RISK MANAGEMENT OF THE DEVELOPMENT OF FINANCIAL POTENTIAL OF BUSINESS ENTITIES by Nadiia Davydenko, Alina Buriak, Natalia Wasilewska, Mirosław Wasilewski

“…Agricultural enterprises are subject to various risks of loss of financial potential, which may be associated with changes in weather conditions, animal epidemics, changes in legislation, currency risks, etc. …”
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Over 60% precipitation transformed into terrestrial water storage in global river basins from 2002 to 2021 by Yulong Zhong, Baoming Tian, Hyunglok Kim, Xing Yuan, Xinyue Liu, Enda Zhu, Yunlong Wu, Lunche Wang, Lizhe Wang

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Multivariate Segment Expandable Encoder-Decoder Model for Time Series Forecasting by Yanhong Li, David C. Anastasiu

“…Accurate time series forecasting is critical in a variety of fields, including transportation, weather prediction, energy management, infrastructure monitoring, and finance. …”
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Ecological infrastructure and its role in sustainable urban development: analysis and perspectives by Ie. P. Tertytskyi

“…The role of EI in reducing cities' impact on climate change and their adaptation to extreme weather conditions is identified. The article examines key components of EI such as green infrastructure (parks, gardens, forests) and blue infrastructure (water bodies), emphasizing their importance in providing ecosystem services and improving residents' quality of life. …”
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Integrating water availability for electrolysis into energy system modeling by Julian Walter, Lina Fischer, Sandra Venghaus, Albert Moser

“…As a result, fresh water availability will diminish ever more and more due to droughts and extreme weather events. Water is a key part of many central aspects of life but will also become important in the future for electrolysis to synthesize hydrogen, a promising energy carrier in energy systems for the transition from fossil to renewable energy. …”
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Feature engineering on climate data with machine learning to understand time-lagging effects in pasture yield predictionGitHub by Thirunavukarasu Balasubramaniam, Wathsala Anupama Mohotti, Kenneth Sabir, Richi Nayak

“…However, different pasture species respond to climate attributes with varying time lags; for example, one species might be more influenced by last week’s weather while another by the previous month’s highlighting the nuanced temporal dependencies. …”
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STAR‐ESDM: A Generalizable Approach to Generating High‐Resolution Climate Projections Through Signal Decomposition by Katharine Hayhoe, Ian Scott‐Fleming, Anne Stoner, Donald J. Wuebbles

“…The Seasonal Trends and Analysis of Residuals empirical statistical downscaling model (STAR‐ESDM) is a computationally‐efficient, flexible approach to generating such projections that can be applied globally using predictands and predictors sourced from weather stations, gridded data sets, satellites, reanalysis, and global or regional climate models. …”
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Estimation of Wind Turbine Blade Icing Volume Based on Binocular Vision by Fangzheng Wei, Zhiyong Guo, Qiaoli Han, Wenkai Qi

“…Icing on wind turbine blades in cold and humid weather has become a detrimental factor limiting their efficient operation, and traditional methods for detecting blade icing have various limitations. …”
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Design and fabrication of an engineered multi-mode worker toolkit for construction and agriculture industries by Imran Khan, Hazrat Ali, Maaz Ahmed, Muhammad Abas, Muhammad Zeeshan Zahir, Muhammad Asif, Fatima Hira, Abdullah Khalil

“…., were compared based on their physical properties, such as their strength, weight, and behavior in changing weather. The material selected is steel due to its high strength, weldability, and low cost. …”
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A Theoretical Incinerator Design for Treatment of Biomedical Wastes Generated from Local Hospitals in Baghdad by Ahmed H. Hadi, Basim A. Hussain, Mais J. Mohammed, Wasnaa J. Mohammed, Abdullah F. Abdurazak

“…The required cement and water are determined for resulting ash to produce concrete suitable for hot weather countries. The results show that incineration has the less costs in construction and operational costs among other modern technologies with a decreasing waste mass to 91.5%. …”
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Investigating the Ability of R Software to Determine Drought - Case Study: South Khorasan Province by Nafise Izadi, Hossein Khozeymeh Nezhad, Mostafa yaghoob Zadeh, Mohamad Fouladi Nasrabad

“…Drought is one of the main hazards related to weather that can affect all aspects of life. In order to monitor and manage droughts using relevant indicators, six synoptic stations were selected in South Khorasan province, corresponding to the cities of Birjand, Qain, Nehbandan, Ferdous, Tabas and Beshravieh. …”
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Multivariate Load Forecasting of Integrated Energy System Based on CEEMDAN-CSO-LSTM-MTL by WANG Yongli, LIU Zeqiang, DONG Huanran, LI Dexin, CHEN Xin, GUO Lu, WANG Jiarui

“…Firstly，preprocess the collected raw load data and calculate the actual load value considering system energy loss； Secondly，the maximum information coefficient （MIC） is used to analyze the correlation between multiple loads and between multiple loads and weather factors，and to extract strongly correlated variables of multiple loads； Once again，the strongly correlated variables of multiple loads are substituted into CEEMDAN，and the load data is decomposed into stationary subsequences； Then，the feature sequence is substituted into the LSTM-MTL shared layer and the CSO algorithm is used to optimize the prediction model，achieving collaborative prediction of multiple loads； Finally，the performance of the constructed model was validated using a multivariate load dataset from a chemical park in Jilin City，Jilin Province，China. …”
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Design and Implementation of Single Axis Solar Tracking System: Utilizing GPS, Astronomical Equations, and Satellite Dish Actuator for Optimal Efficiency by Rizgar Ahmed Salih, Karzan Qadir Mohammed, Peshawa Osman Hama, Rawaz Othman Hassan, Barham Kamal Noori

“…The system has been field tested in Sulaymaniyah, Iraq, to evaluate its performance in different weather conditions and compare it with a fixed PV system. …”
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Research on Airport Target Recognition under Low-Visibility Condition Based on Transfer Learning by Jiajun Li, Yongzhong Wang, Yuexin Qian, Tianyi Xu, Kaiwen Wang, Liancheng Wan

“…From the perspective of transfer learning, this paper will explore the identification of all targets (mainly including aircraft, humans, ground vehicles, hangars, and birds) in the airport field under low-visibility conditions (caused by bad weather such as fog, rain, and snow). First, a variety of deep transfer learning networks are used to identify well-visible airport targets. …”
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The effect of climatic variables on vegetation indices (Case study: Orange orchards in Hassan Abad, Darab County by ALI hashemi, Hojjatollah Yazdanpanah, Mehdi Momeni

“…Consequently, observational data, including orange tree phenology data and meteorological data from the agricultural weather station, were collected over a period of more than 10 years (2006 to 2016). …”
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Real-time geo-decisional system for risk and disaster management in Madagascar by Rakotoarison Tsiorinantenaina René, Hajalalaina Aimé Richard

“…Our prototype uses NASA’s weather data streaming service via an API. The ETL is written in a Matlab script and loads the data into a spatial database in Postgresql after processing. …”
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Climate change shifts risk of soil salinity and land degradation in water-scarce regions by Isaac Kramer, Nadav Peleg, Yair Mau

“…We combine a soil–water-salinity–sodicity model (SOTE) and a weather generator model (AWE-GEN) to develop a framework for studying salinity and sodicity dynamics under changing climate definitions. …”
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Trends in Moisture Index, Farmland Area, and Their Combined Effects on Grain Production in Northern China by Qingshui Lu, Zhiqiang Gao, Xinliang Xu, Jicai Ning, Xiaoli Bi

“…To analyze the effects of land use and climate change on grain production, the area of farmland in northern China during 1988–2008 was determined from remote sensing images, a moisture index (MI) was calculated from daily meteorological data obtained from weather stations, and unit grain production was obtained from statistical yearbooks. …”
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Quails of Stavropol Region: Autumn Food Habits by Anatoly P. Kaledin, Lyubov V. Malovichko, Alexander G. Rezanov, Lyudmila S. Drozdova, Andiya T. Serikbayeva

“…The population fluctuates from year to year, depending on spring weather conditions. Their optimal nestling grounds include irrigated fields and areas near canals and ponds. …”
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Mortality risk during heatwaves: An evaluation of effects by heatwaves characteristics in Serbia by Allen Michael J., Arsenović Daniela, Savić Stevan, Nikitović Vladimir

“…Extreme temperatures and heatwaves are recognized as one of the deadliest weather-related hazards. The first of its kind in the Balkans region, this study explores the effects of heatwave timing, duration, and intensity on mortality in Serbia. …”
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