Data · dataset · 2020
Global Sensitivity Analysis of the SCOPE Model in Sentinel-3 Bands: Thermal Domain Focus
Listed in DANS Data Station Physical and Technical Sciences
The research was done on synthetic data, i.e. the data was generated by models: RTMo, 6S, SCOPE and SCOPE emulator, based on gaussian process regression (gp_emulator).
Description
The results were analyzed with SALib Python package. For the sake of storage space we do not provide intermediate results.
The provided data is input parameters, final results (top of atmosphere (TOC) radiance in optical domain, top of canopy (TOC) thermal radiance, land surface temperature (LST)) and sensitivity indices. Should you have any interest in the intermediate data (TOC reflectance factors, 6S atmospheric coefficients), please, contact the corresponding author e.prikaziuk@utwente.nl. Links to all software packages are available in the article and are also duplicated here.
Read the rest (1 more)
SCOPE v.1.73 github.com/Christiaanvandertol/SCOPE docs: scope-model.rtfd.io RTMo retrieval algorithm github.com/Prikaziuk/retrieval_rtmo docs: scope-model.rtfd.io/en/latest/retrieval.html Py6S github.com/robintw/Py6S docs: py6s.readthedocs.io SALib github.com/SALib/SALib docs: salib.rtfd.io gp_emulator github.com/jgomezdans/gp_emulator docs: gp-emulator.rtfd.io Date Submitted: 2020-02-21
Links
Where it is published
- Dataverse dataset page phys-techsciences.datastations.nl/dataset.xhtml?persistentId=doi%3A10.17026%2FDANS-ZNV-STTU ↗
landing page · from phys techsciences datastations nl
- DOI doi.org/10.17026/dans-znv-sttu ↗
DOI / persistent id · from phys techsciences datastations nl
Catalogue records · 1
- Dataverse API phys-techsciences.datastations.nl/api/datasets/:persistentId/?persistentId=doi%3A10.17026%2FDANS… ↗
metadata API · from phys techsciences datastations nl
Topics
- Stated by source
- Computer and Information Science · Earth and Environmental Sciences
- From keywords
- Earth & Environmental Science
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| DANS Data Station Physical and Technical Sciences | doi:10.17026/DANS-ZNV-STTU | 10 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].dataverse_subject:computer-and-information-science | source · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 | /subjects |
| concepts[field].dataverse_subject:earth-and-environmental-sciences | source · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 | /subjects |
| concepts[field].local:field:earth-environmental | mapping · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 | /subjects |
| created_date | source · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 | |
| description | source · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 | /description |
| publication_date | source · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 | |
| title | source · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 | /name |
| updated_date | source · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 | |
| version_label | source · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 |