Estimated sea surface temperature at 1 km spatial resolution (20240719T100805Z)

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Serpico, Bruno Sebastiano;Moser, Gabriele;Basit, Abdul;Castellano, Michela;Massa, Francesco;Ciuffardi, Tiziana

Description

The dataset consists of estimated sea surface temperature (SST) obtained as the output of a machine learning model. Thermal infrared data from the Sentinel-3 mission of the Copernicus programme of the European Union, together with in situ sea-truth temperature measurements provided by colleagues at UNIGE-DISTAV and ENEA, are used to train the model within a supervised machine learning framework Full metadata: https://erddap.s4raise.it/erddap/info/unige-diten_sea_surface_temperature_final_output_20240719T100805/index.htmlThis dataset is part of the RAISE Spoke 3 project outcomes. RAISE is an innovation ecosystem funded by the Ministry of University and Research under the National Recovery and Resilience Plan (NRRP, Mission 4, Component 2, Investment 1.5).

Citations (0)

Mentions (0)

Metrics

Dataset Index

0.7

FAIR Score

88%

Citations

0

Mentions

0

Metrics Over Time

Publication Details

DOI

Publisher

Zenodo

License

Creative Commons Attribution 4.0 International

Assigned Domain

Subfield

Global and Planetary Change

Field

Environmental Science

Domain

Physical Sciences

Confidence Score

32%

Source

Scholar Data Model

Keywords

Copernicus ProgrammeEarth Science > Oceans > Ocean Temperature > Water Temperature (46206E8C-8Def-406F-9E62-Da4E74633A58)Earth Science Services > Models > Machine Learning Models (fe4392b0-13a9-43ff-bacc-f44a65aed4fa)Earth Science Services > Models > Machine Learning Models > Ensemble Models > Random Forest (A68048F4-181C-4C6C-9Bfa-9E4171E9F237)Instruments > Earth Remote Sensing Instruments (6015ef7b-f3bd-49e1-9193-cc23db566b69)Ligurian SeaMachine LearningMarine EnvironmentMondrian ForestRandom ForestRemote SensingSatellite OceanographySea Surface TemperatureSentinel-3Space-based Platforms > Earth Observation Satellites (3466eed1-2fbb-49bf-ab0b-dc08731d502b)Thermal Infrared

Normalization Factors

FT

40.38

CTw

1.00

MTw

1.00