Cloud properties derived from space observations are immensely valuable for climate studies and model evaluation, even though the statistics of some properties may be affected by inherent instrument capabilities or retrieval methodology. Cloud masking can then be added or other data can be brought in to merge to remove the cloud cover if that is desired. The ESA Sentinel-2 satellites are two identical 13 band multi-spectral satellites with down to 10 m resolution, operating in opposite sides of the orbit to provide a revisiting time of 5 days. These satellites provide the basis for one of the largest publicly available datasets produced, already in excess of 25 PB (Zhu et al., 2017). Avec le Cloud d’Orange, mes fichiers me suivent partout. • ICECAP depends on a limited number of input parameters and can be applied to operational satellite analysis systems. Les données sont hébergées en France et sont chiffrées lors des transferts depuis ou vers le Service. The method provides digital datasets in the form of maps of cloud classes, cloud top height, and cloud top temperature. Cloud coverage, identification, satellite data INTRODUCTION Clouds are one of the most important forces of Earth’s heat balance and hydrological cycle, and at the same time one of the least understood. CLOUD COVERAGE IDENTIFICATION USING SATELLITE DATA AND K-MEAN CLUSTERING ALGORITHM T. Gomasathit Department of Physics, Faulty of Science, Mahasarakham University, Khamriang, Kantarawichai, Mahasarakham, 44150, Thailand tosak.g@msu.ac.th, msuscienceteam@hotmail.com Abstract: The primary objective of this study is to identify cloud coverage over the Thailand region by using satellite … Applications of the SDLAC … [39] The iterative SDLAC algorithm can be tuned to produce very stable clusters using a wide variety of satellite data types and can be utilized as a tool for cloud identification (e.g., cumulus identification for convection initiation purposes). Accessing Sentinel-2 Cloudless Satellite Imagery Data sources by Sentinel can be obtained for free from the Copernicus Open Access Hub ( https://scihub.copernicus.eu/ ). Stockez vos fichiers en toute sécurité. The main purpose of the method is the identification and classification of clouds in satellite images with the subsequent retrieval of quantitative characteristics. • ICECAP allows clear/cloud identification and cloud classification (cloud phase and type) from IR high spectral resolution satellite data.
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