Climate Data Records (CDR) and Essential Climate Variables (ECV)

1. IOCCG Standing Working Groupon Satellite Ocean Colour Radiometry Essential Climate Variable (ECV) Assessment(Coming to a city near you in 2012) 

3. Climate Data Records (CDR) and Essential Climate Variables (ECV)

4. CDR is a time series of measurements of sufficient length, consistency, and continuity to determine climate variability and change. From NAS report. To my mind, ECV is the “measurement” (see above), but ECV and CDR seem to be used interchangeably.

5. Can we get the satellite OCR data aligned at some time and space scales so that we can eventually detect emerging long-term trends and separate them from the interannual and interdecadal cycles? SeaWiFS NPP-VIIRS MERIS

6. Thematic CDRs (TCDRs) are generated from the fundamental climate data records (FCDRs); e.g., the calibrated antenna signals from a series of satellites (AVHRR, MODIS, VIIRS) will be used to generate a variety of TCDRs. Calibrating the FDCR generally involves the use of in situ measurements

7. Key elements of Successful Climate Data Record Generation Programs • Science teams create each fundamental CDR (FCDR), prescribe algorithms for thematic CDRs (TCDRs), and oversee generation of both. • Ongoing program of correlative in situ measurements required to validate TCDRs. • Sensor characterized before launch and then calibrated and cross-calibrated with other satellite sensors after launch. • Need well-defined levels of uncertainty for validated TCDRs. • CDRs reprocessed as new information and improved algorithms are available. • Long-term commitment required for generation and archival of CDRs and associated documentation and metadata. From NAS report.

8. From GCOS report with Respect to Satellite OCR FCDR for ocean colour is the time series of calibrated TOA radiances, which are then corrected for the atmospheric contribution to the signal to obtain the water-leaving radiance suite, from which data products such as chlorophyll-a concentration are derived. The most important ocean-colour ECV products are the normalized water-leaving radiances and chlorophyll-a concentration. Other products are in development, such as coloured dissolved organic matter and particulate backscatter (used to estimate total suspended material). Variable Horizontal Vertical Temporal Accuracy Stability Lw 4km N/A Daily 5%* 0.5% Chl-a 30km N/A Weekly 30% 3% *this 5% requirement is specifically for the blue and green wavelengths

9. Mission Statement of IOCCG ECV Standing Working Group The goal of this international scientific expert group is to undertake a critical comparison of available ocean-colour ECV data products and provide guidance on the generation of better, long-term OCR climate data records. Initial members: Jim Yoder –WHOI and Nicolas Hoepffner - JRC,  co-Chairs *Fred Melin – EU (based at JRC) Ewa Kwiatkowska - Eumetsat Stephanie Henson - National Oceanography Centre, UK *Stéphane Maritorena - UCSB *Brian Franz – NASA-GSFC *Menghua Wang – NOAA-NESDIS * Hiroshi Murakami - JAXA *Hubert Loisel - CNES ISRO recommended person

10. DRAFT List of Tasks to Tackle in ca. First 2 Years • Develop a roadmap for completion of the first ECV assessment (present draft at IOCCG annual meeting in 2014). • Recommend comparison/evaluation metrics (in particular with respect to long-term trends) and define comparison protocols. • Record and evaluate the differences among existing OCR ECV products (basin to global scales), and recommend how to resolve. • Establish criteria for OCR ECV products and recommend actions needed to ensure the quality and consistency required by GCOS. • Respond to CEOS requests for review of OCR ECVs. • Establish contact with SST-VC which may have some comparable ECV challenges and solutions. • Evaluate agency efforts to develop and archive ECVs, including agency actions to archive raw data and associated metadata that are needed for full reprocessing.