Flood mapping based on novel ensemble modeling involving the deep learning, Harris Hawk optimization algorithm and stacking based machine learning

R Costache, SC Pal, CB Pande, ARMT Islam… - Applied Water …, 2024 - Springer
Among the various natural disasters that take place around the world, flood is considered to
be the most extensive. There have been several floods in Buzău river basin, and as a result …

[HTML][HTML] Thematic and Bibliometric Review of Remote Sensing and Geographic Information System-Based Flood Disaster Studies in South Asia During 2004–2024

JAT Madushani, NC Withanage, PK Mishra, G Meraj… - Sustainability, 2024 - mdpi.com
Floods have catastrophic effects worldwide, particularly in monsoonal Asia. This systematic
review investigates the literature from the past two decades, focusing on the use of remote …

Assessing the impacts of climate change on streamflow dynamics: A machine learning perspective

M Khan, AU Khan, S Khan, FA Khan - Water Science & Technology, 2023 - iwaponline.com
This study investigates changes in river flow patterns, in the Hunza Basin, Pakistan,
attributed to climate change. Given the anticipated rise in extreme weather events, accurate …

[PDF][PDF] Bias correction and projection of temperature over the altitudes of the Upper Indus Basin under CMIP6 climate scenarios from 1985 to 2100

K Jamal, X Li, Y Chen, M Rizwan, MA Khan… - Journal of Water and …, 2023 - iwaponline.com
The identification of projected changes in temperature caused by global warming at a fine-
scale spatial resolution is of great importance for the high-altitude glacier and snow covered …

Climate change increases the instability of the water supply for hydropower stations on the Tibetan Plateau

M Hu, Y Chen, F Chen, X Zhao, W Yue… - Environmental …, 2023 - iopscience.iop.org
In recent decades, global warming has had a significant impact on the streamflow across the
Tibetan Plateau. As the largest tributary in the upper reaches of the Yangtze River, the …

Intercomparison of deep learning models in predicting streamflow patterns: insight from CMIP6

H Anwar, AU Khan, B Ullah, ATB Taha, T Najeh… - Scientific Reports, 2024 - nature.com
This research was carried out to predict daily streamflow for the Swat River Basin, Pakistan
through four deep learning (DL) models: Feed Forward Artificial Neural Networks (FFANN) …

Spatiotemporal runoff analysis and associated influencing factors in Chitral Basin, Pakistan

F Nawaz, T Wang, A Hussain - Water, 2023 - mdpi.com
Global warming has accelerated climate and weather changes, impacting the regional water
cycle. This study assesses the temporal trends of seasonal and annual runoff in the Chitral …

A state-of-the-art review of normal and extreme flow interaction with spur dikes and its failure mechanism

D Nandhini, K Murali, S Harish, H Schüttrumpf… - Physics of …, 2024 - pubs.aip.org
River protection structures, especially spur dikes, play a vital role in the hydrodynamic and
morphological changes in a river system. Since the earliest days, numerous studies have …

Analysis of Changes in Water Flow after Passing through the Planned Dam Reservoir Using a Mixture Distribution in the Face of Climate Change: A Case Study of the …

Ł Gruss, M Wiatkowski, M Połomski, Ł Szewczyk… - Hydrology, 2023 - mdpi.com
Climate change and extreme weather events have the potential to increase the occurrences
of flooding and hydrological droughts. Dam reservoir operation can mitigate or aggravate …

[HTML][HTML] Potential effects of internal dam-break in Stare Miasto Reservoir in Poland

T Dysarz, M Sanz-Ramos, J Wicher-Dysarz… - Journal of Hydrology …, 2024 - Elsevier
Study region The research object is located in Wielkopolska province (Poland), which is well-
known for its rural character and scarcity of water. To prevent droughts, small reservoirs are …