A predictive model for reach morphology classification in mountain streams using multilayer perceptron methods

Water Resources Research

Volumn 45, Issue 12, 2009, Pages

  Altunkaynak, Abdüsselam ^a,b   Strom, Kyle B ^b  

^a ISTANBUL TECHNICAL UNIVERSITY   (Turkey)

^b UNIVERSITY OF HOUSTON   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BANKFULL; CHANNEL SLOPE; CLASSIFICATION MODELS; INPUT VARIABLES; LINEAR REGRESSION METHODS; LINEAR REGRESSION MODELS; MODEL CALIBRATION; MODEL PERFORMANCE; MORPHOLOGY CLASSIFICATION; MOUNTAIN STREAMS; MULTI LAYER PERCEPTRON; MULTILAYER PERCEPTRONS; PLANE BED; PLANE-BED REACHES; PREDICTIVE ACCURACY; PREDICTIVE MODELS; SEDIMENT SIZE; PREDICTIVE MODELING;

CALIBRATION; ELECTRIC LOADS; LANDFORMS; MORPHOLOGY; MULTILAYERS; REGRESSION ANALYSIS; STREAM FLOW; CLASSIFICATION (OF INFORMATION); LINEAR REGRESSION; MATHEMATICAL MODELS;

LAKES;

ACCURACY ASSESSMENT; CALIBRATION; FLUVIAL GEOMORPHOLOGY; MOUNTAIN STREAM; NUMERICAL MODEL; POOL; REGRESSION ANALYSIS; RIFFLE;

EID: 72149111639     PISSN: 00431397     EISSN: None     Source Type: Journal    
DOI: 10.1029/2009WR008055     Document Type: Article

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