Clayson、Carol Anne、Brown、Jeremiah、NOAA CDR Program（2016 年）。NOAA Climate Data Record Ocean Surface Bundle（OSB）海洋熱フラックスの Climate Data Record（CDR）、バージョン 2。[indicate subset used]。NOAA National Climatic Data Center。doi:10.7289/V59K4885。
[null,null,[],[[["\u003cp\u003eThe NOAA Ocean Heat Fluxes dataset provides a Climate Data Record (CDR) of air/ocean heat fluxes over ice-free oceans from 1988 to 2021.\u003c/p\u003e\n"],["\u003cp\u003eIt is calculated using a neural-network emulator of the TOGA-COARE Bulk Air-Sea Flux Algorithm based on near-surface atmospheric and sea surface temperature.\u003c/p\u003e\n"],["\u003cp\u003eThe dataset includes surface upward latent and sensible heat fluxes, along with quality control flags, at a resolution of 27830 meters.\u003c/p\u003e\n"],["\u003cp\u003eIt is freely available for research, education, and nonprofit use with no restrictions on its use.\u003c/p\u003e\n"],["\u003cp\u003eThe data is provided by NOAA and can be accessed and analyzed through Google Earth Engine.\u003c/p\u003e\n"]]],[],null,["# NOAA CDR: Ocean Heat Fluxes, Version 2\n\nDataset Availability\n: 1988-01-01T00:00:00Z--2021-08-31T00:00:00Z\n\nDataset Provider\n:\n\n\n [NOAA](https://www.ncdc.noaa.gov/cdr/atmospheric/ocean-heat-fluxes)\n\nCadence\n: 3 Hours\n\nTags\n:\n[atmospheric](/earth-engine/datasets/tags/atmospheric) [cdr](/earth-engine/datasets/tags/cdr) [flux](/earth-engine/datasets/tags/flux) [heat](/earth-engine/datasets/tags/heat) [hourly](/earth-engine/datasets/tags/hourly) [noaa](/earth-engine/datasets/tags/noaa) [ocean](/earth-engine/datasets/tags/ocean) [oceans](/earth-engine/datasets/tags/oceans) [osb](/earth-engine/datasets/tags/osb) \n\n#### Description\n\nThe Ocean Heat Fluxes dataset is part of the NOAA Ocean Surface Bundle (OSB)\nand provides a high quality Climate Data Record (CDR) of the air/ocean heat\nfluxes over ice-free oceans.\n\nThis dataset is calculated from the OSB CDR parameters of near-surface\natmospheric and sea surface temperature using a neural-network\nemulator of the TOGA-COARE Bulk Air-Sea Flux Algorithm.\n\n### Bands\n\n\n**Pixel Size**\n\n27830 meters\n\n**Bands**\n\n| Name | Units | Min | Max | Pixel Size | Description |\n|-------------------------------------|--------|-----------|-----------|------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n| `surface_upward_latent_heat_flux` | W/m\\^2 | -50\\* | 500\\* | meters | Flux of heat from the Earth's surface to the atmosphere which causes a change in phase of matter, e.g. evaporation of water at the surface and subsequent condensation of water vapor in the troposphere |\n| `surface_upward_sensible_heat_flux` | W/m\\^2 | -299.99\\* | 1499.93\\* | meters | Flux of heat from the Earth's surface to the atmosphere which causes a change in air temperature, primarily through conduction and convection |\n| `fill_missing_qc` | | | | meters | Quality control flags |\n| Bitmask for fill_missing_qc - Bits 0-2: Quality control flags - 0: Pixel values from neural network - 1: Unused flag - 2: Snow/ice - 3: Over land - 4: Over lake - 5: High winds; wind speed greater than 45 m/s is clamped to 45 m/s - 6: Failed interpolation, fluxes unresolved ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||\n\n\\* estimated min or max value\n\n### Terms of Use\n\n**Terms of Use**\n\nThe NOAA CDR Program's official distribution point for CDRs is NOAA's\nNational Climatic Data Center which provides sustained, open access and\nactive data management of the CDR packages and related information in\nkeeping with the United States' open data policies and practices as\ndescribed in the President's Memorandum on \"Open Data Policy\" and pursuant\nto the Executive Order of May 9, 2013, \"Making Open and Machine Readable\nthe New Default for Government Information\". In line with these policies,\nthe CDR data sets are nonproprietary, publicly available, and no\nrestrictions are placed upon their use. For more information, see the\n[Fair Use of NOAA's CDR Data Sets, Algorithms and Documentation](https://www1.ncdc.noaa.gov/pub/data/sds/cdr/CDRs/Aerosol_Optical_Thickness/UseAgreement_01B-04.pdf)\npdf.\n\n### Citations\n\nCitations:\n\n- Clayson, Carol Anne, Brown, Jeremiah, and NOAA CDR Program (2016). NOAA\n Climate Data Record Ocean Surface Bundle (OSB) Climate Data Record (CDR) of\n Ocean Heat Fluxes, Version 2. \\[indicate subset used\\]. NOAA National Climatic\n Data Center. [doi:10.7289/V59K4885](https://doi.org/10.7289/V59K4885).\n\n### DOIs\n\n- \u003chttps://doi.org/10.7289/V59K4885\u003e\n\n### Explore with Earth Engine\n\n| **Important:** Earth Engine is a platform for petabyte-scale scientific analysis and visualization of geospatial datasets, both for public benefit and for business and government users. Earth Engine is free to use for research, education, and nonprofit use. To get started, please [register for Earth Engine access.](https://console.cloud.google.com/earth-engine)\n\n### Code Editor (JavaScript)\n\n```javascript\nvar dataset = ee.ImageCollection('NOAA/CDR/HEAT_FLUXES/V2')\n .filter(ee.Filter.date('2017-05-01', '2017-05-14'));\nvar heatFluxVis = {\n min: -50.0,\n max: 500.0,\n bands: [\n 'surface_upward_sensible_heat_flux',\n 'surface_upward_sensible_heat_flux',\n 'surface_upward_latent_heat_flux',\n ]\n};\nMap.setCenter(28.61, -18.98, 2);\nMap.addLayer(dataset, heatFluxVis, 'Heat Flux');\n```\n[Open in Code Editor](https://code.earthengine.google.com/?scriptPath=Examples:Datasets/NOAA/NOAA_CDR_HEAT_FLUXES_V2) \n[NOAA CDR: Ocean Heat Fluxes, Version 2](/earth-engine/datasets/catalog/NOAA_CDR_HEAT_FLUXES_V2) \nThe Ocean Heat Fluxes dataset is part of the NOAA Ocean Surface Bundle (OSB) and provides a high quality Climate Data Record (CDR) of the air/ocean heat fluxes over ice-free oceans. This dataset is calculated from the OSB CDR parameters of near-surface atmospheric and sea surface temperature using a neural-network ... \nNOAA/CDR/HEAT_FLUXES/V2, atmospheric,cdr,flux,heat,hourly,noaa,ocean,oceans,osb \n1988-01-01T00:00:00Z/2021-08-31T00:00:00Z \n-90 -180 90 180 \nGoogle Earth Engine \nhttps://developers.google.com/earth-engine/datasets\n\n- [https://doi.org/10.7289/V59K4885](https://doi.org/https://www.ncdc.noaa.gov/cdr/atmospheric/ocean-heat-fluxes)\n- [https://doi.org/10.7289/V59K4885](https://doi.org/https://developers.google.com/earth-engine/datasets/catalog/NOAA_CDR_HEAT_FLUXES_V2)"]]
