Flood susceptibility mapping using machine learning boosting algorithms techniques in Idukki district of Kerala India
Kerala experiences a high rate of annual rainfall and flooding resulting in a frequent natural
disaster. The objective of this study is to develop flood susceptibility maps for the Idukki …
disaster. The objective of this study is to develop flood susceptibility maps for the Idukki …
Flood susceptibility mapping using AutoML and a deep learning framework with evolutionary algorithms for hyperparameter optimization
AM Vincent, KSS Parthasarathy, P Jidesh - Applied Soft Computing, 2023 - Elsevier
Flooding is one of the most common natural hazards that have extremely detrimental
consequences. Understanding which areas are vulnerable to flooding is crucial to …
consequences. Understanding which areas are vulnerable to flooding is crucial to …
Comparative assessment of groundwater vulnerability using GIS-based DRASTIC and DRASTIC-AHP for Thoothukudi District, Tamil Nadu India
S Saravanan, S Pitchaikani, M Thambiraja… - Environmental …, 2023 - Springer
The groundwater is very precious in the world. Rapid urbanization and industrialization
create tremendous stress on groundwater quality and quantity. Unscientific groundwater …
create tremendous stress on groundwater quality and quantity. Unscientific groundwater …
Evaluation of bivariate statistical and hybrid models for the preparation of flood hazard susceptibility maps in the Brahmani River Basin, India
AK Anand, SP Pradhan - Environmental Earth Sciences, 2023 - Springer
Floods are one of the natural disasters that occur most frequently in the Brahmani River of
Eastern India. Frequent floods in the area, results from anthropogenic activities, climate …
Eastern India. Frequent floods in the area, results from anthropogenic activities, climate …
Spatial mapping of flood susceptibility using decision tree–based machine learning models for the Vembanad Lake System in Kerala, India
P Kulithalai Shiyam Sundar… - Journal of Water …, 2023 - ascelibrary.org
Floods have claimed the lives of countless people and caused significant property damage
in many countries, putting their livelihoods in the jeopardy. The Vembanad lake system …
in many countries, putting their livelihoods in the jeopardy. The Vembanad lake system …
Predicting phosphorus and nitrate loads by using SWAT model in Vamanapuram River Basin, Kerala, India
Evaluations of probable environmental impacts of point and diffuse source pollution at
regional sizes are essential to achieve sustainable development of natural resources such …
regional sizes are essential to achieve sustainable development of natural resources such …
Multi-hazards (landslides, floods, and gully erosion) modeling and mapping using machine learning algorithms
AM Youssef, AM Mahdi, MM Al-Katheri… - Journal of African Earth …, 2023 - Elsevier
The current study aimed at producing a multi-hazard susceptibility map for the Hasher-Fayfa
Basin. The basin is part of the Jazan region in southwestern Saudi Arabia and is …
Basin. The basin is part of the Jazan region in southwestern Saudi Arabia and is …
Multi‐hazard assessment using machine learning and remote sensing in the North Central region of Vietnam
Natural hazards constitute a diverse category and are unevenly distributed in time and
space. This hinders predictive efforts, leading to significant impacts on human life and …
space. This hinders predictive efforts, leading to significant impacts on human life and …
Artificial intelligence algorithms in flood prediction: a general overview
M Pandey - Geo-information for Disaster Monitoring and …, 2024 - Springer
This paper presents a comprehensive general overview of the extensive literature available
in the field of application of artificial intelligence (AI) in flood prediction. The initial approach …
in the field of application of artificial intelligence (AI) in flood prediction. The initial approach …
Development of flood susceptibility map using a GIS-based AHP approach: a novel case study on Idukki district, India
ZA Khan, B Jhamnani - Journal of Spatial Science, 2024 - Taylor & Francis
Flooding is a regular danger in the Idukki district of Kerala causing serious damage to life
and property. An attempt has been undertaken in this research to identify crucial zones in …
and property. An attempt has been undertaken in this research to identify crucial zones in …