Google Earth Engine——美国国家环境预测中心(NCEP)的气候预测系统再分析(CFSR)是作为一个全球性的、高分辨率的、大气-海洋-陆地表面-海冰耦合系统设计和执行的数据集

The National Centers for Environmental Prediction (NCEP) Climate Forecast System Reanalysis (CFSR) was designed and executed as a global, high-resolution, coupled atmosphere-ocean-land surface-sea ice system to provide the best estimate of the state of these coupled domains over the 32-year period of record from January 1979 to March 2011. It has been extended as an operational real-time product. The data in Earth Engine are only present starting from December 13, 2018.

 

Forecasts are initialized four times per day (0000, 0600, 1200, and 1800 UTC). We ingest only a subset of bands from files matching cdas1.t??z.pgrbh03|00.grib2 i.e. files of only 0-hour and 3-hour forecasts as the others are omitted. The forecast length is indicated by the 'forecast_hour' metadata field.

Some images contain only a subset of bands. Using this dataset with both "00" and "03" forecast types will require you to cast the bands across the collection.

美国国家环境预测中心(NCEP)的气候预测系统再分析(CFSR)是作为一个全球性的、高分辨率的、大气-海洋-陆地表面-海冰耦合系统设计和执行的,以提供1979年1月至2011年3月32年记录期间这些耦合领域状态的最佳估计。它已被扩展为一个实用的实时产品。地球引擎中的数据只从2018年12月13日开始出现。

预测每天初始化四次(0000、0600、1200和1800 UTC)。我们只从匹配cdas1.t??z.pgrbh03|00.grib2的文件中摄取一个波段子集,即只摄取0小时和3小时的预报文件,因为其他的都省略了。预报长度由 "预报_小时 "元数据字段表示。

有些图像只包含一个波段的子集。使用这个数据集的 "00 "和 "03 "预报类型将要求你在整个集合中投下波段。

Dataset Availability

2018-12-13T00:00:00 - 2021-09-30T00:00:00

Dataset Provider

NOAA NWS National Centers for Environmental Prediction (NCEP)

Collection Snippet

ee.ImageCollection("NOAA/CFSR")

Resolution

55660 meters

Bands Table

Name Description Min* Max* Units
u-component_of_wind_hybrid u-component of wind at Hybrid level for 00 and 03 forecast -47.24 44.33 m/s
v-component_of_wind_hybrid v-component of wind at Hybrid level for 00 and 03 forecast -45.45 46.36 m/s
Albedo_surface_3_Hour_Average Albedo 3 hour average at ground or water surface for 03 forecast 0 91.59999847 %
Canopy_water_evaporation_surface_3_Hour_Average Canopy water evaporation 3 hour average at ground or water surface for 03 forecast 0 746 W/m^2
Categorical_Rain_surface Categorical Rain at ground or water surface for 00 and 03 forecast 0 1 INT
Categorical_Rain_surface_3_Hour_Average Categorical Rain 3 hour average at ground or water surface for 03 forecast 0 1 INT
Categorical_Freezing_Rain_surface_3_Hour_Average Categorical freezing rain 3 hour average at ground or water surface for 03 forecast 0 1 INT
Categorical_Ice_Pellets_surface_3_Hour_Average Categorical ice pellets 3 hour average at ground or water surface for 03 forecast 0 1 INT
Categorical_Snow_surface_3_Hour_Average Categorical snow 3 hour average at ground or water surface for 03 forecast 0 1 INT
Clear_Sky_Downward_Long_Wave_Flux_surface_3_Hour_Average Clear Sky Downward Long Wave Flux 3 hour average at ground or water surface for 03 forecast 56 483 W/m^2
Clear_Sky_Downward_Solar_Flux_surface_3_Hour_Average Clear Sky Downward Solar Flux 3 hour average at ground or water surface for 03 forecast 0 1142 W/m^2
Clear_Sky_Upward_Long_Wave_Flux_surface_3_Hour_Average Clear Sky Upward Long Wave Flux 3 hour average at ground or water surface for 03 forecast 78 698 W/m^2
Clear_Sky_Upward_Solar_Flux_atmosphere_top_3_Hour_Average Clear Sky Upward Solar Flux 3 hour average at ground or water surface for 03 forecast 0 767 W/m^2
Clear_sky_UV-B_Downward_Solar_Flux_surface_3_Hour_Average Clear Sky UV-B Downward Solar Flux 3 hour average at ground or water surface for 03 forecast 0 24.77 W/m^2
Cloud_water_entire_atmosphere_single_layer Cloud water at entire atmosphere layer for 00 and 03 forecast 0 19 kg/m^2
Cloud_Work_Function_entire_atmosphere_single_layer_3_Hour_Average Cloud work function 3 hour average at entire atmosphere layer for 03 forecast 0 5791 J/kg
Convective_available_potential_energy_surface Convective available potential energy at ground or water surface for 00 and 03 forecast 0 6069 J/kg
Convective_available_potential_energy_pressure_difference_layer Convective available potential energy at specified pressure difference from ground to level layer for 03 forecast 0 5559 J/kg
Convective_Precipitation_Rate_surface_3_Hour_Average Convective precipitation rate 3 hour average at ground or water surface for 03 forecast 0 0.002 kg/(m^2/s)
Convective_precipitation_surface_3_Hour_Accumulation Convective precipitation 3 hour average at ground or water surface for 03 forecast 0 19.2 kg/m^2
Direct_Evaporation_from_Bare_Soil_surface_3_Hour_Average Direct evaporation from bare soil surface 3 hour average at ground or water surface for 03 forecast 0 767 W/m^2
Downward_Long-Wave_Radp_Flux_surface Downward Long-Wave Rad. Flux at ground or water surface for 00 and 03 forecast 60 530 W/m^2
Downward_Long-Wave_Radp_Flux_surface_3_Hour_Average Downward Long-Wave Rad. Flux 3 hour average at ground or water surface for 03 forecast 60 508 W/m^2
Downward_Short-Wave_Radiation_Flux_surface Downward Short-Wave Radiation Flux at ground or water surface for 00 and 03 forecast 0 1224 W/m^2
Downward_Short-Wave_Radiation_Flux_surface_3_Hour_Average Downward Short-Wave Radiation Flux 3 hour average at ground or water surface for 03 forecast 0 1142 W/m^2
Downward_Short-Wave_Radiation_Flux_atmosphere_top_3_Hour_Average Downward Short-Wave Radiation Flux atmosphere top 3 hour average at ground or water surface for 03 forecast 0 1382 W/m^2
Exchange_Coefficient_surface Exchange Coefficient at ground or water surface for 00 and 03 forecast 0 0.69 (kg/m^3)/(m/s)
Frictional_Velocity_surface Frictional Velocity at ground or water surface for 00 and 03 forecast 0.002 3.5 m/s
Ground_Heat_Flux_surface Ground Heat Flux at ground or water surface for 00 and 03 forecast -459 683 W/m^2
Ground_Heat_Flux_surface_3_Hour_Average Ground Heat Flux 4 hour average at ground or water surface for 03 forecast -170 538 W/m^2
Ice_cover_surface Ice cover at ground or water surface for 00 and 03 forecast 0 1 INT
Ice_thickness_surface Ice thickness at ground or water surface for 00 and 03 forecast 0 4.76 m
Land_cover_0__sea_1__land_surface Land cover (0 = sea, 1 = land) at ground or water surface for 00 and 03 forecast 0 1 INT
Latent_heat_net_flux_surface Latent heat net flux at ground or water surface for 00 and 03 forecast -399 1675 W/m^2
Latent_heat_net_flux_surface_3_Hour_Average Latent heat net flux 3 hour average at ground or water surface for 03 forecast -305 1250 W/m^2
Liquid_Volumetric_Soil_Moisture_non_Frozen_depth_below_surface_layer_5_cm Liquid Volumetric Soil Moisture (non Frozen) 5 cm depth below land surface layer 0.03 1 DOUBLE
Liquid_Volumetric_Soil_Moisture_non_Frozen_depth_below_surface_layer_25_cm Liquid Volumetric Soil Moisture (non Frozen) 25 cm depth below land surface layer 0.028 1 DOUBLE
Liquid_Volumetric_Soil_Moisture_non_Frozen_depth_below_surface_layer_70_cm Liquid Volumetric Soil Moisture (non Frozen) 50 cm depth below land surface layer 0.028 1 DOUBLE
Liquid_Volumetric_Soil_Moisture_non_Frozen_depth_below_surface_layer_150_cm Liquid Volumetric Soil Moisture (non Frozen) 150 cm depth below land surface layer 0.028 1 DOUBLE
Maximum_temperature_height_above_ground_3_Hour_Interval Maximum temperature for 3 Hour Interval at specified height level above ground for 03 forecast 201.39 327.7 K
Minimum_temperature_height_above_ground_3_Hour_Interval Minimum temperature for 3 Hour Interval at specified height level above ground for 03 forecast 201 321.89 K
Maximum_specific_humidity_at_2m_height_above_ground_3_Hour_Interval Maximum specific humidity for 3 Hour Interval at 2m specified height level above ground for 03 forecast 0 0.036 kg/kg
Minimum_specific_humidity_at_2m_height_above_ground_3_Hour_Interval Minimum specific humidity for 3 Hour Interval at 2m specified height level above ground for 03 forecast 0 0.024 kg/kg
Momentum_flux_u-component_surface_3_Hour_Average Momentum flux, u-component 3 hour average at ground or water surface for 03 forecast -6.56 8.25 N/m^2
Momentum_flux_v-component_surface_3_Hour_Average Momentum flux, u-component 3 hour average at ground or water surface for 03 forecast -6.17 7.22 N/m^2
Plant_Canopy_Surface_Water_surface Plant Canopy Surface Water at ground or water surface for 00 and 03 forecast 0 0.5 kg/m^2
Planetary_Boundary_Layer_Height_surface Planetary Boundary Layer Height at ground or water surface for 00 and 03 forecast 17 6590 m
Potential_Evaporation_Rate_surface Potential Evaporation Rate at ground or water surface for 00 and 03 forecast -150 5617 W/m^2
Potential_Evaporation_Rate_surface_3_Hour_Average Potential Evaporation Rate 3 hour average at ground or water surface for 03 forecast -120 5263 W/m^2
Precipitation_rate_surface_3_Hour_Average Precipitable rate 3 hour average at ground or water surface for 03 forecast 0 0.022 kg/m^2s
Precipitable_water_entire_atmosphere_single_layer Precipitable water at entire atmosphere layer for 00 and 03 forecast -0.6 99.09 kg/m^2
Precipitable_water_pressure_difference_layer Precipitable water at specified pressure difference from ground to level layer for 00 forecast 0 7.94 kg/m^2
Pressure_msl Pressure at Mean sea level for 03 forecast 92406.39 106907.89 Pa
Pressure_reduced_to_MSL_msl Pressure reduced to MSL at Mean sea level for 00 and 03 forecast 92492.8 106667.79 Pa
Pressure_surface Pressure at ground or water surface for 00 and 03 forecast 48110 105600 Pa
Relative_humidity_entire_atmosphere_single_layer Relative humidity at entire atmosphere layer for 00 and 03 forecast 0 96 %
Sensible_heat_net_flux_surface Sensible heat net flux at ground or water surface for 00 and 03 forecast -1582 2500 W/m^2
Sensible_heat_net_flux_surface_3_Hour_Average Sensible heat net flux 3 hour average at ground or water surface for 03 forecast -977 1202 W/m^2
Snow_Cover_surface_3_Hour_Average Snow cover 3 hour average at ground or water surface for 03 forecast 0 100 %
Snow_depth_surface Snow depth at ground or water surface for 00 and 03 forecast 0 4.55 m
Snow_Phase_Change_Heat_Flux_surface_3_Hour_Average Snow phase change hear flux 3 hour average at ground or water surface for 03 forecast -405 911 W/m^2
Soil_moisture_content_depth_below_surface_layer Soil moisture content at Depth below land surface layer for 00 and 03 forecast 62.01 2000.05 kg/m^2
Soil_type_surface Soil type at ground or water surface for 00 and 03 forecast 1 9 INT
Storm_Surface_Runoff_surface_3_Hour_Accumulation Strom surface runoff 3 hour accumulation at ground or water surface for 03 forecast 0 193.12 kg/m^2
Sublimation_evaporation_from_snow_surface_3_Hour_Average Sublimation (evaporation from snow) 3 hour average at ground or water surface for 03 forecast 0 742 W/m^2
Specific_humidity_height_above_ground Specific humidity at Specified height level above ground for 00 forecast 0.001 0.036 kg/kg
Surface_Lifted_Index_surface Surface Lifted Index at ground or water surface for 00 and 03 forecast -15.8 57.2 K
Surface_roughness_surface Surface roughness at ground or water surface for 00 and 03 forecast 0 2.7 m
Surface_Slope_Type_surface Surface Slope Type at ground or water surface for 00 and 03 forecast 1 9 index
Temperature_depth_below_surface_layer_5_cm Temperature 5cm depth below land surface layer for 00 and 03 forecast 219.127 323.104 K
Temperature_depth_below_surface_layer_25_cm Temperature 25cm epth below land surface layer for 00 and 03 forecast 220.288 313.299 K
Temperature_depth_below_surface_layer_70_cm Temperature 70 cm depth below land surface layer for 00 and 03 forecast 218.704 310.007 K
Temperature_depth_below_surface_layer_150_cm Temperature 150cm depth below land surface layer for 00 and 03 forecast 218.925 307.662 K
Temperature_height_above_ground Temperature at Specified height level above ground for 00 forecast 201.17 325.763 K
Temperature_surface Temperature at ground or water surface for 00 and 03 forecast 192.569 339.173 K
Total_cloud_cover_convective_cloud Total cloud cover at Convective cloud layer for 00 forecast 0 100 %
Total_ozone_entire_atmosphere_single_layer Total ozone at entire atmosphere layer for 00 and 03 forecast 177 571.4 DU
Total_precipitation_surface_3_Hour_Accumulation Total precipitation 3 hour average at ground or water surface for 03 forecast 0 239 kg/m^2
Transpiration_surface_3_Hour_Average Transpiration surface 3 hour average at ground or water surface for 03 forecast 0 680 W/m^2
Upward_Long-Wave_Radp_Flux_surface Upward Long-Wave Rad. Flux at ground or water surface for 00 and 03 forecast 135 611 W/m^2
Upward_Long-Wave_Radp_Flux_surface_3_Hour_Average Upward Long-Wave Radiation Flux 3 hour average at ground or water surface for 03 forecast 78 703 W/m^2
Upward_Long-Wave_Radp_Flux_atmosphere_top_3_Hour_Average Upward Long-Wave Radiation Flux 3 hour average at nominal top of the atmosphere for 03 forecast 69 384 W/m^2
Upward_Short-Wave_Radiation_Flux_surface Upward Short-Wave Radiation Flux at ground or water surface for 00 and 03 forecast 0 869 W/m^2
Upward_Short-Wave_Radiation_Flux_surface_3_Hour_Average Upward Short-Wave Radiation Flux 3 hour average at ground or water surface for 03 forecast 0 806 W/m^2
Upward_Short-Wave_Radiation_Flux_atmosphere_top_3_Hour_Average Upward Short-Wave Radiation Flux 3 hour average at nominal top of the atmosphere for 03 forecast 0 1049 W/m^2
UV-B_Downward_Solar_Flux_surface_3_Hour_Average UV-B Downward Solar Flux 3 hour average at ground or water surface for 03 forecast 0 24.7 W/m^2
Vegetation_surface Vegetation at ground or water surface for 00 and 03 forecast 0 99 %
Vegetation_Type_surface Vegetation Type at ground or water surface for 00 and 03 forecast 1 13 INT
Volumetric_Soil_Moisture_Content_depth_below_surface_layer_5_cm Volumetric soil moisture content 5cm below surface layer for 00 and 03 forecast 0.03 1 fraction
Volumetric_Soil_Moisture_Content_depth_below_surface_layer_25_cm Volumetric soil moisture content 25cm below surface layer for 00 and 03 forecast 0.028 1 fraction
Volumetric_Soil_Moisture_Content_depth_below_surface_layer_70_cm Volumetric soil moisture content 70cm below surface layer for 00 and 03 forecast 0.028 1 fraction
Volumetric_Soil_Moisture_Content_depth_below_surface_layer_150_cm Volumetric soil moisture content 150cm below surface layer for 00 and 03 forecast 0.028 1 fraction
Water_equivalent_of_accumulated_snow_depth_surface Water equivalent of accumulated snow depth at ground or water surface for 00 and 03 forecast 0 458.82 kg/m^2
Water_runoff_surface_3_Hour_Accumulation Water runoff 3 hour accumulation at ground or water surface for 03 forecast 0 193.12 kg/m^2

* = Values are estimated

数据属性:

Name Type Description
forecast_hour Int Duration of forecast in hours

数据引用:

Saha, S., S. Moorthi, H. Pan, X. Wu, J. Wang, and Coauthors, 2010: The NCEP Climate Forecast System Reanalysis. Bulletin of the American Meteorological Society, 91, 1015–1057. doi:10.1175/2010BAMS3001.1

数据说明:

NOAA data, information, and products, regardless of the method of delivery, are not subject to copyright and carry no restrictions on their subsequent use by the public. Once obtained, they may be put to any lawful use. The forgoing data is in the public domain and is being provided without restriction on use and distribution. For more information visit the NWS disclaimer site.

代码:

var dataset = ee.ImageCollection('NOAA/CFSR')
                  .filter(ee.Filter.date('2019-04-01', '2019-04-07'));
var temperatureSurface = dataset.select('Temperature_surface');
var visParams = {
  min: 192.0,
  max: 339.0,
  palette: ["blue", "purple", "cyan", "green", "yellow", "red"]
};
Map.setCenter(-88.6, 26.4, 1);
Map.addLayer(temperatureSurface, visParams, 'Temperature Surface');

Google Earth Engine——美国国家环境预测中心(NCEP)的气候预测系统再分析(CFSR)是作为一个全球性的、高分辨率的、大气-海洋-陆地表面-海冰耦合系统设计和执行的数据集

The National Centers for Environmental Prediction (NCEP) Climate Forecast System (CFS) is a fully coupled model representing the interaction between the Earth's atmosphere, oceans, land, and sea ice. CFS was developed at the Environmental Modeling Center (EMC) at NCEP. The operational CFS was upgraded to version 2 (CFSv2) on March 30, 2011.

Forecasts are initialized four times per day (0000, 0600, 1200, and 1800 UTC). This is the same model that was used to create the NCEP Climate Forecast System Reanalysis (CFSR), and the purpose of the CFSv2 dataset is to extend CFSR. We ingest only a subset of bands from files matching cdas1.t??z.sfluxgrbf06.grib2.

For more information about CFS, please see the CFS NOAA site.

CFSV2: NCEP Climate Forecast System Version 2, 6-Hourly Products

Dataset Availability

1979-01-01T00:00:00 - 2021-09-30T00:00:00

Dataset Provider

NOAA NWS National Centers for Environmental Prediction (NCEP)

Collection Snippet

Copied

ee.ImageCollection("NOAA/CFSV2/FOR6H")

代码:

var dataset = ee.ImageCollection('NOAA/CFSV2/FOR6H')
                  .filter(ee.Filter.date('2018-03-01', '2018-03-14'));
var temperatureAboveGround = dataset.select('Temperature_height_above_ground');
var visParams = {
  min: 220.0,
  max: 310.0,
  palette: ['blue', 'purple', 'cyan', 'green', 'yellow', 'red'],
};
Map.setCenter(-88.6, 26.4, 1);
Map.addLayer(temperatureAboveGround, visParams, 'Temperature Above Ground');

Google Earth Engine——美国国家环境预测中心(NCEP)的气候预测系统再分析(CFSR)是作为一个全球性的、高分辨率的、大气-海洋-陆地表面-海冰耦合系统设计和执行的数据集

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