The Impacts of Assimilating Radar Reflectivity for the Analysis and Forecast of “21.7” Henan Extreme Rainstorm Within the Gridpoint Statistical Interpolation–Ensemble Kalman Filter System: Issues with Updating Model State Variables by Aiqing Shu, Dongmei Xu, Jinzhong Min, Ling Luo, Haiyan Fei, Feifei Shen, Xiaojun Guan, Qilong Sun

“…The 4 h deterministic forecasts based on the ensemble mean analysis demonstrate that updating all variables provides the best improvement in predicting the “21.7” Henan extreme rainstorm. …”
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Photovoltaic Short-Term Output Power Forecast Model Based on Improved Complete Ensemble Empirical Mode Decomposition with Adaptive Noise–Kernel Principal Component Analysis–Long Short-Term Memory by Lan Cao, Haoyu Yang, Chenggong Zhou, Shaochi Wang, Yingang Shen, Binxia Yuan

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Global, regional, and national burden and risk factors of ischemic heart disease, 1990–2021: an analysis of the global burden of disease study by Quankai Cheng, Sheng Zhou, Haicheng Zhong, Ziming Wang, Chang Liu, Jingjing Sun, Jie Deng

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Logarithmic Mean Divisia Index Analysis and Dynamic Back Propagation Neural Network Prediction of Transport Carbon Emissions in Henan Province by Changjiang Mao, Jian Luo, Shengyang Jiao, Bin Zhao

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Adaptation of k-means to automated forecasting of poorly structured time series of economic dynamics by Dunskaia Lada, Popova Elena

“…Thus, research in this area is urgent, as confirmed not only by the nature of the series, but also by the need to find more advanced methods of analysis and forecasting. The article provides preliminary analysis, additionally constructing a forecast based on a linear cellular automaton. …”
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Evaluation of mineral and near-infrared forecasting of wheat yield varieties using spectrophotometric techniques by H.A. Pardhe, N. Krishnaveni, B.K. Chekraverthy, S. Patel, S. Naveen, V. Rashmi, P.C. Govinden

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CHINESE RETAIL MARKET: REAL POTENTIAL TO BECOME THE GREATEST WORLDWIDE BEFORE 2020 by ECATERINA STǍNCULESCU

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Study of the multi-index coupling forecasting model of coal and gas outburst and its application by ZHANG You-yi, CUI Jin-lei, JIAO Xiang-dong

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Using random forests to forecast daily extreme sea level occurrences at the Baltic Coast by K. Bellinghausen, B. Hünicke, E. Zorita

“…</p> <p>The method is purely data-driven and is trained with sea level data from the Global Extreme Sea Level Analysis (GESLA) dataset and from the meteorological reanalysis ERA5 of the European Centre for Medium-Range Weather Forecasts (ECMWF).…”
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Artificial Intelligence in Data Science: Evaluating Forecasting Models for Solar Energy in the Amazon Basin by Andre Luis Ferreira Marques, Ricardo Sbragio, Pedro Luiz Pizzigatti Correa, Marcelo Ramos Martins

“…Forecasting models employing machine learning (ML) and deep learning (DL) have become fundamental for assessing the technical feasibility of renewable energy systems. …”
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Tools for forecasting regional economic growth using big data and business intelligence technologies by Afanasev Kirill, Kalinin Aleksandr

“…The significance of the study is due to the increasing complexity of regional economic growth forecasting in the context of digital transformation and the limitations of traditional analysis methods. …”
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Comparison and Forecasting of VaR Models for Measuring Financial Risk: Evidence from China by Yuling Wang, Yunshuang Xiang, Huan Zhang

“…Particularly, we find that the GARCH-GED model has the lowest forecasting failure rate in the class of GARCH models.…”
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IMPLEMENTATION OF FUZZY TIME SERIES CHEN FOR FORECASTING INDONESIAN OIL AND GAS IMPORTS VALUE by Septri Damayanti, Siska Yosmar, Nur Afandi

“…One of the newest methods of time series analysis used in this research is Fuzzy Time Series Chen method. …”
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Analyzing Instagram Engagement to Forecast Domestic Tourist Trips in Lake Toba and North Sumatra by Erna Nurmawati, Teguh Sugiyarto, Navika Artiari, Adelina Rahmawati

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Method for Forecasting Transport Properties of Working Substances used in Industrial Thermal Power System by V. S. Eldarov, I. I. Vahabov, A. L. Bahtijarov

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Application of modified equations of dynamics of average for operational forecasting of the turn and results of battle action by Borys Butvin, Olexander Mashkin, Olexii Solomitskii

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On the Techa’s reservoirs cascade influence on the long-term forecast of the Techa river radioactive contamination by S. S. Utkin

“…The aim of the article is the implementation of the modern radiation protection system to the existing or potential exposure situations of public residing near the Techa river and an analysis of possible features, events, and processes considered in the longterm forecasts performed in the field of public radiation safety. …”
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Analyzing and forecasting the dynamics of Internet resource user sentiments based on the Fokker–Planck equation by J. P. Perova, S. A. Lesko, A. A. Ivanov

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Primordial gravitational waves as probe of dark matter in interferometer missions: Fisher forecast and MCMC by Anish Ghoshal, Debarun Paul, Supratik Pal

“…Employing Fisher matrix forecast analysis, we identify the parameter space involving non-minimal coupling to gravity ξ, reheating temperature of the Universe T rh and DM mass M DM where the GW detector-sensitivities will be the maximum with the least error, along with SNR > 10. …”
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Data-Driven Optimized Load Forecasting: An LSTM-Based RNN Approach for Smart Grids by Muhammad Asghar Majeed, Sotdhipong Phichaisawat, Furqan Asghar, Umair Hussan

“…Accurate load forecasting is essential for ensuring the stability and efficiency of modern power systems, particularly in the context of increasing renewable energy integration. …”
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