数据说明
TRMM_3B42_Daily Precipitation
上传时间:2019-10-10 09:52:36 浏览次数:作者与来源:admin

This daily accumulated precipitation product is generated from the research-quality 3-hourly TRMM Multi-Satellite Precipitation Analysis TMPA (3B42).  Simple summation of valid retrievals in a grid cell is applied for the data day. The result is given in (mm). The beginning and ending time for every daily granule are listed in the file global attributes, and are taken correspondingly from the first and the last 3-hourly granules participating in the aggregation. Thus the time period covered by one daily granule amounts to 24 hours, which can be inspected in the file global attributes.

Satellite/Sensor:TRMM

Unit: mm

Resolution: 25km,Daily

Duration: 1998-01-01 to  2019-04-30

Source: NASA

Version:V7

Spatial Coverage:-180,-50,180,50

Dataset Name: NASA_TRMM_MERGE_GLOBAL

Product Name: NASA_TRMM_MERGE_yyyy-MM-ddTOyyyy-MM-dd_L3B_GLOBAL_25KM_Precip_v7

Processing:

Counts of valid retrievals for the day are provided for every variable, making it possible to compute conditional and unconditional mean precipitation for grid cells where less than 8 retrievals for the day are available.

Efforts have been made to make the format of this derived product as similar as possible to the new Global Precipitation Measurement CF-compliant file format.

The daily accumulation is derived by summing *valid* retrievals in a grid cell for the data day. Since the 3-hourly source data are in mm/hr, a factor of 3 is applied to the sum. Thus, for every grid cell we have

Pdaily = 3 * SUM{Pi * 1[Pi valid]}, i=[1,Nf]

Pdaily_cnt = SUM{1[Pi valid]}

where:

Pdaily - Daily accumulation (mm)

Pi - 3-hourly input, in (mm/hr)

Nf - Number of 3-hourly files per day, Nf=8

1[.] - Indicator function; 1 when Pi is valid, 0 otherwise

Pdaily_cnt - Number of valid retrievals in a grid cell per day.

Grid cells for which Pdaily_cnt=0, are set to fill value in the Daily files.

Note that Pi=0 is a valid value.

 

On occasion, the 3-hourly source data have fill values for Pi in a very few grid cells. The total accumulation for such grid cells is still issued, inspite of the likelihood that thus resulting accumulation has a larger uncertainty in representing the "true" daily total. These events are easily detectable using "counts" variables that contain Pdaily_cnt, whereby users can screen out any grid cells for which Pdaily_cnt less than Nf.

There are various ways the accumulated daily error could be estimated from the source 3-hourly error. In this release, the daily error provided in the data files is calculated as follows. First, squared 3-hourly errors are summed, and then square root of the sum is taken. Similarly to the precipitation, a factor of 3 is finally applied:

Perr_daily = 3 * { SUM[ (Perr_i * 1[Perr_i valid])^2 ] }^0.5 , i=[1,Nf]

Ncnt_err = SUM( 1[Perr_i valid] )

where:

Perr_daily - Magnitude of the daily accumulated error power, (mm)

Ncnt_err - The counts for the error variable

Thus computed Perr_daily represents the worst case scenario that assumes the error in the 3-hourly source data, which is given in mm/hr, accumulates first within the 3-hour period of the source data, and then continues to accumulate during the day. These values, however, can easily be converted to root mean square error estimate of the rainfall rate:

rms_err = { (Perr_daily/3) ^2 / Ncnt_err }^0.5 (mm/hr)

This estimate assumes that the error given in the 3-hourly files is representative of the error of the rainfall rate (mm/hr) within the 3-hour window of the files, and it is random throughout the day. Note, this should be interpreted as the error of the rainfall rate (mm/hr) for the day, not the daily accumulation.

Reference

Goddard Earth Sciences Data and Information Services Center (2016), TRMM (TMPA) Precipitation L3 1 day 0.25 degree x 0.25 degree V7, Edited by Andrey Savtchenko, , Goddard Earth Sciences Data and Information Services Center (GES DISC),  10.5067/TRMM/TMPA/DAY/7

Acknowledgment

All the contents of this page are quoted from NASA GES DISC. All project

documentation and related publications can be found at the website: https://disc.gsfc.nasa.gov/datasets/TRMM_3B42_Daily_V7/summary?keywords=trmm%20daily