Google Earth Engine ——MOD16A2 V105产品以1公里的像素分辨率提供8天的全球陆地蒸发量（ET）信息

2024-02-02 11:26:05 浏览数 (2)

The MOD16A2 V105 product provides information about 8-day global terrestrial evapotranspiration at 1km pixel resolution. Evapotranspiration (ET) is the sum of evaporation and plant transpiration from the Earth's surface to the atmosphere. With long-term ET data, the effects of changes in climate, land use, and ecosystems disturbances can be quantified.

The MOD16A2 product is produced by the Numerical Terradynamic Simulation Group NTSG, University of Montana (UMT) in conjunction with NASA Earth Observing System. For more details about the algorithm used see the algorithm theoretical basis document.

The period of coverage is 8 days with the exception of the last period at the end of the year which is either 5 or 6 days. ET/PET units are 0.1mm/5-day for December 27-31 of 2001, 2002, 2003, 2005, 2006, 2007, 2009, 2010, and 0.1mm/6-day for December 26-31 of 2000, 2004, 2008 (leap years). *For some pixels in African rainforest, the MODIS albedo data from MCD43B2/MCD43B3 have no cloud-free data throughout an entire year. As a result, pixels for that year in all data bands are masked out.

MOD16A2 V105产品以1公里的像素分辨率提供8天的全球陆地蒸发量信息。蒸发量（ET）是地球表面到大气中的蒸发量和植物蒸腾量的总和。有了长期的蒸散发数据，气候、土地利用和生态系统干扰的变化的影响就可以被量化。

MOD16A2产品是由蒙大拿大学（UMT）的NTSG数值地球动力学模拟小组与NASA地球观测系统共同制作的。关于所用算法的更多细节，请参见算法理论基础文件。

覆盖期为8天，除了年底的最后一个时期是5天或6天之外。2001、2002、2003、2005、2006、2007、2009、2010年12月27-31日的ET/PET单位为0.1毫米/5天，2000、2004、2008年12月26-31日（闰年）为0.1毫米/6天。*对于非洲雨林的一些像素，来自MCD43B2/MCD43B3的MODIS反照率数据在整个一年中没有无云数据。因此，所有数据波段中该年的像素都被掩盖了。

Dataset Availability

2000-01-01T00:00:00 - 2014-12-31T00:00:00

Dataset Provider

Numerical Terradynamic Simulation Group, The University of Montana

Collection Snippet

ee.ImageCollection("MODIS/NTSG/MOD16A2/105")

使用说明：

MODIS data and products acquired through the LP DAAC have no restrictions on subsequent use, sale, or redistribution.

Resolution

1000 meters

Bands Table

Name

Description

Min*

Max*

Units

Scale

ET

Evapotranspiration, aggregated for period of coverage.*

-5

453

kg/m^2

0.1

LE

Latent heat flux, averaged daily over the period of coverage.*

-20

1671

J/m^2/day

0.0001

PET

Potential evapotranspiration, aggregated for period of coverage.*

-8

793

kg/m^2

0.1

PLE

Potential Latent Heat Flux, averaged daily over the period ofcoverage.*

-40

3174

J/m^2/day

0.0001

ET_QC

ET quality control.

0

ET_QC Bitmask

Bit 0: MODLAND_QC bits 0: Good quality (main algorithm with or without saturation)1: Other quality (back-up algorithm or fill values)Bit 1: Sensor 0: Terra1: AquaBit 2: Dead detector 0: Detectors fine for up to 50% of channels 1, 21: Dead detectors caused >50% adjacent detector retrievalBits 3-4: Cloud state 0: Significant clouds NOT present (clear)1: Significant clouds WERE present2: Mixed cloud present on pixel3: Cloud state not defined, assumed clearBits 5-7: SCF_QC (five level confidence score) 0: Main method used, best result possible (no saturation)1: Main method used, good and very usable (with saturation)2: Main method failed due to bad geometry, empirical algorithm used3: Main method failed due to problems other than geometry, empirical algorithm used4: Pixel not produced at all, value couldn't be retrieved

  • Bit 0: MODLAND_QC bits
    • 0: Good quality (main algorithm with or without saturation)
    • 1: Other quality (back-up algorithm or fill values)
  • Bit 1: Sensor
    • 0: Terra
    • 1: Aqua
  • Bit 2: Dead detector
    • 0: Detectors fine for up to 50% of channels 1, 2
    • 1: Dead detectors caused >50% adjacent detector retrieval
  • Bits 3-4: Cloud state
    • 0: Significant clouds NOT present (clear)
    • 1: Significant clouds WERE present
    • 2: Mixed cloud present on pixel
    • 3: Cloud state not defined, assumed clear
  • Bits 5-7: SCF_QC (five level confidence score)
    • 0: Main method used, best result possible (no saturation)
    • 1: Main method used, good and very usable (with saturation)
    • 2: Main method failed due to bad geometry, empirical algorithm used
    • 3: Main method failed due to problems other than geometry, empirical algorithm used
    • 4: Pixel not produced at all, value couldn't be retrieved

* = Values are estimated引用：

影像属性：

Name Type Description days_of_coverage Double Number of days covered by each image since the period of coverage for the last asset of the year can be of varying length

使用说明：

All NTSG data distributed through this site has no restrictions on subsequent use, sale, or redistribution.

引用：

Qiaozhen Mu, Maosheng Zhao, Steven W. Running and Numerical Terradynamic Simulation Group (2014): MODIS Global Terrestrial Evapotranspiration (ET) Product MOD16A2 Collection 5.

代码：

代码语言：javascript复制
var dataset = ee.ImageCollection('MODIS/NTSG/MOD16A2/105')
                  .filter(ee.Filter.date('2014-04-01', '2014-06-01'));
var evapotranspiration = dataset.select('ET');
var evapotranspirationVis = {
  min: 0.0,
  max: 300.0,
  palette:
      ['a50000', 'ff4f1a', 'f1e342', 'c7ef1f', '05fff3', '1707ff', 'd90bff'],
};
Map.setCenter(6.746, 46.529, 2);
Map.addLayer(evapotranspiration, evapotranspirationVis, 'Evapotranspiration');
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