[HTML][HTML] Towards Groundwater-Level Prediction Using Prophet Forecasting Method by Exploiting a High-Resolution Hydrogeological Monitoring System

D Fronzi, G Narang, A Galdelli, A Pepi, A Mancini… - Water, 2024 - mdpi.com
Forecasting of water availability has become of increasing interest in recent decades,
especially due to growing human pressure and climate change, affecting groundwater …

An advanced hybrid deep learning model for predicting total dissolved solids and electrical conductivity (EC) in coastal aquifers

Z Jamshidzadeh, SD Latif, M Ehteram… - Environmental Sciences …, 2024 - Springer
For more than one billion people living in coastal regions, coastal aquifers provide a water
resource. In coastal regions, monitoring water quality is an important issue for policymakers …

Monthly Runoff forecasting using A Climate‑driven Model Based on Two-stage Decomposition and Optimized Support Vector Regression

Z Jia, Y Peng, Q Li, R Xiao, X Chen… - Water Resources …, 2024 - Springer
Accurate and reliable monthly runoff forecasting is crucial for water resource management,
but the increasing non-stationarity of runoff series poses new challenges to the development …

Assessing Water Dissolved Oxygen Dynamics: Autoregressive Distributed Lag (ARDL) Approach for Environmental Sustainability

A Mittal, S Sharma, S Arora, P Garia… - 2024 8th International …, 2024 - ieeexplore.ieee.org
Water is very important natural resource for the human beings, animals etc. The quality of
water depends on multiple factors so it is vital for us to maintain the quality of water so that …

Floodplain Lake Water Level Prediction with Strong River-Lake Interaction Using the Ensemble Learning LightGBM

M Gan, X Lai, Y Guo, Y Chen, S Pan… - Water Resources …, 2024 - Springer
Timely and accurate prediction of water levels is crucial for managing floodplain lakes with
important ecosystem services, especially for flood prevention. Floodplain lakes are …

An AI-Driven Prototype for Groundwater Level Prediction: Exploring the Gorgovivo Spring Case Study

A Galdelli, G Narang, L Migliorelli, AD Izzo… - … Conference on Image …, 2023 - Springer
Water is a vital yet increasingly endangered resource, that stands on the precipice of
depletion and degradation, threatened by pollution, overexploitation, habitat alteration, and …

Automated Framework for Groundwater Monitoring Using DWT with LSTM and Transformers

M Dhapre, J Khan, Y Kim, T Danielson… - 2024 IEEE 6th …, 2024 - ieeexplore.ieee.org
Environmental monitoring is critical for safeguarding public health and ecological well-
being. Traditional data structuring and workflow monitoring methods consume significant …

Analysis of Rainfall Prediction Using Parallel Hybrid Algorithm

D Karthika, K Karthikeyan - Contemporary Mathematics, 2024 - ojs.wiserpub.com
Precisely forecasting rainfall precipitation is an intricate and crucial challenge faced by
numerous weather forecasters. In this study, we conducted an examination of different …

Short-Term Prediction of Groundwater Level Based on Spatiotemporal Correlation

MT Liu, XK Chen, GH Wang, H Zhang, MX Zhang… - Water Resources, 2024 - Springer
Groundwater is an important component of water resources. Excessive exploitation can lead
to water scarcity, while excessive groundwater can cause problems such as terrain collapse …

Phosphorus Content Estimation in Iron Ore Mine Using Advanced Neural Networks

STMPT Zadeh, A Najafabadipour… - NSG 2024 5th …, 2024 - earthdoc.org
Phosphorus Content Estimation in Iron Ore Mine Using Advanced Neural Networks | Earthdoc
1887 EarthDoc - Online Geoscience Database EarthDoc - Online Geoscience Database search …