Assessing Coastal Flood Susceptibility in East Java, Indonesia: Comparison of Statistical Bivariate and Machine Learning Techniques

QR Code

Assessing Coastal Flood Susceptibility in East Java, Indonesia: Comparison of Statistical Bivariate and Machine Learning Techniques

Floods in coastal areas occur yearly in Indonesia, resulting in socio-economic losses. The availability of flood susceptibility maps is essential for flood mitigation. This study aimed to explore four different types of models, namely, frequency ratio (FR), weight of evidence (WofE), random forest (...

书目详细资料
发表在:	Water (Switzerland)
主要作者:	2-s2.0-85143664082
格式:	文件
语言:	English
出版:	MDPI 2022
在线阅读:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85143664082&doi=10.3390%2fw14233869&partnerID=40&md5=04ff00cb4d1992acd91667cd0f532025

相似书籍

Helminthiasis in school-age children from Gresik, East Java, Indonesia
由: Utomo, et al.
出版: (2024)

Strategies to Control Industrial Emissions: An Analytical Network Process Approach in East Java, Indonesia
由: 2-s2.0-85160944524
出版: (2023)

Techno economic analysis of PV pumping system for rural village in East Java
由: 2-s2.0-85205568095
出版: (2024)

Analysis of the Impacts of the Covid-19 Pandemic on Rice Farming Efficiency Level: An Empirical Study in Central Java Province, Indonesia
由: Prajanti S.D.W.; Widiatningrum T.; Subiyanto; Daud D.; Adzim F.
出版: (2024)

Antimicrobial susceptibility, serotype distribution, virulence profile and molecular typing of piliated clinical isolates of pneumococci from east coast, Peninsular Malaysia
由: Dzaraly N.D.; Mohd Desa M.N.; Muthanna A.R.; Masri S.N.; Taib N.M.; Suhaili Z.; Sulaiman N.; Baharin N.H.Z.; Shuan C.Y.; Ariffin Z.; Rahman N.I.A.; Mohd Rani F.; Palanisamy N.K.; Soh T.S.T.; Abdullah F.H.
出版: (2021)

Antimicrobial susceptibility, serotype distribution, virulence profile and molecular typing of piliated clinical isolates of pneumococci from east coast, Peninsular Malaysia
由: 2-s2.0-85104449405
出版: (2021)

Hydrodynamic Assessment of Seashell Blocks for Coastal Protection
由: Shah, et al.
出版: (2024)

The application of UAV images in flood detection using image segmentation techniques
由: 2-s2.0-85112070255
出版: (2021)

Geospatial Approach for Coastal Vulnerability Assessment of Selangor Coast, Malaysia
由: 2-s2.0-85107229206
出版: (2021)

Assessing the impact of RCP4.5 and RCP8.5 scenarios on landslide susceptibility mapping using support vector machine: A case study of Penang Island, Malaysia
由: 2-s2.0-85181655476
出版: (2024)

Understanding Climate Change and Heavy Metals in Coastal Areas: A Macroanalysis Assessment
由: Mok W.J.; Ghaffar M.A.; Noor M.I.M.; Lananan F.; Azra M.N.
出版: (2023)

Understanding Climate Change and Heavy Metals in Coastal Areas: A Macroanalysis Assessment
由: 2-s2.0-85149948357
出版: (2023)

Flood prediction using NARX neural network and EKF prediction technique: A comparative study
由: 2-s2.0-84891096883
出版: (2013)

Survey of Coastal Erosion on the Market Value of Coastal Real Estate: A Preliminary Study
由: Mohsen, et al.
出版: (2024)

Machine Learning Models for Predicting Flood Events Using Weather Data: An Evaluation of Logistic Regression, LightGBM, and XGBoost
由: Maharina; Paryono T.; Fauzi A.; Indra J.; Sihabudin; Harahap M.K.; Rizki L.T.
出版: (2025)

River water level prediction in coastal catchment using hybridized relevance vector machine model with improved grasshopper optimization
由: 2-s2.0-85106627990
出版: (2021)

Modeling impact of urban flash floods on power distribution system using Monte Carlo technique and reinforcement learning
由: Afzal, et al.
出版: (2025)

Assessing seasonal rainfall erosivity variability in East Malaysia: a trend analysis approach
由: Lam, et al.
出版: (2025)

Assessing seasonal rainfall erosivity variability in East Malaysia: a trend analysis approach
由: Lam S.W.; Ng J.L.; Huang Y.F.; Lee J.C.; Lee W.K.
出版: (2025)

Fraudulent financial statement detection using statistical techniques: The case of small medium automotive enterprise
由: 2-s2.0-84936996873
出版: (2015)

A GENERALIZED MODELLING APPROACH TO ASSESS CLIMATE INFLUENCES ON HAND, FOOT, AND MOUTH DISEASE IN EAST COAST MALAYSIA
由: Wahid, et al.
出版: (2024)

Tidal influence on seawater intrusion in unconfined coastal aquifers
由: 2-s2.0-84863156184
出版: (2012)

Moisture susceptibility of porous asphalt mixture with Nano silica modified asphalt binder
由: 2-s2.0-85063425260
出版: (2019)

Mangrove as a Natural Barrier to Environmental Risks and Coastal Protection
由: Asari N.; Suratman M.N.; Mohd Ayob N.A.; Abdul Hamid N.H.
出版: (2021)

Establishment of rat brain endothelial cells susceptible to rat cytomegalovirus ALL-03 infection
由: Camalxaman S.-N.; Zeenathul N.A.; Quah Y.-W.; Loh H.-S.; Zuridah H.; Hani H.; Sheikh-Omar A.R.; Mohd-Azmi M.L.
出版: (2013)

The effects of moisture susceptibility and ageing conditions on nano-silica/polymer-modified asphalt mixtures
由: 2-s2.0-84907753679
出版: (2014)

Machine Learning Techniques for Distinguishing Android Malware Variants
由: Irwansyah I.; Kurniawan T.B.; Dewi D.A.; Zakaria M.Z.; Azmi N.B.
出版: (2025)

Comparison between traditional and computer interactive game in learning integration technique
由: 2-s2.0-85049789131
出版: (2018)

Radon levels of water sources in the southwest coastal region of Peninsular Malaysia
由: Ismail N.F.; Hashim S.; Mohd Sanusi M.S.; Abdul Rahman A.T.; Bradley D.A.
出版: (2021)

Enhancing ASP Flooding by Using Special Combinations of Surfactants and Starch Nanoparticles
由: 2-s2.0-85168006841
出版: (2023)

Determining the critical success factors of oral cancer susceptibility prediction in Malaysia using fuzzy models
由: Dom R.M.; Abidin B.; Kareem S.A.; Ismail S.M.; Daud N.M.
出版: (2012)

Comparison of ensemble hybrid sampling with bagging and boosting machine learning approach for imbalanced data
由: 2-s2.0-85142097924
出版: (2023)

Comparison of Different Kernel Parameters using Support Vector Machine for Agarwood Oil Grading
由: 2-s2.0-85112521426
出版: (2021)

IDENTIFYING EVACUATION CENTRE FOR FLOOD DISASTER IN HULU TERENGGANU BY USING AHP AND GIS
由: Azmi N.H.; Hashim N.; Naharudin N.; Othman A.N.
出版: (2024)

Volatility of market price trends for coastal erosion properties and properties along the coastline
由: Mohsen, et al.
出版: (2025)

LANDSLIDE SUSCEPTIBILITY USING REMOTE SENSING AND GIS: A CASE STUDY IN HULU LANGAT, SELANGOR, MALAYSIA
由: Syams M.N.E.; Ibrahim I.; Latif N.A.; Asmawi M.Z.; Salleh S.A.
出版: (2025)

Microbiological Quality and Antimicrobial Susceptibility Profile of Isolates from Beverages Sold at Ramadan Bazaar in Kuching, Sarawak
由: 2-s2.0-85219562748
出版: (2025)

Predicting Mental Health Disorder on Twitter Using Machine Learning Techniques
由: 2-s2.0-85175457067
出版: (2023)

Prediction of dengue outbreak in Selangor Malaysia using machine learning techniques
由: 2-s2.0-85099412834
出版: (2021)

INVESTIGATION OF THE IMPACT OF EXTREME FLOOD FLOW ON THE SHATT AL-ARAB RIVER AND MARSH SYSTEM
由: Najm A.T.; Lee W.-K.; Abbas A.; Ramli S.
出版: (2024)