Investigating the Influence of Meteorological Parameters on the Accuracy of Sea-Level Prediction Models in Sabah, Malaysia

This study aims to investigate the impact of meteorological parameters such as wind direction, wind speed, rainfall, and mean cloud cover on sea-level rise projections for different time horizons—2019, 2023, 2028, 2048, and 2068—at three stations located in Kudat, Sandakan, and Kota Kinabalu, which are districts in the state of Sabah, Malaysia. Herein, two different scenarios, scenario1 (SC1) and scenario2 (SC2), were investigated, with each scenario comprising a different combination of input parameters. This study proposes two artificial intelligence techniques: a multilayer perceptron neura... Mehr ...

Verfasser: T. Olivia Muslim
Ali Najah Ahmed
M. A. Malek
Haitham Abdulmohsin Afan
Rusul Khaleel Ibrahim
Amr El-Shafie
Michelle Sapitang
Mohsen Sherif
Ahmed Sefelnasr
Ahmed El-Shafie
Dokumenttyp: Text
Erscheinungsdatum: 2020
Verlag/Hrsg.: Multidisciplinary Digital Publishing Institute
Schlagwörter: sea level rise / meteorological parameters / prediction / MLP-ANN / ANFIS
Sprache: Englisch
Permalink: https://search.fid-benelux.de/Record/base-27254142
Datenquelle: BASE; Originalkatalog
Powered By: BASE
Link(s) : https://doi.org/10.3390/su12031193