Forecasting Agricultural Commodity Prices Using Dual Input Attention LSTM by Yeong Hyeon Gu, Dong Jin, Helin Yin, Ri Zheng, Xianghua Piao, Seong Joon Yoo

“…Fluctuations in agricultural commodity prices affect the supply and demand of agricultural commodities and have a significant impact on consumers. …”
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Mapping the Swiss Vaccine Supply Chain by Bublu Thakur-Weigold, Pascal Buerki, Patrice Frei, Stephan M. Wagner

“…A supply chain map provides public health officials with a shared view of the vaccine supply chain in order to better match supply with demand. The case study contributes to developed country studies. …”
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Innovation Dynamics of Socio-Technical Alignment in Community Energy Storage: The Cases of DrTen and Ecovat by Binod Prasad Koirala, Ellen van Oost, Henny van der Windt

“…In this context, community energy storage has potential to better integrate energy supply and demand at the local level and can contribute towards accommodating the needs and expectations of citizens and local communities as well as future ecological needs. …”
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Sustainability of the banking system and the role of monetary policy: Financial liberation in Iraq by Hameed H. Khalaf, Alaa Abduljabbar Hussein Al-Azzawi, Ziad Ezzeldien Taha

“… The Iraqi economy is rentier and heavily reliant on oil revenues because oil prices are volatile and subject to supply and demand on the global market, causing money supply instability. …”
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A Study on Optimal Power System Reinforcement Measures Following Renewable Energy Expansion by Hyuk-Il Kwon, Yun-Sung Cho, Sang-Min Choi

“…First, the scenarios are categorized according to their renewable energy interconnection capacity and electricity supply and demand, from which a database is established. …”
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THE ROLE OF TOURISM IN THE REGENERATION OF PERIPHERAL NEIGHBOURHOODS: A COMPARISON BETWEEN ALCÂNTARA (LISBON) AND BAGNOLI (NAPLES) by Luis Miguel BRITO, Luca ZARRILLI

“…Despite the millions of visitors every year, both supply and demand are not homogeneous in these cities, concentrating demand in the Historical centres. …”
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Intelligent day-ahead optimization scheduling for multi-energy systems by Yang Yufeng, Yang Yufeng, Zhou Zhicheng, Zhou Zhicheng, Xiao Xubing, Xiao Xubing, Pang Yaxin, Shi Linjun

“…The Gurobi solver is used to optimize the residential community’s supply and demand sides of the traditional CCHP system (T-CCHP) and the CCHP system with energy storage (CCHP-ESS) under insufficient solar power. …”
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Fire Suppression Resource Scarcity: Current Metrics and Future Performance Indicators by Erin J Belval, Crystal S Stonesifer, David E Calkin

“…To determine the composition and scale of this set of suppression resources managers may utilize data produced by past supply and demand information. The key challenge with this approach is that there is currently no clear system of record to track suppression resource supply and demand, and there are potential pitfalls within existing systems that may provide misleading information regarding the true levels of resource scarcity. …”
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ANALYSIS OF MARKET: METHODOLOGICAL ASPECT by T. Yu. Shabanov

“…The concept of the market model from the standpoint of the dynamic equilibrium of supply and demand is described, a technique based on variational deviations of trends is proposed. …”
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To fully exert the important role of natural gas in building a modern energy security system in China: An understanding of China's National l3th Five-Year Plan for Natural Gas Deve... by Zhen Wang, Qing Xue

“…In view of this, based upon China's National 13th Five-Year Plan for Natural Gas Development formulated by the National Development and Reform Commission, the developing trend of natural gas sector was predicted in the period of 13th Five-Year Plan in terms of supply side, demand side, pricing system, infrastructure construction, etc. and some feasible proposals were made on the whole industrial chain. …”
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Greenspace to Meet People’s Demand: A Case Study of Beijing in 2005 and 2015 by Zhanghao Chen, Ganlin Huang

“…Furthermore, we identified neighborhoods with low supply/high demand and that lost greenspace between 2005–2015. …”
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Analysis of influencing factors and prediction of China’s Containerized Freight Index by Xiaoying Tu, Yiling Yang, Yu Lin, Shiqun Ma

“…The shipping market is a complex ecosystem influenced by various factors, including vessel supply and demand, cargo supply and demand relationships and prices, fuel prices, and competition from substitute and complementary markets. …”
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Inferencing Space Travel Pricing from Mathematics of General Relativity Theory, Accounting Equation, and Economic Functions by Kang-Lin Peng, Xunyue Xue, Liqiong Yu, Yixin Ren

“…Thus, the market equilibrium occurs at the equivalence of supply and demand functions, like the GRT, which presents the equivalence between the spatial geometric tensor and the energy–momentum tensor, explaining the principles of gravity and the motion of space matter in the spacetime framework. …”
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A Probabilistic Approach for Characterization of Sub-Annual Socioeconomic Drought Intensity-Duration-Frequency (IDF) Relationships in a Changing Environment by Hadi Heidari, Mazdak Arabi, Mahshid Ghanbari, Travis Warziniack

“…The probabilistic approach presented in this study provides a procedure to update sub-annual socioeconomic drought IDF curves while taking into account changes in water supply and demand conditions.…”
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In-country availability of medical abortion medicines: a description of the framework and methodology of the WHO landscape assessments by Ulrika Rehnström Loi, Ndola Prata, Amy Grossman, Antonella Lavelanet, Natalie Williams, Bela Ganatra

“…The availability framework includes both supply and demand sides of commodity availability, considering factors from product introduction to use. …”
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Hierarchical Reinforcement Learning for Crude Oil Supply Chain Scheduling by Nan Ma, Ziyi Wang, Zeyu Ba, Xinran Li, Ning Yang, Xinyi Yang, Haifeng Zhang

“…Two main difficulties coexist in this problem: the large problem scale and uncertain supply and demand. Traditional operations research (OR) methods, which rely on forecasting supply and demand, face significant challenges when applied to the complicated and uncertain short-term operational process of the crude oil supply chain. …”
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TMCS-ENN: A Temporal Feature-Correlation Cuckoo Search-Elman Neural Network for Sugar Raw Materials Demands Prediction by Haibo Cui, Yuqi Zhou, Weiming Liu, Yangying Li, Zhijun Chen, Du He

“…In view of the above problems, combined with the characteristics of the supply and demand cycle of sugar raw materials, this paper aims to predict the demand for raw materials based on their supply and demand in a real sugar company by optimizing the Elman neural network through the modified cuckoo search (MCS) algorithm with temporal features. …”
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Evaluation of Supply–Demand Matching of Public Health Resources Based on Ga2SFCA: A Case Study of the Central Urban Area of Tianjin by Xiaoyu Guo, Suiping Zeng, Aihemaiti Namaiti, Jian Zeng

“…The results showed the following: (1) there was a good fit between supply and demand for public medical and natural health resources in Tianjin’s central urban area. …”
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Propensity to emigrate: driving forces’ search by Ieva Urbonavičienė, Manuela Tvaronavičienė

“…Driving forces initiating emigration of qualified labour force are being discussed by taking a closer look at supply and demand of knowledge-susceptible employees. Structure of Lithuanian economy, number of universities’ graduates, and responses of 1001 business enterprises about supply and demand of high-skilled employees have been taken into account. …”
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Comprehensive Benefit Evaluation of Hybrid Pumped-Storage Power Stations Based on Improved Rank Correlation-Entropy Weight Method by Yudong Tan, Guosheng Xie, Yunhao Xiao, Yi Luo, Xintao Xie, Ming Wen

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