Reference information
Supported datasets
Dataset | dataset_id | Abbreviation | Available images by dates |
---|---|---|---|
Sentinel-2 | sentinel2, sentinel2l2a | S2, S2L2A | from 2015 to present |
Sentinel-1 | sentinel1 | S1 | from 2014 to present |
Landsat 9 | landsat9 | L9 | from 2021 to present |
Landsat 8 | landsat8 | L8 | from 2013 to present |
Landsat 4 TM | landsat4tm | L4MSS, L4TM | from 1982 to 1992 |
Landsat 4 MSS | landsat4mss | L4MSS, L4TM | from 1982 to 1992 |
Landsat 5 TM | landsat5tm | L5MSS, L5TM | from 1984 to 2013 |
Landsat 5 MSS | landsat5mss | L5MSS, L5TM | from 1984 to 2013 |
MODIS | modis | MODIS | from 1999 to 2022 |
NAIP | naip | NAIP | from 2011 to 2017 |
CBERS4 | cbers4mux, cbers4pan5m, cbers5pan10m, cbers4awfi | CBERS4MUX, CBERS4AWFI, CBERS4PAN10M, CBERS4PAN5M | from 2014 to present |
Supported sensors: “sentinel2” (“S2”), “landsat8” (“L8”), “landsat4tm” (“L4TM”), “landsat4mss” (“L4MSS”), “landsat5tm” (“L5TM”), “landsat5mss” (“L5MSS”), “cbers4mux” (“CBERS4MUX”), “cbers4awfi” (“CBERS4AWFI”), “cbers4pan10m” (“CBERS4PAN10M”), “modis” (“MODIS”). Default: [“landsat8”, “sentinel2”, “landsat4tm”, “landsat4mss”, “landsat5tm”, “landsat5mss”, “cbers4mux”, “cbers4awfi”, “cbers4pan10m”]
Supported Bands for datasets
Some spectral bands and spectral indices can be set using aliases. This section describes all the supported aliases that are defined in the service for each of the supported datasets.
Supported aliases
This table lists all the aliases defined for each of the supported datasets. Formulas used to evaluate spectral indices are described below on per-dataset basis.
Alias | L8/L9 | L7 | L5MSS | L5TM | L4MSS | L4TM | S2 | MODIS | CBERS-4 | NAIP |
---|---|---|---|---|---|---|---|---|---|---|
BLUE | B2 | B1 | - | B1 | - | B1 | B02 | B03 | BAND5 | B |
GREEN | B3 | B2 | B1 | B2 | B1 | B2 | B03 | B04 | BAND6 | G |
RED | B4 | B3 | B2 | B3 | B2 | B3 | B04 | B01 | BAND7 | R |
REDEDGE | - | - | - | - | - | - | B05 | - | - | - |
NIR | B5 | B4 | B3 | B4 | B3 | B4 | B08 | B02 | BAND8 | N |
NIRWV | - | - | - | - | - | - | B09 | - | - | - |
SWIR1 | B6 | B5 | - | B5 | - | B5 | B11 | B06 | - | - |
SWIR2 | B7 | B7 | - | B7 | - | B7 | B12 | B07 | - | - |
PAN | B8 | B8 | - | - | - | - | - | - | - | - |
TIRS1 | B10 | B6_VCID_1 | - | B6 | - | B6 | - | - | - | - |
TIRS2 | B11 | B6_VCID_2 | - | - | - | - | - | - | - | - |
NDVI | + | + | + | + | + | + | + | + | + | + |
NDSI | + | + | - | + | - | + | + | + | - | - |
NDWI | + | + | + | + | + | + | + | + | + | + |
NDMI | + | + | - | + | - | + | + | + | - | - |
RECI | + | + | + | + | + | + | + | + | + | + |
SAVI | + | + | + | + | + | + | + | + | + | + |
ARVI | + | + | - | + | - | + | + | + | + | + |
EVI | + | + | - | + | - | + | + | + | + | + |
GCI | + | + | + | + | + | + | + | + | + | + |
SIPI | + | + | - | + | - | + | + | + | + | + |
NBR | + | + | - | + | - | + | + | + | - | - |
MSI | + | + | - | + | - | + | + | + | - | - |
ISTACK | + | + | - | + | - | + | + | + | - | - |
FIDET | - | - | - | - | - | - | + | - | - | - |
NDRE | - | - | - | - | - | - | + | - | - | - |
CCCI | - | - | - | - | - | - | + | - | - | - |
MSAVI | - | - | - | - | - | - | + | - | - | - |
Bands for Landsat 9
Band aliases
Alias | Band | Resolution, m |
---|---|---|
BLUE | B2 | 30 |
GREEN | B3 | 30 |
RED | B4 | 30 |
NIR | B5 | 30 |
SWIR1 | B6 | 30 |
SWIR2 | B7 | 30 |
PAN | B8 | 15 |
TIRS1 | B10 | 100 |
TIRS2 | B11 | 100 |
Index Aliases
Alias | General Formula | Landsat 9 Formula |
---|---|---|
NDVI | (NIR-RED)/(NIR+RED) | (B5-B4)/(B5+B4) |
NDSI | (GREEN-SWIR1)/(GREEN+SWIR1) | (B3-B6)/(B3+B6) |
NDWI | (GREEN-NIR)/(GREEN+NIR) | (B3-B5)/(B3+B5) |
RECI | (NIR/RED)-1 | (B5/B4)-1 |
NDMI | (NIR-SWIR1)/(NIR+SWIR1) | (B5-B6)/(B5+B6) |
SAVI | 1.5*(NIR-RED)/(NIR+RED+0.5) | 1.5*(B5-B4)/(B5+B4+0.5) |
ARVI | (NIR-(RED-1*(BLUE-RED)))/(NIR+(RED-1*(BLUE-RED))) | (B5-(B4-1*(B2-B4)))/(B5+(B4-1*(B2-B4))) |
EVI | 2.5*((NIR-RED)/(NIR+6*RED-7.5*BLUE+1)) | 2.5*((B5-B4)/(B5+6*B4-7.5*B2+1)) |
GCI | NIR/GREEN-1 | B5/B3-1 |
SIPI | (NIR-BLUE)/(NIR-RED) | (B5-B2)/(B5-B4) |
NBR | (NIR-SWIR2)/(NIR+SWIR2) | (B5-B7)/(B5+B7) |
MSI | SWIR1/NIR | B6/B5 |
ISTACK | NDSI,NDVI,NDWI | (B3-B6)/(B3+B6),(B5-B4)/(B5+B4),(B3-B5)/(B3+B5) |
Bands for Landsat 8
Band aliases
Alias | Band | Resolution, m |
---|---|---|
BLUE | B2 | 30 |
GREEN | B3 | 30 |
RED | B4 | 30 |
NIR | B5 | 30 |
SWIR1 | B6 | 30 |
SWIR2 | B7 | 30 |
PAN | B8 | 15 |
TIRS1 | B10 | 100 |
TIRS2 | B11 | 100 |
Index Aliases
Alias | General Formula | Landsat 8 Formula |
---|---|---|
NDVI | (NIR-RED)/(NIR+RED) | (B5-B4)/(B5+B4) |
NDSI | (GREEN-SWIR1)/(GREEN+SWIR1) | (B3-B6)/(B3+B6) |
NDWI | (GREEN-NIR)/(GREEN+NIR) | (B3-B5)/(B3+B5) |
RECI | (NIR/RED)-1 | (B5/B4)-1 |
NDMI | (NIR-SWIR1)/(NIR+SWIR1) | (B5-B6)/(B5+B6) |
SAVI | 1.5*(NIR-RED)/(NIR+RED+0.5) | 1.5*(B5-B4)/(B5+B4+0.5) |
ARVI | (NIR-(RED-1*(BLUE-RED)))/(NIR+(RED-1*(BLUE-RED))) | (B5-(B4-1*(B2-B4)))/(B5+(B4-1*(B2-B4))) |
EVI | 2.5*((NIR-RED)/(NIR+6*RED-7.5*BLUE+1)) | 2.5*((B5-B4)/(B5+6*B4-7.5*B2+1)) |
GCI | NIR/GREEN-1 | B5/B3-1 |
SIPI | (NIR-BLUE)/(NIR-RED) | (B5-B2)/(B5-B4) |
NBR | (NIR-SWIR2)/(NIR+SWIR2) | (B5-B7)/(B5+B7) |
MSI | SWIR1/NIR | B6/B5 |
ISTACK | NDSI,NDVI,NDWI | (B3-B6)/(B3+B6),(B5-B4)/(B5+B4),(B3-B5)/(B3+B5) |
Bands for Landsat 4 TM, Landsat 5 TM
Band aliases
Alias | Band | Resolution, m |
---|---|---|
BLUE | B1 | 30 |
GREEN | B2 | 30 |
RED | B3 | 30 |
NIR | B4 | 30 |
SWIR1 | B5 | 30 |
SWIR2 | B7 | 30 |
TIRS1 | B6 | 120 (30) |
Index Aliases
Alias | General Formula | Landsat 4,5 TM Formula |
---|---|---|
NDVI | (NIR-RED)/(NIR+RED) | (B4-B3)/(B4+B3) |
NDSI | (GREEN-SWIR1)/(GREEN+SWIR1) | (B2-B5)/(B2+B5) |
NDWI | (GREEN-NIR)/(GREEN+NIR) | (B2-B4)/(B2+B4) |
RECI | (NIR/RED)-1 | (B4/B3)-1 |
SAVI | 1.5*(NIR-RED)/(NIR+RED+0.5) | 1.5*(B4-B3)/(B4+B3+0.5) |
NDMI | (NIR-SWIR1)/(NIR+SWIR1) | (B4-B5)/(B4+B5) |
ARVI | (NIR-(RED-1*(BLUE-RED)))/(NIR+(RED-1*(BLUE-RED))) | (B4-(B3-1*(B1-B3)))/(B4+(B3-1*(B1-B3))) |
EVI | 2.5*((NIR-RED)/(NIR+6*RED-7.5*BLUE+1)) | 2.5*((B4-B3)/(B4+6*B3-7.5*B1+1)) |
GCI | NIR/GREEN-1 | B4/B2-1 |
SIPI | (NIR-BLUE)/(NIR-RED) | (B4-B1)/(B4-B3) |
NBR | (NIR-SWIR2)/(NIR+SWIR2) | (B4-B7)/(B4+B7) |
MSI | SWIR1/NIR | B5/B4 |
ISTACK | NDSI,NDVI,NDWI | (B2-B5)/(B2+B5),(B4-B3)/(B4+B3),(B2-B4)/(B2+B4) |
Bands for Landsat 4 MSS, Landsat 5 MSS
Band aliases
Alias | Band | Resolution, m |
---|---|---|
GREEN | B1 | 60 |
RED | B2 | 60 |
NIR | B3 | 60 |
Index Aliases
Alias | General Formula | Landsat 4,5 MSS Formula |
---|---|---|
NDVI | (NIR-RED)/(NIR+RED) | (B3-B2)/(B3+B2) |
NDWI | (GREEN-NIR)/(GREEN+NIR) | (B1-B3)/(B1+B3) |
RECI | (NIR/RED)-1 | (B3/B2)-1 |
SAVI | 1.5*(NIR-RED)/(NIR+RED+0.5) | 1.5*(B3-B2)/(B3+B2+0.5) |
GCI | NIR/GREEN-1 | B3/B1-1 |
Bands for Sentinel-2
Band aliases
Alias | Band | Resolution, m |
---|---|---|
BLUE | B02 | 10 |
GREEN | B03 | 10 |
RED | B04 | 10 |
REDMS | B05 | 20 |
REDEDGE | B05 | 20 |
NIR | B08 | 10 |
NIR2 | B8A | 20 |
NIRWV | B09 | 60 |
SWIR1 | B11 | 20 |
SWIR2 | B12 | 20 |
Index Aliases
Alias | General Formula | Sentinel-2 Formula |
---|---|---|
NDVI | (NIR-RED)/(NIR+RED) | (B8A-B04)/(B8A+B04) |
NDSI | (GREEN-SWIR1)/(GREEN+SWIR1) | (B03-B11)/(B03+B11) |
NDWI | (GREEN-NIR)/(GREEN+NIR) | (B03-B08)/(B03+B08) |
RECI | (NIR/RED)-1 | (B08/B04)-1 |
NDMI | (NIR-SWIR1)/(NIR+SWIR1) | (B08-B11)/(B08+B11) |
SAVI | 1.5*(NIR2-RED)/(NIR2+RED+0.5) | 1.5*(B8A-B04)/(B8A+B04+0.5) |
ARVI | (NIR-(RED-1*(BLUE-RED)))/(NIR+(RED-1*(BLUE-RED))) | (B08-(B04-1*(B02-B04)))/(B08+(B04-1*(B02-B04))) |
EVI | 2.5*((NIR2-RED)/(NIR2+6*RED-7.5*BLUE+1)) | 2.5*((B8A-B04)/(B8A+6*B04-7.5*B02+1)) |
GCI | NIR/GREEN-1 | B08/B03-1 |
SIPI | (NIR-BLUE)/(NIR-RED) | (B08-B02)/(B08-B04) |
NBR | (NIR2-SWIR2)/(NIR2+SWIR2) | (B8A-B12)/(B8A+B12) |
MSI | SWIR1/NIR2 | B11/B8A |
ISTACK | NDSI,NDVI,NDWI | (B03-B11)/(B03+B11),(B8A-B04)/(B8A+B04),(B03-B8A)/(B03+B8A) |
FIDET | SWIR2/(NIR2*NIRWV) | B12/(B8A*B09) |
NDRE | (NIR-REDEDGE)/(NIR+REDEDGE) | (B08-B05)/(B08+B05) |
CCCI | ((NIR-REDEDGE)/(NIR+REDEDGE))/((NIR-RED)/(NIR+RED)) | ((B08-B05)/(B08+B05))/((B08-B04)/(B08+B04)) |
MSAVI | (2*NIR+1-sqrt((2*NIR+1)^2-8*(NIR-RED)))/2 | (2*B08+1-sqrt((2*B08+1)^2-8*(B08-B04)))/2 |
Bands for MODIS
Band aliases
Alias | Band | Resolution, m |
---|---|---|
BLUE | B03 | 500 |
GREEN | B04 | 500 |
RED | B01 | 500 |
NIR | B02 | 500 |
SWIR1 | B06 | 500 |
SWIR2 | B07 | 500 |
Index Aliases
Alias | General Formula | MODIS Formula |
---|---|---|
NDVI | (NIR-RED)/(NIR+RED) | (B02-B01)/(B02+B01) |
NDSI | (GREEN-SWIR1)/(GREEN+SWIR1) | (B04-B06)/(B04+B06) |
NDWI | (GREEN-NIR)/(GREEN+NIR) | (B04-B02)/(B04+B02) |
RECI | (NIR/RED)-1 | (B02/B01)-1 |
NDMI | (NIR-SWIR1)/(NIR+SWIR1) | (B02-B06)/(B02+B06) |
SAVI | 1.5*(NIR-RED)/(NIR+RED+0.5) | 1.5*(B02-B01)/(B02+B01+0.5) |
ARVI | (NIR-(RED-1*(BLUE-RED)))/(NIR+(RED-1*(BLUE-RED))) | (B02-(B01-1*(B03-B01)))/(B02+(B01-1*(B03-B01))) |
EVI | 2.5*((NIR-RED)/(NIR+6*RED-7.5*BLUE+1)) | 2.5*((B02-B01)/(B02+6*B01-7.5*B03+1)) |
GCI | NIR/GREEN-1 | B02/B04-1 |
SIPI | (NIR-BLUE)/(NIR-RED) | (B02-B03)/(B02-B01) |
NBR | (NIR-SWIR2)/(NIR+SWIR2) | (B02-B07)/(B02+B07) |
MSI | SWIR1/NIR | B06/B02 |
ISTACK | NDSI,NDVI,NDWI | (B04-B06)/(B04+B06),(B02-B01)/(B02+B01),(B04-B02)/(B04+B02) |
Bands for NAIP
Band aliases
Alias | Band | Resolution, m |
---|---|---|
BLUE | B | 0.6 or 1 |
GREEN | G | 0.6 or 1 |
RED | R | 0.6 or 1 |
NIR | B | 0.6 or 1 |
Index Aliases
Alias | General Formula | NAIP Formula |
---|---|---|
NDVI | (NIR-RED)/(NIR+RED) | (N-R)/(N+R) |
NDWI | (GREEN-NIR)/(GREEN+NIR) | (G-N)/(G+N) |
RECI | (NIR/RED)-1 | (N/R)-1 |
SAVI | 1.5*(NIR-RED)/(NIR+RED+0.5) | 1.5*(N-R)/(N+R+0.5) |
ARVI | (NIR-(RED-1*(BLUE-RED)))/(NIR+(RED-1*(BLUE-RED))) | (N-(R-1*(B-R)))/(N+(R-1*(B-R))) |
EVI | 2.5*((NIR-RED)/(NIR+6*RED-7.5*BLUE+1)) | 2.5*((N-R)/(N+6*R-7.5*B+1)) |
GCI | NIR/GREEN-1 | N/G-1 |
SIPI | (NIR-BLUE)/(NIR-RED) | (N-B)/(N-R) |
Bands for CBERS4 MUX
Band aliases
Alias | Band | Resolution, m |
---|---|---|
BLUE | BAND5 | 30 |
GREEN | BAND6 | 30 |
RED | BAND7 | 30 |
NIR | BAND8 | 30 |
Index Aliases
Alias | General Formula | CBERS4MUX Formula |
---|---|---|
NDVI | (NIR-RED)/(NIR+RED) | (BAND8-BAND7)/(BAND8+BAND7) |
NDWI | (GREEN-NIR)/(GREEN+NIR) | (BAND6-BAND8)/(BAND6+BAND8) |
RECI | (NIR/RED)-1 | (BAND8/BAND7)-1 |
SAVI | 1.5*(NIR-RED)/(NIR+RED+0.5) | 1.5*(BAND8-BAND7)/(BAND8+BAND7+0.5) |
ARVI | (NIR-(RED-1*(BLUE-RED)))/(NIR+(RED-1*(BLUE-RED))) | (BAND8-(BAND7-1*(BAND5-BAND7)))/(BAND8+(BAND7-1*(BAND5-BAND7))) |
EVI | 2.5*((NIR-RED)/(NIR+6*RED-7.5*BLUE+1)) | 2.5*((BAND8-BAND7)/(BAND8+6*BAND7-7.5*BAND5+1)) |
GCI | NIR/GREEN-1 | BAND8/BAND6-1 |
SIPI | (NIR-BLUE)/(NIR-RED) | (BAND8-BAND5)/(BAND8-BAND7) |
Bands for CBERS4 WFI
Band aliases
Alias | Band | Resolution, m |
---|---|---|
BLUE | BAND13 | 64 |
GREEN | BAND14 | 64 |
RED | BAND15 | 64 |
NIR | BAND16 | 64 |
Index Aliases
Alias | General Formula | CBERS4AWFI Formula |
---|---|---|
NDVI | (NIR-RED)/(NIR+RED) | (BAND16-BAND15)/(BAND16+BAND15) |
NDWI | (GREEN-NIR)/(GREEN+NIR) | (BAND14-BAND16)/(BAND14+BAND16) |
RECI | (NIR/RED)-1 | (BAND16/BAND15)-1 |
SAVI | 1.5*(NIR-RED)/(NIR+RED+0.5) | 1.5*(BAND16-BAND15)/(BAND16+BAND15+0.5) |
ARVI | (NIR-(RED-1*(BLUE-RED)))/(NIR+(RED-1*(BLUE-RED))) | (BAND16-(BAND15-1*(BAND13-BAND15)))/(BAND16+(BAND15-1*(BAND13-BAND15))) |
EVI | 2.5*((NIR-RED)/(NIR+6*RED-7.5*BLUE+1)) | 2.5*((BAND16-BAND15)/(BAND16+6*BAND15-7.5*BAND13+1)) |
GCI | NIR/GREEN-1 | BAND16/BAND14-1 |
SIPI | (NIR-BLUE)/(NIR-RED) | (BAND16-BAND13)/(BAND16-BAND15) |
Bands for CBERS4 PAN5
Band aliases
Alias | Band | Resolution, m |
---|---|---|
PAN | BAND1 | 5 |
CBERS4 PAN10M
The CBERS-4 (China-Brazil Earth Resources Satellite-4A) satellite covers most of the Earth’s surface, including:
- South America
- Africa
- Asia
- Australia
- The Pacific Ocean
The satellite also has a number of specific areas of interest (AOIs) that it covers more frequently. These AOIs include:
- The Amazon rainforest
- The Sahel region
- The Tibetan Plateau
- The Mekong Delta
- The South China Sea
Band aliases
Alias | Band | Resolution, m |
---|---|---|
GREEN | BAND2 | 10 |
RED | BAND3 | 10 |
NIR | BAND4 | 10 |
Index Aliases
Alias | General Formula | CBERS4PAN10M Formula |
---|---|---|
NDVI | (NIR-RED)/(NIR+RED) | (BAND4-BAND3)/(BAND4+BAND3) |
NDWI | (GREEN-NIR)/(GREEN+NIR) | (BAND2-BAND4)/(BAND2+BAND4) |
RECI | (NIR/RED)-1 | (BAND4/BAND3)-1 |
SAVI | 1.5*(NIR-RED)/(NIR+RED+0.5) | 1.5*(BAND4-BAND3)/(BAND4+BAND3+0.5) |
GCI | NIR/GREEN-1 | BAND4/BAND2-1 |
Aliases with built-in filters
Alias | Filter |
---|---|
sentinel2l2a | processedL2A:true |
cbers4mux | sensor:MUX |
cbers4pan5m | sensor:PAN5M |
cbers5pan10m | sensor:PAN10M |
cbers4awfi | sensor:AWFI |
Search filters for datasets
Sentinel 2
Field | Type | Example |
---|---|---|
dataCoveragePercentage | Number | 58.3 |
cloudCoverage | Number | 15.6 |
latitudeBand | String | “S” |
originalTileMeta | String | |
utmZone | Number | 13 |
thumbnail | String | |
archivingTime | String | "2017-05-22" |
originalSceneID | String | "S2A_OPER_MSI_L1C_DS_MPS__20170521T231935_S20170521T183312_N02.05" |
sunElevation | Number | 67.82189640100191 |
awsPath | String | "tiles/12/S/UJ/2017/5/21/0" |
offsetXmlKey | String | "" |
productMetaLink | String | "http://..." |
gridSquare | String | "UJ" |
zenithAngle | Number | 22.1781035989981 |
tileOrigin | GeoJSON | |
satelliteName | String | "Sentinel-2A" |
timestamp | String | "2017-05-21T18:33:12.463Z" |
sceneID | String | "S2A_tile_20170521_12SUJ_0" |
dataGeometry | GeoJSON | |
date | String | "2017-05-21" |
productPath | String | "products/2017/5/21/S2A_MSIL1C_20170521T183311_N0205_R127_T12SUJ_20170521T183312" |
IndexingTime | String | "2017-05-24T01:51:02.692880" |
productName | String | "S2A_MSIL1C_20170521T183311_N0205_R127_T12SUJ_20170521T183312" |
tileGeometry | GeoJSON | |
azimuthAngle | Number | 144.624303340076 |
processedL2A | Boolean | true |
awsPathL2A | String | "tiles/12/S/UJ/2017/5/21/0" |
Landsat 9
Landsat 8
Field | Type | Example |
---|---|---|
PROCESSING_SOFTWARE_VERSION | String | LPGS_2.7.0 |
NADIR_OFFNADIR | String | NADIR |
sunAzimuth | Number | 135.1119557 |
onAmazon | Boolean | TRUE |
cloudCover | Number | 0 |
tileOrigin | GeoJSON | '' |
cartURL | String | http://... |
GROUND_CONTROL_POINTS_VERSION | Number | 4 |
path | Number | 37 |
BPF_NAME_TIRS | String | LT8BPF20170511075931_20170511102015.01 |
storedInCollection | String | 1 |
GROUND_CONTROL_POINTS_MODEL | Number | 541 |
row | Number | 33 |
imageQuality1 | Number | 9 |
IndexingTime | String | 2017-05-15T01:15:08.258251 |
TIRS_SSM_MODEL | String | PRELIMINARY |
GEOMETRIC_RMSE_MODEL | Number | 5.166 |
browseAvailable | String | Y |
dayOrNight | String | DAY |
CPF_NAME | String | LC08CPF_20170401_20170630_01.02 |
FULL_PARTIAL_SCENE | String | FULL |
DATA_TYPE_L1 | String | L1TP |
sceneStartTime | String | 2017-05-12T18:01:33.268145 |
dateUpdated | String | 2017-05-12 |
productID | String | LC08_L1TP_037033_20170512_20170512_01_RT |
sensor | String | OLI_TIRS |
thumbnail | String | http://... |
sunElevation | Number | 63.36343948 |
dataGeometry | GeoJSON | '' |
cloudCoverage | Number | 4.65 |
PROCESSING_SOFTWARE_VERSION | String | LPGS_2.7.0 |
satelliteName | String | landsat-8 |
COLLECTION_CATEGORY | String | RT |
BPF_NAME_OLI | String | LO8BPF20170512174715_20170512182017.01 |
date | String | 2017-05-12 |
CLOUD_COVER_LAND | Number | 4.65 |
GEOMETRIC_RMSE_MODEL_X | Number | 3.825 |
GEOMETRIC_RMSE_MODEL_Y | Number | 3.473 |
sceneStopTime | String | 2017-05-12T18:02:05.038143 |
DATE_L1_GENERATED | String | 2017-05-12 17:50:46 |
COLLECTION_NUMBER | Number | 1 |
sceneID | String | LC80370332017132LGN00 |
RLUT_FILE_NAME | String | LC08RLUT_20150303_20431231_01_12.h5 |
ROLL_ANGLE | Number | -0.001 |
receivingStation | String | LGN |
MODIS
Field | Type | Example |
---|---|---|
horizontalTileNumber | Number | 9 |
dataGeometry | GeoJSON | |
cloudCoverage | Number | 2 |
verticalTileNumber | Number | 5 |
dayOrNight | String | DAY |
sceneID | String | MCD43A4.A2017135.h09v05.006.2017144034603 |
satelliteName | String | modis |
BeginningDateTime | String | 2017-05-07T00:00:00 |
EndingDateTime | String | 2017-05-22T23:59:59.999999 |
thumbnail | String | https://... |
CBERS4
Field | Type | Example |
---|---|---|
acquisitionDate | String | 2018-02-22T14:54:12.478233 |
dataGeometry | GeoJSON | |
date | String | 2018-02-22 |
downloadUrl | String | CBERS4/MUX/182/104/CBERS_4_MUX_20180222_182_104_L2 |
metadataProcessingDate | String | 2018-02-24T17:50:43 |
path | Number | 182 |
processingLevel | Number | 2 |
row | Number | 104 |
satelliteName | String | CBERS-4 |
sceneID | String | CBERS_4_MUX_20180222_182_104_L2 |
sensor | String | MUX |
sunAzimuth | Number | 105.278 |
sunElevation | Number | 61.6459 |
NAIP
Field | Type | Example |
---|---|---|
awsPath | String | /nm/2016/1m/rgb/35103 |
dataGeometry | GeoJSON | |
date | String | 2016-05-24 |
direction | String | ne |
satelliteName | String | NAIP |
sceneID | String | m_3510320_ne_13_1_20160524 |
utmZone | Number | 13 |
quadrangle | Number | 3510320 |
Landsat 4
Field | Type | Example |
---|---|---|
browseAvailable | String | Y |
cartURL | String | http://... |
cloudCover | Number | 0 |
cloudCoverage | Number | 7 |
CPF_NAME | String | LM4CPF19830401_19931231.04 |
DATA_TYPE_L0RP | String | MSSA_L0RP |
DATA_TYPE_L1 | String | L1G |
date | String | 1992-08-23 |
dataGeometry | GeoJSON | |
DATE_L1_GENERATED | String | 2014-08-03 09:39:23 |
dateUpdated | String | 2014-08-03 |
DATUM | String | WGS84 |
dayOrNight | String | DAY |
ELLIPSOID | String | WGS84 |
EPHEMERIS_TYPE | String | PREDICTIVE |
GRID_CELL_SIZE_REFLECTIVE | Number | 60 |
IMAGE_QUALITY | Number | 9 |
IndexingTime | String | 2017-05-17T08:31:32.087446 |
L1_AVAILABLE | String | Y |
MAP_PROJECTION_L0RA | String | SOM |
MAP_PROJECTION_L1 | String | UTM |
OUTPUT_FORMAT | String | GEOTIFF |
ORIENTATION | String | NORTH_UP |
onGoogle | Boolean | true |
path | Number | 33 |
PRESENT_BAND_1 | String | Y |
PRESENT_BAND_2 | String | Y |
PRESENT_BAND_3 | String | Y |
PRESENT_BAND_4 | String | Y |
PRESENT_BAND_5 | String | N |
PRESENT_BAND_6 | String | N |
PRESENT_BAND_7 | String | N |
PRESENT_BAND_8 | String | N |
PROCESSING_SOFTWARE_VERSION | String | LPGS_12.4.1 |
REFLECTIVE_LINES | Number | 3499 |
REFLECTIVE_SAMPLES | Number | 3926 |
RESAMPLING_OPTION | String | CUBIC_CONVOLUTION |
row | Number | 36 |
satelliteName | String | landsat-4 |
satelliteNumber | String | LANDSAT_4 |
sceneID | String | LM40330361992236XXX01 |
sceneStartTime | String | 1992-08-23T16:47:04.719800 |
sensor | String | LANDSAT_MSS |
storedInCollection | String | PRE |
sunAzimuth | Number | 118 |
sunElevation | Number | 50 |
tileOrigin | GeoJSON | |
thumbnail | String | http://... |
UTM_ZONE | Number | 13 |
Landsat 5
Field | Type | Example |
---|---|---|
browseAvailable | String | Y |
cartURL | String | http://... |
cloudCover | Number | 0 |
cloudCoverage | Number | 7 |
CPF_NAME | String | LM4CPF19830401_19931231.04 |
DATA_TYPE_L0RP | String | MSSA_L0RP |
DATA_TYPE_L1 | String | L1G |
date | String | 1992-08-23 |
dataGeometry | GeoJSON | |
DATE_L1_GENERATED | String | 2014-08-03 09:39:23 |
dateUpdated | String | 2014-08-03 |
DATUM | String | WGS84 |
dayOrNight | String | DAY |
ELLIPSOID | String | WGS84 |
ELEVATION_SOURCE | String | GLS2000 |
EPHEMERIS_TYPE | String | PREDICTIVE |
GEOMETRIC_RMSE_MODEL | Number | |
GEOMETRIC_RMSE_MODEL_X | Number | 19.658 |
GEOMETRIC_RMSE_MODEL_Y | Number | |
GEOMETRIC_RMSE_VERIFY | Number | 0.55 |
GRID_CELL_SIZE_REFLECTIVE | Number | 60 |
GROUND_CONTROL_PONumberS_MODEL | Number | 428 |
GROUND_CONTROL_PONumberS_VERIFY | Number | 2302 |
IMAGE_QUALITY | Number | 9 |
IndexingTime | String | 2017-05-17T08:31:32.087446 |
L1_AVAILABLE | String | Y |
MAP_PROJECTION_L0RA | String | SOM |
MAP_PROJECTION_L1 | String | UTM |
OUTPUT_FORMAT | String | GEOTIFF |
ORIENTATION | String | NORTH_UP |
onGoogle | Boolean | true |
path | Number | 33 |
PRESENT_BAND_1 | String | Y |
PRESENT_BAND_2 | String | Y |
PRESENT_BAND_3 | String | Y |
PRESENT_BAND_4 | String | Y |
PRESENT_BAND_5 | String | N |
PRESENT_BAND_6 | String | N |
PRESENT_BAND_7 | String | N |
PRESENT_BAND_8 | String | N |
PROCESSING_SOFTWARE_VERSION | String | LPGS_12.4.1 |
REFLECTIVE_LINES | Number | 3499 |
REFLECTIVE_SAMPLES | Number | 3926 |
RESAMPLING_OPTION | String | CUBIC_CONVOLUTION |
row | Number | 36 |
satelliteName | String | landsat-4 |
satelliteNumber | String | LANDSAT_4 |
sceneID | String | LM40330361992236XXX01 |
sceneStartTime | String | 1992-08-23T16:47:04.719800 |
sensor | String | LANDSAT_MSS |
storedInCollection | String | PRE |
sunAzimuth | Number | 118 |
sunElevation | Number | 50 |
tileOrigin | GeoJSON | '' |
thumbnail | String | http://... |
UTM_ZONE | Number | 13 |
Sentinel 1
Sentinel-1 has two SAR bands: VV polarization: This band measures the backscatter from targets that are oriented vertically to the radar beam. This band is sensitive to surface roughness and can be used to map vegetation, soil, and urban areas. VH polarization: This band measures the backscatter from targets that are oriented horizontally to the radar beam. This band is sensitive to changes in surface moisture and can be used to map flooded areas, snow cover, and vegetation moisture. Bands combinations (from LV): VV,VH,VV/VH The “VV, VH, VV / VH” combination works well for distinguishing water objects, open soils, moistened agricultural fields, vegetation, and urban areas. Water in lakes is shown in dark blue, bright blue or black hues with radar signal noise. Blue hues show agricultural fields with bare soil, often sufficiently waterlogged. Fields with vegetation show a green color. High-rise buildings of a metropolis are represented by bright green-yellow shades. The runways of the airfields are shown in black. Forestry with dense vegetation are shown in dark green. Open dry surfaces are shown in red and crimson shades. Certain road surfaces and artificial structures can be displayed using the same color. VV, VH, VV The “VV, VH, VV” combination facilitates immediate viewing of open soils, which are displayed in pitch cherry color. Its saturation shows the level of moisture and salinity, as well as the presence of low vegetation. Field crops are displayed in bright green colors. Forest areas are well-distinguished, and displayed in light green shades with the inclusion of a cherry color. Other vegetation is displayed in shades of green. Anthropogenic areas are shown in pink.
Field | Type | Example |
---|---|---|
sceneID | String | "S1A_EW_GRDM_1SDH_20180101T235815_20180101T235900_019968_022024_478C" |
awsPath | String | "GRD/2018/1/1/EW/DH/S1A_EW_GRDM_1SDH_20180101T235815_20180101T235900_019968_022024_478C" |
productMetaLink | String | "http://..." |
date | String | "2018-01-01T23:58:15" |
absoluteOrbitNumber | Number | 19968 |
relativeOrbit | Number | 121 |
passDirection | String | "DESCENDING" |
missionId | String | "S1A" |
productType | String | "GRD" |
mode | String | "EW" |
polarization | String | "DH" |
dataGeometry | GeoJSON | |
missionDataTakeId | Number | 139300 |
Errors
error codes:
Error Code | Meaning |
---|---|
400 | Bad Request -- Your request is invalid. |
401 | Unauthorized -- Your API key is wrong. |
403 | Forbidden -- The kitten requested is hidden for administrators only. |
404 | Not Found -- The specified kitten could not be found. |
405 | Method Not Allowed -- You tried to access a kitten with an invalid method. |
406 | Not Acceptable -- You requested a format that isn't json. |
410 | Gone -- The kitten requested has been removed from our servers. |
418 | I'm a teapot. |
429 | Too Many Requests -- You're requesting too many kittens! Slow down! |
500 | Internal Server Error -- We had a problem with our server. Try again later. |
503 | Service Unavailable -- We're temporarily offline for maintenance. Please try again later. |