A novel hybrid of meta-optimization approach for flash flood-susceptibility assessment in a monsoon-dominated watershed, Eastern India

D Ruidas, R Chakrabortty, ARMT Islam, A Saha… - Environmental earth …, 2022 - Springer
The exponential growth in the number of flash flood events is a global threat, and detecting a
flood-prone area has also become a top priority. The flash flood-susceptibility mapping can …

Development of geo-environmental factors controlled flash flood hazard map for emergency relief operation in complex hydro-geomorphic environment of tropical river …

D Ruidas, A Saha, ARMT Islam, R Costache… - … Science and Pollution …, 2023 - Springer
The occurrences of flash floods in sub-tropical climatic regions like India are ubiquitous
phenomena, particularly during the monsoon season. This type of flood occurs within a short …

Flood hazard assessment in Yemen using a novel hybrid approach of Grey Wolf and Levenberg Marquardt optimizers

AM Al-Areeq, RAA Saleh, AAJ Ghanim… - Geocarto …, 2023 - Taylor & Francis
This study aims to map flood susceptibility in the Qaa'Jahran watersheds located in Dhamar,
Yemen, using geoprocessing and computational techniques. Historical flood data and SAR …

Flood vulnerability and buildings' flood exposure assessment in a densely urbanised city: comparative analysis of three scenarios using a neural network approach

QB Pham, SA Ali, E Bielecka, B Calka, A Orych… - Natural Hazards, 2022 - Springer
Advances in the availability of multi-sensor, remote sensing-derived datasets, and machine
learning algorithms can now provide an unprecedented possibility to predict flood events …

GIS-based statistical model for the prediction of flood hazard susceptibility

S Malik, SC Pal, A Arabameri, I Chowdhuri… - Environment …, 2021 - Springer
At present, flood is the most significant environmental problem in the entire world. In this
work, flood susceptibility (FS) analysis has been done in the Dwarkeswar River basin of …

Flash flood susceptibility mapping using GIS-based AHP method

S Choudhury, A Basak, S Biswas, J Das - … modelling of flood risk and flood …, 2022 - Springer
Proper identification of urban flash flood susceptible areas is a crucial and essential task in
developing a comprehensive plan to address the adverse effects of this natural hazard …

Flood hazard forecasting and management systems: a review of state-of-the-art modelling, management strategies and policy-practice gap

D Ruidas, SC Pal, A Saha, P Roy, CB Pande… - International Journal of …, 2024 - Elsevier
The effects of flood disasters on human society have now taken precedence in today's world;
despite improvements in flood hazard and exposure models, there is still a shortage of …

Hybrid XGboost model with various Bayesian hyperparameter optimization algorithms for flood hazard susceptibility modeling

S Janizadeh, M Vafakhah, Z Kapelan… - Geocarto …, 2022 - Taylor & Francis
The purpose of this investigation is to develop an optimal model to flood susceptibility
mapping in the Kan watershed, Tehran, Iran. Therefore, in this study, three Bayesian …

Examination of the efficacy of machine learning approaches in the generation of flood susceptibility maps

M Wahba, M Sharaan, WM Elsadek, S Kanae… - Environmental Earth …, 2024 - Springer
Flash floods stand as a substantial peril linked to climate change, imposing a severe
menace to both human existence and built structures. This study aims to assess and …

Modelling the susceptibility of wetland plant species under climate change in the Mekong Delta, Vietnam

ATN Dang, L Kumar, M Reid, LNT Anh - Ecological Informatics, 2021 - Elsevier
Wetlands are important ecosystems that provide many critical services for ecology and
human communities. In the Mekong Delta (MD), Vietnam, the combined effects of climate …