Published May 17, 2020
| Version V1.0
Dataset
Open
GLASS Land Surface Temperature product (1981-2000): instantaneous LST
- 1. School of Resources and Environment, Center for Information Geoscience, University of Electronic Science and Technology of China; Institute of Meteorology and Climate Research, Karlsruhe Institute of Technology, Germany
- 2. School of Resources and Environment, Center for Information Geoscience, University of Electronic Science and Technology of China
- 3. Institute of Meteorology and Climate Research, Karlsruhe Institute of Technology, Germany
- 4. Department of Geographical Sciences, University of Maryland
Contributors
Contact person:
- 1. School of Resources and Environment, Center for Information Geoscience, University of Electronic Science and Technology of China;
Description
- GLASS Land Surface Temperature product (1981-2000): instantaneous LST have been produced from historical NOAA AVHRR data. The LST data were generated by integrating several Split-Window Algorithms with the Random Forest method (RF-SWA). The individual SWAs and the RF-SWA were trained and tested on simulation datasets obtained from globally representative atmospheric profiles. The validation against in-situ LST shows that the GLASS LST product has a precision of 1.18 K.
- The dataset is organized by year and a sample data is provided in simple.zip
- Further details can be found in the readme.pdf.
Notes
The dataset is also available at the National Earth System Science Data Center, National Science & Technology Infrastructure of China (http://www.geodata.cn/thematicView/GLASS.html) and the University of Maryland (http://glass.umd.edu/LST/)
Files
1981.zip
Files
(22.7 GB)
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Additional details
Related works
- Is identical to
- Dataset: 10.12041/geodata.GLASS_LST_INS_AVHRR(0.05D).ver1.db (DOI)