s2b_ard_granule: Sentinel-2B MSI Definitive ARD - NBART and Pixel Quality

2022

November

All days

Sentinel-2B MSI Definitive ARD - NBART and Pixel Quality

s2b_ard_granule across November 2022

Last processed
7,178 datasets
  • 12,353,507km2 (approx.)
  • 1423 unique regions
  • 8 CRS

Metadata (eo3_landsat_ard)

Common fields

dataset_maturity final eo_gsd 10.0 fmask_clear • fmask_cloud_shadow • fmask_snow • fmask_water • format GeoTIFF instrument MSI landsat_product_id • landsat_scene_id • product_family ard

JSON / GeoJSON

Location 🔗 (samples)

s3://dea-public-data/baseline/s2b_ard_granule/

Measurements 🔗

nodata
float32 azimuthal_exiting -999
float32 azimuthal_incident -999
float32 exiting -999
float32 incident -999
float32 relative_azimuth -999
float32 relative_slope -999
float32 satellite_azimuth -999
float32 satellite_view -999
float32 solar_azimuth -999
float32 solar_zenith -999
uint8 terrain_shadow 0
uint8 fmask / mask / Fmask 0
uint8 nbart_contiguity 255
int16 nbart_coastal_aerosol / nbart_band_01 / nbart_B01 / nbart_Band1 -999
int16 nbart_blue / nbart_band_02 / nbart_B02 / nbart_Band2 -999
int16 nbart_green / nbart_band_03 / nbart_B03 / nbart_Band3 -999
int16 nbart_red / nbart_band_04 / nbart_B04 / nbart_Band4 -999
int16 nbart_red_edge_1 / nbart_band_05 / nbart_B05 / nbart_Band5 -999
int16 nbart_red_edge_2 / nbart_band_06 / nbart_B06 / nbart_Band6 -999
int16 nbart_red_edge_3 / nbart_band_07 / nbart_B07 / nbart_Band7 -999
int16 nbart_nir_1 / nbart_band_08 / nbart_B08 / nbart_Band8 -999
int16 nbart_nir_2 / nbart_band_8A / nbart_B8A / nbart_Band8A -999
int16 nbart_swir_2 / nbart_band_11 / nbart_B11 / nbart_Band11 -999
int16 nbart_swir_3 / nbart_band_12 / nbart_B12 / nbart_Band12 -999

Definition 🔗

RAW As Stac
name: s2b_ard_granule
license: CC-BY-4.0
metadata_type: eo3_landsat_ard
description: Sentinel-2B MSI Definitive ARD - NBART and Pixel Quality
metadata:
product:
name: s2b_ard_granule
measurements:
[ [24 items...]
name: azimuthal_exiting
dtype: float32
units: 1
nodata: -999
,
name: azimuthal_incident
dtype: float32
units: 1
nodata: -999
,
name: exiting
dtype: float32
units: 1
nodata: -999
,
name: incident
dtype: float32
units: 1
nodata: -999
,
name: relative_azimuth
dtype: float32
units: 1
nodata: -999
,
name: relative_slope
dtype: float32
units: 1
nodata: -999
,
name: satellite_azimuth
dtype: float32
units: 1
nodata: -999
,
name: satellite_view
dtype: float32
units: 1
nodata: -999
,
name: solar_azimuth
dtype: float32
units: 1
nodata: -999
,
name: solar_zenith
dtype: float32
units: 1
nodata: -999
,
name: terrain_shadow
dtype: uint8
units: 1
nodata: 0
,
name: fmask
dtype: uint8
units: 1
nodata: 0
aliases: [
mask
Fmask
]
flags_definition:
fmask:
bits: [
0
1
2
3
4
5
6
7
]
values:
0: nodata
1: valid
2: cloud
3: shadow
4: snow
5: water
description: Fmask
,
name: nbart_contiguity
dtype: uint8
units: 1
nodata: 255
flags_definition:
contiguity:
bits: [
0
1
2
3
4
5
6
7
]
values:
0: not_contiguous
1: contiguous
description: Pixel contiguity in band stack
,
name: nbart_coastal_aerosol
dtype: int16
units: 1
nodata: -999
aliases: [
nbart_band_01
nbart_B01
nbart_Band1
]
spectral_definition:
response:
[ [46 items...]
0.006797798,
0.01099643,
0.004208363,
0.006568034,
0.005883123,
0.00713011,
0.004333651,
0.006263537,
0.004393687,
0.00253157,
0.000621707,
0.002117729,
0.003175796,
0.005213085,
0.003387375,
0.00258671,
0.002384167,
0.004595227,
0.012990945,
0.050622293,
0.18872241,
0.459106539,
0.730160597,
0.847259495,
0.871235903,
0.881448354,
0.899392736,
0.918669431,
0.933420754,
0.94596319,
0.95041031,
0.953972339,
0.96903168,
0.999546173,
1,
0.976368067,
0.96404957,
0.95417544,
0.923744832,
0.88548879,
0.809016274,
0.601561144,
0.306766029,
0.108527711,
0.030542088,
0.008935131,
]
wavelength:
[ [46 items...]
411,
412,
413,
414,
415,
416,
417,
418,
419,
420,
421,
422,
423,
424,
425,
426,
427,
428,
429,
430,
431,
432,
433,
434,
435,
436,
437,
438,
439,
440,
441,
442,
443,
444,
445,
446,
447,
448,
449,
450,
451,
452,
453,
454,
455,
456,
]
,
name: nbart_blue
dtype: int16
units: 1
nodata: -999
aliases: [
nbart_band_02
nbart_B02
nbart_Band2
]
spectral_definition:
response:
[ [95 items...]
0.001893306,
0.019440751,
0.020059028,
0.014109631,
0.015612858,
0.015448868,
0.017034152,
0.013311359,
0.014462036,
0.009592091,
0.014500694,
0.011159264,
0.013332524,
0.01355731,
0.01426,
0.014717634,
0.015989541,
0.030654247,
0.055432753,
0.120228972,
0.252260953,
0.462862499,
0.65241169,
0.77750832,
0.824333103,
0.832077099,
0.835037767,
0.838761115,
0.864126031,
0.883293587,
0.90569382,
0.921186621,
0.936616967,
0.931024626,
0.927547539,
0.916622744,
0.9060165,
0.897870416,
0.903146598,
0.908994286,
0.920859439,
0.924523699,
0.918843658,
0.907981319,
0.898032665,
0.88735796,
0.873065866,
0.857761622,
0.846132814,
0.843382711,
0.857924772,
0.879320632,
0.903975503,
0.919580552,
0.946712663,
0.969406608,
0.993636046,
0.999320649,
1,
0.995107621,
0.984163047,
0.979509527,
0.978185449,
0.972278886,
0.96293492,
0.95355824,
0.938134944,
0.924777929,
0.909590075,
0.902313691,
0.892251397,
0.890060534,
0.891851681,
0.899164865,
0.910901434,
0.924636296,
0.938626228,
0.953526854,
0.971831245,
0.987690608,
0.996791216,
0.993851876,
0.9816383,
0.958970396,
0.893259218,
0.736063596,
0.52101528,
0.332578748,
0.195080476,
0.117429222,
0.075138809,
0.050991983,
0.032154822,
0.015134166,
0.004477169,
]
wavelength:
[ [95 items...]
438,
439,
440,
441,
442,
443,
444,
445,
446,
447,
448,
449,
450,
451,
452,
453,
454,
455,
456,
457,
458,
459,
460,
461,
462,
463,
464,
465,
466,
467,
468,
469,
470,
471,
472,
473,
474,
475,
476,
477,
478,
479,
480,
481,
482,
483,
484,
485,
486,
487,
488,
489,
490,
491,
492,
493,
494,
495,
496,
497,
498,
499,
500,
501,
502,
503,
504,
505,
506,
507,
508,
509,
510,
511,
512,
513,
514,
515,
516,
517,
518,
519,
520,
521,
522,
523,
524,
525,
526,
527,
528,
529,
530,
531,
532,
]
,
name: nbart_green
dtype: int16
units: 1
nodata: -999
aliases: [
nbart_band_03
nbart_B03
nbart_Band3
]
spectral_definition:
response:
[ [40 items...]
0.005090312,
0.026897029,
0.12087986,
0.33742273,
0.603624689,
0.810967523,
0.91573833,
0.92605288,
0.92083242,
0.911237119,
0.902005739,
0.897081513,
0.899066029,
0.900672338,
0.902488081,
0.906886173,
0.915610562,
0.927756371,
0.941055569,
0.954196504,
0.966908428,
0.981390028,
0.991619278,
1,
0.999754078,
0.994046577,
0.981792818,
0.968692612,
0.957607907,
0.945644641,
0.92580977,
0.897152993,
0.838534201,
0.698446797,
0.493502787,
0.276900547,
0.107781358,
0.029913795,
0.007336673,
0.000838123,
]
wavelength:
[ [47 items...]
536,
537,
538,
539,
540,
541,
542,
543,
544,
545,
546,
547,
548,
549,
550,
551,
552,
553,
554,
555,
556,
557,
558,
559,
560,
561,
562,
563,
564,
565,
566,
567,
568,
569,
570,
571,
572,
573,
574,
575,
576,
577,
578,
579,
580,
581,
582,
]
,
name: nbart_red
dtype: int16
units: 1
nodata: -999
aliases: [
nbart_band_04
nbart_B04
nbart_Band4
]
spectral_definition:
response:
[ [39 items...]
0.002584,
0.034529,
0.14997,
0.464826,
0.817746,
0.965324,
0.983869,
0.9969,
1.0,
0.995449,
0.991334,
0.977215,
0.936802,
0.873776,
0.814166,
0.776669,
0.764864,
0.775091,
0.801359,
0.830828,
0.857112,
0.883581,
0.90895,
0.934759,
0.955931,
0.96811,
0.973219,
0.971572,
0.969003,
0.965712,
0.960481,
0.944811,
0.884152,
0.706167,
0.422967,
0.189853,
0.063172,
0.020615,
0.002034,
]
wavelength:
[ [40 items...]
646,
647,
648,
649,
650,
651,
652,
653,
654,
655,
656,
657,
658,
659,
660,
661,
662,
663,
664,
665,
666,
667,
668,
669,
670,
671,
672,
673,
674,
675,
676,
677,
678,
679,
680,
681,
682,
683,
684,
685,
]
,
name: nbart_red_edge_1
dtype: int16
units: 1
nodata: -999
aliases: [
nbart_band_05
nbart_B05
nbart_Band5
]
spectral_definition:
response:
[ [21 items...]
0.010471827,
0.057252544,
0.214724996,
0.547189415,
0.871043978,
0.968446586,
0.99124182,
1,
0.99509331,
0.987602081,
0.979408704,
0.970910946,
0.959528083,
0.94236861,
0.926720132,
0.894557475,
0.767248071,
0.504134435,
0.180610636,
0.034019737,
0.002436944,
]
wavelength:
[ [21 items...]
694,
695,
696,
697,
698,
699,
700,
701,
702,
703,
704,
705,
706,
707,
708,
709,
710,
711,
712,
713,
714,
]
,
name: nbart_red_edge_2
dtype: int16
units: 1
nodata: -999
aliases: [
nbart_band_06
nbart_B06
nbart_Band6
]
spectral_definition:
response: [
0.017433807
0.105812957
0.386050533
0.782313159
0.905953099
0.916416606
0.92333441
0.932013378
0.947550036
0.965839591
0.978552758
0.991319723
1
0.999955845
0.971267313
0.81917496
0.467395748
0.094120897
0.009834009
]
wavelength: [
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
]
,
name: nbart_red_edge_3
dtype: int16
units: 1
nodata: -999
aliases: [
nbart_band_07
nbart_B07
nbart_Band7
]
spectral_definition:
response:
[ [29 items...]
0.010282026,
0.037427714,
0.112026989,
0.257953812,
0.478980823,
0.730216783,
0.912510408,
0.971721033,
0.964616097,
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0.964925586,
0.986223289,
1,
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0.947277433,
0.927083998,
0.90976539,
0.886948914,
0.859517187,
0.827959173,
0.776383783,
0.671173028,
0.481809979,
0.236251944,
0.069538392,
0.013431956,
0.001257675,
]
wavelength:
[ [29 items...]
766,
767,
768,
769,
770,
771,
772,
773,
774,
775,
776,
777,
778,
779,
780,
781,
782,
783,
784,
785,
786,
787,
788,
789,
790,
791,
792,
793,
794,
]
,
name: nbart_nir_1
dtype: int16
units: 1
nodata: -999
aliases: [
nbart_band_08
nbart_B08
nbart_Band8
]
spectral_definition:
response:
[ [134 items...]
0.000386696,
0.003018401,
0.01669158,
0.028340486,
0.0502885,
0.08626388,
0.149596686,
0.258428566,
0.425108406,
0.631697563,
0.803109115,
0.904984654,
0.939674653,
0.944958731,
0.948238826,
0.963880684,
0.979861632,
0.991635585,
0.996362309,
1,
0.998257939,
0.998488834,
0.989253171,
0.98294089,
0.968189827,
0.958222106,
0.951650369,
0.947054991,
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0.948383123,
0.946461415,
0.942132884,
0.929937199,
0.914683918,
0.893248878,
0.873037871,
0.852648452,
0.836447483,
0.824300756,
0.814333379,
0.810955964,
0.803715941,
0.791980175,
0.783270185,
0.767838865,
0.754167357,
0.742309406,
0.727235815,
0.719323269,
0.713866399,
0.718941021,
0.726527917,
0.738324031,
0.750210769,
0.761800392,
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0.781725199,
0.78381047,
0.783069959,
0.782718588,
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0.781443024,
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0.780064535,
0.777591823,
0.770831803,
0.764574958,
0.753876586,
0.743324604,
0.733775698,
0.722497914,
0.712900724,
0.699439134,
0.688575227,
0.674039061,
0.657552716,
0.643729834,
0.62865391,
0.614005803,
0.603233252,
0.594982815,
0.588091928,
0.585186507,
0.582889219,
0.581493721,
0.580137218,
0.574804624,
0.576654614,
0.572399696,
0.570992768,
0.569291451,
0.571025201,
0.570861066,
0.572213154,
0.575418141,
0.577804028,
0.579603586,
0.579294979,
0.578302049,
0.57565598,
0.569721665,
0.561891364,
0.556830745,
0.549385012,
0.545858439,
0.542536249,
0.541895109,
0.539852497,
0.537997281,
0.53195493,
0.522275927,
0.505572421,
0.48804203,
0.469610434,
0.456107021,
0.445848869,
0.443119818,
0.445581498,
0.447532506,
0.440183411,
0.418240241,
0.369455837,
0.301788007,
0.235014942,
0.174244972,
0.122382945,
0.083462794,
0.056162189,
0.038006008,
0.024240249,
0.014845963,
0.006132899,
]
wavelength:
[ [134 items...]
774,
775,
776,
777,
778,
779,
780,
781,
782,
783,
784,
785,
786,
787,
788,
789,
790,
791,
792,
793,
794,
795,
796,
797,
798,
799,
800,
801,
802,
803,
804,
805,
806,
807,
808,
809,
810,
811,
812,
813,
814,
815,
816,
817,
818,
819,
820,
821,
822,
823,
824,
825,
826,
827,
828,
829,
830,
831,
832,
833,
834,
835,
836,
837,
838,
839,
840,
841,
842,
843,
844,
845,
846,
847,
848,
849,
850,
851,
852,
853,
854,
855,
856,
857,
858,
859,
860,
861,
862,
863,
864,
865,
866,
867,
868,
869,
870,
871,
872,
873,
874,
875,
876,
877,
878,
879,
880,
881,
882,
883,
884,
885,
886,
887,
888,
889,
890,
891,
892,
893,
894,
895,
896,
897,
898,
899,
900,
901,
902,
903,
904,
905,
906,
907,
]
,
name: nbart_nir_2
dtype: int16
units: 1
nodata: -999
aliases: [
nbart_band_8A
nbart_B8A
nbart_Band8A
]
spectral_definition:
response:
[ [33 items...]
0.001661751,
0.01602581,
0.032253895,
0.073411273,
0.168937582,
0.345506138,
0.569417239,
0.79634996,
0.937581155,
0.980942645,
0.987241334,
0.994409463,
0.998963959,
0.999788107,
1,
0.994482469,
0.987807181,
0.983157165,
0.979826684,
0.975089851,
0.972818786,
0.966320275,
0.958195153,
0.941870745,
0.894185366,
0.778588669,
0.597362542,
0.377361257,
0.184667876,
0.079045495,
0.033393337,
0.015808546,
0.00162404,
]
wavelength:
[ [33 items...]
848,
849,
850,
851,
852,
853,
854,
855,
856,
857,
858,
859,
860,
861,
862,
863,
864,
865,
866,
867,
868,
869,
870,
871,
872,
873,
874,
875,
876,
877,
878,
879,
880,
]
,
name: nbart_swir_2
dtype: int16
units: 1
nodata: -999
aliases: [
nbart_band_11
nbart_B11
nbart_Band11
]
spectral_definition:
response:
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name: nbart_swir_3
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units: 1
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align:
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resolution:
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