Combining multiple regression and principal component analysis for accurate predictions for column ozone in Peninsular Malaysia

Atmospheric Environment

Volumn 71, Issue , 2013, Pages 36-43

  Rajab, Jasim M ^a   MatJafri, M Z ^b   Lim, H S ^b  

^a UNIVERSITY OF MOSUL   (Iraq)

^b SCHOOL OF PHYSICS   (Malaysia)

Author keywords

Atmosphere infrared sounder (AIRS); Ozone (O3); Principal component analysis; Regression analysis

Indexed keywords

ACCURATE PREDICTION; ATMOSPHERE TEMPERATURE; ATMOSPHERIC INFRARED SOUNDERS; ATMOSPHERIC PARAMETERS; BEST MODEL; COLUMN OZONE; COLUMNAR OZONE; COMBINED METHOD; DATA SET; HIGH LOADINGS; INDEPENDENT VARIABLES; INFRARED SOUNDERS; LINEAR REGRESSION MODELS; MALAYSIA; MULTIPLE REGRESSION ANALYSIS; MULTIPLE REGRESSIONS; PREDICTION ACCURACY; PREDICTOR VARIABLES; REGRESSION EQUATION; ROTATED PRINCIPAL COMPONENTS; SEPARATE ANALYSIS; SKIN SURFACE TEMPERATURE; STUDY AREAS; SURFACE PRESSURES; SURFACE TEMPERATURES; VARIABLE SELECTION METHODS; WATER VAPOUR;

ATMOSPHERIC TEMPERATURE; ATMOSPHERIC THERMODYNAMICS; CARBON MONOXIDE; FORECASTING; INFRARED DEVICES; LINEAR REGRESSION; LOADING; METHANE; NASA; OZONE; PRINCIPAL COMPONENT ANALYSIS; REGRESSION ANALYSIS; STATISTICS; STORM SEWERS; SURFACE PROPERTIES; VAPORS;

INFRARED INSTRUMENTS;

METHANE; OZONE;

ACCURACY ASSESSMENT; AIR TEMPERATURE; CARBON MONOXIDE; CLIMATE PREDICTION; COLUMN; METHANE; MONSOON; PRINCIPAL COMPONENT ANALYSIS; REGRESSION ANALYSIS; RELATIVE HUMIDITY; WATER VAPOR;

ACCURACY; ARTICLE; HUMIDITY; INFRARED RADIATION; MALAYSIA; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL; SEASON; SEPARATION ANXIETY; SKIN SURFACE; WATER VAPOR;

MALAYSIA; WEST MALAYSIA;

EID: 84874357530     PISSN: 13522310     EISSN: 18732844     Source Type: Journal    
DOI: 10.1016/j.atmosenv.2013.01.019     Document Type: Article

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