dl_rs_mda: Coastal Water Quality Maps derived from NASA MODIS-Aqua L2 Ocean Color (nasa_aqua_l2_oc) imagery using a deep learning model trained on an augmented in-situ based spectral library (DL-RS_V1)

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Coastal Water Quality Maps derived from NASA MODIS-Aqua L2 Ocean Color (nasa_aqua_l2_oc) imagery using a deep learning model trained on an augmented in-situ based spectral library (DL-RS_V1)

dl_rs_mda whole collection

Last processed
59,754 datasets
  • 70,958,121km2 (approx.)
  • No configured regions
  • Entirely EPSG:4326

Metadata (eo3)

Common fields

cloud_cover • dataset_maturity • format GeoTIFF instrument MODIS platform aqua product_family • region_code •

JSON / GeoJSON

Location 🔗 (samples)

s3://adias-prod-dc-data-projects/ai4m-cf/WQ/continental/DL-RS_V1/outputs/dl_rs_mda/2002/07/

Measurements 🔗

nodata
float32 Temp / Temperature NaN
float32 Sal / Salinity NaN
float32 TSS / Total_Suspended_Solids NaN
float32 DOC / Dissolved_Organic_Carbon NaN
float32 TChla / Total_Chlorophyll_a NaN
float32 aSTRy440 / DOC_specific_CDOM_absorption_at_440nm NaN
float32 Sy / slope_of_CDOM_absorption NaN
float32 bbpSTR550 / TSS_specific_backscattering_of_particulate_matter_at_550nm NaN
float32 Sbbp / slope_of_backscattering NaN
float32 aSTRd_412 / TSS_specific_detritus_absorption_at_412nm NaN
float32 aSTRd_443 / TSS_specific_detritus_absorption_at_443nm NaN
float32 aSTRd_469 / TSS_specific_detritus_absorption_at_469nm NaN
float32 aSTRd_488 / TSS_specific_detritus_absorption_at_488nm NaN
float32 aSTRd_531 / TSS_specific_detritus_absorption_at_531nm NaN
float32 aSTRd_547 / TSS_specific_detritus_absorption_at_547nm NaN
float32 aSTRd_555 / TSS_specific_detritus_absorption_at_555nm NaN
float32 aSTRd_645 / TSS_specific_detritus_absorption_at_645nm NaN
float32 aSTRd_667 / TSS_specific_detritus_absorption_at_667nm NaN
float32 aSTRd_678 / TSS_specific_detritus_absorption_at_678nm NaN
float32 aSTRph_412 / TChla_specific_phytoplankton_absorption_at_412nm NaN
float32 aSTRph_443 / TChla_specific_phytoplankton_absorption_at_443nm NaN
float32 aSTRph_469 / TChla_specific_phytoplankton_absorption_at_469nm NaN
float32 aSTRph_488 / TChla_specific_phytoplankton_absorption_at_488nm NaN
float32 aSTRph_531 / TChla_specific_phytoplankton_absorption_at_531nm NaN
float32 aSTRph_547 / TChla_specific_phytoplankton_absorption_at_547nm NaN
float32 aSTRph_555 / TChla_specific_phytoplankton_absorption_at_555nm NaN
float32 aSTRph_645 / TChla_specific_phytoplankton_absorption_at_645nm NaN
float32 aSTRph_667 / TChla_specific_phytoplankton_absorption_at_667nm NaN
float32 aSTRph_678 / TChla_specific_phytoplankton_absorption_at_678nm NaN
int32 l2_flags -2147483648

Total: 30

Definition 🔗

RAW As Stac
name: dl_rs_mda
metadata_type: eo3
description: Coastal Water Quality Maps derived from NASA MODIS-Aqua L2 Ocean Color (nasa_aqua_l2_oc) imagery using a deep learning model trained on an augmented in-situ based spectral library (DL-RS_V1)
metadata:
product:
name: dl_rs_mda
measurements:
[ [30 items...]
name: Temp
dtype: float32
units: °C
nodata: NaN
aliases: [
Temperature
]
,
name: Sal
dtype: float32
units: PSU
nodata: NaN
aliases: [
Salinity
]
,
name: TSS
dtype: float32
units: mg/L
nodata: NaN
aliases: [
Total_Suspended_Solids
]
,
name: DOC
dtype: float32
units: mg/L
nodata: NaN
aliases: [
Dissolved_Organic_Carbon
]
,
name: TChla
dtype: float32
units: ug/L
nodata: NaN
aliases: [
Total_Chlorophyll_a
]
,
name: aSTRy440
dtype: float32
units: m^2/mg
nodata: NaN
aliases: [
DOC_specific_CDOM_absorption_at_440nm
]
,
name: Sy
dtype: float32
units: 1
nodata: NaN
aliases: [
slope_of_CDOM_absorption
]
,
name: bbpSTR550
dtype: float32
units: m^2/mg
nodata: NaN
aliases: [
TSS_specific_backscattering_of_particulate_matter_at_550nm
]
,
name: Sbbp
dtype: float32
units: 1
nodata: NaN
aliases: [
slope_of_backscattering
]
,
name: aSTRd_412
dtype: float32
units: m^2/mg
nodata: NaN
aliases: [
TSS_specific_detritus_absorption_at_412nm
]
,
name: aSTRd_443
dtype: float32
units: m^2/mg
nodata: NaN
aliases: [
TSS_specific_detritus_absorption_at_443nm
]
,
name: aSTRd_469
dtype: float32
units: m^2/mg
nodata: NaN
aliases: [
TSS_specific_detritus_absorption_at_469nm
]
,
name: aSTRd_488
dtype: float32
units: m^2/mg
nodata: NaN
aliases: [
TSS_specific_detritus_absorption_at_488nm
]
,
name: aSTRd_531
dtype: float32
units: m^2/mg
nodata: NaN
aliases: [
TSS_specific_detritus_absorption_at_531nm
]
,
name: aSTRd_547
dtype: float32
units: m^2/mg
nodata: NaN
aliases: [
TSS_specific_detritus_absorption_at_547nm
]
,
name: aSTRd_555
dtype: float32
units: m^2/mg
nodata: NaN
aliases: [
TSS_specific_detritus_absorption_at_555nm
]
,
name: aSTRd_645
dtype: float32
units: m^2/mg
nodata: NaN
aliases: [
TSS_specific_detritus_absorption_at_645nm
]
,
name: aSTRd_667
dtype: float32
units: m^2/mg
nodata: NaN
aliases: [
TSS_specific_detritus_absorption_at_667nm
]
,
name: aSTRd_678
dtype: float32
units: m^2/mg
nodata: NaN
aliases: [
TSS_specific_detritus_absorption_at_678nm
]
,
name: aSTRph_412
dtype: float32
units: m^2/mg
nodata: NaN
aliases: [
TChla_specific_phytoplankton_absorption_at_412nm
]
,
name: aSTRph_443
dtype: float32
units: m^2/mg
nodata: NaN
aliases: [
TChla_specific_phytoplankton_absorption_at_443nm
]
,
name: aSTRph_469
dtype: float32
units: m^2/mg
nodata: NaN
aliases: [
TChla_specific_phytoplankton_absorption_at_469nm
]
,
name: aSTRph_488
dtype: float32
units: m^2/mg
nodata: NaN
aliases: [
TChla_specific_phytoplankton_absorption_at_488nm
]
,
name: aSTRph_531
dtype: float32
units: m^2/mg
nodata: NaN
aliases: [
TChla_specific_phytoplankton_absorption_at_531nm
]
,
name: aSTRph_547
dtype: float32
units: m^2/mg
nodata: NaN
aliases: [
TChla_specific_phytoplankton_absorption_at_547nm
]
,
name: aSTRph_555
dtype: float32
units: m^2/mg
nodata: NaN
aliases: [
TChla_specific_phytoplankton_absorption_at_555nm
]
,
name: aSTRph_645
dtype: float32
units: m^2/mg
nodata: NaN
aliases: [
TChla_specific_phytoplankton_absorption_at_645nm
]
,
name: aSTRph_667
dtype: float32
units: m^2/mg
nodata: NaN
aliases: [
TChla_specific_phytoplankton_absorption_at_667nm
]
,
name: aSTRph_678
dtype: float32
units: m^2/mg
nodata: NaN
aliases: [
TChla_specific_phytoplankton_absorption_at_678nm
]
,
name: l2_flags
dtype: int32
units: 1
nodata: -2147483648
flags_definition:
l2_flags:
bits:
[ [31 items...]
0,
1,
2,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13,
14,
15,
16,
17,
18,
19,
20,
21,
22,
23,
24,
25,
26,
27,
28,
29,
30,
]
values:
1: ATMFAIL
2: LAND
4: PRODWARN
8: HIGLINT
16: HILT
32: HISATZEN
64: COASTZ
128: SPARE
256: STRAYLIGHT
512: CLDICE
1024: COCCOLITH
2048: TURBIDW
4096: HISOLZEN
8192: SPARE
16384: LOWLW
32768: CHLFAIL
65536: NAVWARN
131072: ABSAER
262144: SPARE
524288: MAXAERITER
1048576: MODGLINT
2097152: CHLWARN
4194304: ATMWARN
8388608: SPARE
16777216: SEAICE
33554432: NAVFAIL
67108864: FILTER
134217728: SPARE
268435456: BOWTIEDEL
536870912: HIPOL
1073741824: PRODFAIL
description: Level-2 processing flags
,
]
load:
crs: epsg:4326
resolution:
latitude: 0.01
longitude: 0.01