Datasets:

isp-uv-es
/

CloudSEN12Plus

file_name large_stringlengths 48 49	roi_id large_stringlengths 8 9	equi_id large_stringlengths 17 17	equi_zone large_stringclasses 7 values	s2_id_gee large_stringlengths 38 38	s2_id large_stringlengths 60 60	s2_date large_stringlengths 20 20	s2_mean_solar_azimuth_angle float64 27.5 308	s2_mean_solar_zenith_angle float64 5.73 81.9	proj_epsg int64 32.6k 32.8k	proj_geometry large_stringlengths 77 90	proj_shape int64 509 2k	proj_centroid large_stringlengths 20 47	proj_transform large_stringlengths 27 30	label_type large_stringclasses 3 values	fixed int64 0 1	split large_stringclasses 3 values
ROI_0009__20190513T180929_20190513T181344_T12SWH	ROI_0009	NA5120_E1392N0675	NA	20190513T180929_20190513T181344_T12SWH	S2B_MSIL1C_20190513T180929_N0207_R084_T12SWH_20190513T214636	2019-05-13T18:23:40Z	145.580402	66.864599	32,612	POLYGON ((548710 4253010, 553800 4253010, 553800 4258100, 548710 4258100, 548710 4253010))	509	POINT (-110.4126 38.44681)	10, 0, 548710, 0, -10, 4258100	high	0	validation
ROI_0009__20190528T180921_20190528T182048_T12SWH	ROI_0009	NA5120_E1392N0675	NA	20190528T180921_20190528T182048_T12SWH	S2A_MSIL1C_20190528T180921_N0207_R084_T12SWH_20190528T231351	2019-05-28T18:23:34Z	140.931566	69.390715	32,612	POLYGON ((548710 4253010, 553800 4253010, 553800 4258100, 548710 4258100, 548710 4253010))	509	POINT (-110.4126 38.44681)	10, 0, 548710, 0, -10, 4258100	high	0	validation
ROI_0009__20191027T180439_20191027T180526_T12SWH	ROI_0009	NA5120_E1392N0675	NA	20191027T180439_20191027T180526_T12SWH	S2B_MSIL1C_20191027T180439_N0208_R041_T12SWH_20191027T194505	2019-10-27T18:13:36Z	164.064934	37.37347	32,612	POLYGON ((548710 4253010, 553800 4253010, 553800 4258100, 548710 4258100, 548710 4253010))	509	POINT (-110.4126 38.44681)	10, 0, 548710, 0, -10, 4258100	high	0	validation
ROI_0009__20200212T181451_20200212T181553_T12SWH	ROI_0009	NA5120_E1392N0675	NA	20200212T181451_20200212T181553_T12SWH	S2A_MSIL1C_20200212T181451_N0209_R084_T12SWH_20200212T201130	2020-02-12T18:23:24Z	158.343089	35.280301	32,612	POLYGON ((548710 4253010, 553800 4253010, 553800 4258100, 548710 4258100, 548710 4253010))	509	POINT (-110.4126 38.44681)	10, 0, 548710, 0, -10, 4258100	high	0	validation
ROI_0009__20200603T175909_20200603T181313_T12SWH	ROI_0009	NA5120_E1392N0675	NA	20200603T175909_20200603T181313_T12SWH	S2B_MSIL1C_20200603T175909_N0209_R041_T12SWH_20200603T213338	2020-06-03T18:13:37Z	133.595008	68.691164	32,612	POLYGON ((548710 4253010, 553800 4253010, 553800 4258100, 548710 4258100, 548710 4253010))	509	POINT (-110.4126 38.44681)	10, 0, 548710, 0, -10, 4258100	high	0	validation
ROI_0022__20190120T071221_20190120T071215_T39SXR	ROI_0022	AS5120_E0100N0799	AS	20190120T071221_20190120T071215_T39SXR	S2A_MSIL1C_20190120T071221_N0207_R106_T39SXR_20190120T091959	2019-01-20T07:20:43Z	157.206849	34.43548	32,639	POLYGON ((641380 3514200, 646470 3514200, 646470 3519290, 641380 3519290, 641380 3514200))	509	POINT (52.51999 31.77719)	10, 0, 641380, 0, -10, 3519290	high	0	validation
ROI_0022__20190301T070821_20190301T071257_T39SXR	ROI_0022	AS5120_E0100N0799	AS	20190301T070821_20190301T071257_T39SXR	S2A_MSIL1C_20190301T070821_N0207_R106_T39SXR_20190301T104847	2019-03-01T07:20:41Z	150.447129	45.835804	32,639	POLYGON ((641380 3514200, 646470 3514200, 646470 3519290, 641380 3519290, 641380 3514200))	509	POINT (52.51999 31.77719)	10, 0, 641380, 0, -10, 3519290	high	0	validation
ROI_0022__20190520T070631_20190520T071436_T39SXR	ROI_0022	AS5120_E0100N0799	AS	20190520T070631_20190520T071436_T39SXR	S2A_MSIL1C_20190520T070631_N0207_R106_T39SXR_20190520T092024	2019-05-20T07:20:50Z	125.727285	71.057382	32,639	POLYGON ((641380 3514200, 646470 3514200, 646470 3519290, 641380 3519290, 641380 3514200))	509	POINT (52.51999 31.77719)	10, 0, 641380, 0, -10, 3519290	high	0	validation
ROI_0022__20191116T071151_20191116T071148_T39SXR	ROI_0022	AS5120_E0100N0799	AS	20191116T071151_20191116T071148_T39SXR	S2A_MSIL1C_20191116T071151_N0208_R106_T39SXR_20191116T084032	2019-11-16T07:20:48Z	163.987359	37.707064	32,639	POLYGON ((641380 3514200, 646470 3514200, 646470 3519290, 641380 3519290, 641380 3514200))	509	POINT (52.51999 31.77719)	10, 0, 641380, 0, -10, 3519290	high	0	validation
ROI_0022__20200419T070619_20200419T071437_T39SXR	ROI_0022	AS5120_E0100N0799	AS	20200419T070619_20200419T071437_T39SXR	S2B_MSIL1C_20200419T070619_N0209_R106_T39SXR_20200419T100542	2020-04-19T07:20:41Z	139.126437	64.097113	32,639	POLYGON ((641380 3514200, 646470 3514200, 646470 3519290, 641380 3519290, 641380 3514200))	509	POINT (52.51999 31.77719)	10, 0, 641380, 0, -10, 3519290	high	0	validation
ROI_0040__20190706T065631_20190706T065757_T40TGQ	ROI_0040	AS5120_E0335N1007	AS	20190706T065631_20190706T065757_T40TGQ	S2A_MSIL1C_20190706T065631_N0207_R063_T40TGQ_20190706T090931	2019-07-06T07:07:09Z	147.42209	65.199572	32,640	POLYGON ((716010 4967030, 721100 4967030, 721100 4972120, 716010 4972120, 716010 4967030))	509	POINT (59.7656 44.8461)	10, 0, 716010, 0, -10, 4972120	high	0	validation
ROI_0040__20190810T065629_20190810T065730_T40TGQ	ROI_0040	AS5120_E0335N1007	AS	20190810T065629_20190810T065730_T40TGQ	S2B_MSIL1C_20190810T065629_N0208_R063_T40TGQ_20190810T104304	2019-08-10T07:07:11Z	152.768616	58.568216	32,640	POLYGON ((716010 4967030, 721100 4967030, 721100 4972120, 716010 4972120, 716010 4967030))	509	POINT (59.7656 44.8461)	10, 0, 716010, 0, -10, 4972120	high	0	validation
ROI_0040__20200102T070301_20200102T070259_T40TGQ	ROI_0040	AS5120_E0335N1007	AS	20200102T070301_20200102T070259_T40TGQ	S2A_MSIL1C_20200102T070301_N0208_R063_T40TGQ_20200102T082601	2020-01-02T07:06:59Z	166.211023	21.236222	32,640	POLYGON ((716010 4967030, 721100 4967030, 721100 4972120, 716010 4972120, 716010 4967030))	509	POINT (59.7656 44.8461)	10, 0, 716010, 0, -10, 4972120	high	0	validation
ROI_0040__20200117T070219_20200117T070222_T40TGQ	ROI_0040	AS5120_E0335N1007	AS	20200117T070219_20200117T070222_T40TGQ	S2B_MSIL1C_20200117T070219_N0208_R063_T40TGQ_20200117T085347	2020-01-17T07:06:58Z	164.252403	23.04093	32,640	POLYGON ((716010 4967030, 721100 4967030, 721100 4972120, 716010 4972120, 716010 4967030))	509	POINT (59.7656 44.8461)	10, 0, 716010, 0, -10, 4972120	high	0	validation
ROI_0040__20200411T065621_20200411T065631_T40TGQ	ROI_0040	AS5120_E0335N1007	AS	20200411T065621_20200411T065631_T40TGQ	S2A_MSIL1C_20200411T065621_N0209_R063_T40TGQ_20200411T085839	2020-04-11T07:07:03Z	158.312872	52.113271	32,640	POLYGON ((716010 4967030, 721100 4967030, 721100 4972120, 716010 4972120, 716010 4967030))	509	POINT (59.7656 44.8461)	10, 0, 716010, 0, -10, 4972120	high	0	validation
ROI_0050__20190421T081611_20190421T083908_T34JEL	ROI_0050	AF5120_E1095N0316	AF	20190421T081611_20190421T083908_T34JEL	S2A_MSIL1C_20190421T081611_N0207_R121_T34JEL_20190421T120222	2019-04-21T08:49:02Z	34.047298	40.320301	32,734	POLYGON ((532150 6567180, 537240 6567180, 537240 6572270, 532150 6572270, 532150 6567180))	509	POINT (21.36345 -31.00556)	10, 0, 532150, 0, -10, 6572270	high	0	validation
ROI_0050__20190526T081609_20190526T084825_T34JEL	ROI_0050	AF5120_E1095N0316	AF	20190526T081609_20190526T084825_T34JEL	S2B_MSIL1C_20190526T081609_N0207_R121_T34JEL_20190526T121554	2019-05-26T08:49:08Z	28.233235	32.28227	32,734	POLYGON ((532150 6567180, 537240 6567180, 537240 6572270, 532150 6572270, 532150 6567180))	509	POINT (21.36345 -31.00556)	10, 0, 532150, 0, -10, 6572270	high	1	validation
ROI_0050__20190620T081611_20190620T084053_T34JEL	ROI_0050	AF5120_E1095N0316	AF	20190620T081611_20190620T084053_T34JEL	S2A_MSIL1C_20190620T081611_N0207_R121_T34JEL_20190620T120102	2019-06-20T08:49:03Z	28.155991	29.724682	32,734	POLYGON ((532150 6567180, 537240 6567180, 537240 6572270, 532150 6572270, 532150 6567180))	509	POINT (21.36345 -31.00556)	10, 0, 532150, 0, -10, 6572270	high	0	validation
ROI_0050__20190819T081611_20190819T084530_T34JEL	ROI_0050	AF5120_E1095N0316	AF	20190819T081611_20190819T084530_T34JEL	S2A_MSIL1C_20190819T081611_N0208_R121_T34JEL_20190819T120855	2019-08-19T08:49:02Z	34.758074	38.856364	32,734	POLYGON ((532150 6567180, 537240 6567180, 537240 6572270, 532150 6572270, 532150 6567180))	509	POINT (21.36345 -31.00556)	10, 0, 532150, 0, -10, 6572270	high	0	validation
ROI_0050__20200227T080859_20200227T082855_T34JEL	ROI_0050	AF5120_E1095N0316	AF	20200227T080859_20200227T082855_T34JEL	S2B_MSIL1C_20200227T080859_N0209_R078_T34JEL_20200227T105742	2020-02-27T08:39:01Z	59.370198	52.626964	32,734	POLYGON ((532150 6567180, 537240 6567180, 537240 6572270, 532150 6572270, 532150 6567180))	509	POINT (21.36345 -31.00556)	10, 0, 532150, 0, -10, 6572270	high	0	validation
ROI_0083__20190630T190919_20190630T191707_T10UEA	ROI_0083	NA5120_E1279N0966	NA	20190630T190919_20190630T191707_T10UEA	S2B_MSIL1C_20190630T190919_N0207_R056_T10UEA_20190630T210603	2019-06-30T19:20:49Z	154.632652	61.24765	32,610	POLYGON ((573400 5551810, 578490 5551810, 578490 5556900, 573400 5556900, 573400 5551810))	509	POINT (-121.9373 50.13656)	10, 0, 573400, 0, -10, 5556900	high	0	validation
ROI_0083__20200515T190909_20200515T191310_T10UEA	ROI_0083	NA5120_E1279N0966	NA	20200515T190909_20200515T191310_T10UEA	S2B_MSIL1C_20200515T190909_N0209_R056_T10UEA_20200515T223211	2020-05-15T19:20:39Z	159.932081	57.800428	32,610	POLYGON ((573400 5551810, 578490 5551810, 578490 5556900, 573400 5556900, 573400 5551810))	509	POINT (-121.9373 50.13656)	10, 0, 573400, 0, -10, 5556900	high	0	validation
ROI_0083__20200520T190921_20200520T191708_T10UEA	ROI_0083	NA5120_E1279N0966	NA	20200520T190921_20200520T191708_T10UEA	S2A_MSIL1C_20200520T190921_N0209_R056_T10UEA_20200520T224819	2020-05-20T19:20:46Z	159.392373	58.846116	32,610	POLYGON ((573400 5551810, 578490 5551810, 578490 5556900, 573400 5556900, 573400 5551810))	509	POINT (-121.9373 50.13656)	10, 0, 573400, 0, -10, 5556900	high	0	validation
ROI_0083__20200619T190921_20200619T191722_T10UEA	ROI_0083	NA5120_E1279N0966	NA	20200619T190921_20200619T191722_T10UEA	S2A_MSIL1C_20200619T190921_N0209_R056_T10UEA_20200619T224628	2020-06-19T19:20:46Z	155.428269	61.662227	32,610	POLYGON ((573400 5551810, 578490 5551810, 578490 5556900, 573400 5556900, 573400 5551810))	509	POINT (-121.9373 50.13656)	10, 0, 573400, 0, -10, 5556900	high	0	validation
ROI_0083__20200714T190919_20200714T191949_T10UEA	ROI_0083	NA5120_E1279N0966	NA	20200714T190919_20200714T191949_T10UEA	S2B_MSIL1C_20200714T190919_N0209_R056_T10UEA_20200714T224405	2020-07-14T19:20:41Z	154.552266	59.519162	32,610	POLYGON ((573400 5551810, 578490 5551810, 578490 5556900, 573400 5556900, 573400 5551810))	509	POINT (-121.9373 50.13656)	10, 0, 573400, 0, -10, 5556900	high	0	validation
ROI_0116__20190121T064201_20190121T064159_T40RGP	ROI_0116	AS5120_E0169N0622	AS	20190121T064201_20190121T064159_T40RGP	S2A_MSIL1C_20190121T064201_N0207_R120_T40RGP_20190121T075745	2019-01-21T06:52:13Z	154.820393	40.315733	32,640	POLYGON ((723210 2878280, 728300 2878280, 728300 2883370, 723210 2883370, 723210 2878280))	509	POINT (59.25599 26.02881)	10, 0, 723210, 0, -10, 2883370	high	0	validation
ROI_0116__20190215T063949_20190215T064934_T40RGP	ROI_0116	AS5120_E0169N0622	AS	20190215T063949_20190215T064934_T40RGP	S2B_MSIL1C_20190215T063949_N0207_R120_T40RGP_20190215T093242	2019-02-15T06:52:17Z	149.619391	46.485468	32,640	POLYGON ((723210 2878280, 728300 2878280, 728300 2883370, 723210 2883370, 723210 2878280))	509	POINT (59.25599 26.02881)	10, 0, 723210, 0, -10, 2883370	high	0	validation
ROI_0116__20190819T063631_20190819T064620_T40RGP	ROI_0116	AS5120_E0169N0622	AS	20190819T063631_20190819T064620_T40RGP	S2A_MSIL1C_20190819T063631_N0208_R120_T40RGP_20190819T102200	2019-08-19T06:52:20Z	123.310172	68.506552	32,640	POLYGON ((723210 2878280, 728300 2878280, 728300 2883370, 723210 2883370, 723210 2878280))	509	POINT (59.25599 26.02881)	10, 0, 723210, 0, -10, 2883370	high	0	validation
ROI_0116__20200126T064141_20200126T064135_T40RGP	ROI_0116	AS5120_E0169N0622	AS	20200126T064141_20200126T064135_T40RGP	S2A_MSIL1C_20200126T064141_N0208_R120_T40RGP_20200126T075934	2020-01-26T06:52:10Z	153.850805	41.212715	32,640	POLYGON ((723210 2878280, 728300 2878280, 728300 2883370, 723210 2883370, 723210 2878280))	509	POINT (59.25599 26.02881)	10, 0, 723210, 0, -10, 2883370	high	0	validation
ROI_0116__20200714T063631_20200714T064824_T40RGP	ROI_0116	AS5120_E0169N0622	AS	20200714T063631_20200714T064824_T40RGP	S2A_MSIL1C_20200714T063631_N0209_R120_T40RGP_20200714T103320	2020-07-14T06:52:21Z	99.464003	72.273912	32,640	POLYGON ((723210 2878280, 728300 2878280, 728300 2883370, 723210 2883370, 723210 2878280))	509	POINT (59.25599 26.02881)	10, 0, 723210, 0, -10, 2883370	high	0	validation
ROI_0118__20190115T071239_20190115T071732_T40SBD	ROI_0118	AS5120_E0153N0839	AS	20190115T071239_20190115T071732_T40SBD	S2B_MSIL1C_20190115T071239_N0207_R106_T40SBD_20190115T105028	2019-01-15T07:19:57Z	160.233636	31.565803	32,640	POLYGON ((237660 3816670, 242750 3816670, 242750 3821760, 237660 3821760, 237660 3816670))	509	POINT (54.17112 34.48183)	10, 0, 237660, 0, -10, 3821760	high	0	validation
ROI_0118__20190430T070631_20190430T071501_T39SYU	ROI_0118	AS5120_E0153N0839	AS	20190430T070631_20190430T071501_T39SYU	S2A_MSIL1C_20190430T070631_N0207_R106_T39SYU_20190430T091949	2019-04-30T07:20:03Z	141.207732	65.596021	32,640	POLYGON ((237660 3816670, 242750 3816670, 242750 3821760, 237660 3821760, 237660 3816670))	509	POINT (54.17112 34.48183)	10, 0, 237660, 0, -10, 3821760	high	0	validation
ROI_0118__20191002T070719_20191002T071445_T39SYU	ROI_0118	AS5120_E0153N0839	AS	20191002T070719_20191002T071445_T39SYU	S2B_MSIL1C_20191002T070719_N0208_R106_T39SYU_20191002T105402	2019-10-02T07:20:00Z	158.74934	49.710115	32,640	POLYGON ((237660 3816670, 242750 3816670, 242750 3821760, 237660 3821760, 237660 3816670))	509	POINT (54.17112 34.48183)	10, 0, 237660, 0, -10, 3821760	high	0	validation
ROI_0118__20200330T070619_20200330T071921_T40SBD	ROI_0118	AS5120_E0153N0839	AS	20200330T070619_20200330T071921_T40SBD	S2B_MSIL1C_20200330T070619_N0209_R106_T40SBD_20200330T105134	2020-03-30T07:19:55Z	149.378154	55.54577	32,640	POLYGON ((237660 3816670, 242750 3816670, 242750 3821760, 237660 3821760, 237660 3816670))	509	POINT (54.17112 34.48183)	10, 0, 237660, 0, -10, 3821760	high	0	validation
ROI_0118__20200414T070621_20200414T071116_T39SYU	ROI_0118	AS5120_E0153N0839	AS	20200414T070621_20200414T071116_T39SYU	S2A_MSIL1C_20200414T070621_N0209_R106_T39SYU_20200414T090918	2020-04-14T07:19:59Z	145.49019	60.812933	32,640	POLYGON ((237660 3816670, 242750 3816670, 242750 3821760, 237660 3821760, 237660 3816670))	509	POINT (54.17112 34.48183)	10, 0, 237660, 0, -10, 3821760	high	0	validation
ROI_0124__20190131T221601_20190131T221557_T60HUB	ROI_0124	OC5120_E2103N0932	OC	20190131T221601_20190131T221557_T60HUB	S2A_MSIL1C_20190131T221601_N0207_R129_T60HUB_20190131T231215	2019-01-31T22:16:58Z	62.763424	53.305876	32,760	POLYGON ((381740 5644570, 386830 5644570, 386830 5649660, 381740 5649660, 381740 5644570))	509	POINT (175.6577 -39.31764)	10, 0, 381740, 0, -10, 5649660	high	0	validation
ROI_0124__20190215T221309_20190215T221543_T60HUB	ROI_0124	OC5120_E2103N0932	OC	20190215T221309_20190215T221543_T60HUB	S2B_MSIL1C_20190215T221309_N0207_R129_T60HUB_20190215T232217	2019-02-15T22:17:01Z	57.643762	49.798903	32,760	POLYGON ((381740 5644570, 386830 5644570, 386830 5649660, 381740 5649660, 381740 5644570))	509	POINT (175.6577 -39.31764)	10, 0, 381740, 0, -10, 5649660	high	0	validation
ROI_0124__20190416T221609_20190416T221613_T60HUB	ROI_0124	OC5120_E2103N0932	OC	20190416T221609_20190416T221613_T60HUB	S2B_MSIL1C_20190416T221609_N0207_R129_T60HUB_20190416T231625	2019-04-16T22:17:07Z	36.325587	32.937801	32,760	POLYGON ((381740 5644570, 386830 5644570, 386830 5649660, 381740 5649660, 381740 5644570))	509	POINT (175.6577 -39.31764)	10, 0, 381740, 0, -10, 5649660	high	0	validation
ROI_0124__20190620T221601_20190620T221604_T60HUB	ROI_0124	OC5120_E2103N0932	OC	20190620T221601_20190620T221604_T60HUB	S2A_MSIL1C_20190620T221601_N0207_R129_T60HUB_20190621T011705	2019-06-20T22:17:05Z	30.215639	20.940738	32,760	POLYGON ((381740 5644570, 386830 5644570, 386830 5649660, 381740 5649660, 381740 5644570))	509	POINT (175.6577 -39.31764)	10, 0, 381740, 0, -10, 5649660	high	0	validation
ROI_0124__20200719T221609_20200719T221605_T60HUB	ROI_0124	OC5120_E2103N0932	OC	20200719T221609_20200719T221605_T60HUB	S2B_MSIL1C_20200719T221609_N0209_R129_T60HUB_20200719T231809	2020-07-19T22:17:03Z	32.613929	22.989262	32,760	POLYGON ((381740 5644570, 386830 5644570, 386830 5649660, 381740 5649660, 381740 5644570))	509	POINT (175.6577 -39.31764)	10, 0, 381740, 0, -10, 5649660	high	0	validation
ROI_0129__20190426T195909_20190426T200330_T09VXK	ROI_0129	NA5120_E1341N1247	NA	20190426T195909_20190426T200330_T09VXK	S2B_MSIL1C_20190426T195909_N0207_R128_T09VXK_20190426T215757	2019-04-26T20:07:25Z	175.405294	40.949694	32,610	POLYGON ((359260 6990840, 364350 6990840, 364350 6995930, 359260 6995930, 359260 6990840))	509	POINT (-125.733 63.04359)	10, 0, 359260, 0, -10, 6995930	high	0	validation
ROI_0129__20190612T194909_20190612T195244_T10VCQ	ROI_0129	NA5120_E1341N1247	NA	20190612T194909_20190612T195244_T10VCQ	S2B_MSIL1C_20190612T194909_N0207_R085_T10VCQ_20190612T214133	2019-06-12T19:57:27Z	170.716996	50.318787	32,610	POLYGON ((359260 6990840, 364350 6990840, 364350 6995930, 359260 6995930, 359260 6990840))	509	POINT (-125.733 63.04359)	10, 0, 359260, 0, -10, 6995930	high	0	validation
ROI_0129__20190712T194909_20190712T195307_T09VXK	ROI_0129	NA5120_E1341N1247	NA	20190712T194909_20190712T195307_T09VXK	S2B_MSIL1C_20190712T194909_N0208_R085_T09VXK_20190712T213926	2019-07-12T19:57:29Z	168.627756	48.945916	32,610	POLYGON ((359260 6990840, 364350 6990840, 364350 6995930, 359260 6995930, 359260 6990840))	509	POINT (-125.733 63.04359)	10, 0, 359260, 0, -10, 6995930	high	0	validation
ROI_0129__20190918T200101_20190918T200100_T10VCQ	ROI_0129	NA5120_E1341N1247	NA	20190918T200101_20190918T200100_T10VCQ	S2A_MSIL1C_20190918T200101_N0208_R128_T10VCQ_20190919T012333	2019-09-18T20:07:17Z	177.115489	29.101333	32,610	POLYGON ((359260 6990840, 364350 6990840, 364350 6995930, 359260 6995930, 359260 6990840))	509	POINT (-125.733 63.04359)	10, 0, 359260, 0, -10, 6995930	high	0	validation
ROI_0129__20200525T195901_20200525T200619_T10VCR	ROI_0129	NA5120_E1341N1247	NA	20200525T195901_20200525T200619_T10VCR	S2A_MSIL1C_20200525T195901_N0209_R128_T10VCR_20200525T231645	2020-05-25T20:07:10Z	175.326982	47.573004	32,610	POLYGON ((359260 6990840, 364350 6990840, 364350 6995930, 359260 6995930, 359260 6990840))	509	POINT (-125.733 63.04359)	10, 0, 359260, 0, -10, 6995930	high	1	validation
ROI_0132__20181215T065251_20181215T065254_T40QDL	ROI_0132	AF5120_E1800N1527	AF	20181215T065251_20181215T065254_T40QDL	S2A_MSIL1C_20181215T065251_N0207_R020_T40QDL_20181215T080730	2018-12-15T07:02:57Z	159.829746	41.03778	32,640	POLYGON ((429440 2504560, 434530 2504560, 434530 2509650, 429440 2509650, 429440 2504560))	509	POINT (56.33793 22.66967)	10, 0, 429440, 0, -10, 2509650	high	0	validation
ROI_0132__20181230T065259_20181230T065356_T40QDL	ROI_0132	AF5120_E1800N1527	AF	20181230T065259_20181230T065356_T40QDL	S2B_MSIL1C_20181230T065259_N0207_R020_T40QDL_20181230T104630	2018-12-30T07:03:03Z	157.723107	40.526914	32,640	POLYGON ((429440 2504560, 434530 2504560, 434530 2509650, 429440 2509650, 429440 2504560))	509	POINT (56.33793 22.66967)	10, 0, 429440, 0, -10, 2509650	high	0	validation
ROI_0132__20190414T064631_20190414T065820_T40QDL	ROI_0132	AF5120_E1800N1527	AF	20190414T064631_20190414T065820_T40QDL	S2A_MSIL1C_20190414T064631_N0207_R020_T40QDL_20190414T103102	2019-04-14T07:03:08Z	125.9434	68.181669	32,640	POLYGON ((429440 2504560, 434530 2504560, 434530 2509650, 429440 2509650, 429440 2504560))	509	POINT (56.33793 22.66967)	10, 0, 429440, 0, -10, 2509650	high	0	validation
ROI_0132__20190519T064629_20190519T065808_T40QDL	ROI_0132	AF5120_E1800N1527	AF	20190519T064629_20190519T065808_T40QDL	S2B_MSIL1C_20190519T064629_N0207_R020_T40QDL_20190519T103129	2019-05-19T07:03:14Z	98.768669	74.075876	32,640	POLYGON ((429440 2504560, 434530 2504560, 434530 2509650, 429440 2509650, 429440 2504560))	509	POINT (56.33793 22.66967)	10, 0, 429440, 0, -10, 2509650	high	0	validation
ROI_0132__20190718T064629_20190718T065501_T40QDL	ROI_0132	AF5120_E1800N1527	AF	20190718T064629_20190718T065501_T40QDL	S2B_MSIL1C_20190718T064629_N0208_R020_T40QDL_20190718T103332	2019-07-18T07:03:15Z	92.599444	72.127589	32,640	POLYGON ((429440 2504560, 434530 2504560, 434530 2509650, 429440 2509650, 429440 2504560))	509	POINT (56.33793 22.66967)	10, 0, 429440, 0, -10, 2509650	high	0	validation
ROI_0142__20190102T140049_20190102T141302_T19FEG	ROI_0142	SA5120_E1304N0348	SA	20190102T140049_20190102T141302_T19FEG	S2B_MSIL1C_20190102T140049_N0207_R067_T19FEG_20190102T171639	2019-01-02T14:16:15Z	60.205887	52.29432	32,719	POLYGON ((584430 4658550, 589520 4658550, 589520 4663640, 584430 4663640, 584430 4658550))	509	POINT (-67.82956 -48.19742)	10, 0, 584430, 0, -10, 4663640	high	0	validation
ROI_0142__20190507T140101_20190507T140621_T19FEG	ROI_0142	SA5120_E1304N0348	SA	20190507T140101_20190507T140621_T19FEG	S2A_MSIL1C_20190507T140101_N0207_R067_T19FEG_20190507T172215	2019-05-07T14:16:21Z	33.634211	18.368133	32,719	POLYGON ((584430 4658550, 589520 4658550, 589520 4663640, 584430 4663640, 584430 4658550))	509	POINT (-67.82956 -48.19742)	10, 0, 584430, 0, -10, 4663640	high	0	validation
ROI_0142__20190515T141059_20190515T142049_T19FEG	ROI_0142	SA5120_E1304N0348	SA	20190515T141059_20190515T142049_T19FEG	S2B_MSIL1C_20190515T141059_N0207_R110_T19FEG_20190515T172502	2019-05-15T14:26:23Z	30.455586	17.367695	32,719	POLYGON ((584430 4658550, 589520 4658550, 589520 4663640, 584430 4663640, 584430 4658550))	509	POINT (-67.82956 -48.19742)	10, 0, 584430, 0, -10, 4663640	high	0	validation
ROI_0142__20191128T140049_20191128T141311_T19FEG	ROI_0142	SA5120_E1304N0348	SA	20191128T140049_20191128T141311_T19FEG	S2B_MSIL1C_20191128T140049_N0208_R067_T19FEG_20191128T171718	2019-11-28T14:16:13Z	53.712639	53.259193	32,719	POLYGON ((584430 4658550, 589520 4658550, 589520 4663640, 584430 4663640, 584430 4658550))	509	POINT (-67.82956 -48.19742)	10, 0, 584430, 0, -10, 4663640	high	0	validation
ROI_0142__20200414T141051_20200414T142257_T19FEG	ROI_0142	SA5120_E1304N0348	SA	20200414T141051_20200414T142257_T19FEG	S2A_MSIL1C_20200414T141051_N0209_R110_T19FEG_20200414T172638	2020-04-14T14:26:14Z	35.068136	25.53496	32,719	POLYGON ((584430 4658550, 589520 4658550, 589520 4663640, 584430 4663640, 584430 4658550))	509	POINT (-67.82956 -48.19742)	10, 0, 584430, 0, -10, 4663640	high	0	validation
ROI_0158__20190304T133219_20190304T133359_T22JBP	ROI_0158	SA5120_E1548N0772	SA	20190304T133219_20190304T133359_T22JBP	S2B_MSIL1C_20190304T133219_N0207_R081_T22JBP_20190304T182945	2019-03-04T13:40:22Z	59.31745	53.043579	32,722	POLYGON ((233510 6821540, 238600 6821540, 238600 6826630, 233510 6826630, 233510 6821540))	509	POINT (-53.70118 -28.68356)	10, 0, 233510, 0, -10, 6826630	high	0	validation
ROI_0158__20190327T134209_20190327T134357_T22JBP	ROI_0158	SA5120_E1548N0772	SA	20190327T134209_20190327T134357_T22JBP	S2B_MSIL1C_20190327T134209_N0207_R124_T22JBP_20190327T202148	2019-03-27T13:50:20Z	44.61147	49.330814	32,722	POLYGON ((233510 6821540, 238600 6821540, 238600 6826630, 233510 6826630, 233510 6821540))	509	POINT (-53.70118 -28.68356)	10, 0, 233510, 0, -10, 6826630	high	0	validation
ROI_0158__20190722T133239_20190722T133233_T22JBP	ROI_0158	SA5120_E1548N0772	SA	20190722T133239_20190722T133233_T22JBP	S2B_MSIL1C_20190722T133239_N0208_R081_T22JBP_20190722T151028	2019-07-22T13:40:32Z	34.118999	33.292303	32,722	POLYGON ((233510 6821540, 238600 6821540, 238600 6826630, 233510 6826630, 233510 6821540))	509	POINT (-53.70118 -28.68356)	10, 0, 233510, 0, -10, 6826630	high	0	validation
ROI_0158__20191204T133221_20191204T133222_T22JBP	ROI_0158	SA5120_E1548N0772	SA	20191204T133221_20191204T133222_T22JBP	S2A_MSIL1C_20191204T133221_N0208_R081_T22JBP_20191204T150916	2019-12-04T13:40:22Z	80.94159	65.797162	32,722	POLYGON ((233510 6821540, 238600 6821540, 238600 6826630, 233510 6826630, 233510 6821540))	509	POINT (-53.70118 -28.68356)	10, 0, 233510, 0, -10, 6826630	high	0	validation
ROI_0158__20200106T134211_20200106T134205_T22JBP	ROI_0158	SA5120_E1548N0772	SA	20200106T134211_20200106T134205_T22JBP	S2A_MSIL1C_20200106T134211_N0208_R124_T22JBP_20200106T152119	2020-01-06T13:50:14Z	82.615086	64.659149	32,722	POLYGON ((233510 6821540, 238600 6821540, 238600 6826630, 233510 6826630, 233510 6821540))	509	POINT (-53.70118 -28.68356)	10, 0, 233510, 0, -10, 6826630	high	0	validation
ROI_0160__20190225T134209_20190225T134831_T21KYR	ROI_0160	SA5120_E1538N0910	SA	20190225T134209_20190225T134831_T21KYR	S2B_MSIL1C_20190225T134209_N0207_R124_T21KYR_20190225T201444	2019-02-25T13:48:42Z	70.823703	57.814355	32,721	POLYGON ((755750 7524780, 760840 7524780, 760840 7529870, 755750 7529870, 755750 7524780))	509	POINT (-54.49219 -22.34058)	10, 0, 755750, 0, -10, 7529870	high	0	validation
ROI_0160__20190504T135121_20190504T135717_T21KYR	ROI_0160	SA5120_E1538N0910	SA	20190504T135121_20190504T135717_T21KYR	S2A_MSIL1C_20190504T135121_N0207_R024_T21KYR_20190504T170934	2019-05-04T13:58:40Z	33.747557	45.141741	32,721	POLYGON ((755750 7524780, 760840 7524780, 760840 7529870, 755750 7529870, 755750 7524780))	509	POINT (-54.49219 -22.34058)	10, 0, 755750, 0, -10, 7529870	high	1	validation
ROI_0160__20191210T135111_20191210T135108_T21KYR	ROI_0160	SA5120_E1538N0910	SA	20191210T135111_20191210T135108_T21KYR	S2A_MSIL1C_20191210T135111_N0208_R024_T21KYR_20191210T153004	2019-12-10T13:58:33Z	96.411564	68.718891	32,721	POLYGON ((755750 7524780, 760840 7524780, 760840 7529870, 755750 7529870, 755750 7524780))	509	POINT (-54.49219 -22.34058)	10, 0, 755750, 0, -10, 7529870	high	0	validation
ROI_0160__20200311T134209_20200311T134208_T21KYR	ROI_0160	SA5120_E1538N0910	SA	20200311T134209_20200311T134208_T21KYR	S2B_MSIL1C_20200311T134209_N0209_R124_T21KYR_20200311T201237	2020-03-11T13:48:39Z	61.265772	55.506064	32,721	POLYGON ((755750 7524780, 760840 7524780, 760840 7529870, 755750 7529870, 755750 7524780))	509	POINT (-54.49219 -22.34058)	10, 0, 755750, 0, -10, 7529870	high	0	validation
ROI_0160__20200428T135121_20200428T135115_T21KYR	ROI_0160	SA5120_E1538N0910	SA	20200428T135121_20200428T135115_T21KYR	S2A_MSIL1C_20200428T135121_N0209_R024_T21KYR_20200428T153341	2020-04-28T13:58:39Z	35.158358	46.380074	32,721	POLYGON ((755750 7524780, 760840 7524780, 760840 7529870, 755750 7529870, 755750 7524780))	509	POINT (-54.49219 -22.34058)	10, 0, 755750, 0, -10, 7529870	high	0	validation
ROI_0171__20190222T150719_20190222T150824_T19NCJ	ROI_0171	SA5120_E1206N1559	SA	20190222T150719_20190222T150824_T19NCJ	S2B_MSIL1C_20190222T150719_N0207_R082_T19NCJ_20190222T200123	2019-02-22T15:10:54Z	124.154438	58.61977	32,619	POLYGON ((381800 852620, 386890 852620, 386890 857710, 381800 857710, 381800 852620))	509	POINT (-70.04879 7.735187)	10, 0, 381800, 0, -10, 857710	high	0	validation
ROI_0171__20191030T150719_20191030T150721_T19NCJ	ROI_0171	SA5120_E1206N1559	SA	20191030T150719_20191030T150721_T19NCJ	S2B_MSIL1C_20191030T150719_N0208_R082_T19NCJ_20191030T183353	2019-10-30T15:10:56Z	139.385191	61.758972	32,619	POLYGON ((381800 852620, 386890 852620, 386890 857710, 381800 857710, 381800 852620))	509	POINT (-70.04879 7.735187)	10, 0, 381800, 0, -10, 857710	high	0	validation
ROI_0171__20191104T150721_20191104T150723_T19NCJ	ROI_0171	SA5120_E1206N1559	SA	20191104T150721_20191104T150723_T19NCJ	S2A_MSIL1C_20191104T150721_N0208_R082_T19NCJ_20191104T164815	2019-11-04T15:10:58Z	141.583899	60.574775	32,619	POLYGON ((381800 852620, 386890 852620, 386890 857710, 381800 857710, 381800 852620))	509	POINT (-70.04879 7.735187)	10, 0, 381800, 0, -10, 857710	high	0	validation
ROI_0171__20191124T150721_20191124T150720_T19NCJ	ROI_0171	SA5120_E1206N1559	SA	20191124T150721_20191124T150720_T19NCJ	S2A_MSIL1C_20191124T150721_N0208_R082_T19NCJ_20191124T165005	2019-11-24T15:10:56Z	146.485127	56.038055	32,619	POLYGON ((381800 852620, 386890 852620, 386890 857710, 381800 857710, 381800 852620))	509	POINT (-70.04879 7.735187)	10, 0, 381800, 0, -10, 857710	high	0	validation
ROI_0171__20191229T150719_20191229T150928_T19NCJ	ROI_0171	SA5120_E1206N1559	SA	20191229T150719_20191229T150928_T19NCJ	S2B_MSIL1C_20191229T150719_N0208_R082_T19NCJ_20191229T182937	2019-12-29T15:10:50Z	144.386546	51.760005	32,619	POLYGON ((381800 852620, 386890 852620, 386890 857710, 381800 857710, 381800 852620))	509	POINT (-70.04879 7.735187)	10, 0, 381800, 0, -10, 857710	high	0	validation
ROI_0174__20181222T142749_20181222T142748_T20NQK	ROI_0174	SA5120_E1414N1471	SA	20181222T142749_20181222T142748_T20NQK	S2B_MSIL1C_20181222T142749_N0207_R053_T20NQK_20181222T161027	2018-12-22T14:31:34Z	142.462231	54.875979	32,620	POLYGON ((758950 393380, 764040 393380, 764040 398470, 758950 398470, 758950 393380))	509	POINT (-60.64611 3.578976)	10, 0, 758950, 0, -10, 398470	high	0	validation
ROI_0174__20190116T142751_20190116T142749_T20NQK	ROI_0174	SA5120_E1414N1471	SA	20190116T142751_20190116T142749_T20NQK	S2A_MSIL1C_20190116T142751_N0207_R053_T20NQK_20190116T160951	2019-01-16T14:31:35Z	136.20377	54.867307	32,620	POLYGON ((758950 393380, 764040 393380, 764040 398470, 758950 398470, 758950 393380))	509	POINT (-60.64611 3.578976)	10, 0, 758950, 0, -10, 398470	high	0	validation
ROI_0174__20191018T142759_20191018T142754_T20NQK	ROI_0174	SA5120_E1414N1471	SA	20191018T142759_20191018T142754_T20NQK	S2B_MSIL1C_20191018T142759_N0208_R053_T20NQK_20191018T160951	2019-10-18T14:31:40Z	125.816603	66.583917	32,620	POLYGON ((758950 393380, 764040 393380, 764040 398470, 758950 398470, 758950 393380))	509	POINT (-60.64611 3.578976)	10, 0, 758950, 0, -10, 398470	high	0	validation
ROI_0174__20200225T142729_20200225T142727_T20NQK	ROI_0174	SA5120_E1414N1471	SA	20200225T142729_20200225T142727_T20NQK	S2B_MSIL1C_20200225T142729_N0209_R053_T20NQK_20200225T161118	2020-02-25T14:31:36Z	116.951878	60.856743	32,620	POLYGON ((758950 393380, 764040 393380, 764040 398470, 758950 398470, 758950 393380))	509	POINT (-60.64611 3.578976)	10, 0, 758950, 0, -10, 398470	high	0	validation
ROI_0174__20200326T142729_20200326T142728_T20NQJ	ROI_0174	SA5120_E1414N1471	SA	20200326T142729_20200326T142728_T20NQJ	S2B_MSIL1C_20200326T142729_N0209_R053_T20NQJ_20200326T160746	2020-03-26T14:31:51Z	90.748262	65.901021	32,620	POLYGON ((758950 393380, 764040 393380, 764040 398470, 758950 398470, 758950 393380))	509	POINT (-60.64611 3.578976)	10, 0, 758950, 0, -10, 398470	high	0	validation
ROI_0178__20181218T170711_20181218T171140_T14QNK	ROI_0178	NA5120_E1597N0301	NA	20181218T170711_20181218T171140_T14QNK	S2A_MSIL1C_20181218T170711_N0207_R069_T14QNK_20181218T203015	2018-12-18T17:17:33Z	157.56514	41.152977	32,614	POLYGON ((569090 2438180, 574180 2438180, 574180 2443270, 569090 2443270, 569090 2438180))	509	POINT (-98.30567 22.06988)	10, 0, 569090, 0, -10, 2443270	high	1	validation
ROI_0178__20190601T165859_20190601T171124_T14QNK	ROI_0178	NA5120_E1597N0301	NA	20190601T165859_20190601T171124_T14QNK	S2B_MSIL1C_20190601T165859_N0207_R069_T14QNK_20190601T203146	2019-06-01T17:17:50Z	86.594428	72.897481	32,614	POLYGON ((569090 2438180, 574180 2438180, 574180 2443270, 569090 2443270, 569090 2438180))	509	POINT (-98.30567 22.06988)	10, 0, 569090, 0, -10, 2443270	high	0	validation
ROI_0178__20190616T165901_20190616T171622_T14QNK	ROI_0178	NA5120_E1597N0301	NA	20190616T165901_20190616T171622_T14QNK	S2A_MSIL1C_20190616T165901_N0207_R069_T14QNK_20190616T221235	2019-06-16T17:17:45Z	82.283661	72.254761	32,614	POLYGON ((569090 2438180, 574180 2438180, 574180 2443270, 569090 2443270, 569090 2438180))	509	POINT (-98.30567 22.06988)	10, 0, 569090, 0, -10, 2443270	high	0	validation
ROI_0178__20191014T170251_20191014T171535_T14QNK	ROI_0178	NA5120_E1597N0301	NA	20191014T170251_20191014T171535_T14QNK	S2A_MSIL1C_20191014T170251_N0208_R069_T14QNK_20191014T203312	2019-10-14T17:17:45Z	151.670529	56.063324	32,614	POLYGON ((569090 2438180, 574180 2438180, 574180 2443270, 569090 2443270, 569090 2438180))	509	POINT (-98.30567 22.06988)	10, 0, 569090, 0, -10, 2443270	high	0	validation
ROI_0178__20191213T170711_20191213T171111_T14QNK	ROI_0178	NA5120_E1597N0301	NA	20191213T170711_20191213T171111_T14QNK	S2A_MSIL1C_20191213T170711_N0208_R069_T14QNK_20191213T202702	2019-12-13T17:17:37Z	158.188644	41.602692	32,614	POLYGON ((569090 2438180, 574180 2438180, 574180 2443270, 569090 2443270, 569090 2438180))	509	POINT (-98.30567 22.06988)	10, 0, 569090, 0, -10, 2443270	high	0	validation
ROI_0225__20190326T025541_20190326T030415_T50SLC	ROI_0225	AS5120_E1234N0693	AS	20190326T025541_20190326T030415_T50SLC	S2A_MSIL1C_20190326T025541_N0207_R032_T50SLC_20190326T081758	2019-03-26T03:08:32Z	146.903291	53.640509	32,650	POLYGON ((336380 3690780, 341470 3690780, 341470 3695870, 336380 3695870, 336380 3690780))	509	POINT (115.2686 33.36711)	10, 0, 336380, 0, -10, 3695870	high	1	validation
ROI_0225__20190724T025551_20190724T030139_T50SLB	ROI_0225	AS5120_E1234N0693	AS	20190724T025551_20190724T030139_T50SLB	S2A_MSIL1C_20190724T025551_N0208_R032_T50SLB_20190724T060504	2019-07-24T03:08:52Z	122.842049	68.680962	32,650	POLYGON ((336380 3690780, 341470 3690780, 341470 3695870, 336380 3695870, 336380 3690780))	509	POINT (115.2686 33.36711)	10, 0, 336380, 0, -10, 3695870	high	0	validation
ROI_0225__20200120T030021_20200120T030612_T50SLC	ROI_0225	AS5120_E1234N0693	AS	20200120T030021_20200120T030612_T50SLC	S2A_MSIL1C_20200120T030021_N0208_R032_T50SLC_20200120T060656	2020-01-20T03:08:26Z	157.448793	32.606029	32,650	POLYGON ((336380 3690780, 341470 3690780, 341470 3695870, 336380 3695870, 336380 3690780))	509	POINT (115.2686 33.36711)	10, 0, 336380, 0, -10, 3695870	high	0	validation
ROI_0225__20200320T025541_20200320T030130_T50SLC	ROI_0225	AS5120_E1234N0693	AS	20200320T025541_20200320T030130_T50SLC	S2A_MSIL1C_20200320T025541_N0209_R032_T50SLC_20200320T060846	2020-03-20T03:08:29Z	147.832088	51.611644	32,650	POLYGON ((336380 3690780, 341470 3690780, 341470 3695870, 336380 3695870, 336380 3690780))	509	POINT (115.2686 33.36711)	10, 0, 336380, 0, -10, 3695870	high	0	validation
ROI_0225__20200414T025539_20200414T025649_T50SLB	ROI_0225	AS5120_E1234N0693	AS	20200414T025539_20200414T025649_T50SLB	S2B_MSIL1C_20200414T025539_N0209_R032_T50SLB_20200414T054511	2020-04-14T03:08:43Z	141.565482	61.617365	32,650	POLYGON ((336380 3690780, 341470 3690780, 341470 3695870, 336380 3695870, 336380 3690780))	509	POINT (115.2686 33.36711)	10, 0, 336380, 0, -10, 3695870	high	0	validation
ROI_0257__20181230T110441_20181230T111225_T29PMT	ROI_0257	AF5120_E0447N1366	AF	20181230T110441_20181230T111225_T29PMT	S2A_MSIL1C_20181230T110441_N0207_R094_T29PMT_20181230T112754	2018-12-30T11:16:51Z	151.901195	46.061175	32,629	POLYGON ((435380 1763200, 440470 1763200, 440470 1768290, 435380 1768290, 435380 1763200))	509	POINT (-9.580092 15.97038)	10, 0, 435380, 0, -10, 1768290	high	0	validation
ROI_0257__20190124T110339_20190124T111337_T29PMT	ROI_0257	AF5120_E0447N1366	AF	20190124T110339_20190124T111337_T29PMT	S2B_MSIL1C_20190124T110339_N0207_R094_T29PMT_20190124T130929	2019-01-24T11:16:58Z	146.084698	48.231191	32,629	POLYGON ((435380 1763200, 440470 1763200, 440470 1768290, 435380 1768290, 435380 1763200))	509	POINT (-9.580092 15.97038)	10, 0, 435380, 0, -10, 1768290	high	1	validation
ROI_0257__20190723T105629_20190723T110938_T29PMT	ROI_0257	AF5120_E0447N1366	AF	20190723T105629_20190723T110938_T29PMT	S2B_MSIL1C_20190723T105629_N0208_R094_T29PMT_20190723T140733	2019-07-23T11:17:06Z	75.041947	68.867642	32,629	POLYGON ((435380 1763200, 440470 1763200, 440470 1768290, 435380 1768290, 435380 1763200))	509	POINT (-9.580092 15.97038)	10, 0, 435380, 0, -10, 1768290	high	0	validation
ROI_0257__20190807T105621_20190807T110748_T29PMT	ROI_0257	AF5120_E0447N1366	AF	20190807T105621_20190807T110748_T29PMT	S2A_MSIL1C_20190807T105621_N0208_R094_T29PMT_20190807T130707	2019-08-07T11:17:02Z	85.219409	69.229629	32,629	POLYGON ((435380 1763200, 440470 1763200, 440470 1768290, 435380 1768290, 435380 1763200))	509	POINT (-9.580092 15.97038)	10, 0, 435380, 0, -10, 1768290	high	0	validation
ROI_0257__20190827T105621_20190827T111514_T29PMT	ROI_0257	AF5120_E0447N1366	AF	20190827T105621_20190827T111514_T29PMT	S2A_MSIL1C_20190827T105621_N0208_R094_T29PMT_20190827T143756	2019-08-27T11:16:59Z	103.402552	69.164733	32,629	POLYGON ((435380 1763200, 440470 1763200, 440470 1768290, 435380 1768290, 435380 1763200))	509	POINT (-9.580092 15.97038)	10, 0, 435380, 0, -10, 1768290	high	0	validation
ROI_0266__20181226T080331_20181226T082041_T35JML	ROI_0266	AF5120_E1205N0406	AF	20181226T080331_20181226T082041_T35JML	S2A_MSIL1C_20181226T080331_N0207_R035_T35JML_20181226T101636	2018-12-26T08:27:31Z	87.970131	65.635978	32,735	POLYGON ((469510 7030740, 474600 7030740, 474600 7035830, 469510 7035830, 469510 7030740))	509	POINT (26.71878 -26.82167)	10, 0, 469510, 0, -10, 7035830	high	0	validation
ROI_0266__20190110T080309_20190110T082515_T35JML	ROI_0266	AF5120_E1205N0406	AF	20190110T080309_20190110T082515_T35JML	S2B_MSIL1C_20190110T080309_N0207_R035_T35JML_20190110T101221	2019-01-10T08:27:37Z	85.781064	63.763659	32,735	POLYGON ((469510 7030740, 474600 7030740, 474600 7035830, 469510 7035830, 469510 7030740))	509	POINT (26.71878 -26.82167)	10, 0, 469510, 0, -10, 7035830	high	0	validation
ROI_0266__20190115T080251_20190115T082230_T35JML	ROI_0266	AF5120_E1205N0406	AF	20190115T080251_20190115T082230_T35JML	S2A_MSIL1C_20190115T080251_N0207_R035_T35JML_20190115T095648	2019-01-15T08:27:34Z	84.305594	63.087212	32,735	POLYGON ((469510 7030740, 474600 7030740, 474600 7035830, 469510 7035830, 469510 7030740))	509	POINT (26.71878 -26.82167)	10, 0, 469510, 0, -10, 7035830	high	0	validation
ROI_0266__20190425T075611_20190425T082449_T35JML	ROI_0266	AF5120_E1205N0406	AF	20190425T075611_20190425T082449_T35JML	S2A_MSIL1C_20190425T075611_N0207_R035_T35JML_20190425T113623	2019-04-25T08:27:42Z	35.627214	42.79339	32,735	POLYGON ((469510 7030740, 474600 7030740, 474600 7035830, 469510 7035830, 469510 7030740))	509	POINT (26.71878 -26.82167)	10, 0, 469510, 0, -10, 7035830	high	0	validation
ROI_0266__20200110T080311_20200110T082729_T35JML	ROI_0266	AF5120_E1205N0406	AF	20200110T080311_20200110T082729_T35JML	S2A_MSIL1C_20200110T080311_N0208_R035_T35JML_20200110T094237	2020-01-10T08:27:37Z	85.855732	63.782225	32,735	POLYGON ((469510 7030740, 474600 7030740, 474600 7035830, 469510 7035830, 469510 7030740))	509	POINT (26.71878 -26.82167)	10, 0, 469510, 0, -10, 7035830	high	0	validation
ROI_0284__20190123T001109_20190123T001109_T55JEF	ROI_0284	OC5120_E1673N1226	OC	20190123T001109_20190123T001109_T55JEF	S2B_MSIL1C_20190123T001109_N0207_R073_T55JEF_20190123T011958	2019-01-23T00:15:33Z	75.124072	59.427131	32,755	POLYGON ((591460 6555820, 596550 6555820, 596550 6560910, 591460 6560910, 591460 6555820))	509	POINT (147.9858 -31.10481)	10, 0, 591460, 0, -10, 6560910	high	0	validation
ROI_0284__20190222T001109_20190222T001448_T55JEF	ROI_0284	OC5120_E1673N1226	OC	20190222T001109_20190222T001448_T55JEF	S2B_MSIL1C_20190222T001109_N0207_R073_T55JEF_20190222T013155	2019-02-22T00:15:32Z	61.808397	53.824611	32,755	POLYGON ((591460 6555820, 596550 6555820, 596550 6560910, 591460 6560910, 591460 6555820))	509	POINT (147.9858 -31.10481)	10, 0, 591460, 0, -10, 6560910	high	0	validation
ROI_0284__20190324T001109_20190324T001427_T55JEF	ROI_0284	OC5120_E1673N1226	OC	20190324T001109_20190324T001427_T55JEF	S2B_MSIL1C_20190324T001109_N0207_R073_T55JEF_20190324T013338	2019-03-24T00:15:33Z	47.120812	46.726584	32,755	POLYGON ((591460 6555820, 596550 6555820, 596550 6560910, 591460 6560910, 591460 6555820))	509	POINT (147.9858 -31.10481)	10, 0, 591460, 0, -10, 6560910	high	0	validation
ROI_0284__20200113T001101_20200113T001103_T55JEF	ROI_0284	OC5120_E1673N1226	OC	20200113T001101_20200113T001103_T55JEF	S2A_MSIL1C_20200113T001101_N0208_R073_T55JEF_20200113T013614	2020-01-13T00:15:27Z	78.079864	61.038046	32,755	POLYGON ((591460 6555820, 596550 6555820, 596550 6560910, 591460 6560910, 591460 6555820))	509	POINT (147.9858 -31.10481)	10, 0, 591460, 0, -10, 6560910	high	0	validation
ROI_0284__20200207T001109_20200207T001103_T55JEF	ROI_0284	OC5120_E1673N1226	OC	20200207T001109_20200207T001103_T55JEF	S2B_MSIL1C_20200207T001109_N0209_R073_T55JEF_20200207T012723	2020-02-07T00:15:27Z	69.207139	56.819656	32,755	POLYGON ((591460 6555820, 596550 6555820, 596550 6560910, 591460 6560910, 591460 6555820))	509	POINT (147.9858 -31.10481)	10, 0, 591460, 0, -10, 6560910	high	0	validation

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CloudSEN12+ is a significant extension of the CloudSEN12 dataset, which doubles the number of expert-reviewed labels, making it, by a large margin, the largest cloud detection dataset to date for Sentinel-2. All labels from the previous version have been curated and refined, enhancing the dataset's trustworthiness. This new release is licensed under CC0, which puts it in the public domain and allows anyone to use, modify, and distribute it without permission or attribution.

Data Folder order

The CloudSEN12+ dataset is organized into seven regions using the Equi7Grid system. Each region containing two files: images_2000.parquet, which includes large image patches, and images_509.parquet, which holds the CloudSEN12 V1.1 legacy data with applied human label corrections. For those who prefer traditional storage formats, GeoTIFF files are available in our ScienceDataBank repository.

CloudSEN12+ spatial coverage. The terms p509 and p2000 denote the patch size 509 × 509 and 2000 × 2000, respectively. ‘high’, ‘scribble’, and ‘nolabel’ refer to the types of expert-labeled annotations

Data Structure

We use parquet format to store the data in HugginFace and GeoTIFF for ScienceDataBank.

Name	Scale	Wavelength	Description
B1	0.0001	443.9 nm (S2A)/442.3 nm (S2B)	Aerosols.
B2	0.0001	496.6 nm (S2A)/492.1 nm (S2B)	Blue.
B3	0.0001	560 nm (S2A)/559 nm (S2B)	Green.
B4	0.0001	664.5 nm (S2A)/665 nm (S2B)	Red.
B5	0.0001	703.9 nm (S2A)/703.8 nm (S2B)	Red Edge 1.
B6	0.0001	740.2 nm (S2A)/739.1 nm (S2B)	Red Edge 2.
B7	0.0001	782.5 nm (S2A)/779.7 nm (S2B)	Red Edge 3.
B8	0.0001	835.1 nm (S2A)/833 nm (S2B)	NIR.
B8A	0.0001	864.8 nm (S2A)/864 nm (S2B)	Red Edge 4.
B9	0.0001	945 nm (S2A)/943.2 nm (S2B)	Water vapor.
B10	0.0001	1373.5 nm (S2A)/1376.9 nm (S2B)	Cirrus.
B11	0.0001	1613.7 nm (S2A)/1610.4 nm (S2B)	SWIR 1.
B12	0.0001	2202.4 nm (S2A)/2185.7 nm (S2B)	SWIR 2.
CM1	1	-	Expert-labeled image.
CM2	1	-	UnetMobV2-labeled image.

Folder Structure

The fixed/ folder contains high and scribble labels, which have been improved in this new version. These changes have already been integrated.

The demo/ folder contains examples illustrating how to utilize the models trained with CLoudSEN12 to estimate the hardness and trustworthiness indices.

The images/ folder contains the CloudSEN12+ imagery

Download

import mlstac

metadata = mlstac.read(dataset="isp-uv-es/CloudSEN12Plus")
subset = metadata[(metadata["split"] == "test") & (metadata["label_type"] == "high") & (metadata["proj_shape"] == 2000)]
mlstac.download(dataset=subset, nworkers=10, outpath="data/")

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