[HTML][HTML] Recent Applications of Explainable AI (XAI): A Systematic Literature Review

M Saarela, V Podgorelec - Applied Sciences, 2024 - mdpi.com
This systematic literature review employs the Preferred Reporting Items for Systematic
Reviews and Meta-Analyses (PRISMA) methodology to investigate recent applications of …

Interpretable multi-step hybrid deep learning model for karst spring discharge prediction: Integrating temporal fusion transformers with ensemble empirical mode …

R Zhou, Q Wang, A Jin, W Shi, S Liu - Journal of Hydrology, 2024 - Elsevier
Karst groundwater is a critical freshwater resource for numerous regions worldwide.
Monitoring and predicting karst spring discharge is essential for effective groundwater …

Linear and nonlinear ensemble deep learning models for karst spring discharge forecasting

R Zhou, Y Zhang - Journal of Hydrology, 2023 - Elsevier
Forecasting karst spring discharge is crucial for groundwater resource management in karst
aquifers. These aquifers, with their inherent heterogeneity and complexity influenced by a …

A hybrid self-adaptive DWT-WaveNet-LSTM deep learning architecture for karst spring forecasting

R Zhou, Y Zhang, Q Wang, A Jin, W Shi - Journal of Hydrology, 2024 - Elsevier
Karst spring discharge plays a vital role in understanding karst systems and managing karst
groundwater resources. Due to its inherent heterogeneity and complexity, hydrological …

Space-temporal analysis of groundwater quality in three areas of the state of Yucatán, México, and its relationship with existing anthropogenic activity

I Montes-Ávila, VR Góngora-Echeverría… - … Science and Pollution …, 2024 - Springer
Abstract Groundwater in the Yucatan State is the only source of water. The karst aquifer in
Yucatan is vulnerable to pollution. Anthropic activities in Yucatan, such as pig farming, are …

Statistical analysis of water quality and cyclone impacts along the south Odisha coast, east coast of India

PK Kar, PK Mohanty, M Swain, S Barik, SK Beja… - Regional Studies in …, 2025 - Elsevier
Water quality along south Odisha coast (25 km stretch), east coast of India was studied
collecting monthly samples at 10 different sampling stations from June 2008 to March 2011 …