From discovery to visualization, data tools such as Worldview, Earthdata Search, and Fire Information for Resource Management System (FIRMS) guide users in making the most of reflectance data.
Reflectance Data Access and Tools
Reflectance Datasets
| Dataset Sort descending | Version | Platform | Instrument | Temporal Extent | Spatial Extent | Spatial Resolution | Data Format |
|---|---|---|---|---|---|---|---|
| Sentinel-3B OLCI Level-2 Regional Earth-observation Full Resolution (EFR) Ocean Color (OC) - Near Real-time Data, version 2022.0 | 2022.0 | Sentinel-3B | OLCI | 2018-04-25 to Present |
N: 90 S: -90 E: 180 W: -180 |
netCDF-4 | |
| Sentinel-3B OLCI Level-2 Regional Earth-observation Full Resolution (EFR) Ocean Color (OC) Data, version 2022.0 | 2022.0 | Sentinel-3B | OLCI | 2018-04-25 to Present |
N: 90 S: -90 E: 180 W: -180 |
netCDF-4 | |
| Sentinel-3B OLCI Level-2 Regional Earth-observation Reduced Resolution (ERR) Ocean Color (OC) - Near Real-time (NRT) Data, version 2022.0 | 2022.0 | Sentinel-3B | OLCI | 2018-04-25 to Present |
N: 90 S: -90 E: 180 W: -180 |
netCDF-4 | |
| Sentinel-3B OLCI Level-2 Regional Earth-observation Reduced Resolution (ERR) Ocean Color (OC) Data, version 2022.0 | 2022.0 | Sentinel-3B | OLCI | 2018-04-25 to Present |
N: 90 S: -90 E: 180 W: -180 |
netCDF-4 | |
| Sentinel-3B OLCI Level-3 Global Binned Earth-observation Reduced Resolution (ERR) Remote-Sensing Reflectance (RRS) - Near Real-time (NRT) Data, version 2022.0 | 2022.0 | Sentinel-3B | OLCI | 2018-04-25 to Present |
N: 90 S: -90 E: 180 W: -180 |
netCDF-4 | |
| Sentinel-3B OLCI Level-3 Global Binned Earth-observation Reduced Resolution (ERR) Remote-Sensing Reflectance (RRS) Data, version 2022.0 | 2022.0 | Sentinel-3B | OLCI | 2018-04-25 to Present |
N: 90 S: -90 E: 180 W: -180 |
netCDF-4 | |
| Sentinel-3B OLCI Level-3 Global Mapped Earth-observation Reduced Resolution (ERR) Remote-Sensing Reflectance (RRS) - Near Real-time (NRT) Data, version 2022.0 | 2022.0 | Sentinel-3B | OLCI | 2018-04-25 to Present |
N: 90 S: -90 E: 180 W: -180 |
netCDF-4 | |
| Sentinel-3B OLCI Level-3 Global Mapped Earth-observation Reduced Resolution (ERR) Remote-Sensing Reflectance (RRS) Data, version 2022.0 | 2022.0 | Sentinel-3B | OLCI | 2018-04-25 to Present |
N: 90 S: -90 E: 180 W: -180 |
netCDF-4 | |
| SHIFT: AVIRIS-NG L2A Orthorectified Surface Reflectance, V2 | 2 | B-200 | AVIRIS-NG | 2022-02-24 to 2022-09-15 |
N: 35.1161 S: 33.9039 E: -118.036 W: -120.643 |
multiple | |
| SHIFT: AVIRIS-NG L2A Unrectified Surface Reflectance Version 1 | 1 | B-200 | AVIRIS-NG | 2022-02-24 to 2022-05-29 |
N: 34.8994 S: 33.8561 E: -117.847 W: -120.643 |
ENVI | |
| SHIFT: Pseudo-invariant Targets, ASD Field Spectrometer Measurements, 2022 | 1 | FIELD INVESTIGATION | SPECTRORADIOMETERS, SUN PHOTOMETERS | 2022-03-01 to 2022-09-15 |
N: 34.75 S: 34.68 E: -120.03 W: -120.05 |
multiple | |
| SHIFT: Ramses Trios Radiometer Above Water Measurements, Santa Barbara Sea, CA | 1 | FIELD SURVEYS | RADIOMETERS | 2022-04-05 to 2022-05-29 |
N: 34.414 S: 34.4064 E: -119.681 W: -119.691 |
CSV | |
| Shuttle SBUV (SSBUV) Level 2 Ozone Profile and Total Column, Aerosol Index, and UV-Reflectivity V008 (SSBUVO3) | 008 | STS-34, STS-41, STS-43, STS-45, STS-56, STS-62, STS-66, STS-72 | SSBUV | 1996-01-12 to 1996-01-18 |
N: 23 S: -29 E: 180 W: -180 N: 58 S: -57 E: 180 W: -180 N: 39 S: -28 E: 180 W: -180 N: 56 S: -57 E: 180 W: -180 N: 57 S: -36 E: 180 W: -180 N: 29 S: -25 E: 180 W: -180 N: 28 S: -29 E: 180 W: -180 N: 34 S: -7 E: 180 W: -180 |
50 Kilometers x 50 Kilometers | |
| SISTER: Experimental Workflows, Product Generation Environment, and Sample Data, V004 | 4 | NOAA Twin Otter, NASA ER-2 | AVIRIS | 2011-05-13 to 2018-01-26 |
N: 39.0817 S: 21.2023 E: -107.962 W: -158.055 |
multiple | |
| Site Averaged AMS Data: 1987 (Betts) | 1 | METEOROLOGICAL STATIONS | THERMOMETERS, BAROMETERS, NET RADIOMETERS, RAIN GAUGES, PYRANOMETERS, ANEMOMETERS | 1987-05-01 to 1987-12-31 |
N: 39.1161 S: 38.9753 E: -96.447 W: -96.611 |
CSV | |
| Site Averaged AMS Data: 1987-1989 (Betts) | 1 | METEOROLOGICAL STATIONS | THERMOMETERS, BAROMETERS, NET RADIOMETERS, RAIN GAUGES, PYRANOMETERS, ANEMOMETERS | 1987-05-01 to 1989-11-19 |
N: 39.1161 S: 38.9753 E: -96.447 W: -96.611 |
CSV | |
| Site Averaged AMS Data: 1988 (Betts) | 1 | METEOROLOGICAL STATIONS | THERMOMETERS, BAROMETERS, NET RADIOMETERS, RAIN GAUGES, PYRANOMETERS, ANEMOMETERS | 1988-01-01 to 1988-12-31 |
N: 39.1161 S: 38.9753 E: -96.447 W: -96.611 |
CSV | |
| Site Averaged AMS Data: 1989 (Betts) | 1 | METEOROLOGICAL STATIONS | THERMOMETERS, BAROMETERS, NET RADIOMETERS, RAIN GAUGES, PYRANOMETERS, ANEMOMETERS | 1989-01-01 to 1989-11-10 |
N: 39.1161 S: 38.9753 E: -96.447 W: -96.611 |
CSV | |
| Site AVIRIS Images, 1992 (ACCP) | 1 | NASA ER-2 | AVIRIS | 1992-06-02 to 1992-08-20 |
N: 45.2222 S: 29.7 E: -68.7356 W: -121.763 |
Binary | |
| SMAPVEX16 Manitoba CropScan Data V001 | 1 | FIELD SURVEYS | INFRARED RADIOMETERS | 2016-06-13 to 2016-07-12 |
N: 49.76117 S: 49.38533 E: -97.75626 W: -98.09842 |
CSV, KMZ | |
| S-MODE PRISM Level 2a Reflectance Version 1 | 1 | G-III | PRISM | 2022-10-19 to 2023-05-10 |
N: 40 S: 35 E: -122 W: -130 |
ENVI | |
| SNF NS001-TMS Canopy Reflectance 1983-84 | 1 | C-130 | TMS | 1983-07-13 to 1984-06-28 |
N: 48.1697 S: 47.6575 E: -91.7658 W: -92.5058 |
ASCII | |
| SNF Satellite Image Data Inventory | 1 | LANDSAT-1, LANDSAT-2, LANDSAT-3, LANDSAT-4, LANDSAT-5, SPOT-1 | MSS, TM, MULTI-SPECTRAL | 1986-01-01 to 1986-12-31 |
N: 48.1697 S: 47.6575 E: -91.7658 W: -92.5058 |
ASCII | |
| SnowEx17 Laser Snow Microstructure Specific Surface Area Data V001 | 1 | GROUND-BASED OBSERVATIONS | IRIS, IceCube | 2017-02-07 to 2017-02-25 |
N: 39.10595 S: 39.00035 E: -107.86944 W: -108.21907 |
PNG, CSV | |
| SnowEx20 Laser Snow Microstructure Specific Surface Area Data V001 | 1 | GROUND-BASED OBSERVATIONS | IRIS, IceCube | 2020-01-27 to 2020-02-12 |
N: 39.06417 S: 39.0087 E: -108.00312 W: -108.22143 |
PNG, CSV |
Featured Reflectance Observation Method: MODIS
The Moderate Resolution Imaging Spectroradiometer (MODIS) is a key instrument aboard the Terra and Aqua platforms. Terra and Aqua survey Earth's surface every one to two days, acquiring data in 36 spectral bands. The MODIS surface reflectance products provide an estimate of the surface spectral reflectance as it would be measured at ground level in the absence of atmospheric scattering or absorption.
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