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

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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 (...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:	Water (Switzerland)
المؤلف الرئيسي:	2-s2.0-85143664082
التنسيق:	مقال
اللغة:	English
منشور في:	MDPI 2022
الوصول للمادة أونلاين:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85143664082&doi=10.3390%2fw14233869&partnerID=40&md5=04ff00cb4d1992acd91667cd0f532025

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