Google Earth Engine——海洋热通量数据集是NOAA海洋表面束(OSB)的一部分,提供了无冰海洋上空气/海洋热通量的高质量的气候数据记录(CDR)。

2024-02-02 09:56:40 浏览数 (3)

The 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 emulator of the TOGA-COARE Bulk Air-Sea Flux Algorithm.

海洋热通量数据集是NOAA海洋表面束(OSB)的一部分,提供了无冰海洋上空气/海洋热通量的高质量的气候数据记录(CDR)。

该数据集是利用TOGA-COARE大量空气-海洋通量算法的神经网络仿真器,从OSB CDR的近表面大气和海面温度参数中计算出来。

Dataset Availability

1988-01-01T00:00:00 - 2021-05-31T00:00:00

Dataset Provider

NOAA

Collection Snippet

ee.ImageCollection("NOAA/CDR/HEAT_FLUXES/V2")

Resolution

27830 meters

Bands Table

Name

Description

Min*

Max*

Units

surface_upward_latent_heat_flux

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

-50

500

W/m^2

surface_upward_sensible_heat_flux

Flux of heat from the Earth's surface to the atmosphere which causes a change in air temperature, primarily through conduction and convection

-299.99

1499.93

W/m^2

fill_missing_qc

Quality control flags

fill_missing_qc Bitmask

Bits 0-2: Quality control flags 0: Pixel values from neural network1: Unused flag2: Snow/ice3: Over land4: Over lake5: High winds; wind speed greater than 45 m/s is clamped to 45 m/s6: Failed interpolation, fluxes unresolved

  • 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

* = Values are estimated

数据说明:

The NOAA CDR Program’s official distribution point for CDRs is NOAA’s National Climatic Data Center which provides sustained, open access and active data management of the CDR packages and related information in keeping with the United States’ open data policies and practices as described in the President's Memorandum on "Open Data Policy" and pursuant to the Executive Order of May 9, 2013, "Making Open and Machine Readable the New Default for Government Information". In line with these policies, the CDR data sets are nonproprietary, publicly available, and no restrictions are placed upon their use. For more information, see the Fair Use of NOAA's CDR Data Sets, Algorithms and Documentation pdf.

引用:

Clayson, Carol Anne, Brown, Jeremiah, and NOAA CDR Program (2016). NOAA Climate Data Record Ocean Surface Bundle (OSB) Climate Data Record (CDR) of Ocean Heat Fluxes, Version 2. [indicate subset used]. NOAA National Climatic Data Center. doi:10.7289/V59K4885.

代码:

代码语言:javascript复制
var dataset = ee.ImageCollection('NOAA/CDR/HEAT_FLUXES/V2')
                  .filter(ee.Filter.date('2017-05-01', '2017-05-14'));
var heatFluxVis = {
  min: -50.0,
  max: 500.0,
  bands: [
    'surface_upward_sensible_heat_flux',
    'surface_upward_sensible_heat_flux',
    'surface_upward_latent_heat_flux',
  ]
};
Map.setCenter(28.61, -18.98, 2);
Map.addLayer(dataset, heatFluxVis, 'Heat Flux');

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