index
int64 5
10k
| annotator_name
stringclasses 14
values | roi_id
stringlengths 8
9
| s2_id_gee
stringlengths 38
38
| s2_id
stringlengths 60
60
| s2_date
stringlengths 20
20
| s2_sen2cor_version
stringclasses 8
values | s2_fmask_version
stringclasses 1
value | s2_cloudless_version
stringclasses 1
value | s2_reflectance_conversion_correction
float64 0.97
1.03
| s2_aot_retrieval_accuracy
int64 0
0
| s2_water_vapour_retrieval_accuracy
int64 0
0
| s2_view_off_nadir
int64 0
0
| s2_view_sun_azimuth
float64 27.9
229
| s2_view_sun_elevation
float64 7.8
74.6
| s1_id
stringlengths 67
67
| s1_date
stringlengths 20
20
| s1_grd_post_processing_software_name
stringclasses 1
value | s1_grd_post_processing_software_version
float64 2.84
3.31
| s1_slc_processing_facility_name
stringclasses 2
values | s1_slc_processing_software_version
float64 2.84
3.31
| s1_radar_coverage
float64 0.49
1
| land_cover
int64 10
100
| label_type
stringclasses 1
value | cloud_coverage
stringclasses 5
values | test
int64 0
0
| difficulty
float64 1
5
| proj_epsg
int64 32.6k
32.8k
| proj_geometry
stringlengths 80
90
| proj_shape
int64 509
509
| proj_centroid
stringlengths 20
28
| proj_transform
stringlengths 28
30
| test_sr
float64 0
0
|
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
5 | EDUARDO | ROI_0002 | 20190116T142751_20190116T143701_T19GDN | S2A_MSIL1C_20190116T142751_N0207_R053_T19GDN_20190116T174949 | 2019-01-16T14:44:40Z | N02.11 | 4.3.0 | 1.5.0 | 1.03387 | 0 | 0 | 0 | 59.177164 | 56.148539 | S1B_IW_GRDH_1SDV_20190117T234054_20190117T234119_014540_01B15B_D636 | 2019-01-17T23:40:54Z | Sentinel-1 IPF | 2.91 | Copernicus S1 Core Ground Segment - UPA | 2.91 | 1 | 30 | high | cloudy | 0 | 2 | 32,719 | POLYGON ((419020 5246130, 424110 5246130, 424110 5251220, 419020 5251220, 419020 5246130)) | 509 | POINT (-69.9609 -42.91051) | 10, 0, 419020, 0, -10, 5251220 | 0 |
6 | EDUARDO | ROI_0002 | 20190602T142041_20190602T142839_T19GDN | S2A_MSIL1C_20190602T142041_N0207_R010_T19GDN_20190602T174119 | 2019-06-02T14:34:51Z | N02.12 | 4.3.0 | 1.5.0 | 0.973413 | 0 | 0 | 0 | 29.664897 | 19.117839 | S1B_IW_GRDH_1SDV_20190531T094943_20190531T095008_016486_01F081_435F | 2019-05-31T09:49:43Z | Sentinel-1 IPF | 2.91 | Copernicus S1 Core Ground Segment - UPA | 2.91 | 1 | 30 | high | cloud-free | 0 | 1 | 32,719 | POLYGON ((419020 5246130, 424110 5246130, 424110 5251220, 419020 5251220, 419020 5246130)) | 509 | POINT (-69.9609 -42.91051) | 10, 0, 419020, 0, -10, 5251220 | 0 |
7 | EDUARDO | ROI_0002 | 20200217T141651_20200217T142551_T19GDN | S2A_MSIL1C_20200217T141651_N0209_R010_T19GDN_20200217T174153 | 2020-02-17T14:34:42Z | N02.14 | 4.3.0 | 1.5.0 | 1.025978 | 0 | 0 | 0 | 54.261006 | 47.127519 | S1B_IW_GRDH_1SDV_20200219T094933_20200219T094958_020336_026841_1147 | 2020-02-19T09:49:33Z | Sentinel-1 IPF | 3.2 | Copernicus S1 Core Ground Segment - DPA | 3.2 | 1 | 30 | high | low-cloudy | 0 | 2 | 32,719 | POLYGON ((419020 5246130, 424110 5246130, 424110 5251220, 419020 5251220, 419020 5246130)) | 509 | POINT (-69.9609 -42.91051) | 10, 0, 419020, 0, -10, 5251220 | 0 |
8 | EDUARDO | ROI_0002 | 20200410T142731_20200410T143742_T19GDN | S2A_MSIL1C_20200410T142731_N0209_R053_T19GDN_20200410T175113 | 2020-04-10T14:44:42Z | N02.14 | 4.3.0 | 1.5.0 | 0.998463 | 0 | 0 | 0 | 34.251647 | 32.524822 | S1A_IW_GRDH_1SDV_20200411T234142_20200411T234207_032086_03B555_36EC | 2020-04-11T23:41:42Z | Sentinel-1 IPF | 3.2 | Copernicus S1 Core Ground Segment - DPA | 3.2 | 1 | 30 | high | mid-cloudy | 0 | 4 | 32,719 | POLYGON ((419020 5246130, 424110 5246130, 424110 5251220, 419020 5251220, 419020 5246130)) | 509 | POINT (-69.9609 -42.91051) | 10, 0, 419020, 0, -10, 5251220 | 0 |
9 | EDUARDO | ROI_0002 | 20200422T141729_20200422T142243_T19GDN | S2B_MSIL1C_20200422T141729_N0209_R010_T19GDN_20200422T192005 | 2020-04-22T14:34:43Z | N02.14 | 4.3.0 | 1.5.0 | 0.9917 | 0 | 0 | 0 | 34.092724 | 27.944707 | S1A_IW_GRDH_1SDV_20200423T234142_20200423T234207_032261_03BB78_CF3D | 2020-04-23T23:41:42Z | Sentinel-1 IPF | 3.2 | Copernicus S1 Core Ground Segment - DPA | 3.2 | 1 | 30 | high | almost-clear | 0 | 3 | 32,719 | POLYGON ((419020 5246130, 424110 5246130, 424110 5251220, 419020 5251220, 419020 5246130)) | 509 | POINT (-69.9609 -42.91051) | 10, 0, 419020, 0, -10, 5251220 | 0 |
10 | JHOMIRA | ROI_0004 | 20190208T143751_20190208T144455_T19KDR | S2A_MSIL1C_20190208T143751_N0207_R096_T19KDR_20190208T180253 | 2019-02-08T14:49:03Z | N02.11 | 4.3.0 | 1.5.0 | 1.029043 | 0 | 0 | 0 | 81.365247 | 60.056313 | S1B_IW_GRDH_1SDV_20190209T230538_20190209T230603_014875_01BC41_3552 | 2019-02-09T23:05:38Z | Sentinel-1 IPF | 2.91 | Copernicus S1 Core Ground Segment - UPA | 2.91 | 1 | 60 | high | cloudy | 0 | 4 | 32,719 | POLYGON ((502160 7562290, 507250 7562290, 507250 7567380, 502160 7567380, 502160 7562290)) | 509 | POINT (-68.95441 -22.02112) | 10, 0, 502160, 0, -10, 7567380 | 0 |
11 | JHOMIRA | ROI_0004 | 20190218T143751_20190218T144454_T19KDR | S2A_MSIL1C_20190218T143751_N0207_R096_T19KDR_20190218T175945 | 2019-02-18T14:49:02Z | N02.11 | 4.3.0 | 1.5.0 | 1.025461 | 0 | 0 | 0 | 75.154506 | 58.883867 | S1A_IW_GRDH_1SDV_20190216T100049_20190216T100114_025953_02E418_FC39 | 2019-02-16T10:00:49Z | Sentinel-1 IPF | 2.91 | Copernicus S1 Core Ground Segment - DPA | 2.91 | 1 | 60 | high | almost-clear | 0 | 2 | 32,719 | POLYGON ((502160 7562290, 507250 7562290, 507250 7567380, 502160 7567380, 502160 7562290)) | 509 | POINT (-68.95441 -22.02112) | 10, 0, 502160, 0, -10, 7567380 | 0 |
12 | JHOMIRA | ROI_0004 | 20190414T143759_20190414T144503_T19KER | S2B_MSIL1C_20190414T143759_N0207_R096_T19KER_20190414T175952 | 2019-04-14T14:49:08Z | N02.11 | 4.3.0 | 1.5.0 | 0.996572 | 0 | 0 | 0 | 41.915997 | 49.197313 | S1A_IW_GRDH_1SDV_20190416T230625_20190416T230650_026821_0303BC_7234 | 2019-04-16T23:06:25Z | Sentinel-1 IPF | 2.91 | Copernicus S1 Core Ground Segment - DPA | 2.91 | 1 | 60 | high | cloud-free | 0 | 1 | 32,719 | POLYGON ((502160 7562290, 507250 7562290, 507250 7567380, 502160 7567380, 502160 7562290)) | 509 | POINT (-68.95441 -22.02112) | 10, 0, 502160, 0, -10, 7567380 | 0 |
13 | JHOMIRA | ROI_0004 | 20190906T143751_20190906T144705_T19KER | S2A_MSIL1C_20190906T143751_N0208_R096_T19KER_20190906T175953 | 2019-09-06T14:49:02Z | N02.13 | 4.3.0 | 1.5.0 | 0.982885 | 0 | 0 | 0 | 44.438216 | 51.835101 | S1A_IW_GRDH_1SDV_20190907T230633_20190907T230658_028921_034765_1148 | 2019-09-07T23:06:33Z | Sentinel-1 IPF | 3.1 | Copernicus S1 Core Ground Segment - UPA | 3.1 | 1 | 60 | high | low-cloudy | 0 | 2 | 32,719 | POLYGON ((502160 7562290, 507250 7562290, 507250 7567380, 502160 7567380, 502160 7562290)) | 509 | POINT (-68.95441 -22.02112) | 10, 0, 502160, 0, -10, 7567380 | 0 |
14 | JHOMIRA | ROI_0004 | 20200717T143729_20200717T144647_T19KDR | S2B_MSIL1C_20200717T143729_N0209_R096_T19KDR_20200717T175928 | 2020-07-17T14:49:07Z | N02.14 | 4.3.0 | 1.5.0 | 0.967773 | 0 | 0 | 0 | 34.940901 | 38.476802 | S1A_IW_GRDH_1SDV_20200716T100101_20200716T100126_033478_03E120_5B95 | 2020-07-16T10:01:01Z | Sentinel-1 IPF | 3.31 | Copernicus S1 Core Ground Segment - DPA | 3.31 | 1 | 60 | high | mid-cloudy | 0 | 3 | 32,719 | POLYGON ((502160 7562290, 507250 7562290, 507250 7567380, 502160 7567380, 502160 7562290)) | 509 | POINT (-68.95441 -22.02112) | 10, 0, 502160, 0, -10, 7567380 | 0 |
15 | EDUARDO | ROI_0005 | 20190122T153619_20190122T153619_T17MNP | S2B_MSIL1C_20190122T153619_N0207_R068_T17MNP_20190122T203052 | 2019-01-22T15:44:56Z | N02.11 | 4.3.0 | 1.5.0 | 1.0331 | 0 | 0 | 0 | 119.95761 | 60.251024 | S1B_IW_GRDH_1SDV_20190124T234259_20190124T234324_014642_01B4A7_465D | 2019-01-24T23:42:59Z | Sentinel-1 IPF | 2.91 | Copernicus S1 Core Ground Segment - UPA | 2.91 | 1 | 60 | high | cloudy | 0 | 3 | 32,717 | POLYGON ((556790 9335760, 561880 9335760, 561880 9340850, 556790 9340850, 556790 9335760)) | 509 | POINT (-80.46388 -5.986082) | 10, 0, 556790, 0, -10, 9340850 | 0 |
16 | EDUARDO | ROI_0005 | 20190502T153629_20190502T153626_T17MNP | S2B_MSIL1C_20190502T153629_N0207_R068_T17MNP_20190502T202911 | 2019-05-02T15:45:03Z | N02.11 | 4.3.0 | 1.5.0 | 0.986698 | 0 | 0 | 0 | 47.201605 | 58.419537 | S1B_IW_GRDH_1SDV_20190430T234301_20190430T234326_016042_01E2BB_0EDA | 2019-04-30T23:43:01Z | Sentinel-1 IPF | 2.91 | Copernicus S1 Core Ground Segment - DPA | 2.91 | 1 | 60 | high | almost-clear | 0 | 2 | 32,717 | POLYGON ((556790 9335760, 561880 9335760, 561880 9340850, 556790 9340850, 556790 9335760)) | 509 | POINT (-80.46388 -5.986082) | 10, 0, 556790, 0, -10, 9340850 | 0 |
17 | EDUARDO | ROI_0005 | 20191213T153611_20191213T153748_T17MNP | S2A_MSIL1C_20191213T153611_N0208_R068_T17MNP_20191213T185829 | 2019-12-13T15:44:51Z | N02.13 | 4.3.0 | 1.5.0 | 1.031134 | 0 | 0 | 0 | 130.4187 | 62.078141 | S1B_IW_GRDH_1SDV_20191214T234307_20191214T234332_019367_024956_DFD9 | 2019-12-14T23:43:07Z | Sentinel-1 IPF | 3.1 | Copernicus S1 Core Ground Segment - DPA | 3.1 | 1 | 60 | high | low-cloudy | 0 | 4 | 32,717 | POLYGON ((556790 9335760, 561880 9335760, 561880 9340850, 556790 9340850, 556790 9335760)) | 509 | POINT (-80.46388 -5.986082) | 10, 0, 556790, 0, -10, 9340850 | 0 |
18 | EDUARDO | ROI_0005 | 20200610T153631_20200610T154258_T17MNP | S2A_MSIL1C_20200610T153631_N0209_R068_T17MNP_20200610T202518 | 2020-06-10T15:45:02Z | N02.14 | 4.3.0 | 1.5.0 | 0.970892 | 0 | 0 | 0 | 38.294568 | 52.613115 | S1B_IW_GRDH_1SDV_20200611T234309_20200611T234334_021992_029BD8_55A5 | 2020-06-11T23:43:09Z | Sentinel-1 IPF | 3.2 | Copernicus S1 Core Ground Segment - DPA | 3.2 | 1 | 60 | high | cloud-free | 0 | 1 | 32,717 | POLYGON ((556790 9335760, 561880 9335760, 561880 9340850, 556790 9340850, 556790 9335760)) | 509 | POINT (-80.46388 -5.986082) | 10, 0, 556790, 0, -10, 9340850 | 0 |
19 | EDUARDO | ROI_0005 | 20200625T153619_20200625T153621_T17MNP | S2B_MSIL1C_20200625T153619_N0209_R068_T17MNP_20200625T185914 | 2020-06-25T15:44:58Z | N02.14 | 4.3.0 | 1.5.0 | 0.968107 | 0 | 0 | 0 | 38.891439 | 51.894938 | S1B_IW_GRDH_1SDV_20200623T234310_20200623T234335_022167_02A12C_9945 | 2020-06-23T23:43:10Z | Sentinel-1 IPF | 3.3 | Copernicus S1 Core Ground Segment - DPA | 3.3 | 1 | 60 | high | mid-cloudy | 0 | 2 | 32,717 | POLYGON ((556790 9335760, 561880 9335760, 561880 9340850, 556790 9340850, 556790 9335760)) | 509 | POINT (-80.46388 -5.986082) | 10, 0, 556790, 0, -10, 9340850 | 0 |
20 | FERNANDO | ROI_0006 | 20190103T150719_20190103T151036_T18LVJ | S2B_MSIL1C_20190103T150719_N0207_R082_T18LVJ_20190103T182626 | 2019-01-03T15:17:15Z | N02.11 | 4.3.0 | 1.5.0 | 1.034249 | 0 | 0 | 0 | 111.102135 | 63.133148 | S1B_IW_GRDH_1SDV_20190101T103119_20190101T103144_014299_01A9A3_96DB | 2019-01-01T10:31:19Z | Sentinel-1 IPF | 2.91 | Copernicus S1 Core Ground Segment - DPA | 2.91 | 1 | 60 | high | mid-cloudy | 0 | 2 | 32,718 | POLYGON ((500600 8326810, 505690 8326810, 505690 8331900, 500600 8331900, 500600 8326810)) | 509 | POINT (-74.97073 -15.11138) | 10, 0, 500600, 0, -10, 8331900 | 0 |
21 | FERNANDO | ROI_0006 | 20190103T150719_20190103T151036_T18LWJ | S2B_MSIL1C_20190103T150719_N0207_R082_T18LWJ_20190103T182626 | 2019-01-03T15:17:12Z | N02.11 | 4.3.0 | 1.5.0 | 1.034249 | 0 | 0 | 0 | 111.513552 | 63.960144 | S1B_IW_GRDH_1SDV_20190101T103119_20190101T103144_014299_01A9A3_96DB | 2019-01-01T10:31:19Z | Sentinel-1 IPF | 2.91 | Copernicus S1 Core Ground Segment - DPA | 2.91 | 1 | 60 | high | low-cloudy | 0 | 2 | 32,718 | POLYGON ((500600 8326810, 505690 8326810, 505690 8331900, 500600 8331900, 500600 8326810)) | 509 | POINT (-74.97073 -15.11138) | 10, 0, 500600, 0, -10, 8331900 | 0 |
22 | FERNANDO | ROI_0006 | 20190806T150721_20190806T150843_T18LWJ | S2A_MSIL1C_20190806T150721_N0208_R082_T18LWJ_20190806T182907 | 2019-08-06T15:17:18Z | N02.13 | 4.3.0 | 1.5.0 | 0.971167 | 0 | 0 | 0 | 40.77745 | 48.868798 | S1B_IW_GRDH_1SDV_20190805T103124_20190805T103149_017449_020D19_0C37 | 2019-08-05T10:31:24Z | Sentinel-1 IPF | 3.1 | Copernicus S1 Core Ground Segment - DPA | 3.1 | 1 | 60 | high | almost-clear | 0 | 2 | 32,718 | POLYGON ((500600 8326810, 505690 8326810, 505690 8331900, 500600 8331900, 500600 8326810)) | 509 | POINT (-74.97073 -15.11138) | 10, 0, 500600, 0, -10, 8331900 | 0 |
23 | FERNANDO | ROI_0006 | 20190831T150729_20190831T151107_T18LWJ | S2B_MSIL1C_20190831T150729_N0208_R082_T18LWJ_20190831T195407 | 2019-08-31T15:17:17Z | N02.13 | 4.3.0 | 1.5.0 | 0.980118 | 0 | 0 | 0 | 48.340372 | 55.622909 | S1B_IW_GRDH_1SDV_20190829T103125_20190829T103150_017799_0217F4_4A91 | 2019-08-29T10:31:25Z | Sentinel-1 IPF | 3.1 | Copernicus S1 Core Ground Segment - UPA | 3.1 | 1 | 60 | high | cloud-free | 0 | 1 | 32,718 | POLYGON ((500600 8326810, 505690 8326810, 505690 8331900, 500600 8331900, 500600 8326810)) | 509 | POINT (-74.97073 -15.11138) | 10, 0, 500600, 0, -10, 8331900 | 0 |
24 | FERNANDO | ROI_0006 | 20191030T150719_20191030T150721_T18LWJ | S2B_MSIL1C_20191030T150719_N0208_R082_T18LWJ_20191030T183353 | 2019-10-30T15:17:15Z | N02.13 | 4.3.0 | 1.5.0 | 1.012669 | 0 | 0 | 0 | 89.459102 | 69.546348 | S1B_IW_GRDH_1SDV_20191028T103127_20191028T103152_018674_02331E_2454 | 2019-10-28T10:31:27Z | Sentinel-1 IPF | 3.1 | Copernicus S1 Core Ground Segment - DPA | 3.1 | 1 | 60 | high | cloudy | 0 | 4 | 32,718 | POLYGON ((500600 8326810, 505690 8326810, 505690 8331900, 500600 8331900, 500600 8326810)) | 509 | POINT (-74.97073 -15.11138) | 10, 0, 500600, 0, -10, 8331900 | 0 |
25 | JHOMIRA | ROI_0007 | 20190202T181559_20190202T182031_T11SQR | S2B_MSIL1C_20190202T181559_N0207_R084_T11SQR_20190202T214334 | 2019-02-02T18:25:26Z | N02.11 | 4.3.0 | 1.5.0 | 1.030746 | 0 | 0 | 0 | 154.053366 | 37.125829 | S1A_IW_GRDH_1SDV_20190131T133627_20190131T133652_025722_02DBDF_ECE5 | 2019-01-31T13:36:27Z | Sentinel-1 IPF | 2.91 | Copernicus S1 Core Ground Segment - UPA | 2.91 | 1 | 60 | high | low-cloudy | 0 | 2 | 32,611 | POLYGON ((758880 3530140, 763970 3530140, 763970 3535230, 758880 3535230, 758880 3530140)) | 509 | POINT (-114.2358 31.89999) | 10, 0, 758880, 0, -10, 3535230 | 0 |
26 | JHOMIRA | ROI_0007 | 20190831T180919_20190831T181408_T11SQR | S2B_MSIL1C_20190831T180919_N0208_R084_T11SQR_20190831T214618 | 2019-08-31T18:25:29Z | N02.13 | 4.3.0 | 1.5.0 | 0.980174 | 0 | 0 | 0 | 140.635431 | 61.186494 | S1B_IW_GRDH_1SDV_20190903T014044_20190903T014109_017867_0219FB_220B | 2019-09-03T01:40:44Z | Sentinel-1 IPF | 3.1 | Copernicus S1 Core Ground Segment - UPA | 3.1 | 1 | 60 | high | cloud-free | 0 | 1 | 32,611 | POLYGON ((758880 3530140, 763970 3530140, 763970 3535230, 758880 3535230, 758880 3530140)) | 509 | POINT (-114.2358 31.89999) | 10, 0, 758880, 0, -10, 3535230 | 0 |
27 | JHOMIRA | ROI_0007 | 20190905T180921_20190905T182114_T11SQR | S2A_MSIL1C_20190905T180921_N0208_R084_T11SQR_20190905T214500 | 2019-09-05T18:25:26Z | N02.13 | 4.3.0 | 1.5.0 | 0.982478 | 0 | 0 | 0 | 143.262636 | 59.833695 | S1A_IW_GRDH_1SDV_20190904T133635_20190904T133700_028872_0345B7_B754 | 2019-09-04T13:36:35Z | Sentinel-1 IPF | 3.1 | Copernicus S1 Core Ground Segment - UPA | 3.1 | 1 | 60 | high | almost-clear | 0 | 2 | 32,611 | POLYGON ((758880 3530140, 763970 3530140, 763970 3535230, 758880 3535230, 758880 3530140)) | 509 | POINT (-114.2358 31.89999) | 10, 0, 758880, 0, -10, 3535230 | 0 |
28 | JHOMIRA | ROI_0007 | 20200227T181309_20200227T182313_T11SQR | S2B_MSIL1C_20200227T181309_N0209_R084_T11SQR_20200227T214036 | 2020-02-27T18:25:23Z | N02.14 | 4.3.0 | 1.5.0 | 1.021668 | 0 | 0 | 0 | 149.758235 | 44.882153 | S1B_IW_GRDH_1SDV_20200301T014042_20200301T014107_020492_026D44_A817 | 2020-03-01T01:40:42Z | Sentinel-1 IPF | 3.2 | Copernicus S1 Core Ground Segment - DPA | 3.2 | 1 | 60 | high | mid-cloudy | 0 | 4 | 32,611 | POLYGON ((758880 3530140, 763970 3530140, 763970 3535230, 758880 3535230, 758880 3530140)) | 509 | POINT (-114.2358 31.89999) | 10, 0, 758880, 0, -10, 3535230 | 0 |
29 | JHOMIRA | ROI_0007 | 20200318T180949_20200318T181654_T11SQR | S2B_MSIL1C_20200318T180949_N0209_R084_T11SQR_20200318T214219 | 2020-03-18T18:25:24Z | N02.14 | 4.3.0 | 1.5.0 | 1.011475 | 0 | 0 | 0 | 146.087014 | 52.383906 | S1B_IW_GRDH_1SDV_20200320T013233_20200320T013258_020769_027618_22D5 | 2020-03-20T01:32:33Z | Sentinel-1 IPF | 3.2 | Copernicus S1 Core Ground Segment - DPA | 3.2 | 0.835202 | 60 | high | cloudy | 0 | 2 | 32,611 | POLYGON ((758880 3530140, 763970 3530140, 763970 3535230, 758880 3535230, 758880 3530140)) | 509 | POINT (-114.2358 31.89999) | 10, 0, 758880, 0, -10, 3535230 | 0 |
45 | FERNANDO | ROI_0012 | 20180116T091319_20180116T091445_T34RFV | S2B_MSIL1C_20180116T091319_N0206_R050_T34RFV_20180116T114918 | 2018-01-16T09:14:45Z | N02.06 | 4.3.0 | 1.5.0 | 1.033861 | 0 | 0 | 0 | 157.849898 | 34.74096 | S1A_IW_GRDH_1SDV_20180117T162936_20180117T163005_020197_02274F_735F | 2018-01-17T16:29:36Z | Sentinel-1 IPF | 2.84 | Copernicus S1 Core Ground Segment - DPA | 2.84 | 1 | 60 | high | almost-clear | 0 | 4 | 32,634 | POLYGON ((640550 3436380, 645640 3436380, 645640 3441470, 640550 3441470, 640550 3436380)) | 509 | POINT (22.50001 31.0754) | 10, 0, 640550, 0, -10, 3441470 | 0 |
46 | FERNANDO | ROI_0012 | 20180302T090901_20180302T092002_T34RFV | S2A_MSIL1C_20180302T090901_N0206_R050_T34RFV_20180302T111331 | 2018-03-02T09:20:02Z | N02.06 | 4.3.0 | 1.5.0 | 1.020159 | 0 | 0 | 0 | 150.090059 | 47.213192 | S1B_IW_GRDH_1SDV_20180301T043241_20180301T043308_009833_011C81_010F | 2018-03-01T04:32:41Z | Sentinel-1 IPF | 2.84 | Copernicus S1 Core Ground Segment - DPA | 2.84 | 1 | 60 | high | cloudy | 0 | 4 | 32,634 | POLYGON ((640550 3436380, 645640 3436380, 645640 3441470, 640550 3441470, 640550 3436380)) | 509 | POINT (22.50001 31.0754) | 10, 0, 640550, 0, -10, 3441470 | 0 |
47 | FERNANDO | ROI_0012 | 20180829T090551_20180829T091949_T34RFV | S2A_MSIL1C_20180829T090551_N0206_R050_T34RFV_20180829T132434 | 2018-08-29T09:19:49Z | N02.08 | 4.3.0 | 1.5.0 | 0.979261 | 0 | 0 | 0 | 140.16896 | 62.966801 | S1B_IW_GRDH_1SDV_20180828T043249_20180828T043319_012458_016F93_0E11 | 2018-08-28T04:32:49Z | Sentinel-1 IPF | 2.91 | Copernicus S1 Core Ground Segment - DPA | 2.91 | 1 | 60 | high | low-cloudy | 0 | 1 | 32,634 | POLYGON ((640550 3436380, 645640 3436380, 645640 3441470, 640550 3441470, 640550 3436380)) | 509 | POINT (22.50001 31.0754) | 10, 0, 640550, 0, -10, 3441470 | 0 |
48 | FERNANDO | ROI_0012 | 20181112T091219_20181112T092057_T34RFV | S2B_MSIL1C_20181112T091219_N0207_R050_T34RFV_20181112T111955 | 2018-11-12T09:21:48Z | N02.10 | 4.3.0 | 1.5.0 | 1.019419 | 0 | 0 | 0 | 163.9184 | 39.586736 | S1A_IW_GRDH_1SDV_20181113T162945_20181113T163014_024572_02B287_A9C7 | 2018-11-13T16:29:45Z | Sentinel-1 IPF | 2.91 | Copernicus S1 Core Ground Segment - DPA | 2.91 | 1 | 60 | high | mid-cloudy | 0 | 2 | 32,634 | POLYGON ((640550 3436380, 645640 3436380, 645640 3441470, 640550 3441470, 640550 3436380)) | 509 | POINT (22.50001 31.0754) | 10, 0, 640550, 0, -10, 3441470 | 0 |
49 | FERNANDO | ROI_0012 | 20191217T091309_20191217T092124_T34RFV | S2B_MSIL1C_20191217T091309_N0208_R050_T34RFV_20191217T112235 | 2019-12-17T09:21:45Z | N02.13 | 4.3.0 | 1.5.0 | 1.032004 | 0 | 0 | 0 | 162.456136 | 33.431664 | S1B_IW_GRDH_1SDV_20191216T042444_20191216T042510_019385_0249E0_4796 | 2019-12-16T04:24:44Z | Sentinel-1 IPF | 3.1 | Copernicus S1 Core Ground Segment - DPA | 3.1 | 1 | 60 | high | cloud-free | 0 | 1 | 32,634 | POLYGON ((640550 3436380, 645640 3436380, 645640 3441470, 640550 3441470, 640550 3436380)) | 509 | POINT (22.50001 31.0754) | 10, 0, 640550, 0, -10, 3441470 | 0 |
50 | JHOMIRA | ROI_0013 | 20190504T101031_20190504T101433_T32SLC | S2A_MSIL1C_20190504T101031_N0207_R022_T32SLC_20190504T122526 | 2019-05-04T10:21:36Z | N02.11 | 4.3.0 | 1.5.0 | 0.985789 | 0 | 0 | 0 | 136.492083 | 66.815628 | S1B_IW_GRDH_1SDV_20190506T052942_20190506T053007_016119_01E53B_8051 | 2019-05-06T05:29:42Z | Sentinel-1 IPF | 2.91 | Copernicus S1 Core Ground Segment - UPA | 2.91 | 1 | 60 | high | cloudy | 0 | 2 | 32,632 | POLYGON ((392950 3778610, 398040 3778610, 398040 3783700, 392950 3783700, 392950 3778610)) | 509 | POINT (7.86617 34.16611) | 10, 0, 392950, 0, -10, 3783700 | 0 |
51 | JHOMIRA | ROI_0013 | 20190509T101039_20190509T102007_T32SLC | S2B_MSIL1C_20190509T101039_N0207_R022_T32SLC_20190509T130045 | 2019-05-09T10:21:41Z | N02.12 | 4.3.0 | 1.5.0 | 0.983305 | 0 | 0 | 0 | 134.497216 | 67.983961 | S1A_IW_GRDH_1SDV_20190511T172808_20190511T172833_027183_031079_8123 | 2019-05-11T17:28:08Z | Sentinel-1 IPF | 2.91 | Copernicus S1 Core Ground Segment - DPA | 2.91 | 1 | 60 | high | cloud-free | 0 | 1 | 32,632 | POLYGON ((392950 3778610, 398040 3778610, 398040 3783700, 392950 3783700, 392950 3778610)) | 509 | POINT (7.86617 34.16611) | 10, 0, 392950, 0, -10, 3783700 | 0 |
52 | JHOMIRA | ROI_0013 | 20190514T101031_20190514T101441_T32SLC | S2A_MSIL1C_20190514T101031_N0207_R022_T32SLC_20190514T122520 | 2019-05-14T10:21:36Z | N02.12 | 4.3.0 | 1.5.0 | 0.980952 | 0 | 0 | 0 | 132.317246 | 68.973846 | S1A_IW_GRDH_1SDV_20190512T053025_20190512T053049_027190_0310B1_C5DB | 2019-05-12T05:30:25Z | Sentinel-1 IPF | 2.91 | Copernicus S1 Core Ground Segment - UPA | 2.91 | 1 | 60 | high | almost-clear | 0 | 2 | 32,632 | POLYGON ((392950 3778610, 398040 3778610, 398040 3783700, 392950 3783700, 392950 3778610)) | 509 | POINT (7.86617 34.16611) | 10, 0, 392950, 0, -10, 3783700 | 0 |
53 | JHOMIRA | ROI_0013 | 20191110T101241_20191110T101945_T32SLC | S2A_MSIL1C_20191110T101241_N0208_R022_T32SLC_20191110T103327 | 2019-11-10T10:21:30Z | N02.13 | 4.3.0 | 1.5.0 | 1.018308 | 0 | 0 | 0 | 164.105354 | 37.531286 | S1A_IW_GRDH_1SDV_20191108T053033_20191108T053057_029815_036652_6D4D | 2019-11-08T05:30:33Z | Sentinel-1 IPF | 3.1 | Copernicus S1 Core Ground Segment - DPA | 3.1 | 1 | 60 | high | low-cloudy | 0 | 3 | 32,632 | POLYGON ((392950 3778610, 398040 3778610, 398040 3783700, 392950 3783700, 392950 3778610)) | 509 | POINT (7.86617 34.16611) | 10, 0, 392950, 0, -10, 3783700 | 0 |
54 | JHOMIRA | ROI_0013 | 20191230T101421_20191230T101423_T32SLC | S2A_MSIL1C_20191230T101421_N0208_R022_T32SLC_20191230T104932 | 2019-12-30T10:21:27Z | N02.13 | 4.3.0 | 1.5.0 | 1.033971 | 0 | 0 | 0 | 160.972406 | 30.533191 | S1B_IW_GRDH_1SDV_20200101T052948_20200101T053013_019619_025147_1C60 | 2020-01-01T05:29:48Z | Sentinel-1 IPF | 3.1 | Copernicus S1 Core Ground Segment - DPA | 3.1 | 1 | 60 | high | mid-cloudy | 0 | 3 | 32,632 | POLYGON ((392950 3778610, 398040 3778610, 398040 3783700, 392950 3783700, 392950 3778610)) | 509 | POINT (7.86617 34.16611) | 10, 0, 392950, 0, -10, 3783700 | 0 |
55 | EDUARDO | ROI_0014 | 20190601T074611_20190601T075707_T37PCT | S2A_MSIL1C_20190601T074611_N0207_R135_T37PCT_20190601T095146 | 2019-06-01T08:05:43Z | N02.12 | 4.3.0 | 1.5.0 | 0.973832 | 0 | 0 | 0 | 68.880406 | 69.761563 | S1B_IW_GRDH_1SDV_20190603T032252_20190603T032317_016526_01F1B8_6797 | 2019-06-03T03:22:52Z | Sentinel-1 IPF | 2.91 | Copernicus S1 Core Ground Segment - UPA | 2.91 | 1 | 60 | high | cloud-free | 0 | 1 | 32,637 | POLYGON ((340270 1792510, 345360 1792510, 345360 1797600, 340270 1797600, 340270 1792510)) | 509 | POINT (37.5293 16.23103) | 10, 0, 340270, 0, -10, 1797600 | 0 |
56 | EDUARDO | ROI_0014 | 20190731T074621_20190731T080415_T37QCU | S2A_MSIL1C_20190731T074621_N0208_R135_T37QCU_20190731T110208 | 2019-07-31T08:05:31Z | N02.13 | 4.3.0 | 1.5.0 | 0.969693 | 0 | 0 | 0 | 82.32511 | 68.408307 | S1B_IW_GRDH_1SDV_20190802T032256_20190802T032321_017401_020B93_D708 | 2019-08-02T03:22:56Z | Sentinel-1 IPF | 3.1 | Copernicus S1 Core Ground Segment - UPA | 3.1 | 1 | 60 | high | cloudy | 0 | 2 | 32,637 | POLYGON ((340270 1792510, 345360 1792510, 345360 1797600, 340270 1797600, 340270 1792510)) | 509 | POINT (37.5293 16.23103) | 10, 0, 340270, 0, -10, 1797600 | 0 |
57 | EDUARDO | ROI_0014 | 20190815T074619_20190815T075858_T37QCU | S2B_MSIL1C_20190815T074619_N0208_R135_T37QCU_20190815T112831 | 2019-08-15T08:05:33Z | N02.13 | 4.3.0 | 1.5.0 | 0.973746 | 0 | 0 | 0 | 93.856793 | 68.529775 | S1B_IW_GRDH_1SDV_20190814T032256_20190814T032321_017576_0210F0_9E3A | 2019-08-14T03:22:56Z | Sentinel-1 IPF | 3.1 | Copernicus S1 Core Ground Segment - DPA | 3.1 | 1 | 60 | high | almost-clear | 0 | 2 | 32,637 | POLYGON ((340270 1792510, 345360 1792510, 345360 1797600, 340270 1797600, 340270 1792510)) | 509 | POINT (37.5293 16.23103) | 10, 0, 340270, 0, -10, 1797600 | 0 |
58 | EDUARDO | ROI_0014 | 20191213T075229_20191213T075529_T37QCU | S2B_MSIL1C_20191213T075229_N0208_R135_T37QCU_20191213T085012 | 2019-12-13T08:05:21Z | N02.13 | 4.3.0 | 1.5.0 | 1.031053 | 0 | 0 | 0 | 153.838556 | 45.850558 | S1B_IW_GRDH_1SDV_20191212T032258_20191212T032323_019326_0247E9_0919 | 2019-12-12T03:22:58Z | Sentinel-1 IPF | 3.1 | Copernicus S1 Core Ground Segment - DPA | 3.1 | 1 | 60 | high | low-cloudy | 0 | 2 | 32,637 | POLYGON ((340270 1792510, 345360 1792510, 345360 1797600, 340270 1797600, 340270 1792510)) | 509 | POINT (37.5293 16.23103) | 10, 0, 340270, 0, -10, 1797600 | 0 |
59 | EDUARDO | ROI_0014 | 20200725T074621_20200725T075714_T37PCT | S2A_MSIL1C_20200725T074621_N0209_R135_T37PCT_20200725T095832 | 2020-07-25T08:05:46Z | N02.14 | 4.3.0 | 1.5.0 | 0.968725 | 0 | 0 | 0 | 76.789877 | 68.205838 | S1B_IW_GRDH_1SDV_20200727T032302_20200727T032327_022651_02AFDF_EB46 | 2020-07-27T03:23:02Z | Sentinel-1 IPF | 3.31 | Copernicus S1 Core Ground Segment - DPA | 3.31 | 1 | 60 | high | mid-cloudy | 0 | 2 | 32,637 | POLYGON ((340270 1792510, 345360 1792510, 345360 1797600, 340270 1797600, 340270 1792510)) | 509 | POINT (37.5293 16.23103) | 10, 0, 340270, 0, -10, 1797600 | 0 |
60 | WENDY | ROI_0016 | 20180218T083011_20180218T083855_T36RUT | S2A_MSIL1C_20180218T083011_N0206_R021_T36RUT_20180218T121430 | 2018-02-18T08:38:55Z | N02.06 | 4.3.0 | 1.5.0 | 1.025443 | 0 | 0 | 0 | 150.047157 | 44.139532 | S1B_IW_GRDH_1SDV_20180220T155538_20180220T155603_009709_01184E_E2E1 | 2018-02-20T15:55:38Z | Sentinel-1 IPF | 2.84 | Copernicus S1 Core Ground Segment - UPA | 2.84 | 1 | 60 | high | low-cloudy | 0 | 2 | 32,636 | POLYGON ((376220 3250770, 381310 3250770, 381310 3255860, 376220 3255860, 376220 3250770)) | 509 | POINT (31.75046 29.40327) | 10, 0, 376220, 0, -10, 3255860 | 0 |
61 | WENDY | ROI_0016 | 20181115T083211_20181115T083248_T36RUT | S2A_MSIL1C_20181115T083211_N0207_R021_T36RUT_20181115T085814 | 2018-11-15T08:42:01Z | N02.10 | 4.3.0 | 1.5.0 | 1.020838 | 0 | 0 | 0 | 162.342282 | 40.264537 | S1A_IW_GRDH_1SDV_20181117T155615_20181117T155640_024630_02B4AD_D4A3 | 2018-11-17T15:56:15Z | Sentinel-1 IPF | 2.91 | Copernicus S1 Core Ground Segment - DPA | 2.91 | 1 | 60 | high | mid-cloudy | 0 | 2 | 32,636 | POLYGON ((376220 3250770, 381310 3250770, 381310 3255860, 376220 3255860, 376220 3250770)) | 509 | POINT (31.75046 29.40327) | 10, 0, 376220, 0, -10, 3255860 | 0 |
62 | WENDY | ROI_0016 | 20181125T083251_20181125T083250_T36RUT | S2A_MSIL1C_20181125T083251_N0207_R021_T36RUT_20181125T095854 | 2018-11-25T08:41:59Z | N02.11 | 4.3.0 | 1.5.0 | 1.025206 | 0 | 0 | 0 | 162.460166 | 37.940682 | S1B_IW_GRDH_1SDV_20181123T155547_20181123T155612_013734_019712_AF84 | 2018-11-23T15:55:47Z | Sentinel-1 IPF | 2.91 | Copernicus S1 Core Ground Segment - DPA | 2.91 | 1 | 60 | high | almost-clear | 0 | 2 | 32,636 | POLYGON ((376220 3250770, 381310 3250770, 381310 3255860, 376220 3255860, 376220 3250770)) | 509 | POINT (31.75046 29.40327) | 10, 0, 376220, 0, -10, 3255860 | 0 |
63 | WENDY | ROI_0016 | 20191120T083241_20191120T083254_T36RUT | S2A_MSIL1C_20191120T083241_N0208_R021_T36RUT_20191120T085703 | 2019-11-20T08:42:08Z | N02.13 | 4.3.0 | 1.5.0 | 1.022974 | 0 | 0 | 0 | 162.5171 | 39.109583 | S1B_IW_GRDH_1SDV_20191118T155554_20191118T155619_018984_023D0A_1483 | 2019-11-18T15:55:54Z | Sentinel-1 IPF | 3.1 | Copernicus S1 Core Ground Segment - DPA | 3.1 | 1 | 60 | high | cloud-free | 0 | 1 | 32,636 | POLYGON ((376220 3250770, 381310 3250770, 381310 3255860, 376220 3255860, 376220 3250770)) | 509 | POINT (31.75046 29.40327) | 10, 0, 376220, 0, -10, 3255860 | 0 |
64 | WENDY | ROI_0016 | 20200309T082751_20200309T084046_T36RUT | S2A_MSIL1C_20200309T082751_N0209_R021_T36RUT_20200309T105818 | 2020-03-09T08:42:03Z | N02.14 | 4.3.0 | 1.5.0 | 1.016498 | 0 | 0 | 0 | 146.099503 | 51.035291 | S1A_IW_GRDH_1SDV_20200311T155618_20200311T155643_031630_03A53C_5EA8 | 2020-03-11T15:56:18Z | Sentinel-1 IPF | 3.2 | Copernicus S1 Core Ground Segment - DPA | 3.2 | 1 | 60 | high | cloudy | 0 | 4 | 32,636 | POLYGON ((376220 3250770, 381310 3250770, 381310 3255860, 376220 3255860, 376220 3250770)) | 509 | POINT (31.75046 29.40327) | 10, 0, 376220, 0, -10, 3255860 | 0 |
65 | EDUARDO | ROI_0017 | 20190408T071619_20190408T072924_T38PQB | S2B_MSIL1C_20190408T071619_N0207_R006_T38PQB_20190408T104550 | 2019-04-08T07:35:39Z | N02.11 | 4.3.0 | 1.5.0 | 1.000186 | 0 | 0 | 0 | 110.243055 | 69.634925 | S1B_IW_GRDH_1SDV_20190410T150232_20190410T150257_015746_01D8CE_7552 | 2019-04-10T15:02:32Z | Sentinel-1 IPF | 2.91 | Copernicus S1 Core Ground Segment - DPA | 2.91 | 0.939552 | 60 | high | cloud-free | 0 | 1 | 32,638 | POLYGON ((743030 1672680, 748120 1672680, 748120 1677770, 743030 1677770, 743030 1672680)) | 509 | POINT (47.28524 15.14122) | 10, 0, 743030, 0, -10, 1677770 | 0 |
66 | EDUARDO | ROI_0017 | 20190818T070621_20190818T071945_T38PQB | S2A_MSIL1C_20190818T070621_N0208_R106_T38PQB_20190818T101517 | 2019-08-18T07:25:43Z | N02.13 | 4.3.0 | 1.5.0 | 0.974766 | 0 | 0 | 0 | 91.767735 | 68.409923 | S1B_IW_GRDH_1SDV_20190820T150239_20190820T150304_017671_0213EB_336E | 2019-08-20T15:02:39Z | Sentinel-1 IPF | 3.1 | Copernicus S1 Core Ground Segment - UPA | 3.1 | 0.935715 | 60 | high | mid-cloudy | 0 | 4 | 32,638 | POLYGON ((743030 1672680, 748120 1672680, 748120 1677770, 743030 1677770, 743030 1672680)) | 509 | POINT (47.28524 15.14122) | 10, 0, 743030, 0, -10, 1677770 | 0 |
67 | EDUARDO | ROI_0017 | 20190831T071621_20190831T073224_T38PQB | S2A_MSIL1C_20190831T071621_N0208_R006_T38PQB_20190831T093034 | 2019-08-31T07:35:36Z | N02.13 | 4.3.0 | 1.5.0 | 0.979972 | 0 | 0 | 0 | 106.369895 | 70.56889 | S1B_IW_GRDH_1SDV_20190901T150240_20190901T150305_017846_02195B_9D03 | 2019-09-01T15:02:40Z | Sentinel-1 IPF | 3.1 | Copernicus S1 Core Ground Segment - UPA | 3.1 | 0.938436 | 60 | high | low-cloudy | 0 | 1 | 32,638 | POLYGON ((743030 1672680, 748120 1672680, 748120 1677770, 743030 1677770, 743030 1672680)) | 509 | POINT (47.28524 15.14122) | 10, 0, 743030, 0, -10, 1677770 | 0 |
68 | EDUARDO | ROI_0017 | 20190927T070641_20190927T072119_T38PQB | S2A_MSIL1C_20190927T070641_N0208_R106_T38PQB_20190927T101546 | 2019-09-27T07:25:41Z | N02.13 | 4.3.0 | 1.5.0 | 0.993747 | 0 | 0 | 0 | 129.563307 | 65.041604 | S1B_IW_GRDH_1SDV_20190925T150241_20190925T150306_018196_022436_CD41 | 2019-09-25T15:02:41Z | Sentinel-1 IPF | 3.1 | Copernicus S1 Core Ground Segment - DPA | 3.1 | 0.934445 | 60 | high | cloudy | 0 | 2 | 32,638 | POLYGON ((743030 1672680, 748120 1672680, 748120 1677770, 743030 1677770, 743030 1672680)) | 509 | POINT (47.28524 15.14122) | 10, 0, 743030, 0, -10, 1677770 | 0 |
69 | EDUARDO | ROI_0017 | 20200325T070621_20200325T071543_T38PQB | S2A_MSIL1C_20200325T070621_N0209_R106_T38PQB_20200325T105442 | 2020-03-25T07:25:36Z | N02.14 | 4.3.0 | 1.5.0 | 1.007819 | 0 | 0 | 0 | 117.671938 | 64.178082 | S1B_IW_GRDH_1SDV_20200323T150238_20200323T150303_020821_0277B2_DEDF | 2020-03-23T15:02:38Z | Sentinel-1 IPF | 3.2 | Copernicus S1 Core Ground Segment - DPA | 3.2 | 0.940038 | 60 | high | almost-clear | 0 | 1 | 32,638 | POLYGON ((743030 1672680, 748120 1672680, 748120 1677770, 743030 1677770, 743030 1672680)) | 509 | POINT (47.28524 15.14122) | 10, 0, 743030, 0, -10, 1677770 | 0 |
70 | FERNANDO | ROI_0018 | 20181215T065251_20181215T065254_T40QCG | S2A_MSIL1C_20181215T065251_N0207_R020_T40QCG_20181215T080730 | 2018-12-15T07:03:59Z | N02.11 | 4.3.0 | 1.5.0 | 1.031602 | 0 | 0 | 0 | 157.829884 | 44.182131 | S1A_IW_GRDH_1SDV_20181216T142306_20181216T142331_025052_02C3A2_B999 | 2018-12-16T14:23:06Z | Sentinel-1 IPF | 2.91 | Copernicus S1 Core Ground Segment - UPA | 2.91 | 1 | 60 | high | cloud-free | 0 | 1 | 32,640 | POLYGON ((363280 2135820, 368370 2135820, 368370 2140910, 363280 2140910, 363280 2135820)) | 509 | POINT (55.72268 19.33477) | 10, 0, 363280, 0, -10, 2140910 | 0 |
71 | FERNANDO | ROI_0018 | 20190119T065209_20190119T070240_T40QCG | S2B_MSIL1C_20190119T065209_N0207_R020_T40QCG_20190119T102553 | 2019-01-19T07:04:07Z | N02.11 | 4.3.0 | 1.5.0 | 1.033574 | 0 | 0 | 0 | 151.524307 | 45.229208 | S1A_IW_GRDH_1SDV_20190121T142305_20190121T142330_025577_02D6A6_DB40 | 2019-01-21T14:23:05Z | Sentinel-1 IPF | 2.91 | Copernicus S1 Core Ground Segment - DPA | 2.91 | 1 | 60 | high | low-cloudy | 0 | 3 | 32,640 | POLYGON ((363280 2135820, 368370 2135820, 368370 2140910, 363280 2140910, 363280 2135820)) | 509 | POINT (55.72268 19.33477) | 10, 0, 363280, 0, -10, 2140910 | 0 |
72 | FERNANDO | ROI_0018 | 20190908T063631_20190908T064747_T40QCG | S2A_MSIL1C_20190908T063631_N0208_R120_T40QCG_20190908T084926 | 2019-09-08T06:54:11Z | N02.13 | 4.3.0 | 1.5.0 | 0.983692 | 0 | 0 | 0 | 121.926731 | 66.007024 | S1A_IW_GRDH_1SDV_20190906T142313_20190906T142338_028902_0346C6_6DAE | 2019-09-06T14:23:13Z | Sentinel-1 IPF | 3.1 | Copernicus S1 Core Ground Segment - DPA | 3.1 | 1 | 60 | high | cloudy | 0 | 4 | 32,640 | POLYGON ((363280 2135820, 368370 2135820, 368370 2140910, 363280 2140910, 363280 2135820)) | 509 | POINT (55.72268 19.33477) | 10, 0, 363280, 0, -10, 2140910 | 0 |
73 | FERNANDO | ROI_0018 | 20190916T064629_20190916T065901_T40QCG | S2B_MSIL1C_20190916T064629_N0208_R020_T40QCG_20190916T105202 | 2019-09-16T07:04:07Z | N02.13 | 4.3.0 | 1.5.0 | 0.987755 | 0 | 0 | 0 | 132.834079 | 66.394163 | S1A_IW_GRDH_1SDV_20190918T142313_20190918T142338_029077_034CD4_8180 | 2019-09-18T14:23:13Z | Sentinel-1 IPF | 3.1 | Copernicus S1 Core Ground Segment - DPA | 3.1 | 1 | 60 | high | mid-cloudy | 0 | 2 | 32,640 | POLYGON ((363280 2135820, 368370 2135820, 368370 2140910, 363280 2140910, 363280 2135820)) | 509 | POINT (55.72268 19.33477) | 10, 0, 363280, 0, -10, 2140910 | 0 |
74 | FERNANDO | ROI_0018 | 20191222T064259_20191222T064945_T40QCG | S2B_MSIL1C_20191222T064259_N0208_R120_T40QCG_20191222T091653 | 2019-12-22T06:54:07Z | N02.13 | 4.3.0 | 1.5.0 | 1.032942 | 0 | 0 | 0 | 154.140773 | 42.75937 | S1A_IW_GRDH_1SDV_20191223T142312_20191223T142337_030477_037D47_322D | 2019-12-23T14:23:12Z | Sentinel-1 IPF | 3.1 | Copernicus S1 Core Ground Segment - DPA | 3.1 | 1 | 60 | high | almost-clear | 0 | 2 | 32,640 | POLYGON ((363280 2135820, 368370 2135820, 368370 2140910, 363280 2140910, 363280 2135820)) | 509 | POINT (55.72268 19.33477) | 10, 0, 363280, 0, -10, 2140910 | 0 |
75 | JHOMIRA | ROI_0019 | 20190220T072939_20190220T074111_T38RPR | S2B_MSIL1C_20190220T072939_N0207_R049_T38RPR_20190220T094404 | 2019-02-20T07:42:10Z | N02.11 | 4.3.0 | 1.5.0 | 1.024773 | 0 | 0 | 0 | 148.887416 | 46.297243 | S1A_IW_GRDH_1SDV_20190222T145829_20190222T145854_026044_02E752_00F9 | 2019-02-22T14:58:29Z | Sentinel-1 IPF | 2.91 | Copernicus S1 Core Ground Segment - UPA | 2.91 | 1 | 60 | high | cloud-free | 0 | 1 | 32,638 | POLYGON ((653270 3092680, 658360 3092680, 658360 3097770, 653270 3097770, 653270 3092680)) | 509 | POINT (46.58423 27.97303) | 10, 0, 653270, 0, -10, 3097770 | 0 |
76 | JHOMIRA | ROI_0019 | 20191018T072909_20191018T073856_T38RPS | S2B_MSIL1C_20191018T072909_N0208_R049_T38RPS_20191018T102420 | 2019-10-18T07:41:57Z | N02.13 | 4.3.0 | 1.5.0 | 1.005771 | 0 | 0 | 0 | 158.02647 | 49.617271 | S1A_IW_GRDH_1SDV_20191020T145839_20191020T145904_029544_035CD9_A49C | 2019-10-20T14:58:39Z | Sentinel-1 IPF | 3.1 | Copernicus S1 Core Ground Segment - DPA | 3.1 | 1 | 60 | high | cloudy | 0 | 4 | 32,638 | POLYGON ((653270 3092680, 658360 3092680, 658360 3097770, 653270 3097770, 653270 3092680)) | 509 | POINT (46.58423 27.97303) | 10, 0, 653270, 0, -10, 3097770 | 0 |
77 | JHOMIRA | ROI_0019 | 20191112T073141_20191112T073144_T38RPS | S2A_MSIL1C_20191112T073141_N0208_R049_T38RPS_20191112T121143 | 2019-11-12T07:41:58Z | N02.13 | 4.3.0 | 1.5.0 | 1.019238 | 0 | 0 | 0 | 162.006481 | 42.005899 | S1A_IW_GRDH_1SDV_20191113T145839_20191113T145904_029894_036911_267D | 2019-11-13T14:58:39Z | Sentinel-1 IPF | 3.1 | Copernicus S1 Core Ground Segment - DPA | 3.1 | 1 | 60 | high | low-cloudy | 0 | 3 | 32,638 | POLYGON ((653270 3092680, 658360 3092680, 658360 3097770, 653270 3097770, 653270 3092680)) | 509 | POINT (46.58423 27.97303) | 10, 0, 653270, 0, -10, 3097770 | 0 |
78 | JHOMIRA | ROI_0019 | 20200316T072639_20200316T073813_T38RPS | S2B_MSIL1C_20200316T072639_N0209_R049_T38RPS_20200316T111331 | 2020-03-16T07:41:54Z | N02.14 | 4.3.0 | 1.5.0 | 1.012813 | 0 | 0 | 0 | 143.874513 | 54.401611 | S1A_IW_GRDH_1SDV_20200315T024726_20200315T024749_031680_03A6FF_4203 | 2020-03-15T02:47:26Z | Sentinel-1 IPF | 3.2 | Copernicus S1 Core Ground Segment - DPA | 3.2 | 0.653799 | 60 | high | almost-clear | 0 | 2 | 32,638 | POLYGON ((653270 3092680, 658360 3092680, 658360 3097770, 653270 3097770, 653270 3092680)) | 509 | POINT (46.58423 27.97303) | 10, 0, 653270, 0, -10, 3097770 | 0 |
79 | JHOMIRA | ROI_0019 | 20200415T072609_20200415T073422_T38RPR | S2B_MSIL1C_20200415T072609_N0209_R049_T38RPR_20200415T102048 | 2020-04-15T07:42:06Z | N02.14 | 4.3.0 | 1.5.0 | 0.995777 | 0 | 0 | 0 | 132.726507 | 65.670139 | S1A_IW_GRDH_1SDV_20200417T145836_20200417T145901_032169_03B838_AFEC | 2020-04-17T14:58:36Z | Sentinel-1 IPF | 3.2 | Copernicus S1 Core Ground Segment - DPA | 3.2 | 1 | 60 | high | mid-cloudy | 0 | 2 | 32,638 | POLYGON ((653270 3092680, 658360 3092680, 658360 3097770, 653270 3097770, 653270 3092680)) | 509 | POINT (46.58423 27.97303) | 10, 0, 653270, 0, -10, 3097770 | 0 |
80 | EDUARDO | ROI_0020 | 20180102T075319_20180102T075640_T38SKE | S2B_MSIL1C_20180102T075319_N0206_R135_T38SKE_20180102T095218 | 2018-01-02T07:56:40Z | N02.06 | 4.3.0 | 1.5.0 | 1.034205 | 0 | 0 | 0 | 160.285833 | 28.852212 | S1A_IW_GRDH_1SDV_20180103T150830_20180103T150855_019992_0220DA_3B48 | 2018-01-03T15:08:30Z | Sentinel-1 IPF | 2.84 | Copernicus S1 Core Ground Segment - UPA | 2.84 | 1 | 60 | high | low-cloudy | 0 | 2 | 32,638 | POLYGON ((265350 3893060, 270440 3893060, 270440 3898150, 265350 3898150, 265350 3893060)) | 509 | POINT (42.45123 35.17662) | 10, 0, 265350, 0, -10, 3898150 | 0 |
81 | EDUARDO | ROI_0020 | 20180219T075951_20180219T075949_T38SKE | S2A_MSIL1C_20180219T075951_N0206_R035_T38SKE_20180219T100025 | 2018-02-19T07:59:49Z | N02.06 | 4.3.0 | 1.5.0 | 1.02505 | 0 | 0 | 0 | 155.84704 | 39.923372 | S1A_IW_GRDH_1SDV_20180220T150829_20180220T150854_020692_02371B_73B6 | 2018-02-20T15:08:29Z | Sentinel-1 IPF | 2.84 | Copernicus S1 Core Ground Segment - DPA | 2.84 | 1 | 60 | high | cloudy | 0 | 2 | 32,638 | POLYGON ((265350 3893060, 270440 3893060, 270440 3898150, 265350 3898150, 265350 3893060)) | 509 | POINT (42.45123 35.17662) | 10, 0, 265350, 0, -10, 3898150 | 0 |
82 | EDUARDO | ROI_0020 | 20190313T074711_20190313T075536_T38SKE | S2A_MSIL1C_20190313T074711_N0207_R135_T38SKE_20190313T115344 | 2019-03-13T08:00:02Z | N02.11 | 4.3.0 | 1.5.0 | 1.014788 | 0 | 0 | 0 | 149.758121 | 47.049048 | S1A_IW_GRDH_1SDV_20190312T031016_20190312T031041_026299_02F082_D716 | 2019-03-12T03:10:16Z | Sentinel-1 IPF | 2.91 | Copernicus S1 Core Ground Segment - UPA | 2.91 | 1 | 60 | high | cloud-free | 0 | 1 | 32,638 | POLYGON ((265350 3893060, 270440 3893060, 270440 3898150, 265350 3898150, 265350 3893060)) | 509 | POINT (42.45123 35.17662) | 10, 0, 265350, 0, -10, 3898150 | 0 |
83 | EDUARDO | ROI_0020 | 20200219T075951_20200219T080811_T38SKD | S2A_MSIL1C_20200219T075951_N0209_R035_T38SKD_20200219T095450 | 2020-02-19T08:10:10Z | N02.14 | 4.3.0 | 1.5.0 | 1.025292 | 0 | 0 | 0 | 155.692156 | 40.604768 | S1B_IW_GRDH_1SDV_20200217T030934_20200217T030959_020303_026732_B2AD | 2020-02-17T03:09:34Z | Sentinel-1 IPF | 3.2 | Copernicus S1 Core Ground Segment - DPA | 3.2 | 1 | 60 | high | mid-cloudy | 0 | 3 | 32,638 | POLYGON ((265350 3893060, 270440 3893060, 270440 3898150, 265350 3898150, 265350 3893060)) | 509 | POINT (42.45123 35.17662) | 10, 0, 265350, 0, -10, 3898150 | 0 |
84 | EDUARDO | ROI_0020 | 20200419T075611_20200419T080344_T38SKD | S2A_MSIL1C_20200419T075611_N0209_R035_T38SKD_20200419T093506 | 2020-04-19T08:10:17Z | N02.14 | 4.3.0 | 1.5.0 | 0.993512 | 0 | 0 | 0 | 146.329522 | 63.023468 | S1B_IW_GRDH_1SDV_20200417T030935_20200417T031000_021178_0282F6_C7F8 | 2020-04-17T03:09:35Z | Sentinel-1 IPF | 3.2 | Copernicus S1 Core Ground Segment - DPA | 3.2 | 1 | 60 | high | almost-clear | 0 | 4 | 32,638 | POLYGON ((265350 3893060, 270440 3893060, 270440 3898150, 265350 3898150, 265350 3893060)) | 509 | POINT (42.45123 35.17662) | 10, 0, 265350, 0, -10, 3898150 | 0 |
85 | FERNANDO | ROI_0021 | 20181030T081041_20181030T082011_T37SDU | S2A_MSIL1C_20181030T081041_N0206_R078_T37SDU_20181030T113047 | 2018-10-30T08:20:11Z | N02.09 | 4.3.0 | 1.5.0 | 1.012675 | 0 | 0 | 0 | 164.299145 | 40.060397 | S1A_IW_GRDH_1SDV_20181029T032647_20181029T032712_024345_02AA6E_14F2 | 2018-10-29T03:26:47Z | Sentinel-1 IPF | 2.91 | Copernicus S1 Core Ground Segment - UPA | 2.91 | 1 | 60 | high | cloud-free | 0 | 1 | 32,637 | POLYGON ((451250 3826280, 456340 3826280, 456340 3831370, 451250 3831370, 451250 3826280)) | 509 | POINT (38.49609 34.60021) | 10, 0, 451250, 0, -10, 3831370 | 0 |
86 | FERNANDO | ROI_0021 | 20190324T080609_20190324T081236_T37SDU | S2B_MSIL1C_20190324T080609_N0207_R078_T37SDU_20190324T115242 | 2019-03-24T08:20:25Z | N02.11 | 4.3.0 | 1.5.0 | 1.008755 | 0 | 0 | 0 | 149.424751 | 52.634282 | S1A_IW_GRDH_1SDV_20190322T032644_20190322T032709_026445_02F5F4_9074 | 2019-03-22T03:26:44Z | Sentinel-1 IPF | 2.91 | Copernicus S1 Core Ground Segment - UPA | 2.91 | 1 | 60 | high | cloudy | 0 | 3 | 32,637 | POLYGON ((451250 3826280, 456340 3826280, 456340 3831370, 451250 3831370, 451250 3826280)) | 509 | POINT (38.49609 34.60021) | 10, 0, 451250, 0, -10, 3831370 | 0 |
87 | FERNANDO | ROI_0021 | 20190329T080611_20190329T081207_T37SDU | S2A_MSIL1C_20190329T080611_N0207_R078_T37SDU_20190329T101106 | 2019-03-29T08:20:24Z | N02.11 | 4.3.0 | 1.5.0 | 1.005917 | 0 | 0 | 0 | 148.598168 | 54.568254 | S1B_IW_GRDH_1SDV_20190327T152401_20190327T152426_015542_01D21A_AD8B | 2019-03-27T15:24:01Z | Sentinel-1 IPF | 2.91 | Copernicus S1 Core Ground Segment - UPA | 2.91 | 1 | 60 | high | mid-cloudy | 0 | 4 | 32,637 | POLYGON ((451250 3826280, 456340 3826280, 456340 3831370, 451250 3831370, 451250 3826280)) | 509 | POINT (38.49609 34.60021) | 10, 0, 451250, 0, -10, 3831370 | 0 |
88 | FERNANDO | ROI_0021 | 20190423T080619_20190423T081724_T37SDU | S2B_MSIL1C_20190423T080619_N0207_R078_T37SDU_20190423T103225 | 2019-04-23T08:20:31Z | N02.11 | 4.3.0 | 1.5.0 | 0.991676 | 0 | 0 | 0 | 143.092058 | 63.44219 | S1B_IW_GRDH_1SDV_20190421T032559_20190421T032624_015899_01DDE0_487A | 2019-04-21T03:25:59Z | Sentinel-1 IPF | 2.91 | Copernicus S1 Core Ground Segment - UPA | 2.91 | 1 | 60 | high | low-cloudy | 0 | 2 | 32,637 | POLYGON ((451250 3826280, 456340 3826280, 456340 3831370, 451250 3831370, 451250 3826280)) | 509 | POINT (38.49609 34.60021) | 10, 0, 451250, 0, -10, 3831370 | 0 |
89 | FERNANDO | ROI_0021 | 20191109T081049_20191109T081833_T37SDU | S2B_MSIL1C_20191109T081049_N0208_R078_T37SDU_20191109T101117 | 2019-11-09T08:20:24Z | N02.13 | 4.3.0 | 1.5.0 | 1.017765 | 0 | 0 | 0 | 165.144064 | 37.129424 | S1B_IW_GRDH_1SDV_20191110T152411_20191110T152436_018867_02394F_68E4 | 2019-11-10T15:24:11Z | Sentinel-1 IPF | 3.1 | Copernicus S1 Core Ground Segment - DPA | 3.1 | 1 | 60 | high | almost-clear | 0 | 4 | 32,637 | POLYGON ((451250 3826280, 456340 3826280, 456340 3831370, 451250 3831370, 451250 3826280)) | 509 | POINT (38.49609 34.60021) | 10, 0, 451250, 0, -10, 3831370 | 0 |
95 | EDUARDO | ROI_0023 | 20191029T070009_20191029T070052_T40RBT | S2B_MSIL1C_20191029T070009_N0208_R063_T40RBT_20191029T100246 | 2019-10-29T07:11:29Z | N02.13 | 4.3.0 | 1.5.0 | 1.011938 | 0 | 0 | 0 | 161.031206 | 45.34231 | S1A_IW_GRDH_1SDV_20191027T021418_20191027T021443_029638_036012_1E87 | 2019-10-27T02:14:18Z | Sentinel-1 IPF | 3.1 | Copernicus S1 Core Ground Segment - DPA | 3.1 | 0.601495 | 60 | high | mid-cloudy | 0 | 3 | 32,640 | POLYGON ((288760 3280080, 293850 3280080, 293850 3285170, 288760 3285170, 288760 3280080)) | 509 | POINT (54.84384 29.65612) | 10, 0, 288760, 0, -10, 3285170 | 0 |
96 | EDUARDO | ROI_0023 | 20191123T070211_20191123T070212_T40RBT | S2A_MSIL1C_20191123T070211_N0208_R063_T40RBT_20191123T082716 | 2019-11-23T07:11:29Z | N02.13 | 4.3.0 | 1.5.0 | 1.024235 | 0 | 0 | 0 | 162.882345 | 38.538313 | S1A_IW_GRDH_1SDV_20191125T022227_20191125T022252_030061_036ED7_DC45 | 2019-11-25T02:22:27Z | Sentinel-1 IPF | 3.1 | Copernicus S1 Core Ground Segment - DPA | 3.1 | 1 | 60 | high | low-cloudy | 0 | 4 | 32,640 | POLYGON ((288760 3280080, 293850 3280080, 293850 3285170, 288760 3285170, 288760 3280080)) | 509 | POINT (54.84384 29.65612) | 10, 0, 288760, 0, -10, 3285170 | 0 |
97 | EDUARDO | ROI_0023 | 20200327T065619_20200327T065928_T40RBT | S2B_MSIL1C_20200327T065619_N0209_R063_T40RBT_20200327T100841 | 2020-03-27T07:11:26Z | N02.14 | 4.3.0 | 1.5.0 | 1.006687 | 0 | 0 | 0 | 142.240643 | 57.946323 | S1A_IW_GRDH_1SDV_20200328T142606_20200328T142631_031877_03ADFA_B947 | 2020-03-28T14:26:06Z | Sentinel-1 IPF | 3.2 | Copernicus S1 Core Ground Segment - DPA | 3.2 | 1 | 60 | high | almost-clear | 0 | 2 | 32,640 | POLYGON ((288760 3280080, 293850 3280080, 293850 3285170, 288760 3285170, 288760 3280080)) | 509 | POINT (54.84384 29.65612) | 10, 0, 288760, 0, -10, 3285170 | 0 |
98 | EDUARDO | ROI_0023 | 20200720T065631_20200720T070944_T40RBT | S2A_MSIL1C_20200720T065631_N0209_R063_T40RBT_20200720T093321 | 2020-07-20T07:11:33Z | N02.14 | 4.3.0 | 1.5.0 | 0.968041 | 0 | 0 | 0 | 112.330698 | 70.520246 | S1A_IW_GRDH_1SDV_20200722T022231_20200722T022256_033561_03E39F_96C2 | 2020-07-22T02:22:31Z | Sentinel-1 IPF | 3.31 | Copernicus S1 Core Ground Segment - DPA | 3.31 | 1 | 60 | high | cloud-free | 0 | 1 | 32,640 | POLYGON ((288760 3280080, 293850 3280080, 293850 3285170, 288760 3285170, 288760 3280080)) | 509 | POINT (54.84384 29.65612) | 10, 0, 288760, 0, -10, 3285170 | 0 |
99 | EDUARDO | ROI_0023 | 20200725T065629_20200725T070120_T40RBT | S2B_MSIL1C_20200725T065629_N0209_R063_T40RBT_20200725T100559 | 2020-07-25T07:11:30Z | N02.14 | 4.3.0 | 1.5.0 | 0.96872 | 0 | 0 | 0 | 114.83343 | 69.942596 | S1A_IW_GRDH_1SDV_20200726T142612_20200726T142637_033627_03E5B9_D87B | 2020-07-26T14:26:12Z | Sentinel-1 IPF | 3.31 | Copernicus S1 Core Ground Segment - DPA | 3.31 | 1 | 60 | high | cloudy | 0 | 3 | 32,640 | POLYGON ((288760 3280080, 293850 3280080, 293850 3285170, 288760 3285170, 288760 3280080)) | 509 | POINT (54.84384 29.65612) | 10, 0, 288760, 0, -10, 3285170 | 0 |
100 | FERNANDO | ROI_0024 | 20190412T065629_20190412T070829_T40RBR | S2B_MSIL1C_20190412T065629_N0207_R063_T40RBR_20190412T110451 | 2019-04-12T07:12:01Z | N02.11 | 4.3.0 | 1.5.0 | 0.997897 | 0 | 0 | 0 | 135.156355 | 64.763864 | S1A_IW_GRDH_1SDV_20190411T022243_20190411T022308_026736_030097_6645 | 2019-04-11T02:22:43Z | Sentinel-1 IPF | 2.91 | Copernicus S1 Core Ground Segment - UPA | 2.91 | 1 | 60 | high | low-cloudy | 0 | 3 | 32,640 | POLYGON ((232980 3071930, 238070 3071930, 238070 3077020, 232980 3077020, 232980 3071930)) | 509 | POINT (54.3164 27.76877) | 10, 0, 232980, 0, -10, 3077020 | 0 |
101 | FERNANDO | ROI_0024 | 20190706T065631_20190706T070836_T40RBR | S2A_MSIL1C_20190706T065631_N0207_R063_T40RBR_20190706T100324 | 2019-07-06T07:12:02Z | N02.12 | 4.3.0 | 1.5.0 | 0.967395 | 0 | 0 | 0 | 101.752249 | 72.46317 | S1A_IW_GRDH_1SDV_20190708T142539_20190708T142604_028027_032A4E_CC7C | 2019-07-08T14:25:39Z | Sentinel-1 IPF | 3.1 | Copernicus S1 Core Ground Segment - DPA | 3.1 | 1 | 60 | high | cloudy | 0 | 4 | 32,640 | POLYGON ((232980 3071930, 238070 3071930, 238070 3077020, 232980 3077020, 232980 3071930)) | 509 | POINT (54.3164 27.76877) | 10, 0, 232980, 0, -10, 3077020 | 0 |
102 | FERNANDO | ROI_0024 | 20190731T065629_20190731T070911_T40RBR | S2B_MSIL1C_20190731T065629_N0208_R063_T40RBR_20190731T113157 | 2019-07-31T07:12:05Z | N02.13 | 4.3.0 | 1.5.0 | 0.969686 | 0 | 0 | 0 | 113.648977 | 70.21273 | S1A_IW_GRDH_1SDV_20190801T142541_20190801T142606_028377_0334EA_8DCC | 2019-08-01T14:25:41Z | Sentinel-1 IPF | 3.1 | Copernicus S1 Core Ground Segment - UPA | 3.1 | 1 | 60 | high | cloud-free | 0 | 1 | 32,640 | POLYGON ((232980 3071930, 238070 3071930, 238070 3077020, 232980 3077020, 232980 3071930)) | 509 | POINT (54.3164 27.76877) | 10, 0, 232980, 0, -10, 3077020 | 0 |
103 | FERNANDO | ROI_0024 | 20200102T070301_20200102T070259_T40RBR | S2A_MSIL1C_20200102T070301_N0208_R063_T40RBR_20200102T082601 | 2020-01-02T07:11:51Z | N02.13 | 4.3.0 | 1.5.0 | 1.034172 | 0 | 0 | 0 | 158.761772 | 36.48929 | S1A_IW_GRDH_1SDV_20191231T022251_20191231T022316_030586_0380F5_7BCC | 2019-12-31T02:22:51Z | Sentinel-1 IPF | 3.1 | Copernicus S1 Core Ground Segment - DPA | 3.1 | 1 | 60 | high | almost-clear | 0 | 3 | 32,640 | POLYGON ((232980 3071930, 238070 3071930, 238070 3077020, 232980 3077020, 232980 3071930)) | 509 | POINT (54.3164 27.76877) | 10, 0, 232980, 0, -10, 3077020 | 0 |
104 | FERNANDO | ROI_0024 | 20200526T065629_20200526T071049_T40RBR | S2B_MSIL1C_20200526T065629_N0209_R063_T40RBR_20200526T103839 | 2020-05-26T07:11:58Z | N02.14 | 4.3.0 | 1.5.0 | 0.975719 | 0 | 0 | 0 | 108.745389 | 73.507559 | S1A_IW_GRDH_1SDV_20200527T142543_20200527T142608_032752_03CB42_A847 | 2020-05-27T14:25:43Z | Sentinel-1 IPF | 3.2 | Copernicus S1 Core Ground Segment - DPA | 3.2 | 1 | 60 | high | mid-cloudy | 0 | 3 | 32,640 | POLYGON ((232980 3071930, 238070 3071930, 238070 3077020, 232980 3077020, 232980 3071930)) | 509 | POINT (54.3164 27.76877) | 10, 0, 232980, 0, -10, 3077020 | 0 |
105 | JHOMIRA | ROI_0025 | 20181223T061241_20181223T061242_T42SVA | S2A_MSIL1C_20181223T061241_N0207_R134_T42SVA_20181223T073342 | 2018-12-23T06:20:10Z | N02.11 | 4.3.0 | 1.5.0 | 1.033148 | 0 | 0 | 0 | 162.390892 | 32.41791 | S1A_IW_GRDH_1SDV_20181225T012411_20181225T012436_025175_02C806_E8D3 | 2018-12-25T01:24:11Z | Sentinel-1 IPF | 2.91 | Copernicus S1 Core Ground Segment - UPA | 2.91 | 1 | 60 | high | cloud-free | 0 | 1 | 32,642 | POLYGON ((414190 3575470, 419280 3575470, 419280 3580560, 414190 3580560, 414190 3575470)) | 509 | POINT (68.11525 32.33592) | 10, 0, 414190, 0, -10, 3580560 | 0 |
106 | JHOMIRA | ROI_0025 | 20190402T060631_20190402T061609_T42SVA | S2A_MSIL1C_20190402T060631_N0207_R134_T42SVA_20190402T091901 | 2019-04-02T06:20:19Z | N02.11 | 4.3.0 | 1.5.0 | 1.00367 | 0 | 0 | 0 | 145.589631 | 58.322394 | S1A_IW_GRDH_1SDV_20190331T012409_20190331T012434_026575_02FAB5_C40F | 2019-03-31T01:24:09Z | Sentinel-1 IPF | 2.91 | Copernicus S1 Core Ground Segment - DPA | 2.91 | 1 | 60 | high | cloudy | 0 | 4 | 32,642 | POLYGON ((414190 3575470, 419280 3575470, 419280 3580560, 414190 3580560, 414190 3575470)) | 509 | POINT (68.11525 32.33592) | 10, 0, 414190, 0, -10, 3580560 | 0 |
107 | JHOMIRA | ROI_0025 | 20191128T061211_20191128T061208_T42SVA | S2A_MSIL1C_20191128T061211_N0208_R134_T42SVA_20191128T073746 | 2019-11-28T06:20:18Z | N02.13 | 4.3.0 | 1.5.0 | 1.026227 | 0 | 0 | 0 | 164.748587 | 35.194377 | S1A_IW_GRDH_1SDV_20191126T012418_20191126T012443_030075_036F52_6C34 | 2019-11-26T01:24:18Z | Sentinel-1 IPF | 3.1 | Copernicus S1 Core Ground Segment - DPA | 3.1 | 1 | 60 | high | mid-cloudy | 0 | 2 | 32,642 | POLYGON ((414190 3575470, 419280 3575470, 419280 3580560, 414190 3580560, 414190 3575470)) | 509 | POINT (68.11525 32.33592) | 10, 0, 414190, 0, -10, 3580560 | 0 |
108 | JHOMIRA | ROI_0025 | 20191223T061249_20191223T061748_T42SVA | S2B_MSIL1C_20191223T061249_N0208_R134_T42SVA_20191223T075815 | 2019-12-23T06:20:13Z | N02.13 | 4.3.0 | 1.5.0 | 1.033101 | 0 | 0 | 0 | 162.44013 | 32.426862 | S1A_IW_GRDH_1SDV_20191224T132920_20191224T132945_030491_037DB7_93D1 | 2019-12-24T13:29:20Z | Sentinel-1 IPF | 3.1 | Copernicus S1 Core Ground Segment - DPA | 3.1 | 1 | 60 | high | low-cloudy | 0 | 3 | 32,642 | POLYGON ((414190 3575470, 419280 3575470, 419280 3580560, 414190 3580560, 414190 3575470)) | 509 | POINT (68.11525 32.33592) | 10, 0, 414190, 0, -10, 3580560 | 0 |
109 | JHOMIRA | ROI_0025 | 20200401T060629_20200401T061436_T42SVA | S2B_MSIL1C_20200401T060629_N0209_R134_T42SVA_20200401T090346 | 2020-04-01T06:20:16Z | N02.14 | 4.3.0 | 1.5.0 | 1.003844 | 0 | 0 | 0 | 145.616838 | 58.225398 | S1A_IW_GRDH_1SDV_20200330T013224_20200330T013249_031898_03AE9F_6FC9 | 2020-03-30T01:32:24Z | Sentinel-1 IPF | 3.2 | Copernicus S1 Core Ground Segment - DPA | 3.2 | 1 | 60 | high | almost-clear | 0 | 2 | 32,642 | POLYGON ((414190 3575470, 419280 3575470, 419280 3580560, 414190 3580560, 414190 3575470)) | 509 | POINT (68.11525 32.33592) | 10, 0, 414190, 0, -10, 3580560 | 0 |
110 | EDUARDO | ROI_0026 | 20190803T052659_20190803T053305_T44SKB | S2B_MSIL1C_20190803T052659_N0208_R105_T44SKB_20190803T090918 | 2019-08-03T05:39:56Z | N02.13 | 4.3.0 | 1.5.0 | 0.970329 | 0 | 0 | 0 | 128.736052 | 67.563851 | S1A_IW_GRDH_1SDV_20190801T124807_20190801T124832_028376_0334E4_D474 | 2019-08-01T12:48:07Z | Sentinel-1 IPF | 3.1 | Copernicus S1 Core Ground Segment - DPA | 3.1 | 1 | 60 | high | cloudy | 0 | 2 | 32,644 | POLYGON ((286040 3594140, 291130 3594140, 291130 3599230, 286040 3599230, 286040 3594140)) | 509 | POINT (78.75001 32.48733) | 10, 0, 286040, 0, -10, 3599230 | 0 |
111 | EDUARDO | ROI_0026 | 20200509T052649_20200509T053704_T44SKB | S2B_MSIL1C_20200509T052649_N0209_R105_T44SKB_20200509T090956 | 2020-05-09T05:39:46Z | N02.14 | 4.3.0 | 1.5.0 | 0.983063 | 0 | 0 | 0 | 133.533437 | 69.027485 | S1A_IW_GRDH_1SDV_20200511T004243_20200511T004312_032510_03C3DB_9399 | 2020-05-11T00:42:43Z | Sentinel-1 IPF | 3.2 | Copernicus S1 Core Ground Segment - DPA | 3.2 | 1 | 60 | high | cloud-free | 0 | 1 | 32,644 | POLYGON ((286040 3594140, 291130 3594140, 291130 3599230, 286040 3599230, 286040 3594140)) | 509 | POINT (78.75001 32.48733) | 10, 0, 286040, 0, -10, 3599230 | 0 |
112 | EDUARDO | ROI_0026 | 20200618T052649_20200618T053712_T44SKB | S2B_MSIL1C_20200618T052649_N0209_R105_T44SKB_20200618T090804 | 2020-06-18T05:39:51Z | N02.14 | 4.3.0 | 1.5.0 | 0.969234 | 0 | 0 | 0 | 118.193165 | 72.322376 | S1A_IW_GRDH_1SDV_20200616T004246_20200616T004315_033035_03D39B_DB22 | 2020-06-16T00:42:46Z | Sentinel-1 IPF | 3.2 | Copernicus S1 Core Ground Segment - DPA | 3.2 | 1 | 60 | high | almost-clear | 0 | 2 | 32,644 | POLYGON ((286040 3594140, 291130 3594140, 291130 3599230, 286040 3599230, 286040 3594140)) | 509 | POINT (78.75001 32.48733) | 10, 0, 286040, 0, -10, 3599230 | 0 |
113 | EDUARDO | ROI_0026 | 20200728T052649_20200728T053303_T44SKA | S2B_MSIL1C_20200728T052649_N0209_R105_T44SKA_20200728T091852 | 2020-07-28T05:40:05Z | N02.14 | 4.3.0 | 1.5.0 | 0.969224 | 0 | 0 | 0 | 124.408825 | 69.006964 | S1A_IW_GRDH_1SDV_20200726T124813_20200726T124838_033626_03E5B3_7A72 | 2020-07-26T12:48:13Z | Sentinel-1 IPF | 3.31 | Copernicus S1 Core Ground Segment - DPA | 3.31 | 1 | 60 | high | low-cloudy | 0 | 2 | 32,644 | POLYGON ((286040 3594140, 291130 3594140, 291130 3599230, 286040 3599230, 286040 3594140)) | 509 | POINT (78.75001 32.48733) | 10, 0, 286040, 0, -10, 3599230 | 0 |
114 | EDUARDO | ROI_0026 | 20200728T052649_20200728T053303_T44SKB | S2B_MSIL1C_20200728T052649_N0209_R105_T44SKB_20200728T091852 | 2020-07-28T05:39:51Z | N02.14 | 4.3.0 | 1.5.0 | 0.969224 | 0 | 0 | 0 | 126.143407 | 68.426772 | S1A_IW_GRDH_1SDV_20200726T124813_20200726T124838_033626_03E5B3_7A72 | 2020-07-26T12:48:13Z | Sentinel-1 IPF | 3.31 | Copernicus S1 Core Ground Segment - DPA | 3.31 | 1 | 60 | high | mid-cloudy | 0 | 2 | 32,644 | POLYGON ((286040 3594140, 291130 3594140, 291130 3599230, 286040 3599230, 286040 3594140)) | 509 | POINT (78.75001 32.48733) | 10, 0, 286040, 0, -10, 3599230 | 0 |
115 | FERNANDO | ROI_0027 | 20181221T053231_20181221T053356_T44SKH | S2A_MSIL1C_20181221T053231_N0207_R105_T44SKH_20181221T090941 | 2018-12-21T05:38:13Z | N02.11 | 4.3.0 | 1.5.0 | 1.032814 | 0 | 0 | 0 | 162.871486 | 26.280822 | S1A_IW_GRDH_1SDV_20181223T124133_20181223T124158_025153_02C738_8EEE | 2018-12-23T12:41:33Z | Sentinel-1 IPF | 2.91 | Copernicus S1 Core Ground Segment - DPA | 2.91 | 1 | 60 | high | cloud-free | 0 | 1 | 32,644 | POLYGON ((293360 4252550, 298450 4252550, 298450 4257640, 293360 4257640, 293360 4252550)) | 509 | POINT (78.66211 38.42081) | 10, 0, 293360, 0, -10, 4257640 | 0 |
116 | FERNANDO | ROI_0027 | 20190204T053029_20190204T053148_T44SKH | S2B_MSIL1C_20190204T053029_N0207_R105_T44SKH_20190204T082059 | 2019-02-04T05:38:22Z | N02.11 | 4.3.0 | 1.5.0 | 1.030347 | 0 | 0 | 0 | 156.438539 | 32.035403 | S1A_IW_GRDH_1SDV_20190203T004932_20190203T004957_025758_02DD34_A012 | 2019-02-03T00:49:32Z | Sentinel-1 IPF | 2.91 | Copernicus S1 Core Ground Segment - DPA | 2.91 | 1 | 60 | high | mid-cloudy | 0 | 4 | 32,644 | POLYGON ((293360 4252550, 298450 4252550, 298450 4257640, 293360 4257640, 293360 4252550)) | 509 | POINT (78.66211 38.42081) | 10, 0, 293360, 0, -10, 4257640 | 0 |
117 | FERNANDO | ROI_0027 | 20190503T053651_20190503T054503_T44SKH | S2A_MSIL1C_20190503T053651_N0207_R005_T44SKH_20190503T082840 | 2019-05-03T05:48:22Z | N02.11 | 4.3.0 | 1.5.0 | 0.986398 | 0 | 0 | 0 | 147.812761 | 64.171041 | S1A_IW_GRDH_1SDV_20190504T124133_20190504T124158_027078_030D03_56FC | 2019-05-04T12:41:33Z | Sentinel-1 IPF | 2.91 | Copernicus S1 Core Ground Segment - UPA | 2.91 | 1 | 60 | high | low-cloudy | 0 | 2 | 32,644 | POLYGON ((293360 4252550, 298450 4252550, 298450 4257640, 293360 4257640, 293360 4252550)) | 509 | POINT (78.66211 38.42081) | 10, 0, 293360, 0, -10, 4257640 | 0 |
118 | FERNANDO | ROI_0027 | 20190604T052659_20190604T053306_T44SKH | S2B_MSIL1C_20190604T052659_N0207_R105_T44SKH_20190604T090901 | 2019-06-04T05:38:30Z | N02.12 | 4.3.0 | 1.5.0 | 0.972897 | 0 | 0 | 0 | 133.190735 | 68.57178 | S1A_IW_GRDH_1SDV_20190603T004935_20190603T005000_027508_031AA0_264E | 2019-06-03T00:49:35Z | Sentinel-1 IPF | 2.91 | Copernicus S1 Core Ground Segment - UPA | 2.91 | 1 | 60 | high | cloudy | 0 | 4 | 32,644 | POLYGON ((293360 4252550, 298450 4252550, 298450 4257640, 293360 4257640, 293360 4252550)) | 509 | POINT (78.66211 38.42081) | 10, 0, 293360, 0, -10, 4257640 | 0 |
119 | FERNANDO | ROI_0027 | 20190828T052651_20190828T052911_T44SKH | S2A_MSIL1C_20190828T052651_N0208_R105_T44SKH_20190828T092024 | 2019-08-28T05:38:23Z | N02.13 | 4.3.0 | 1.5.0 | 0.978638 | 0 | 0 | 0 | 146.500497 | 57.422914 | S1A_IW_GRDH_1SDV_20190826T004940_20190826T005005_028733_0340D6_0FD5 | 2019-08-26T00:49:40Z | Sentinel-1 IPF | 3.1 | Copernicus S1 Core Ground Segment - DPA | 3.1 | 1 | 60 | high | almost-clear | 0 | 3 | 32,644 | POLYGON ((293360 4252550, 298450 4252550, 298450 4257640, 293360 4257640, 293360 4252550)) | 509 | POINT (78.66211 38.42081) | 10, 0, 293360, 0, -10, 4257640 | 0 |
120 | JHOMIRA | ROI_0028 | 20190228T050739_20190228T051623_T45TUE | S2B_MSIL1C_20190228T050739_N0207_R019_T45TUE_20190228T085706 | 2019-02-28T05:17:36Z | N02.11 | 4.3.0 | 1.5.0 | 1.02132 | 0 | 0 | 0 | 156.268893 | 38.858243 | S1A_IW_GRDH_1SDV_20190302T121656_20190302T121721_026159_02EB68_3FA2 | 2019-03-02T12:16:56Z | Sentinel-1 IPF | 2.91 | Copernicus S1 Core Ground Segment - DPA | 2.91 | 1 | 60 | high | cloud-free | 0 | 1 | 32,645 | POLYGON ((348080 4410190, 353170 4410190, 353170 4415280, 348080 4415280, 348080 4410190)) | 509 | POINT (85.25388 39.85151) | 10, 0, 348080, 0, -10, 4415280 | 0 |
121 | JHOMIRA | ROI_0028 | 20190628T050659_20190628T051009_T45TUE | S2B_MSIL1C_20190628T050659_N0207_R019_T45TUE_20190628T084807 | 2019-06-28T05:17:46Z | N02.12 | 4.3.0 | 1.5.0 | 0.967903 | 0 | 0 | 0 | 136.421282 | 68.381036 | S1A_IW_GRDH_1SDV_20190630T121701_20190630T121726_027909_03269F_826D | 2019-06-30T12:17:01Z | Sentinel-1 IPF | 3.1 | Copernicus S1 Core Ground Segment - DPA | 3.1 | 1 | 60 | high | almost-clear | 0 | 1 | 32,645 | POLYGON ((348080 4410190, 353170 4410190, 353170 4415280, 348080 4415280, 348080 4410190)) | 509 | POINT (85.25388 39.85151) | 10, 0, 348080, 0, -10, 4415280 | 0 |
122 | JHOMIRA | ROI_0028 | 20190827T050659_20190827T051015_T45TUE | S2B_MSIL1C_20190827T050659_N0208_R019_T45TUE_20190827T084834 | 2019-08-27T05:17:42Z | N02.13 | 4.3.0 | 1.5.0 | 0.978212 | 0 | 0 | 0 | 150.788189 | 56.940684 | S1A_IW_GRDH_1SDV_20190829T121704_20190829T121729_028784_03429E_5884 | 2019-08-29T12:17:04Z | Sentinel-1 IPF | 3.1 | Copernicus S1 Core Ground Segment - DPA | 3.1 | 1 | 60 | high | low-cloudy | 0 | 2 | 32,645 | POLYGON ((348080 4410190, 353170 4410190, 353170 4415280, 348080 4415280, 348080 4410190)) | 509 | POINT (85.25388 39.85151) | 10, 0, 348080, 0, -10, 4415280 | 0 |
123 | JHOMIRA | ROI_0028 | 20191026T050909_20191026T050903_T45TUE | S2B_MSIL1C_20191026T050909_N0208_R019_T45TUE_20191026T074757 | 2019-10-26T05:17:39Z | N02.13 | 4.3.0 | 1.5.0 | 1.010238 | 0 | 0 | 0 | 166.242283 | 36.480773 | S1A_IW_GRDH_1SDV_20191028T121706_20191028T121731_029659_0360C3_90FA | 2019-10-28T12:17:06Z | Sentinel-1 IPF | 3.1 | Copernicus S1 Core Ground Segment - DPA | 3.1 | 1 | 60 | high | mid-cloudy | 0 | 4 | 32,645 | POLYGON ((348080 4410190, 353170 4410190, 353170 4415280, 348080 4415280, 348080 4410190)) | 509 | POINT (85.25388 39.85151) | 10, 0, 348080, 0, -10, 4415280 | 0 |
124 | JHOMIRA | ROI_0028 | 20200403T050649_20200403T051359_T45TUE | S2B_MSIL1C_20200403T050649_N0209_R019_T45TUE_20200403T085745 | 2020-04-03T05:17:35Z | N02.14 | 4.3.0 | 1.5.0 | 1.002716 | 0 | 0 | 0 | 153.050912 | 52.440648 | S1A_IW_GRDH_1SDV_20200401T121703_20200401T121728_031934_03AFE6_F60F | 2020-04-01T12:17:03Z | Sentinel-1 IPF | 3.2 | Copernicus S1 Core Ground Segment - DPA | 3.2 | 1 | 60 | high | cloudy | 0 | 3 | 32,645 | POLYGON ((348080 4410190, 353170 4410190, 353170 4415280, 348080 4415280, 348080 4410190)) | 509 | POINT (85.25388 39.85151) | 10, 0, 348080, 0, -10, 4415280 | 0 |
CloudSEN12 HIGH-QUALITY
A Benchmark Dataset for Cloud Semantic Understanding
CloudSEN12 is a LARGE dataset (~1 TB) for cloud semantic understanding that consists of 49,400 image patches (IP) that are evenly spread throughout all continents except Antarctica. Each IP covers 5090 x 5090 meters and contains data from Sentinel-2 levels 1C and 2A, hand-crafted annotations of thick and thin clouds and cloud shadows, Sentinel-1 Synthetic Aperture Radar (SAR), digital elevation model, surface water occurrence, land cover classes, and cloud mask results from six cutting-edge cloud detection algorithms.
CloudSEN12 is designed to support both weakly and self-/semi-supervised learning strategies by including three distinct forms of hand-crafted labeling data: high-quality, scribble and no-annotation. For more details on how we created the dataset see our paper.
Ready to start using CloudSEN12?
CloudSEN12 in Google Earth Engine
General Description
File | Name | Scale | Wavelength | Description | Datatype |
---|---|---|---|---|---|
L1C_ & L2A_ | B1 | 0.0001 | 443.9nm (S2A) / 442.3nm (S2B) | Aerosols. | np.int16 |
B2 | 0.0001 | 496.6nm (S2A) / 492.1nm (S2B) | Blue. | np.int16 | |
B3 | 0.0001 | 560nm (S2A) / 559nm (S2B) | Green. | np.int16 | |
B4 | 0.0001 | 664.5nm (S2A) / 665nm (S2B) | Red. | np.int16 | |
B5 | 0.0001 | 703.9nm (S2A) / 703.8nm (S2B) | Red Edge 1. | np.int16 | |
B6 | 0.0001 | 740.2nm (S2A) / 739.1nm (S2B) | Red Edge 2. | np.int16 | |
B7 | 0.0001 | 782.5nm (S2A) / 779.7nm (S2B) | Red Edge 3. | np.int16 | |
B8 | 0.0001 | 835.1nm (S2A) / 833nm (S2B) | NIR. | np.int16 | |
B8A | 0.0001 | 864.8nm (S2A) / 864nm (S2B) | Red Edge 4. | np.int16 | |
B9 | 0.0001 | 945nm (S2A) / 943.2nm (S2B) | Water vapor. | np.int16 | |
B11 | 0.0001 | 1613.7nm (S2A) / 1610.4nm (S2B) | SWIR 1. | np.int16 | |
B12 | 0.0001 | 2202.4nm (S2A) / 2185.7nm (S2B) | SWIR 2. | np.int16 | |
L1C_ | B10 | 0.0001 | 1373.5nm (S2A) / 1376.9nm (S2B) | Cirrus. | np.int16 |
L2A_ | AOT | 0.001 | - | Aerosol Optical Thickness. | np.int16 |
WVP | 0.001 | - | Water Vapor Pressure. | np.int16 | |
TCI_R | 1 | - | True Color Image, Red. | np.int16 | |
TCI_G | 1 | - | True Color Image, Green. | np.int16 | |
TCI_B | 1 | - | True Color Image, Blue. | np.int16 | |
S1_ | VV | 1 | 5.405GHz | Dual-band cross-polarization, vertical transmit/horizontal receive. | np.float32 |
VH | 1 | 5.405GHz | Single co-polarization, vertical transmit/vertical receive. | np.float32 | |
angle | 1 | - | Incidence angle generated by interpolating the ‘incidenceAngle’ property. | np.float32 | |
EXTRA_ | CDI | 0.0001 | - | Cloud Displacement Index. | np.int16 |
Shwdirection | 0.01 | - | Azimuth. Values range from 0°- 360°. | np.int16 | |
elevation | 1 | - | Elevation in meters. Obtained from MERIT Hydro datasets. | np.int16 | |
ocurrence | 1 | - | JRC Global Surface Water. The frequency with which water was present. | np.int16 | |
LC100 | 1 | - | Copernicus land cover product. CGLS-LC100 Collection 3. | np.int16 | |
LC10 | 1 | - | ESA WorldCover 10m v100 product. | np.int16 | |
LABEL_ | fmask | 1 | - | Fmask4.0 cloud masking. | np.int16 |
QA60 | 1 | - | SEN2 Level-1C cloud mask. | np.int8 | |
s2cloudless | 1 | - | sen2cloudless results. | np.int8 | |
sen2cor | 1 | - | Scene Classification band. Obtained from SEN2 level 2A. | np.int8 | |
cd_fcnn_rgbi | 1 | - | López-Puigdollers et al. results based on RGBI bands. | np.int8 | |
cd_fcnn_rgbi_swir | 1 | - | López-Puigdollers et al. results based on RGBISWIR bands. | np.int8 | |
kappamask_L1C | 1 | - | KappaMask results using SEN2 level L1C as input. | np.int8 | |
kappamask_L2A | 1 | - | KappaMask results using SEN2 level L2A as input. | np.int8 | |
manual_hq | 1 | High-quality pixel-wise manual annotation. | np.int8 | ||
manual_sc | 1 | Scribble manual annotation. | np.int8 |
Label Description
CloudSEN12 | KappaMask | Sen2Cor | Fmask | s2cloudless | CD-FCNN | QA60 |
---|---|---|---|---|---|---|
0 Clear | 1 Clear | 4 Vegetation | 0 Clear land | 0 Clear | 0 Clear | 0 Clear |
2 Dark area pixels | 1 Clear water | |||||
5 Bare Soils | 3 Snow | |||||
6 Water | ||||||
11 Snow | ||||||
1 Thick cloud | 4 Cloud | 8 Cloud medium probability | 4 Cloud | 1 Cloud | 1 Cloud | 1024 Opaque cloud |
9 Cloud high probability | ||||||
2 Thin cloud | 3 Semi-transparent cloud | 10 Thin cirrus | 2048 Cirrus cloud | |||
3 Cloud shadow | 2 Cloud shadow | 3 Cloud shadows | 2 Cloud shadow |
Dataset information, working with np.memmap:
Sentinel-1 and Sentinel-2 collect images that span an area of 5090 x 5090 meters at 10 meters per pixel. This results in 509 x 509 pixel images, presenting a challenge.
Given each layer is a two-dimensional matrix, true image data is held from pixel (1,1) to (509,509)
The subsequent images have been padded with three pixels around the image to make the images 512 x 512, a size that most models accept.
To give a visual representation of where the padding has been added: x marks blank pixels stored as black (255)
xxxxxxxxxxxxxx
x xx
x xx
x xx
x xx
x xx
xxxxxxxxxxxxxx
xxxxxxxxxxxxxx
The effects of the padding can be mitigated by adding a random crop within (1,1) to (509, 509) or completing a center crop to the desired size for network architecture.
The current split of image data is into three categories:
- Training: 84.90 % of total
- Validation: 5.35 % of total
- Testing: 9.75 % of total
For the recomposition of the data to take random samples of all 10,000 available images, we can combine the np.memmap objects and take random selections at the beginning of each trial, selecting random samples of the 10,000 images based on the desired percentage of the total data available.
This approach ensures the mitigation of training bias based on the original selection of images for each category.
Example
train shape: (8490, 512, 512)
val shape: (535, 512, 512)
test shape: (975, 512, 512)
import numpy as np
# Read high-quality train
train_shape = (8490, 512, 512)
B4X = np.memmap('train/L1C_B04.dat', dtype='int16', mode='r', shape=train_shape)
y = np.memmap('train/manual_hq.dat', dtype='int8', mode='r', shape=train_shape)
# Read high-quality val
val_shape = (535, 512, 512)
B4X = np.memmap('val/L1C_B04.dat', dtype='int16', mode='r', shape=val_shape)
y = np.memmap('val/manual_hq.dat', dtype='int8', mode='r', shape=val_shape)
# Read high-quality test
test_shape = (975, 512, 512)
B4X = np.memmap('test/L1C_B04.dat', dtype='int16', mode='r', shape=test_shape)
y = np.memmap('test/manual_hq.dat', dtype='int8', mode='r', shape=test_shape)
This work has been partially supported by the Spanish Ministry of Science and Innovation project PID2019-109026RB-I00 (MINECO-ERDF) and the Austrian Space Applications Programme within the SemantiX project.
- Downloads last month
- 1,704