Article
Multidisciplinary Sciences
Oluwafemi E. Adeyeri, Wen Zhou, Xuan Wang, Ruhua Zhang, Patrick Laux, Kazeem A. Ishola, Muhammad Usman
Summary: This study investigates the representations of climate indices and their potential changes under climate change scenarios. The findings suggest that appropriate selection of climate models and strategies are crucial in addressing extreme climate events and mitigating greenhouse gas emissions.
SCIENTIFIC REPORTS
(2022)
Article
Engineering, Civil
Conrad Wasko, Yawen Shao, Elisabeth Vogel, Louise Wilson, Q. J. Wang, Andrew Frost, Chantal Donnelly
Summary: Changes in the hydrologic cycle have significant impacts on agricultural productivity, water resources availability, and environmental management in Australia. While northern parts of Australia have experienced increasing rainfall and water availability, the southwest and southeast coast have seen declines in rainfall, affecting runoff and soil moisture. Standardised runoff index indicates increasing streamflow droughts across large parts of Australia.
JOURNAL OF HYDROLOGY
(2021)
Article
Engineering, Civil
Yu-Fen Huang, Yinphan Tsang, Ayron M. Strauch, Hannah M. Clilverd
Summary: The study analyzed data from rain gauges and crest gauges across five major Hawaiian Islands from 1970 to 2005, finding decreasing trends in RFmax and PFmax. The physiography of the Hawaiian islands had little contribution to these trends, and RFmax and PFmax trends were not fully correlated and often did not occur concurrently. The timing of RFmax and PFmax occurred earlier in the wet season during El Nino years and shifted even earlier from 1970 to 2005.
JOURNAL OF HYDROLOGY
(2021)
Article
Meteorology & Atmospheric Sciences
Pramod Kumar, Arbind Patel, Jaya Rai, Prem Kumar
Summary: Environmental challenges, particularly climate change-induced weather extremes, have a significant impact on the biodiversity and livelihood of the Uttarakhand Himalayas. The study focuses on analyzing extreme precipitation and temperature indicators and their effects on the region. The findings highlight declining trends in precipitation, runoff, soil water content, and leaf area index, while the number of dry days is increasing. Intense rainfall events at higher elevations pose a major threat, causing landslides and flash floods. The study's results will aid in developing long-term policies to address these challenges and protect the mountainous regions of Uttarakhand.
THEORETICAL AND APPLIED CLIMATOLOGY
(2023)
Article
Meteorology & Atmospheric Sciences
Jose Francisco de Oliveira-Junior, Washington Luiz Felix Correia Filho, Lua da Silva Monteiro, Munawar Shah, Amna Hafeez, Givanildo de Gois, Gustavo Bastos Lyra, Marcel Abreu de Carvalho, Dimas de Barros Santiago, Amaury de Souza, David Mendes, Carlos Eduardo Aguiar de Souza Costa, Claudio Jose Cavalcante Blanco, Marcelo Zeri, Luiz Claudio Gomes Pimentel, Punyawi Jamjareegulgarn, Elania Barros da Silva
Summary: This study aims to analyze the patterns of urban rainfall in Brazil's capitals, identify homogeneous rainfall groups and meteorological systems, evaluate the trend of monthly rainfall time series, and estimate the variance at different frequencies using wavelet analysis. The results show that the ENSO phases have a significant impact on rainfall variability in Brazilian capitals.
ATMOSPHERIC RESEARCH
(2022)
Article
Meteorology & Atmospheric Sciences
Zelalem Dendir, Belay Simane Birhanu
Summary: The Ethiopian climate-sensitive economy is highly susceptible to the impacts of climate-change-induced extreme events. Therefore, it is crucial to examine extreme daily precipitation and temperature in the context of climate change to advocate for climate change adaptation at the local level. This study focused on the spatial changes of extreme precipitation and temperature indices in the Gurage zone of Southern Ethiopia from 1986 to 2016. The findings indicate a consistent warming trend and inconsistent changes in precipitation extremes in the study area. Increase in warm days and nights and decrease in cold days and nights were statistically significant in most of the agroecologies. The duration of extreme trends showed inconsistency, but a drier condition was observed in the lowland agroecology. Based on these findings, appropriate climate adaptation efforts are needed at the local scale.
ADVANCES IN METEOROLOGY
(2022)
Article
Environmental Sciences
Gizachew Belay Wubaye, Temesgen Gashaw, Abeyou W. Worqlul, Yihun T. Dile, Meron Teferi Taye, Amare Haileslassie, Benjamin Zaitchik, Dereje Ademe Birhan, Enyew Adgo, Jemal Ali Mohammed, Tadele Melese Lebeza, Amare Bantider, Abdulkarim Seid, Raghavan Srinivasan
Summary: Climate extreme events in Ethiopia have become more frequent since the 1970s, posing a significant challenge to the country's socio-economic development, which heavily relies on agriculture and rainfall. This study examines the observed climate extremes at both station and agro-ecological zone levels and finds an increasing trend in rainfall extremes and warming trend in temperature extremes. The findings highlight the need for climate change adaptation strategies to mitigate the adverse impacts on various sectors.
Article
Environmental Sciences
Shahfahad, Mohd Waseem Naikoo, Swapan Talukdar, Tanmoy Das, Atiqur Rahman
Summary: This study examines the trend and pattern of rainfall in Mumbai city using rainfall regionalization approach. The results show that Mumbai has two homogeneous rainfall regions with distinctive rainfall patterns. The rainfall trend is positive but not monotonic. This study may contribute to the management of water resources and urban flood mitigation in Mumbai city.
Article
Environmental Sciences
Yiannis Moustakis, Simon Michael Papalexiou, Christian J. Onof, Athanasios Paschalis
Summary: The study demonstrates that under climate change, hourly precipitation extremes and storm depths are expected to intensify in the US, with what is now a 20-year rainfall becoming a 7-year rainfall on average for approximately 75% of gridpoints. This intensification is mainly characterized by an increase in rainfall tail heaviness, with statistically significant changes in the seasonality and duration of rainfall extremes observed over about 95% of the domain.
Article
Meteorology & Atmospheric Sciences
Qurban Aliyar, Santosh Dhungana, Sangam Shrestha
Summary: Based on the analysis of precipitation data in Afghanistan, decreasing trends were observed in the northeastern and southwestern regions, while an increasing trend was identified in the eastern region. These trends may have implications for crop production and the occurrence of flooding events.
THEORETICAL AND APPLIED CLIMATOLOGY
(2022)
Article
Water Resources
Afaf Bouklikha, Mohammed Habi, Abdelkader Elouissi, Saaed Hamoudi
Summary: The study, based on monthly rainfall data from 17 stations in the Tafna catchment (North West of Algeria), reveals a decreasing trend in precipitation during February to May at all stations, as well as a downward trend in winter and spring rainfall in most stations.
APPLIED WATER SCIENCE
(2021)
Article
Water Resources
Arus Edo Harka, Nura Boru Jilo, Fiseha Behulu
Summary: The study investigated the spatio-temporal patterns and variability of rainfall in the Upper Wabe Shebelle River Basin in Ethiopia and found that high rainfall amount occurred in the wet season and high variability in the dry season. The ITA method was shown to be more robust than the MK test in detecting trends, providing valuable insights for water resource planning and management in the region.
JOURNAL OF HYDROLOGY-REGIONAL STUDIES
(2021)
Article
Meteorology & Atmospheric Sciences
K. K. Chowdari, Surajit Deb Barma, Nagaraj Bhat, R. Girisha, K. C. Gouda, Amai Mahesha
Summary: In this study, trend analysis was conducted on rainfall data from 11 districts in semi-arid Karnataka, India, spanning 102 years. Only 78.18% of the data was found to be homogeneous and 95.35% had insignificant autocorrelation. The Innovative Trend Analysis (ITA) method detected trends in 93.02% of the data, while traditional methods detected trends in only 14.63% of the data.
THEORETICAL AND APPLIED CLIMATOLOGY
(2023)
Article
Meteorology & Atmospheric Sciences
Adriaan J. van Der Walt, Jennifer M. Fitchett
Summary: This study analyzed extreme cold events in South Africa from 1960 to 2016, finding decreasing trends in the duration and frequency of cold spells, but an increase in the coldest day temperatures in autumn. Regional differences were also observed in cold wave trends across different provinces in South Africa, highlighting the potential socio-economic impacts of persistent cold extreme events in the region.
INTERNATIONAL JOURNAL OF CLIMATOLOGY
(2021)
Article
Pediatrics
Dimitrios Rallis, Maria Baltogianni, Foteini Balomenou, Niki Dermitzaki, Chrisoula Kosmeri, Spyridon Giannakopoulos, Vasileios Giapros
Summary: The purpose of this study was to examine the use of the term "trend toward statistical significance" to describe statistically nonsignificant results in biomedical literature. The study found sporadic use of trend statements to describe statistically nonsignificant results in pediatric literature, and inappropriate use of trend could be misleading. Trend should only be used when a specific statistical test for trend has been performed or in relation to appropriate scientific definitions.
EUROPEAN JOURNAL OF PEDIATRICS
(2022)
Article
Engineering, Environmental
Amin Sadeqi, Hossein Tabari, Yagob Dinpashoh
Summary: Less than 20% of study stations showed significant trends in HDD, while over 80% had significant increasing trends in CDD and HDD + CDD. Cooling energy demand in Iran has dramatically increased in the last 60 years, while heating energy demand has remained relatively constant. Results suggest that if global warming continues, there will be a considerable increase in cooling energy demand in residential sectors.
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT
(2022)
Article
Biodiversity Conservation
Zhihui Yu, Qiang Wang, Youpeng Xu, Miao Lu, Zhixin Lin, Bin Gao
Summary: The study found seasonal variations in water quality in the Yangtze River Delta plain, where river structure has a greater impact on water quality than river connectivity. Factors such as water surface ratio and multifractal indices play a significant role in influencing water quality.
ECOLOGICAL INDICATORS
(2022)
Article
Meteorology & Atmospheric Sciences
Hossein Tabari, Patrick Willems
Summary: Traditional global warming impact assessments on drought have often underestimated the overall impact by only considering one drought characteristic at a time. This study uses a trivariate analysis and finds that global warming will lead to more recurrent droughts in larger areas, particularly as the warming levels increase.
JOURNAL OF CLIMATE
(2022)
Article
Meteorology & Atmospheric Sciences
Faluku Nakulopa, Inne Van de rkelen, Jonas van de Walle, Nicole P. M. van Lipzig, Hossein Tabari, Liesbet Jacobs, Collins Tweheyo, Olivier Dewitte, Wim Thiery
Summary: The Rwenzori Mountains in southwest Uganda are prone to precipitation-related hazards. However, a lack of in situ precipitation observations hampers our understanding of precipitation patterns and their impact on hazardous events and agricultural productivity. This study evaluates three gridded precipitation products and highlights the potential of using IMERG and CPM estimates for hydrological and impact modeling over the region.
JOURNAL OF HYDROMETEOROLOGY
(2022)
Article
Environmental Sciences
Chaogui Lei, Qiang Wang, Yuefeng Wang, Longfei Han, Jia Yuan, Liu Yang, Youpeng Xu
Summary: In the rapidly urbanized Tai Lake Plain, the river network characteristics, storage capacity, and regulation capacity showed an overall decreasing trend across space and had globally negative correlations with comprehensive urbanization. However, there were different types of spatial correlations at the local scale.
SCIENCE OF THE TOTAL ENVIRONMENT
(2022)
Article
Meteorology & Atmospheric Sciences
Bin Gao, Youpeng Xu, Yanwei Sun, Qiang Wang, Yuefeng Wang, Ziyi Li
Summary: Impervious surface expansion and polder construction are common human activities that impact hydrological processes. This study used the HEC-HMS model to detect the influence of impervious surface expansion and polder operation on flooding. The results revealed that upstream impervious surface expansion had a more significant impact on peak discharge than downstream expansion. Basins with polders experienced a decrease in peak discharge of 26.38-36.61% compared to those without polders. Impervious surface expansion had a greater effect on peak discharge in basins with polders. Polder operation, while ensuring safety, reduced peak discharge of small and large floods by an average of 7.94% and 5.90% respectively.
THEORETICAL AND APPLIED CLIMATOLOGY
(2023)
Article
Environmental Sciences
Chaogui Lei, Zhihui Yu, Xiuming Sun, Yuefeng Wang, Jia Yuan, Qiang Wang, Longfei Han, Youpeng Xu
Summary: With global warming and regional urbanization, extreme precipitation (EP) has various effects on human life and ecosystems. However, the specific contribution of accelerating urbanization to EP changes is less understood. This study focused on the Tai Lake Plain (TLP), one of the most urbanized regions in China, and found that EP is becoming more frequent and intense, particularly in the northeast and southeast of TLP. Urbanization has contributed to the increase in EP frequency and magnitude, accounting for a significant portion of the overall trend.
Article
Engineering, Civil
Qiang Wang, Xitian Cai, Jinyun Tang, Long Yang, Jie Wang, Youpeng Xu
Summary: This study reveals the impacts of global land-use and land-cover change (LULCC) on hydrological extremes, focusing on the climate feedback effects of LULCC. The results show that global LULCC leads to a significant increase in extreme rainfall and runoff, especially during the rapid urbanization stage. Additionally, considering the climate feedback effects of global LULCC exacerbates droughts and increases floods. Hence, this study highlights the importance of considering land-atmosphere interactions in projecting changes in hydrological extremes.
JOURNAL OF HYDROLOGY
(2023)
Article
Environmental Sciences
Zhihui Yu, Miao Lu, Youpeng Xu, Qiang Wang, Zhixin Lin, Shuang Luo
Summary: River connectivity is declining in highly urbanized areas, which is crucial for the functioning of river networks. We examined the network structure and stability of river connectivity using complex network theory in the Taihu Plain. Our findings showed that the river network had moderate node degree and low hub and connectivity. Destruction of important nodes greatly reduced the stability of river network connectivity. Urbanization had mainly negative effects on the river network, particularly in highly urbanized regions. These results will contribute to the theoretical support for the recognition, protection, and restoration of river networks in rapidly urbanizing areas.
SCIENCE OF THE TOTAL ENVIRONMENT
(2023)
Article
Meteorology & Atmospheric Sciences
Hossein Tabari, Patrick Willems
Summary: Compound hot-dry events have the potential to overwhelm natural and human systems, leading to significant damages and socioeconomic tipping points. Climate change amplifies the impacts of these events, and their future risk and role are poorly understood. By the end of the 21st century, an additional 0.7-1.7 billion people will be exposed to compound events globally, with cropland exposure increasing by 2-5.7 million km(2). Countries with weak governance will experience a larger increase in risk compared to those with good governance, highlighting the importance of effective governance in managing and mitigating compound events.
NPJ CLIMATE AND ATMOSPHERIC SCIENCE
(2023)
Article
Environmental Sciences
Hossein Tabari, Patrick Willems
Summary: Drought is a significant natural hazard that will become more likely in the future, affecting regions such as the Mediterranean, Amazon, southern Africa, and Central America. Sustainable development can reduce drought risk and population exposure, as well as the number of countries facing high drought risk. This highlights the need for a comprehensive cross-disciplinary drought risk outlook that considers exposure and vulnerability.
COMMUNICATIONS EARTH & ENVIRONMENT
(2023)
Editorial Material
Water Resources
Charles Onyutha, Saeed Golian, Hamed Moftakhari, Mohammad Reza Najafi, Hossein Tabari
FRONTIERS IN WATER
(2023)
Article
Meteorology & Atmospheric Sciences
Parisa Hosseinzadehtalaei, Bert Van Schaeybroeck, Piet Termonia, Hossein Tabari
Summary: Climate change has different impacts on different types of drought, with greater uncertainty and signal-to-noise ratios for agricultural drought compared to meteorological drought. This global study compares climate change signals, uncertainty, and signal-to-noise ratios between meteorological, hydrological, and agricultural droughts. The study found that the spatial extent and magnitude of drought characteristics increase from meteorological to hydrological to agricultural drought.
WEATHER AND CLIMATE EXTREMES
(2023)
Article
Water Resources
Santiago X. Nunez Mejia, Santiago Mendoza Paz, Hossein Tabari, Patrick Willems
Summary: This study investigates the current conditions and future changes in extreme precipitation events and water shortage in Quito, Ecuador. The results indicate an intensification of extreme precipitation events and an increase in river peak discharges, while low river flows are projected to decrease. Climate models are identified as the dominant source of uncertainty.
JOURNAL OF HYDROLOGY-REGIONAL STUDIES
(2023)
Article
Environmental Sciences
Shuang Luo, Qiang Wang, Youpeng Xu, Zhixin Lin, Zhihui Yu
Summary: Increasing rainstorms induced by climate change and urbanization have greatly altered floods. This study proposed a scheme focusing on flood responses to rainfall to detect changes in flood characteristics in the highly urbanized Central Taihu Basin in China. The results show that human activities have a greater impact on flood characteristics such as peak, rising rate, and falling rate, while cumulative precipitation is the most important factor.
SCIENCE OF THE TOTAL ENVIRONMENT
(2023)
Article
Meteorology & Atmospheric Sciences
Vittal Hari, Oldrich Rakovec, Wei Zhang, Akash Koppa, Matthew Collins, Rohini Kumar
Summary: This study reveals a significant association between the Atlantic Meridional Mode (AMM) and temperature variability in the eastern European region. Positive AMM phase leads to a significant increase in temperature, while negative phase has the opposite effect. The AMM modulates the temperature through planetary-scale Rossby waves and anomalous anticyclone circulation.
ATMOSPHERIC RESEARCH
(2024)
Article
Meteorology & Atmospheric Sciences
Fang Cao, Yi-Xuan Zhang, Yan-Lin Zhang, Wen-Huai Song, Yu-Xian Zhang, Yu-Chi Lin, Chaman Gul, Md. Mozammel Haque
Summary: This study investigates the influences of continental emissions on marine aerosols in the Yellow Sea and Bohai Sea of China. The results show that biomass burning is the major contributor to organic aerosols in these marine atmospheres.
ATMOSPHERIC RESEARCH
(2024)
Article
Meteorology & Atmospheric Sciences
Chenxi Liao, Wenhua Gao, Lanzhi Tang, Chengyin Li
Summary: Based on ERA5 data, this study analyzed the characteristics of four hydrometeors and their relationship with precipitation intensity in central eastern China and the northwest Pacific Ocean. The results show that stratiform precipitation is dominated by ice processes, while convective precipitation has comparable contributions from water and ice processes.
ATMOSPHERIC RESEARCH
(2024)
Article
Meteorology & Atmospheric Sciences
Hsiang-Yu Huang, Sheng-Hsiang Wang, William K. M. Lau, Shih-Yu Simon Wang, Arlindo M. da Silva
Summary: This study presents a diagnostic analysis of the interannual variation of regional climate and its impact on biomass burning aerosol emissions in peninsular Southeast Asia (PSEA). It identifies four climatic factors governing the emission and transport of PSEA biomass burning aerosols and reveals a significant correlation with the El Nin similar to o-Southern Oscillation (ENSO). The results contribute to a better understanding and improved model simulations of aerosol-climate interactions in South and Southeast Asian monsoon regions.
ATMOSPHERIC RESEARCH
(2024)
Article
Meteorology & Atmospheric Sciences
Deniz H. Diren-Ustuen, Yurdanur S. Unal, Simge Irem Bilgen, Cemre Yuruk Sonuc, Sahar Sodoudi, Caner Guney, Ahmet Ozgur Dogru, Selahattin Incecik
Summary: This is the first comprehensive study to examine how urbanization affects the microclimate of Istanbul using the urban climate model MUKLIMO_3. The findings suggest that changing the albedo of roofs and implementing green-roofs can significantly reduce air temperatures in urban areas.
ATMOSPHERIC RESEARCH
(2024)
Article
Meteorology & Atmospheric Sciences
Yetong Li, Yan Xia, Fei Xie, Yingying Yan
Summary: Surface ozone, a major air pollutant, is influenced by stratosphere-troposphere exchange (STE) which contributes to both the decrease and increase of surface ozone in the Southern and Northern Hemispheres, respectively. Additionally, global warming is expected to worsen surface ozone pollution in the future.
ATMOSPHERIC RESEARCH
(2024)
Article
Meteorology & Atmospheric Sciences
Na Li, Ping Zhao, Changyan Zhou
Summary: In this study, the daily sensible and latent heat fluxes in the Tibetan Plateau are estimated using the maximum entropy production model. The results show good performance of the model and reveal the spatial distribution and trends of surface heat fluxes in the region.
ATMOSPHERIC RESEARCH
(2024)
Article
Meteorology & Atmospheric Sciences
Wenqing Lin, Huopo Chen, Weiqi Wang, Dawei Zhang, Fan Wang, Wuxia Bi
Summary: It is found in this study that anthropogenic activities may significantly contribute to the decrease in snowfall days, light snowfall, and light snowfall days across Eurasia, with greenhouse gas emissions being the main driver. However, detection of human influence is challenging for intense snowfall.
ATMOSPHERIC RESEARCH
(2024)
Article
Meteorology & Atmospheric Sciences
Chongxun Mo, Xingbi Lei, Xixi Mo, Ruli Ruan, Gang Tang, Lingguang Li, Guikai Sun, Changhao Jiang
Summary: Reliable precipitation information is crucial for scientific and operational applications. Open-access gridded precipitation products (OGPPs) are important sources due to their continuous spatiotemporal coverage. This study proposes a methodology to comprehensively compare the accuracies and stabilities of ten different OGPPs, particularly in mountainous basins. The results show high accuracy but unstable performance of all OGPPs, with multi-source fusion-type products offering better stability and accuracy. Multi-source weighted-ensemble precipitation and climate prediction center morphing method products exhibit the best comprehensive performance.
ATMOSPHERIC RESEARCH
(2024)
Article
Meteorology & Atmospheric Sciences
Jingzhuo Wang, Hanbin Zhang, Jing Chen, Guo Deng, Yu Xia
Summary: In this study, a new scale-blending technique was proposed to evaluate the impact of multiscale initial perturbations on the CMA-CPEPS. The results showed that the blended scheme improved the dispersion of dynamical variables and increased the ensemble spread of precipitation, leading to reduced forecast error.
ATMOSPHERIC RESEARCH
(2024)
Article
Meteorology & Atmospheric Sciences
Ziyi Song, Botao Zhou, Xinping Xu, Zhicong Yin
Summary: This study, based on reanalysis data from 1980 to 2019, reveals that the relationship between autumn sea ice concentration in the Barents-Kara Seas (BKSIC) and subsequent winter North Atlantic Oscillation (NAO) underwent an interdecadal weakening in the early 1990s. The weakening can be attributed to the decrease in the interannual variability of BKSIC, which leads to a discrepancy in the tropospheric warming. In the former period (1980-1993), the decrease in autumn BKSIC enhances tropospheric warming and weakens the circumpolar westerly, resulting in a negative NAO phase. However, in the latter period (1994-2019), the smaller interannual variability of BKSIC weakens its influence on the tropospheric temperature, diluting the relationship with the subsequent winter NAO.
ATMOSPHERIC RESEARCH
(2024)
Article
Meteorology & Atmospheric Sciences
Wogu Zhong, Zhiwei Wu
Summary: Significant phase shifts in winter surface air temperature (SAT) anomalies have occurred in East Asia in recent years, leading to detrimental effects on socio-economic activities. In this study, the fourth principal mode of month-to-month SAT variations over EA in winter was identified, representing subseasonal SAT reversals over the mid-high latitudes of EA during late winter. The formation of this mode is accompanied by stratospheric temperature anomalies over eastern Siberia-Alaska in January.
ATMOSPHERIC RESEARCH
(2024)
Article
Meteorology & Atmospheric Sciences
Weiqian Ji, Leiku Yang, Xinyao Tian, Muhammad Bilal, Xin Pei, Yu Zheng, Xiaofeng Lu, Xiaoqian Cheng
Summary: This study systematically evaluated the AOD products of the DB and MAIAC algorithms based on MODIS over bright surfaces, and investigated the underestimation of AOD affected by various factors. The results indicated that the MAIAC products performed better than DB, and the C6.1 MAIAC showed slight improvement compared to C6.
ATMOSPHERIC RESEARCH
(2024)
Article
Meteorology & Atmospheric Sciences
Tao Wang, Xiaohua Gou, Xuejia Wang, Hongwen Liu, Fei Xie
Summary: This study finds that the meridional position of subtropical jet anomalies has shifted equatorward in both the Northern Hemisphere and Southern Hemisphere since the 1960s due to the influence of ENSO. The changes in tropical SST anomalies associated with ENSO contribute to this equatorward shift.
ATMOSPHERIC RESEARCH
(2024)
Article
Meteorology & Atmospheric Sciences
Alireza Ghaderi Bafti, Arman Ahmadi, Ali Abbasi, Hamid Kamangir, Sadegh Jamali, Hossein Hashemi
Summary: Actual evapotranspiration (ETa) plays a crucial role in the water and energy cycles of the earth. This study develops an automated deep learning model for accurate estimation of ETa using image processing, architectural design, and hyper-parameter tuning. The proposed model shows promising results in different climatic regions, highlighting its potential for enhanced atmospheric research.
ATMOSPHERIC RESEARCH
(2024)
