Module eoreader.products
SAR and Optical products
Optical data
Implemented optical satellites
Satellites | Class | Product Types | Use archive | Default Resolution |
---|---|---|---|---|
Sentinel-2 | S2Product |
L1C & L2A | Yes | 20m |
Sentinel-2 Theia | S2TheiaProduct |
L2A | Yes | 20m |
Sentinel-3 SLSTR | S3Product |
RBT | No | 300m |
Sentinel-3 OLCI | S3Product |
EFR | No | 500m |
Landsat-8 OLCI | L8Product |
Level 1 | Collection 1: No, Collection 2: Yes | 30m |
Landsat-7 ETM | L7Product |
Level 1 | Collection 1: No, Collection 2: Yes | 30m |
Landsat-5 TM | L5Product |
Level 1 | Collection 1: No, Collection 2: Yes | 30m |
Landsat-4 TM | L4Product |
Level 1 | Collection 1: No, Collection 2: Yes | 30m |
Landsat-5 MSS | L5Product |
Level 1 | Collection 1: No, Collection 2: Yes | 60m |
Landsat-4 MSS | L4Product |
Level 1 | Collection 1: No, Collection 2: Yes | 60m |
Landsat-3 MSS | L3Product |
Level 1 | Collection 1: No, Collection 2: Yes | 60m |
Landsat-2 MSS | L2Product |
Level 1 | Collection 1: No, Collection 2: Yes | 60m |
Landsat-1 MSS | L1Product |
Level 1 | Collection 1: No, Collection 2: Yes | 60m |
Satellites products that cannot be used as archived have to be extracted before use.
Optical bands
The following bands are available in EOReader
, but may not be available for all sensors.
Satellite bands
These bands are mainly based on Sentinel-2 bands with some additions:
CA
: Coastal AerosolBLUE
GREEN
RED
VRE_1
: Vegetation Red Edge 1VRE_2
: Vegetation Red Edge 2VRE_3
: Vegetation Red Edge 3NIR
: Near InfraredNARROW_NIR
: Narrow Near Infrared (band8A
forSentinel-2
)WP
: Water vapourSWIR_CIRRUS
SWIR_1
SWIR_2
PAN
: PanchromaticTIR_1
: Thermal Infrared 1TIR_2
: Thermal Infrared 2
See here for more information.
Index
AFRI_1_6
AFRI_2_1
AWEInsh
AWEIsh
BAI
BSI
CIG
DSWI
GLI
GNDVI
MNDWI
NBR
NDGRI
NDMI
NDRE2
NDRE3
NDVI
NDWI
RDI
RGI
RI
SRSWIR
TCBRI
TCGRE
TCWET
WI
See here for more information.
Cloud bands
Maximum 5 cloud bands are available, according to the files provided in the data. All the bands are rasterized and orthorectified if needed (for Sentinel-2 or 3 data for example), ready to be stacked.
RAW_CLOUDS
: Raw Cloud file as provided (the only changes are the orthorectification and rasterization). Can provide other flags, or cloud probability.CLOUDS
: Cloud presence (1) or absence (0).CIRRUS
: Cirrus presence (1) or absence (0).SHADOWS
: Shadows presence (1) or absence (0).ALL_CLOUDS
: Cloud OR Cirrus OR Shadows presence (1) or absence (0). Do not take into account missing bands ( ie. for Landsat MSS sensors,ALL_CLOUDS
==CLOUDS
)
See here for more information.
DEM bands
These bands need a valid worldwide DEM path positioned thanks to the environment variable EOREADER_SAR_DEFAULT_RES
DEM
SLOPE
HILLSHADE
See here for more information.
SAR data
Implemented SAR satellites
Satellites | Class | Product Types | Use archive |
---|---|---|---|
Sentinel-1 | S1Product |
SLC & GRD | Yes |
COSMO-Skymed | CskProduct |
DGM & SCS, (others should also be OK) | No |
TerraSAR-X | TsxProduct |
MGD (SSC should be OK) | No |
RADARSAT-2 | Rs2Product |
SGF (SLC should be OK) | Yes |
Warning
Satellites products that cannot be used as archived have to be extracted before use.
SAR Bands
According to what contains the products, allowed SAR bands are:
VV
(SarBandNames.VV
)VH
(SarBandNames.VH
)HH
(SarBandNames.HH
)HV
(SarBandNames.HV
)
You also can load despeckled bands:
VV_DSPK
(SarBandNames.VV_DSPK
)VH_DSPK
(SarBandNames.VH_DSPK
)HH_DSPK
(SarBandNames.HH_DSPK
)HV_DSPK
(SarBandNames.HV_DSPK
)
DEM bands
These bands need a valid worldwide DEM path positioned thanks to the environment variable EOREADER_SAR_DEFAULT_RES
DEM
SLOPE
See here for more information.
Expand source code
"""
SAR and Optical products
.. include:: ../../documentation/optical.md
.. include:: ../../documentation/sar.md
"""
Sub-modules
eoreader.products.optical
-
Optical products …
eoreader.products.product
-
Product, superclass of all EOReader satellites products
eoreader.products.sar
-
SAR products …