ASTER L1T Cloud-Optimized GeoTIFFs

Stream data with DDA:

from dagshub.streaming import DagsHubFilesystem

fs = DagsHubFilesystem(".", repo_url="https://dagshub.com/DagsHub-Datasets/aster-l1t-dataset")

fs.listdir("s3://aster-l1t")

Description:

The Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) Level 1 Precision Terrain Corrected Registered At-Sensor Radiance (AST_L1T) data contains calibrated at-sensor radiance, which corresponds with the ASTER Level 1B (AST_L1B), that has been geometrically corrected, and rotated to a north-up UTM projection. The AST_L1T is created from a single resampling of the corresponding ASTER L1A (AST_L1A) product.

The precision terrain correction process incorporates GLS2000 digital elevation data with derived ground control points (GCPs) to achieve topographic accuracy for all daytime scenes where correlation statistics reach a minimum threshold. Alternate levels of correction are possible (systematic terrain, systematic, or precision) for scenes acquired at night or that otherwise represent a reduced quality ground image (e.g., cloud cover).

Each AST_L1T granule is converted into three different COG files based on the sensor and spatial resolution, VNIR at 15m, SWIR at 30m and TIR at 90m. The metadata required to transform the digital numbers (DN) to radiance and reflectance values are also incorporated as metadata in the TIFF files. The filenaming convention and the organization of bands are described here.

Contact:

The Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) Level 1 Precision Terrain Corrected Registered At-Sensor Radiance (AST_L1T) data contains calibrated at-sensor radiance, which corresponds with the ASTER Level 1B (AST_L1B), that has been geometrically corrected, and rotated to a north-up UTM projection. The AST_L1T is created from a single resampling of the corresponding ASTER L1A (AST_L1A) product.

The precision terrain correction process incorporates GLS2000 digital elevation data with derived ground control points (GCPs) to achieve topographic accuracy for all daytime scenes where correlation statistics reach a minimum threshold. Alternate levels of correction are possible (systematic terrain, systematic, or precision) for scenes acquired at night or that otherwise represent a reduced quality ground image (e.g., cloud cover).

Each AST_L1T granule is converted into three different COG files based on the sensor and spatial resolution, VNIR at 15m, SWIR at 30m and TIR at 90m. The metadata required to transform the digital numbers (DN) to radiance and reflectance values are also incorporated as metadata in the TIFF files. The filenaming convention and the organization of bands are described here.

Update Frequency:

Daily

Managed By:

https://descarteslabs.com/

Collabs:

• ASDI:
  • Tags: satellite imagery

Resources:

1. resource:

   • Description: Imagery and metadata
   • ARN: arn:aws:s3:::aster-l1t
   • Region: us-west-2
   • Type: S3 Bucket
   • RequesterPays: False

2. resource:

   • Description: New image notifications
   • ARN: arn:aws:sns:us-west-2:526859492376:aster-l1t-object_created
   • Region: us-west-2
   • Type: SNS Topic

Tags:

aws-pds, earth observation, satellite imagery, geospatial, natural resource, sustainability, mining, cog

Tutorials:

1. tutorial:
   • Title: Working with ASTER L1T Visible and Near Infrared (VNIR) Data in R
   • URL: https://lpdaac.usgs.gov/documents/128/ASTER_L1T_Tutorial.html
   • AuthorName: Cole Krehbiel
   • AuthorURL: https://lpdaac.usgs.gov/

Tools & Applications:

1. tools & applications:

   • Title: Descartes Labs Platform
   • URL: https://descarteslabs.com/platform
   • AuthorName: Descartes Labs Inc.
   • AuthorURL: https://descarteslabs.com

2. tools & applications:

   • Title: Latitude-Longitude to Path-Row conversion
   • URL: https://landsat.usgs.gov/landsat_acq#convertPathRow
   • AuthorName: USGS
   • AuthorURL: https://landsat.usgs.gov

3. tools & applications:

   • Title: LatLongToWRS
   • URL: https://github.com/robintw/LatLongToWRS
   • AuthorName: Robin Wilson
   • AuthorURL: https://blog.rtwilson.com/converting-latitudelongitude-co-ordinates-to-landsat-wrs-2-pathsrows/

Publication:

1. publication:

   • Title: ASTER L1T Product User Guide
   • URL: https://lpdaac.usgs.gov/documents/647/AST__L1T_User_Guide_V3.pdf
   • AuthorName: USGS EROS Data Center
   • AuthorURL: https://lpdaac.usgs.gov/products/ast_l1tv003/

2. publication:

   • Title: ASTER L1T Algorithm Theoretical Basis
   • URL: https://lpdaac.usgs.gov/documents/1400/AST_L1T_ATBD_V1.pdf
   • AuthorName: David Meyer, Dawn Siemonsma, Barbara Brooks, and Lowell Johnson
   • AuthorURL: None

3. publication:

   • Title: ASTER L1T Product Specification
   • URL: https://lpdaac.usgs.gov/documents/1401/ASTER_L1T_Product_Specification_v1.pdf
   • AuthorName: USGS EROS Data Center