Surface temperature downscaling from multiresolution instruments based on Markov models

IEEE Transactions on Geoscience and Remote Sensing

Volumn 51, Issue 3, 2013, Pages 1588-1612

  Kallel, Abdelaziz ^a   Ottlé, Catherine ^b   Le Hégarat Mascle, Sylvie ^c   Maignan, Fabienne ^b   Courault, Dominique ^d  

^a UNIVERSITY OF SFAX   (Tunisia)

^b LABORATOIRE DES SCIENCES DU CLIMAT ET DE L ENVIRONNEMENT   (France)

^c UNIVERSITÉ PARIS SACLAY   (France)

^d UNIVERSITY OF AVIGNON   (France)

Author keywords

Data downscaling; land surface temperature (LST); Markov random field (MRF) chain; maximum a posteriori (MAP) criterion

Indexed keywords

CHAIN MODELS; DOWN-SCALING; DOWNSCALING METHODS; ENDMEMBERS; GAUSSIAN VARIABLES; HIGH RESOLUTION; HIGH SPATIAL RESOLUTION; HIGH TEMPORAL RESOLUTION; INTERCALIBRATION; INVERSION PROCEDURE; LAND COVER; LAND COVER/USE; LAND SURFACE; LAND SURFACE MODELS; LAND SURFACE TEMPERATURE; LAND-COVER TYPES; LOW RESOLUTION; MARKOV MODEL; MARKOV RANDOM FIELD MODEL; MARKOV RANDOM FIELDS; MAXIMUM A POSTERIORI; MAXIMUM A POSTERIORI CRITERIONS; METEOSAT; METEOSAT-8; MIXED PIXEL; MOST LIKELY; MULTI-RESOLUTIONS; OBSERVATION ERRORS; PERFORMANCE EVALUATION; PRIORI INFORMATION; PRIORI KNOWLEDGE; SEVIRI INSTRUMENTS; SPATIAL DEPENDENCIES; SPATIAL RESOLUTION; SUB PIXELS; SURFACE TEMPERATURES; TEMPERATURE VALUES; TEMPORAL AND SPATIAL CORRELATION; TEMPORAL RESOLUTION; THERMAL INFRARED;

ATMOSPHERIC TEMPERATURE; ESTIMATION; IMAGE RECONSTRUCTION; IMAGE RESOLUTION; IMAGE SEGMENTATION; INSTRUMENTS; MARKOV PROCESSES; RANDOM VARIABLES; SURFACE PROPERTIES; WEATHER SATELLITES;

PIXELS;

ACCURACY ASSESSMENT; AGRICULTURAL LAND; ASTER; CALIBRATION; DATA SET; DOWNSCALING; LAND CLASSIFICATION; LAND COVER; LAND SURFACE; MARKOV CHAIN; METEOSAT; NUMERICAL MODEL; PIXEL; SEVIRI; SPATIAL RESOLUTION; SURFACE TEMPERATURE; TEMPERATURE PROFILE;

FRANCE;

EID: 84874658385     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2012.2207461     Document Type: Article

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