Convergence of mechanistic modeling and artificial intelligence in hydrologic science and engineering

R Muñoz-Carpena, A Carmona-Cabrero, Z Yu… - PLOS …, 2023 - journals.plos.org
Hydrology is a mature physical science based on application of first principles. However, the
water system is complex and its study requires analysis of increasingly large data available …

LSTM time series NDVI prediction method incorporating climate elements: A case study of Yellow River Basin, China

Y Guo, L Zhang, Y He, S Cao, H Li, L Ran, Y Ding… - Journal of …, 2024 - Elsevier
Accurate prediction of the trend of Normalized Difference Vegetation Index (NDVI) time
series in the Yellow River Basin (YRB) is crucial for the assessment of the hydrological and …

[HTML][HTML] Application of the Improved K-Nearest Neighbor-Based Multi-Model Ensemble Method for Runoff Prediction

T Xie, L Chen, B Yi, S Li, Z Leng, X Gan, Z Mei - Water, 2024 - mdpi.com
Hydrological forecasting plays a crucial role in mitigating flood risks and managing water
resources. Data-driven hydrological models demonstrate exceptional fitting capabilities and …

[HTML][HTML] Simulation and Analysis of Water Quality Improvement Measures for Plain River Networks Based on Infoworks ICM Model: Case Study of Baoying County …

Q Zhu, K Fang, D Zhu, X Li, X Chen, S Han, F Chen… - Water, 2024 - mdpi.com
The water environment of plain river networks can be self-cleaning to a certain extent, but if
the wastewater load exceeds a certain threshold, it can disturb the natural balance and …

Quantifying the contribution of external loadings and internal hydrodynamic processes to the water quality of Lake Okeechobee

S Shin, Y Her, R Muñoz-Carpena, X Yu - Science of The Total Environment, 2023 - Elsevier
The water quality of a waterbody is determined by internal hydrodynamic processes as well
as external loadings. Understanding the interaction between the external loading and …

[HTML][HTML] To tame a land: Limiting factors in model performance for the multi-objective calibration of a pan-European, semi-distributed hydrological model for discharge …

C Brendel, R Capell, A Bartosova - Journal of Hydrology: Regional Studies, 2023 - Elsevier
Abstract Study Region Europe Study Focus The semi-distributed Hydrological Predictions
for the Environment (HYPE) model for the European domain, E-HYPE4, was calibrated for …

Evaluating surface and subsurface fluxes in hydrological models to advance basin-scale operational water supply forecasting

S Shin, AD Gronewold, LM Fry, A Dugger… - Hydrological Sciences …, 2024 - Taylor & Francis
Comprehensive assessments of hydrological components are crucial for enhancing
operational water supply simulations. However, hydrological models are often evaluated …

Parallelization of AMALGAM algorithm for a multi-objective optimization of a hydrological model

AA Besalatpour, M Pourreza-Bilondi… - Applied Water …, 2023 - Springer
A calibration procedure is essential step to achieve a realistic model simulation particularly
in hydrological model which simulates water cycle in the basin. This process is always faced …

Leveraging Bayesian deep learning and ensemble methods for uncertainty quantification in image classification: A ranking-based approach

AA Abdullah, MM Hassan, YT Mustafa - Heliyon, 2024 - cell.com
Bayesian deep learning (BDL) has emerged as a powerful technique for quantifying
uncertainty in classification tasks, surpassing the effectiveness of traditional models by …

Climate change impacts on streamflow and nutrient loading to Lake Okeechobee

JH Song, S Shin, YP Khare, Y Her - Climatic Change, 2023 - Springer
Future streamflow and nutrient projections are necessary for the development of sustainable
water resources management plans and practices. Watersheds located in the Northern Lake …