-cover products for<br />

both hemispheres.<br />

Global snow water equivalent (SWE) products have been available from the Advanced Microwave<br />

Scanning Radiometer for EOS (AMSR-E) since 2002, but they remain to be validated. Refinements to<br />

the algorithm continue as validation experiments are undertaken. <strong>Plan</strong>s are underway with space<br />

agencies to develop new satellite capabilities for measuring snow parameters.<br />

Development of snow products that blend multiple data sources and are globally applicable needs<br />

urgent focused attention. The research community through WCRP CliC could help lead such an<br />

effort. A global snow product generated from the blending of in situ and satellite data is one of the<br />

goals of the ESA GlobSnow Project, which is made up of an historical dataset comprising 15 to 30<br />

years of snow data and which demonstrates an operational near real-time snow information service.<br />

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