Intercomparison of deep learning models in predicting streamflow patterns: insight from CMIP6
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) …
through four deep learning (DL) models: Feed Forward Artificial Neural Networks (FFANN) …
Machine learning‐based streamflow forecasting using CMIP6 scenarios: Assessing performance and improving hydrological projections and climate change
V Kartal - Hydrological Processes, 2024 - Wiley Online Library
Water is essential for humans as well as for all living organisms to sustain their lives.
Therefore, any climate‐driven change in available resources has significant impacts on the …
Therefore, any climate‐driven change in available resources has significant impacts on the …
[HTML][HTML] Forecast of potential suitable areas for forest resources in Inner Mongolia under the Shared Socioeconomic Pathway 245 scenario
L Liu, F Qin, Y Liu, Y Hu, W Wang, H Duan, M Li - Ecological Indicators, 2024 - Elsevier
The identification and prediction of potential suitable areas for forest resources in Inner
Mongolia based on the maximum entropy (MaxEnt) model are of great significance for the …
Mongolia based on the maximum entropy (MaxEnt) model are of great significance for the …
[HTML][HTML] Spatiotemporal characteristics of future precipitation variability in the Tianshan Mountain region of China
X Lyu, J Du, Y Qiu, Y Jia, C Hao, H Dong - Journal of Hydrology: Regional …, 2025 - Elsevier
Abstract Study region Tianshan Mountain region of China. Study focus Global warming
alters precipitation patterns, with future scenarios predicting variability being greater than …
alters precipitation patterns, with future scenarios predicting variability being greater than …
Divergent path: isolating land use and climate change impact on river runoff
Water resource management requires a thorough examination of how land use and climate
change affect streamflow; however, the potential impacts of land-use changes are frequently …
change affect streamflow; however, the potential impacts of land-use changes are frequently …
پیش‌بینی و تحلیل احتمال وقوع تغییرات اقلیمی و کمبود آب در یزد
گودرزی, صباغ زاده - مهندسی عمران فردوسی, 2024 - civil-ferdowsi.um.ac.ir
شهر یزد از دیرباز به دلیل اقلیم گرم و خشک با مشکل کم‌آبی مواجه بوده است و همواره مدیران منطقه
تلاش کرده‌اند از طرق مختلف آب مورد نیاز را تامین کنند. این مطالعه با تعریف شاخص کمبود آب بر …
تلاش کرده‌اند از طرق مختلف آب مورد نیاز را تامین کنند. این مطالعه با تعریف شاخص کمبود آب بر …
Projection and Assessment of precipitation and temperature changes by the CMIP6 models (Case study: Hashemabad Gorgan station)
L Ghorbani Minaei, M Zakerinia… - Journal of Climate …, 2024 - clima.irimo.ir
IntroductionIn recent decades, with the trend of warmer weather and heavy rains caused by
climate change, events such as floods or droughts have clearly increased in many parts of …
climate change, events such as floods or droughts have clearly increased in many parts of …