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GPyM
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GPM Tool
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[](https://zenodo.org/badge/latestdoi/19166/kimlab/GPyM) [](https://raw.githubusercontent.com/kimlab/GPyM/master/LICENSE.md) # GPyM GPyM [dʒi:pai:ɜm / gee pai em] is a GPM (Global Precipitation Mission) Python Module to handle (e.g., search, extract, mapping, and so on) GPM/DPR/GMI and TRMM/PR/TMI. It is a working beta currently (2016-06-01). First official release will be by July 2016. ### Features * Search and extract granules by timespan and spatial domain * Convert and upscale granules to a gridded format * Cached IO to speed up for repeated tasks ### Installation #### Dependency * numpy: python array manipulation module * h5py: python HDF5 IO module (for GPM/DPR/GMI) * pyhdf : python HDF4 IO module (for TRMM/PR/TMI) ### Download and Install Package ```bash $ git clone git@github.com:kimlab/GPyM.git $ cd GPyM $ vi config # to config environment including GPM data directory $ python setup.py install ``` ### Syntax  ### Example ```python from pylab import * %matplotlib inline rcParams['figure.figsize'] = (10, 6) from mpl_toolkits.basemap import Basemap from datetime import datetime from GPyM import GPM ``` ```python prdLv = 'L2' prdVer = '03' #prjName = 'GPM.KuPR' #varName = 'NS/SLV/precipRateESurface' prdName = 'GPM.GMI' varName = 'S1/surfacePrecipitation' ``` ```python gpm = GPM( prdName, prdLv, prdVer ) ``` ```python sdtime = datetime(2014,4,30) edtime = datetime(2014,5,3) domain = [[20,118],[48,150]] res = 0.2 ``` ```python jp = gpm( varName, sdtime, edtime, domain, res) ``` * [V] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/04/GPMCOR_GMI_1404300048_0220_000955_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/04/GPMCOR_GMI_1404300220_0353_000956_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/04/GPMCOR_GMI_1404300353_0525_000957_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/04/GPMCOR_GMI_1404300525_0658_000958_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/04/GPMCOR_GMI_1404300658_0830_000959_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/04/GPMCOR_GMI_1404300830_1003_000960_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/04/GPMCOR_GMI_1404301003_1136_000961_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/04/GPMCOR_GMI_1404301136_1308_000962_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/04/GPMCOR_GMI_1404301308_1441_000963_L2S_GL2_03C.h5 * [V] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/04/GPMCOR_GMI_1404301441_1613_000964_L2S_GL2_03C.h5 * [V] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/04/GPMCOR_GMI_1404301613_1746_000965_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/04/GPMCOR_GMI_1404301746_1918_000966_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/04/GPMCOR_GMI_1404301918_2051_000967_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/04/GPMCOR_GMI_1404302051_2223_000968_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/04/GPMCOR_GMI_1404302223_2356_000969_L2S_GL2_03C.h5 * [V] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/04/GPMCOR_GMI_1404302356_0129_000970_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/05/GPMCOR_GMI_1405010129_0301_000971_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/05/GPMCOR_GMI_1405010301_0434_000972_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/05/GPMCOR_GMI_1405010434_0606_000973_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/05/GPMCOR_GMI_1405010606_0739_000974_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/05/GPMCOR_GMI_1405010739_0911_000975_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/05/GPMCOR_GMI_1405010911_1044_000976_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/05/GPMCOR_GMI_1405011044_1217_000977_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/05/GPMCOR_GMI_1405011217_1349_000978_L2S_GL2_03C.h5 * [V] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/05/GPMCOR_GMI_1405011349_1522_000979_L2S_GL2_03C.h5 * [V] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/05/GPMCOR_GMI_1405011522_1654_000980_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/05/GPMCOR_GMI_1405011654_1827_000981_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/05/GPMCOR_GMI_1405011827_1959_000982_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/05/GPMCOR_GMI_1405011959_2132_000983_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/05/GPMCOR_GMI_1405012132_2305_000984_L2S_GL2_03C.h5 * [V] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/05/GPMCOR_GMI_1405012305_0037_000985_L2S_GL2_03C.h5 * [V] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/05/GPMCOR_GMI_1405020037_0210_000986_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/05/GPMCOR_GMI_1405020210_0342_000987_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/05/GPMCOR_GMI_1405020342_0515_000988_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/05/GPMCOR_GMI_1405020515_0647_000989_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/05/GPMCOR_GMI_1405020647_0820_000990_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/05/GPMCOR_GMI_1405020820_0953_000991_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/05/GPMCOR_GMI_1405020953_1125_000992_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/05/GPMCOR_GMI_1405021125_1258_000993_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/05/GPMCOR_GMI_1405021258_1430_000994_L2S_GL2_03C.h5 * [V] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/05/GPMCOR_GMI_1405021430_1603_000995_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/05/GPMCOR_GMI_1405021603_1735_000996_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/05/GPMCOR_GMI_1405021735_1908_000997_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/05/GPMCOR_GMI_1405021908_2041_000998_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/05/GPMCOR_GMI_1405022041_2213_000999_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/05/GPMCOR_GMI_1405022213_2346_001000_L2S_GL2_03C.h5 * [_] ground track dimension (cached): /tank/hjkim/GPM//GPM.GMI/L2/03/2014/05/GPMCOR_GMI_1405022346_0118_001001_L2S_GL2_03C.h5 [READ_HDF5] /tank/hjkim/GPM//GPM.GMI/L2/03/2014/04/GPMCOR_GMI_1404300048_0220_000955_L2S_GL2_03C.h5 (2961, 221) -> (175, 221) [GRANULE2MAP] Domain:[[20, 118], [48, 150]] (175, 221) -> (140, 160) [READ_HDF5] /tank/hjkim/GPM//GPM.GMI/L2/03/2014/04/GPMCOR_GMI_1404301441_1613_000964_L2S_GL2_03C.h5 (2962, 221) -> (175, 221) [GRANULE2MAP] Domain:[[20, 118], [48, 150]] (175, 221) -> (140, 160) [READ_HDF5] /tank/hjkim/GPM//GPM.GMI/L2/03/2014/04/GPMCOR_GMI_1404301613_1746_000965_L2S_GL2_03C.h5 (2962, 221) -> (27, 221) [GRANULE2MAP] Domain:[[20, 118], [48, 150]] (27, 221) -> (140, 160) [READ_HDF5] /tank/hjkim/GPM//GPM.GMI/L2/03/2014/04/GPMCOR_GMI_1404302356_0129_000970_L2S_GL2_03C.h5 (2962, 221) -> (214, 221) [GRANULE2MAP] Domain:[[20, 118], [48, 150]] (214, 221) -> (140, 160) [READ_HDF5] /tank/hjkim/GPM//GPM.GMI/L2/03/2014/05/GPMCOR_GMI_1405011349_1522_000979_L2S_GL2_03C.h5 (2962, 221) -> (56, 221) [GRANULE2MAP] Domain:[[20, 118], [48, 150]] (56, 221) -> (140, 160) [READ_HDF5] /tank/hjkim/GPM//GPM.GMI/L2/03/2014/05/GPMCOR_GMI_1405011522_1654_000980_L2S_GL2_03C.h5 (2962, 221) -> (161, 221) [GRANULE2MAP] Domain:[[20, 118], [48, 150]] (161, 221) -> (140, 160) [READ_HDF5] /tank/hjkim/GPM//GPM.GMI/L2/03/2014/05/GPMCOR_GMI_1405012305_0037_000985_L2S_GL2_03C.h5 (2962, 221) -> (112, 221) [GRANULE2MAP] Domain:[[20, 118], [48, 150]] (112, 221) -> (140, 160) [READ_HDF5] /tank/hjkim/GPM//GPM.GMI/L2/03/2014/05/GPMCOR_GMI_1405020037_0210_000986_L2S_GL2_03C.h5 (2962, 221) -> (96, 221) [GRANULE2MAP] Domain:[[20, 118], [48, 150]] (96, 221) -> (140, 160) [READ_HDF5] /tank/hjkim/GPM//GPM.GMI/L2/03/2014/05/GPMCOR_GMI_1405021430_1603_000995_L2S_GL2_03C.h5 (2962, 221) -> (215, 221) [GRANULE2MAP] Domain:[[20, 118], [48, 150]] (215, 221) -> (140, 160) ```python print '{} -- {}'.format( jp.dtime[0], jp.dtime[-1] ), jp.data.shape ``` 2014-04-30 01:45:14 -- 2014-05-02 15:06:38 (1231, 221) ```python print len(jp.griddata), jp.griddata[0].shape ``` 9 (140, 160) ```python M = Basemap( resolution='c' ,llcrnrlat=domain[0][0], llcrnrlon=domain[0][1], urcrnrlat=domain[1][0], urcrnrlon=domain[1][1]) M.drawcoastlines(color='r', linewidth=2) M.imshow( ma.masked_less_equal( jp.griddata, 0).sum(0), interpolation='nearest' ) colorbar() ``` <matplotlib.colorbar.Colorbar instance at 0x81d5d88>  ### History #### 0.60b * [NEW] cache option @ config * [NEW] cache_directory option @ config * [NEW] compress (dimension only) option @ config * [UPGRADE] enhanced console-log * [UPGRADE] remove cache routine from get_location* and get_dtime*
