s2a_ard_granule: Sentinel-2A MSI Definitive ARD - NBART and Pixel Quality

All years

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

s2a_ard_granule whole collection

Last processed
504,336 datasets
  • 14,372,847km2 (approx.)
  • 1678 unique regions
  • 8 CRS

Metadata (eo3_landsat_ard)

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

GeoJSON

Location 🔗 (samples)

s3://dea-public-data/baseline/s2a_ard_granule/2022-04-17/

Measurements 🔗

nodata
float32 azimuthal_exiting / azimuthal_exiting -999
float32 azimuthal_incident / azimuthal_incident -999
float32 exiting / exiting -999
float32 incident / incident -999
float32 relative_azimuth / relative_azimuth -999
float32 relative_slope / relative_slope -999
float32 satellite_azimuth / satellite_azimuth -999
float32 satellite_view / satellite_view -999
float32 solar_azimuth / solar_azimuth -999
float32 solar_zenith / solar_zenith -999
uint8 terrain_shadow / 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: s2a_ard_granule
license: CC-BY-4.0
metadata_type: eo3_landsat_ard
description: Sentinel-2A MSI Definitive ARD - NBART and Pixel Quality
metadata:
product:
name: s2a_ard_granule
measurements:
[ [24 items...]
name: azimuthal_exiting
dtype: float32
units: 1
nodata: -999
aliases: [
azimuthal_exiting
]
,
name: azimuthal_incident
dtype: float32
units: 1
nodata: -999
aliases: [
azimuthal_incident
]
,
name: exiting
dtype: float32
units: 1
nodata: -999
aliases: [
exiting
]
,
name: incident
dtype: float32
units: 1
nodata: -999
aliases: [
incident
]
,
name: relative_azimuth
dtype: float32
units: 1
nodata: -999
aliases: [
relative_azimuth
]
,
name: relative_slope
dtype: float32
units: 1
nodata: -999
aliases: [
relative_slope
]
,
name: satellite_azimuth
dtype: float32
units: 1
nodata: -999
aliases: [
satellite_azimuth
]
,
name: satellite_view
dtype: float32
units: 1
nodata: -999
aliases: [
satellite_view
]
,
name: solar_azimuth
dtype: float32
units: 1
nodata: -999
aliases: [
solar_azimuth
]
,
name: solar_zenith
dtype: float32
units: 1
nodata: -999
aliases: [
solar_zenith
]
,
name: terrain_shadow
dtype: uint8
units: 1
nodata: 0
aliases: [
terrain_shadow
]
,
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:
[ [28 items...]
0.015297,
0.067133,
0.19593,
0.357242,
0.460571,
0.511598,
0.551051,
0.587385,
0.613478,
0.650014,
0.699199,
0.74543,
0.792047,
0.862824,
0.947307,
0.993878,
1.0,
0.990178,
0.972897,
0.957042,
0.956726,
0.922389,
0.723933,
0.388302,
0.14596,
0.051814,
0.017459,
0.000303,
]
wavelength:
[ [28 items...]
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,
457,
]
,
name: nbart_blue
dtype: int16
units: 1
nodata: -999
aliases: [
nbart_band_02
nbart_B02
nbart_Band2
]
spectral_definition:
response:
[ [99 items...]
0.001206,
0.00204,
0.002623,
0.002738,
0.002746,
0.002076,
0.003246,
0.002224,
0.002789,
0.003127,
0.002377,
0.003776,
0.002856,
0.003063,
0.00607,
0.009028,
0.019547,
0.038955,
0.084088,
0.176255,
0.292197,
0.364612,
0.382418,
0.385789,
0.393447,
0.400158,
0.410291,
0.424686,
0.449286,
0.481594,
0.505323,
0.523406,
0.529543,
0.534688,
0.533786,
0.534656,
0.5381,
0.543691,
0.557717,
0.578585,
0.601967,
0.616037,
0.621092,
0.613597,
0.596062,
0.575863,
0.558063,
0.546131,
0.542099,
0.553602,
0.571684,
0.598269,
0.633236,
0.67337,
0.711752,
0.738396,
0.758249,
0.768325,
0.773367,
0.780468,
0.788363,
0.795449,
0.809151,
0.824011,
0.837709,
0.844983,
0.847328,
0.840111,
0.825797,
0.804778,
0.78694,
0.771578,
0.761923,
0.765487,
0.781682,
0.810031,
0.850586,
0.901671,
0.95467,
0.987257,
1.0,
0.986389,
0.908308,
0.724,
0.478913,
0.286992,
0.169976,
0.102833,
0.065163,
0.04116,
0.02508,
0.013112,
0.002585,
0.001095,
0.000308,
0.000441,
0.0,
0.0,
0.000443,
]
wavelength:
[ [99 items...]
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,
533,
534,
535,
536,
537,
538,
]
,
name: nbart_green
dtype: int16
units: 1
nodata: -999
aliases: [
nbart_band_03
nbart_B03
nbart_Band3
]
spectral_definition:
response:
[ [46 items...]
0.00084,
0.016372,
0.037688,
0.080665,
0.169509,
0.341374,
0.573031,
0.746711,
0.828036,
0.868228,
0.888565,
0.891572,
0.87815,
0.860271,
0.843698,
0.834035,
0.832617,
0.844968,
0.867734,
0.897361,
0.933938,
0.966923,
0.990762,
1.0,
0.997812,
0.981107,
0.947088,
0.907183,
0.868656,
0.837622,
0.81291,
0.792434,
0.7851,
0.789606,
0.807011,
0.830458,
0.846433,
0.858402,
0.85799,
0.799824,
0.62498,
0.386994,
0.200179,
0.098293,
0.042844,
0.016512,
]
wavelength:
[ [46 items...]
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:
[ [39 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,
]
,
name: nbart_red_edge_1
dtype: int16
units: 1
nodata: -999
aliases: [
nbart_band_05
nbart_B05
nbart_Band5
]
spectral_definition:
response: [
0.001187
0.04126
0.167712
0.478496
0.833878
0.985479
1.0
0.999265
0.993239
0.982416
0.965583
0.945953
0.924699
0.902399
0.885582
0.861231
0.757197
0.521268
0.196706
0.036825
]
wavelength: [
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
]
,
name: nbart_red_edge_2
dtype: int16
units: 1
nodata: -999
aliases: [
nbart_band_06
nbart_B06
nbart_Band6
]
spectral_definition:
response: [
0.005331
0.085006
0.345714
0.750598
0.920265
0.917917
0.934211
0.957861
0.975829
0.981932
0.981518
0.993406
1.0
0.982579
0.962584
0.854908
0.506722
0.135357
0.013438
]
wavelength: [
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
]
,
name: nbart_red_edge_3
dtype: int16
units: 1
nodata: -999
aliases: [
nbart_band_07
nbart_B07
nbart_Band7
]
spectral_definition:
response:
[ [29 items...]
0.001595,
0.014731,
0.067032,
0.199495,
0.422803,
0.694015,
0.898494,
0.983173,
0.994759,
1.0,
0.994913,
0.964657,
0.908117,
0.846898,
0.802091,
0.778839,
0.777241,
0.789523,
0.800984,
0.802916,
0.791711,
0.757695,
0.677951,
0.536855,
0.364033,
0.193498,
0.077219,
0.019707,
0.003152,
]
wavelength:
[ [29 items...]
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,
795,
796,
797,
]
,
name: nbart_nir_1
dtype: int16
units: 1
nodata: -999
aliases: [
nbart_band_08
nbart_B08
nbart_Band8
]
spectral_definition:
response:
[ [136 items...]
0.000451,
0.007614,
0.019072,
0.033498,
0.056536,
0.087148,
0.13246,
0.203436,
0.314068,
0.450085,
0.587433,
0.714518,
0.81829,
0.902932,
0.960732,
0.993723,
1.0,
0.985213,
0.958376,
0.93655,
0.925816,
0.930376,
0.941281,
0.953344,
0.962183,
0.965631,
0.963105,
0.959009,
0.951205,
0.945147,
0.943136,
0.945814,
0.945357,
0.943762,
0.937084,
0.92789,
0.915897,
0.900979,
0.881577,
0.86216,
0.8432,
0.822684,
0.801819,
0.776911,
0.755632,
0.737893,
0.722217,
0.708669,
0.698416,
0.690211,
0.682257,
0.681494,
0.682649,
0.678491,
0.67595,
0.671304,
0.665538,
0.660812,
0.658739,
0.65831,
0.66407,
0.672731,
0.685501,
0.701159,
0.720686,
0.742292,
0.75953,
0.776608,
0.784061,
0.78772,
0.787693,
0.783525,
0.776161,
0.768339,
0.759264,
0.745943,
0.733022,
0.720589,
0.706663,
0.69087,
0.675896,
0.661558,
0.649339,
0.638008,
0.627424,
0.618963,
0.610945,
0.604322,
0.597408,
0.591724,
0.586961,
0.582746,
0.581202,
0.57948,
0.580197,
0.582505,
0.585308,
0.589481,
0.592827,
0.596749,
0.601372,
0.603234,
0.605476,
0.608972,
0.613463,
0.618715,
0.626841,
0.637436,
0.648791,
0.659233,
0.66734,
0.668624,
0.659924,
0.641666,
0.615841,
0.583567,
0.552076,
0.526407,
0.507116,
0.49653,
0.499119,
0.512088,
0.529093,
0.542739,
0.537964,
0.495953,
0.419305,
0.326791,
0.231085,
0.14854,
0.089683,
0.054977,
0.033246,
0.019774,
0.007848,
0.001286,
]
wavelength:
[ [136 items...]
773,
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,
908,
]
,
name: nbart_nir_2
dtype: int16
units: 1
nodata: -999
aliases: [
nbart_band_8A
nbart_B8A
nbart_Band8A
]
spectral_definition:
response:
[ [34 items...]
0.001651,
0.013242,
0.02471,
0.051379,
0.104944,
0.216577,
0.384865,
0.585731,
0.774481,
0.87843,
0.914944,
0.922574,
0.926043,
0.929676,
0.935962,
0.946583,
0.955792,
0.965458,
0.974461,
0.97988,
0.983325,
0.982881,
0.988474,
1.0,
0.999626,
0.921005,
0.728632,
0.472189,
0.238082,
0.106955,
0.046096,
0.022226,
0.008819,
0.000455,
]
wavelength:
[ [34 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,
881,
]
,
name: nbart_swir_2
dtype: int16
units: 1
nodata: -999
aliases: [
nbart_band_11
nbart_B11
nbart_Band11
]
spectral_definition:
response:
[ [144 items...]
7e-06,
7e-06,
8e-06,
2.8e-05,
3.8e-05,
9.1e-05,
0.000147,
0.000251,
0.00048,
0.00057,
0.000662,
0.000911,
0.001166,
0.001684,
0.002458,
0.003567,
0.005345,
0.008318,
0.012628,
0.018996,
0.027781,
0.039584,
0.054865,
0.07493,
0.10107,
0.135476,
0.182597,
0.247276,
0.330736,
0.429691,
0.537634,
0.647173,
0.743528,
0.815215,
0.859202,
0.879669,
0.88703,
0.889098,
0.891417,
0.897586,
0.906631,
0.916528,
0.926579,
0.935322,
0.942394,
0.947507,
0.951416,
0.954254,
0.956429,
0.958205,
0.960688,
0.96348,
0.965797,
0.96818,
0.971012,
0.97338,
0.975915,
0.978581,
0.979878,
0.980589,
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,
name: nbart_swir_3
dtype: int16
units: 1
nodata: -999
aliases: [
nbart_band_12
nbart_B12
nbart_Band12
]
spectral_definition:
response:
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