[HTML][HTML] Critical review on water quality analysis using IoT and machine learning models

P Jayaraman, KK Nagarajan, P Partheeban… - International journal of …, 2024 - Elsevier
Water quality and its management are the most precise concerns confronting humanity
globally. This article evaluates the various sensors used for water quality monitoring and …

Flood susceptibility map** with machine learning, multi-criteria decision analysis and ensemble using Dempster Shafer Theory

TG Nachappa, ST Piralilou, K Gholamnia… - Journal of …, 2020 - Elsevier
Floods are one of the most widespread natural hazards occurring across the globe. The
main objective of this study was to produce flood susceptibility maps for the province of …

[HTML][HTML] Evaluation of deep learning algorithms for national scale landslide susceptibility map** of Iran

PTT Ngo, M Panahi, K Khosravi, O Ghorbanzadeh… - Geoscience …, 2021 - Elsevier
The identification of landslide-prone areas is an essential step in landslide hazard
assessment and mitigation of landslide-related losses. In this study, we applied two novel …

[HTML][HTML] Groundwater potential assessment using GIS and remote sensing: A case study of Guna tana landscape, upper blue Nile Basin, Ethiopia

TG Andualem, GG Demeke - Journal of Hydrology: Regional Studies, 2019 - Elsevier
Abstract Study region Guna Tana Landscape, Upper Blue Nile Basin, Ethiopia. Study focus
This paper aimed to delineate the groundwater potential zones using GIS and remote …

Flash-flood hazard assessment using ensembles and Bayesian-based machine learning models: Application of the simulated annealing feature selection method

FS Hosseini, B Choubin, A Mosavi, N Nabipour… - Science of the total …, 2020 - Elsevier
Flash-floods are increasingly recognized as a frequent natural hazard worldwide. Iran has
been among the most devastated regions affected by the major floods. While the temporal …

Ensemble boosting and bagging based machine learning models for groundwater potential prediction

A Mosavi, F Sajedi Hosseini, B Choubin… - Water Resources …, 2021 - Springer
Due to the rapidly increasing demand for groundwater, as one of the principal freshwater
resources, there is an urge to advance novel prediction systems to more accurately estimate …

Delineation of potential groundwater recharge zones using analytical hierarchy process (AHP)

T Dar, N Rai, A Bhat - Geology, Ecology, and Landscapes, 2021 - Taylor & Francis
In the present study, an effort was made in Kashmir Valley, NW-Himalayas to delineate
potential groundwater areas using GIS and Analytical Hierarchy method (AHP) by …