Brief description
A `weighted geometric median' approach has been used to estimate the median surface reflectance of the barest state (i.e., least vegetation) observed through Landsat-8 Operational Land Image (OLI) observations from 2013 to September 2018 to generate a six-band Landsat-8 Barest Earth pixel composite mosaic over the Australian continent. The bands include BLUE (0.452 - 0.512), GREEN (0.533 - 0.590), RED, (0.636 - 0.673) NIR (0.851 - 0.879), SWIR1 (1.566 - 1.651) and SWIR2 (2.107 - 2.294) wavelength regions. The weighted median approach is robust to outliers (such as cloud, shadows, saturation, corrupted pixels) and also maintains the relationship between all the spectral wavelengths in the spectra observed through time. The product reduces the influence of vegetation and allows for more direct mapping of soil and rock mineralogy. Reference: Dale Roberts, John Wilford, and Omar Ghattas (2018). Revealing the Australian Continent at its Barest, submitted. Value: Has broad application in mapping surface geochemistry and mineralogy of exposed soil and bedrock. Has applications in geological mapping and natural resource management including mapping of soil characteristics. Scope: Two enhanced bare earth products have been generated reflecting different Landsat satellites and acquisition periods. The first only uses Landsat 8 observations from 2013 to 2018. The second incorporates the full 30+ year archive combining Landsat 5, 7, and 8 from 1986 to 2018.Lineage
Maintenance and Update Frequency: annually
Statement: Source: Landsat series satellites (5, 7 and 8) from the mid-80’s to the present day. Imagery computed by Geoscience Australia staff from Earth Observation (EO) data contained in other collections
Form: Bare earth Landsat Images as geotifs for 6 bands covering the visible, near infrared and Shortwave infrared region
This Collection record was created to enhance the discoverability and management of the individual products contained in the collection. See the individual eCat records for product specific lineage.
Form: Bare earth Landsat Images as geotifs for 6 bands covering the visible, near infrared and Shortwave infrared region
This Collection record was created to enhance the discoverability and management of the individual products contained in the collection. See the individual eCat records for product specific lineage.
Notes
PurposeHas broad application in mapping surface geochemistry and mineralogy of exposed soil and bedrock. Has applications in geological mapping and natural resource management including mapping of soil characteristics.
Issued: 24 02 2022
Data time period: 2013-05-01 to 2018-09-20
text: westlimit=112.00; southlimit=-44.00; eastlimit=154.00; northlimit=-9.00
Subjects
Bare Earth |
DC2020 |
EARTH SCIENCES |
HVC - High Value Collection |
HVC_144632 |
Imagery Soil, Regolith and Geology |
Landsat 8 |
Landsat TM |
Mapping soil and bedrock |
Published_External |
Remote sensing soil and bedrock |
Rock Mineralogy |
Soil Mineralogy |
geoscientificInformation |
User Contributed Tags
Login to tag this record with meaningful keywords to make it easier to discover
Identifiers
- URI : pid.geoscience.gov.au/dataset/ga/144632
- global : 2462abb0-de04-44dc-b1f6-beac5064df5d