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9721f4f6_Space_Programme___WMO__Definition | [Acronym] AAPP [Comment] Software developed by NWP SAF [Definition] | AVHRR & ATOVS Pre-processing Package | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] AATSR [Comment] Instrument on Envisat [Definition] | Advanced Along Track Scanning Radiometer | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] ABI [Comment] Instrument on GOES-R series [Definition] | Advanced Baseline Imager | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] ABS [Definition] | Advanced Baseline Sounder | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] ACE [Definition] | Atmospheric Climate Experiment | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] ADEOS [Comment] JAXA satellite [Definition] | ADvanced Earth Observing Satellite | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] ADM [Comment] WMO, IGDDS [Definition] | Advanced Dissemination Methods | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] ADM-Aeolus [Comment] ESA satellite [Definition] | Atmospheric Dynamics Mission | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] AHRPT [Comment] Metop dissemination standard [Definition] | Advanced HRPT | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] AIRS [Comment] Instrument on Aqua, NASA [Definition] | Advanced Infra-Red Sounder | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] ALOS [Comment] JAXA satellite [Definition] | Advanced Land Observing Satellite | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] AM [Comment] Before noon [Definition] | Ante Meridian | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] AMESD [Comment] PUMA follow-on [Definition] | African Monitoring of the Environment for Sustainable Development | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] AMSR-E [Comment] JAXA instrument on Aqua (NASA) [Definition] | Advanced Microwave Scanning Radiometer / EOS | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] AMSU [Comment] Instrument on NOAA/POES and Metop [Definition] | Advanced Microwave Sounding Unit | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] AMV [Comment] Level 3 product [Definition] | Atmospheric Motion Vector | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] AOPC [Comment] GCOS [Definition] | Atmospheric Observation Panel for Climate | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] APT [Comment] NOAA/POES,analog transmission [Definition] | Automatic Picture Transmission | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] Aqua [Comment] NASA, EOS pm [Definition] | NASA Earth Observation Satellite in p.m. orbit | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] ARGOS [Comment] CLS [Definition] | Data collection and location system on NOAA/POES | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] ASAP [Definition] | Automated Shipboard Aerological Programme | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] ASCAT [Comment] Instrument on Metop [Definition] | Advanced Scatterometer | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] ASMET [Comment] Computer Aided Learning [Definition] | African Satellite Meteorology Education and Training | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] ASTER [Comment] Instrument on Terra [Definition] | Advanced Spaceborne Thermal Emission and Reflection Radiometer | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] ATBD [Comment] GSICS [Definition] | Algorithm Theoretical Basis Document | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] ATMS [Comment] Instrument on NPP and NPOESS [Definition] | Advanced Technology Microwave Sounder | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] ATOVS [Comment] Instrument suite on NOAA/POES and Metop [Definition] | Advanced TIROS Operational Vertical Sounder | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] ATS [Comment] Demonstrator for GEO satellites before GOES [Definition] | Applications Technology Satellite | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] ATSR [Comment] Instrument on ERS [Definition] | Along Track Scanning Radiometer | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] AVHRR [Comment] Instrument on NOAA/POES, Metop [Definition] | Advanced Very High Resolution Radiometer | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] AWI [Comment] Germany [Definition] | Alfred-Wegener-Institute for Polar and Marine Research | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] AWIPS [Comment] NOAA, USA [Definition] | Advanced Weather Interactive Processing System | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] BOM [Comment] Australia [Definition] | Bureau of Meteorology (Australia) | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] BUFR [Comment] Codes and Format [Definition] | Binary Universal Form for data Representation | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] CALIOP [Comment] CALIPSO satellite [Definition] | Cloud Aerosol Lidar with Orthogonal Polarization | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] CAST [Comment] Partner in CBERS development (China) [Definition] | Chinese Academy of Space Technology | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] CBERS [Comment] INPE (Brazil) and CAST (China) [Definition] | China - Brazil Earth Resources Satellite | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] CBS [Comment] WMO [Definition] | Commission for Basic Systems | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] CCAR [Definition] | Colorado Center for Astrodynamics Research (USA) | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] CCD [Comment] Type of camera flown on several meteorological satellites [Definition] | Charged Couple Device | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] CCRS [Definition] | Canada Centre for Remote Sensing | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] CEOS [Comment] www.ceos.org [Definition] | Comittee on Earth Observation Satellites | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] CERES [Comment] Instrument on Aqua, Terra, NPOESS-1 [Definition] | Clouds and Earth’s Radiant Energy System | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] CFC [Definition] | Chlorofluorocarbon | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] CGMS [Comment] cgms.wmo.int [Definition] | Coordination Group for Meteorological Satellites | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] CHAMP [Comment] DLR (Germany) and CNES (France) [Definition] | CHAllenging Minisatellite Payload for magnetic & gravity field measurement | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] CHRPT [Comment] Specific HRPT implementation [Definition] | China's High Resolution Picture Transmission | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] CIMSS [Comment] University of Wisconsin, USA [Definition] | Cooperative Institute for Meteorological Satellite Studies | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] CIRA [Comment] Colorado State University, USA [Definition] | Cooperative Institute for Research in the Atmosphere | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] CLS [Comment] DCS operator (France) [Definition] | Collecte, Localisation Satellites | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] CM [Definition] | Consultative Meeting on High-level Policy on Satellite Matters | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] CMA [Comment] China [Definition] | China Meteorological Administration | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] CME [Comment] Space Weather [Definition] | Coronal Mass Ejection | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] CMI [Definition] | Climate Moisture Index | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] CMIS [Comment] Planned instrument for NPOESS [Definition] | Conically Scanning Microwave Imager / Sounder | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] CMS [Comment] Meteo-France [Definition] | Centre de Météorologie Spatiale (France) | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] CNES [Comment] French National Space Agency [Definition] | Centre Nationale d’Etudes Spatiales | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] CNSA [Comment] China [Definition] | China National Space Administration | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] CoE [Comment] Virtual Laboratory, Training [Definition] | Centre of Excellence | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] COMET [Comment] UCAR [Definition] | Cooperative programme for Operational Meteorology Education & Training | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] CONAE [Comment] Argentina [Definition] | Comision Nacional de Actividades Espaciales | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] COPUOS [Comment] UN-OOSA [Definition] | United Nations Committee on the Peaceful Uses of Outer Space | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] COSMIC [Comment] UCAR [Definition] | Constellation Observing System for Meteorology, Ionosphere and Climate | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] CPTEC [Comment] Brazil, INPE [Definition] | Centreo de Prévision del Tiempo y Estudios Climaticas | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] CrIS [Comment] Instrument on NPP and NPOESS [Definition] | Cross track Infrared Sounder | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] CZCS [Comment] Ocean colour demonstrator on Nimbus-7 (NASA) [Definition] | Coastal Zone Colour Scanner | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] DCP [Comment] See DCS [Definition] | Data Collection Platform | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] DCPC [Comment] WIS component, WMO [Definition] | Data Collection or Production Centre | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] DCRS [Comment] See DCS [Definition] | Data Collection and Retransmission Service | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] DCS [Definition] | Data Collection System | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] DLR [Comment] German Aerospace Centre [Definition] | Deutsches Zentrum für Luft- und Raumfahrt | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] DMI [Comment] Denmark [Definition] | Danish Meteorological Institute | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] DNMI [Comment] Norway [Definition] | Norwegian Meteorological Institute | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] DMSP [Comment] USA [Definition] | Defence Meteorological Satellite Program (USA) | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] DVB-S [Comment] Telecommunication standard [Definition] | Digital Video Broadcast by Satellite | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] DWD [Comment] German national meteorological service [Definition] | Deutscher Wetterdienst | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] DWSS [Comment] USA, DOD [Definition] | Defense Weather Satellite System | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] EARS [Comment] EUMETSAT, RARS [Definition] | EUMETSAT Advanced Retransmission Service | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] ECMWF [Comment] www.ecmwf.int [Definition] | European Centre for Medium-range Weather Forecasts | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] EC-PORS [Comment] GCW [Definition] | Executive Council Panel of Experts on Polar Operations Research and Services | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] ECT [Comment] Local solar time of equator crossing (fixed for sun-synchronous orbits) [Definition] | Equatorial Crossing Time | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] ECV [Comment] GCOS [Definition] | Essential Climate Variable | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] ENSO [Definition] | El Niño Southern Oscillation | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] ENVISAT [Comment] ESA satellite [Definition] | Environmental Satellite | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] EOS [Comment] See: Aqua, Terra, Aura [Definition] | Earth Observation Satellite | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] EPS [Comment] See: Metop, EUMETSAT [Definition] | EUMETSAT Polar System | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] ERB [Definition] | Earth Radiation Budget | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] ERS [Comment] ESA satellite [Definition] | European Remote-sensing Satellite | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] ESA [Comment] www.esa.int [Definition] | European Space Agency | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] ESRC [Comment] ESRC, COMET, UCAR, VL [Definition] | Environmental Satellite Resource Center | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] ET-EGOS [Comment] CBS, WMO [Definition] | Expert Team on the Evolution of the Global Observing system | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] ET-SAT [Comment] CBS, WMO [Definition] | Expert Team on Satellite Systems | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] ET-SUP [Comment] CBS, WMO [Definition] | Expert Team on Satellite Utilisation and Products | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] EUMETSAT [Comment] eumetsat.int [Definition] | European Organisation for the Exploitation of Meteorological Satellites | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] EUV [Definition] | Extreme Ultra Violet | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] fAPAR [Comment] Vegetation product [Definition] | Fraction of Absorbed Photosynthetically Active Radiation | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] FMI [Comment] Finland [Definition] | Finnish Meteorological Institute | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] FNMOC [Comment] US Navy [Definition] | Fleet Numerical Meteorology and Oceanography Center | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] FOV [Definition] | Field of View | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
9721f4f6_Space_Programme___WMO__Definition | [Acronym] FTP [Definition] | File Transfer Protocol | [] | Space Programme | WMO | Definition | http://www.wmo.int/pages/prog/sat/glossary_en.php | 39/1438043062723.96_20150728002422-00077-ip-10-236-191-2_842707141_7.json |
Dataset Card for "UnpredicTable-cluster10" - Dataset of Few-shot Tasks from Tables
Dataset Summary
The UnpredicTable dataset consists of web tables formatted as few-shot tasks for fine-tuning language models to improve their few-shot performance.
There are several dataset versions available:
UnpredicTable-full: Starting from the initial WTC corpus of 50M tables, we apply our tables-to-tasks procedure to produce our resulting dataset, UnpredicTable-full, which comprises 413,299 tasks from 23,744 unique websites.
UnpredicTable-unique: This is the same as UnpredicTable-full but filtered to have a maximum of one task per website. UnpredicTable-unique contains exactly 23,744 tasks from 23,744 websites.
UnpredicTable-5k: This dataset contains 5k random tables from the full dataset.
UnpredicTable data subsets based on a manual human quality rating (please see our publication for details of the ratings):
UnpredicTable data subsets based on the website of origin:
- UnpredicTable-baseball-fantasysports-yahoo-com
- UnpredicTable-bulbapedia-bulbagarden-net
- UnpredicTable-cappex-com
- UnpredicTable-cram-com
- UnpredicTable-dividend-com
- UnpredicTable-dummies-com
- UnpredicTable-en-wikipedia-org
- UnpredicTable-ensembl-org
- UnpredicTable-gamefaqs-com
- UnpredicTable-mgoblog-com
- UnpredicTable-mmo-champion-com
- UnpredicTable-msdn-microsoft-com
- UnpredicTable-phonearena-com
- UnpredicTable-sittercity-com
- UnpredicTable-sporcle-com
- UnpredicTable-studystack-com
- UnpredicTable-support-google-com
- UnpredicTable-w3-org
- UnpredicTable-wiki-openmoko-org
- UnpredicTable-wkdu-org
UnpredicTable data subsets based on clustering (for the clustering details please see our publication):
- UnpredicTable-cluster00
- UnpredicTable-cluster01
- UnpredicTable-cluster02
- UnpredicTable-cluster03
- UnpredicTable-cluster04
- UnpredicTable-cluster05
- UnpredicTable-cluster06
- UnpredicTable-cluster07
- UnpredicTable-cluster08
- UnpredicTable-cluster09
- UnpredicTable-cluster10
- UnpredicTable-cluster11
- UnpredicTable-cluster12
- UnpredicTable-cluster13
- UnpredicTable-cluster14
- UnpredicTable-cluster15
- UnpredicTable-cluster16
- UnpredicTable-cluster17
- UnpredicTable-cluster18
- UnpredicTable-cluster19
- UnpredicTable-cluster20
- UnpredicTable-cluster21
- UnpredicTable-cluster22
- UnpredicTable-cluster23
- UnpredicTable-cluster24
- UnpredicTable-cluster25
- UnpredicTable-cluster26
- UnpredicTable-cluster27
- UnpredicTable-cluster28
- UnpredicTable-cluster29
- UnpredicTable-cluster-noise
Supported Tasks and Leaderboards
Since the tables come from the web, the distribution of tasks and topics is very broad. The shape of our dataset is very wide, i.e., we have 1000's of tasks, while each task has only a few examples, compared to most current NLP datasets which are very deep, i.e., 10s of tasks with many examples. This implies that our dataset covers a broad range of potential tasks, e.g., multiple-choice, question-answering, table-question-answering, text-classification, etc.
The intended use of this dataset is to improve few-shot performance by fine-tuning/pre-training on our dataset.
Languages
English
Dataset Structure
Data Instances
Each task is represented as a jsonline file and consists of several few-shot examples. Each example is a dictionary containing a field 'task', which identifies the task, followed by an 'input', 'options', and 'output' field. The 'input' field contains several column elements of the same row in the table, while the 'output' field is a target which represents an individual column of the same row. Each task contains several such examples which can be concatenated as a few-shot task. In the case of multiple choice classification, the 'options' field contains the possible classes that a model needs to choose from.
There are also additional meta-data fields such as 'pageTitle', 'title', 'outputColName', 'url', 'wdcFile'.
Data Fields
'task': task identifier
'input': column elements of a specific row in the table.
'options': for multiple choice classification, it provides the options to choose from.
'output': target column element of the same row as input.
'pageTitle': the title of the page containing the table.
'outputColName': output column name
'url': url to the website containing the table
'wdcFile': WDC Web Table Corpus file
Data Splits
The UnpredicTable datasets do not come with additional data splits.
Dataset Creation
Curation Rationale
Few-shot training on multi-task datasets has been demonstrated to improve language models' few-shot learning (FSL) performance on new tasks, but it is unclear which training tasks lead to effective downstream task adaptation. Few-shot learning datasets are typically produced with expensive human curation, limiting the scale and diversity of the training tasks available to study. As an alternative source of few-shot data, we automatically extract 413,299 tasks from diverse internet tables. We provide this as a research resource to investigate the relationship between training data and few-shot learning.
Source Data
Initial Data Collection and Normalization
We use internet tables from the English-language Relational Subset of the WDC Web Table Corpus 2015 (WTC). The WTC dataset tables were extracted from the July 2015 Common Crawl web corpus (http://webdatacommons.org/webtables/2015/EnglishStatistics.html). The dataset contains 50,820,165 tables from 323,160 web domains. We then convert the tables into few-shot learning tasks. Please see our publication for more details on the data collection and conversion pipeline.
Who are the source language producers?
The dataset is extracted from WDC Web Table Corpora.
Annotations
Annotation process
Manual annotation was only carried out for the UnpredicTable-rated-low, UnpredicTable-rated-medium, and UnpredicTable-rated-high data subsets to rate task quality. Detailed instructions of the annotation instructions can be found in our publication.
Who are the annotators?
Annotations were carried out by a lab assistant.
Personal and Sensitive Information
The data was extracted from WDC Web Table Corpora, which in turn extracted tables from the Common Crawl. We did not filter the data in any way. Thus any user identities or otherwise sensitive information (e.g., data that reveals racial or ethnic origins, sexual orientations, religious beliefs, political opinions or union memberships, or locations; financial or health data; biometric or genetic data; forms of government identification, such as social security numbers; criminal history, etc.) might be contained in our dataset.
Considerations for Using the Data
Social Impact of Dataset
This dataset is intended for use as a research resource to investigate the relationship between training data and few-shot learning. As such, it contains high- and low-quality data, as well as diverse content that may be untruthful or inappropriate. Without careful investigation, it should not be used for training models that will be deployed for use in decision-critical or user-facing situations.
Discussion of Biases
Since our dataset contains tables that are scraped from the web, it will also contain many toxic, racist, sexist, and otherwise harmful biases and texts. We have not run any analysis on the biases prevalent in our datasets. Neither have we explicitly filtered the content. This implies that a model trained on our dataset may potentially reflect harmful biases and toxic text that exist in our dataset.
Other Known Limitations
No additional known limitations.
Additional Information
Dataset Curators
Jun Shern Chan, Michael Pieler, Jonathan Jao, Jérémy Scheurer, Ethan Perez
Licensing Information
Apache 2.0
Citation Information
@misc{chan2022few,
author = {Chan, Jun Shern and Pieler, Michael and Jao, Jonathan and Scheurer, Jérémy and Perez, Ethan},
title = {Few-shot Adaptation Works with UnpredicTable Data},
publisher={arXiv},
year = {2022},
url = {https://arxiv.org/abs/2208.01009}
}
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