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. The results show that compared with traditional prediction models，the constructed model can effectively improve the prediction accuracy of multiple loads in the integrated energy system.…”
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Constructing Attention-LSTM-VAE Power Load Model Based on Multiple Features by Chaoyue Ma, Ying Wang, Feng Li, Huiyan Zhang, Yong Zhang, Haiyan Zhang

“…The dataset includes 2 years of load values and weather data collected in Caojiaping, Hunan Province, China. The experimental results show that the Attention-LSTM-VAE model has the lowest mean absolute error of 0.0374 and the highest R-squared value of 0.9714, verifying the accuracy of the model. …”
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Revolutionizing Africa's carbon footprint through innovative technology dissemination strategies for greenhouse gas emission reduction: an MCDM approach by Tafuteni Chusi, Su Qian, Jakub Więckowski, Mouhamed Bayane Bouraima, Yanjun Qiu

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A Novel Method for Predicting Urban Residential Quality Distribution Based on Multi-Interest Consideration by Jiawen Ren, Xin Zhou, Jingjing An, Xing Shi, Xing Jin, Tianzhen Hong, Da Yan

“…The proposed model was applied as a case study to Guanxian County in Shandong Province, China. Three scenario analyses were conducted: a free development scenario, a government macro-regulation scenario, and a scenario with an adjusted preference value for residential quality. …”
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Multifractal Analysis of Temporal Variation in Soil Pore Distribution by Yanhui Jia, Yayang Feng, Xianchao Zhang, Xiulu Sun

“…Field observation data were collected in a sandy loam area of the People’s Victory Canal Irrigation scheme in Henan Province, China. A 200 m × 200 m test plot with five sampling points was used to collect soil samples at three depth layers (10–30 cm, 30–50 cm, and 50–70 cm) for soil water retention curve and particle size composition analysis, with a total of seven sampling events throughout the growing season. …”
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County-Scale Spatial Distribution of Soil Enzyme Activities and Enzyme Activity Indices in Agricultural Land: Implications for Soil Quality Assessment by Xiangping Tan, Baoni Xie, Junxing Wang, Wenxiang He, Xudong Wang, Gehong Wei

“…Here the spatial distribution of soil enzymatic properties in agricultural land was evaluated on a county-wide (567 km2) scale in Changwu, Shaanxi Province, China. The spatial variations in activities of five hydrolytic enzymes were examined using geostatistical methods. …”
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Effects of Highway Landscapes on Drivers’ Eye Movement Behavior and Emergency Reaction Time: A Driving Simulator Study by Fengxiang Guo, Mingyuan Li, Yao Chen, Jian Xiong, Jaeyoung Lee

“…In this study, four simulation scenarios are evaluated including open space, semiopen space, semiclosed space, and enclosed space landscapes on highways in Yunnan Province, China. Twenty-four experienced drivers participated in a 6-kilometer driving experiment in each landscape scenario. …”
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Effectiveness of inactivated influenza vaccine against laboratory-confirmed influenza in elderly Chinese patients with diabetes: A test-negative design case-control study by Zhengyan Chen, Tianchi Yang

“…We conducted a retrospective test-negative case-control study among diabetic patients aged 60 years and older in Ningbo, Zhejiang Province, China, spanning for four influenza seasons from 2018–19 to 2021–22. …”
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Risk factors for ischemic osteonecrosis of the femoral head after internal fixation with multiple cannulated screws for Pauwels type III femoral neck fracture by Yang Shuo

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Correlation of Body Mass Index and Waist-Hip Ratio with Severity and Complications of Hyperlipidemic Acute Pancreatitis in Chinese Patients by Lixin Yang, Jing Liu, Yun Xing, Lichuan Du, Jing Chen, Xin Liu, Jianyu Hao

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Quantitative analysis and risk assessment of heavy metal pollution in an intensive industrial and agricultural region by Tao Wen, Yibo Cheng, Yali Yuan, Ruilian Sun

“…To explore the contamination of heavy metals in an intensive industrial and agricultural region in Shandong province, China, 101 surface soil samples and 80 samples of edible crop parts were collected from the vicinity of an industrial park. …”
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Multi-scale comparison of the formation mechanisms in landscape genes of traditional villages by Chao Yu, Zhiyuan Zhou, Junbo Gao, Xiangmin Zhang, Qian Zheng, Zhengbing Liu, Zhifei Ma, Weichun He, Suping Wen

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Difference Analysis of Disaster Types and Grading Control Technologies for Risk of Caving of Coal Roadway Roof by Jicheng Feng, Zhiheng Cheng, Hongbing Wang, Jianjun Shi, Haoyu Shi, Shuaifeng Yin

“…III in Zhaogu Coal Mine No. 2 in Jiaozuo City of Henan Province, China. According to the zoning characteristics of the coal mine, a targeted support design test is carried out in the same intake airway of working face 11030 of the mine. …”
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Rapid Monitoring of Mercury in Air from an Organic Chemical Factory in China Using a Portable Mercury Analyzer by Akira Yasutake, Jin Ping Cheng, Masako Kiyono, Shimpei Uraguchi, Xiaojie Liu, Kyoko Miura, Yoshiaki Yasuda, Nikolay Mashyanov

“…A chemical factory, using a production technology of acetaldehyde with mercury catalysis, was located southeast of Qingzhen City in Guizhou Province, China. Previous research showed heavy mercury pollution through an extensive downstream area. …”
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Rethinking Urban Greening: Implications of Crime Prevention Through Environmental Design for Enhancing Perceived Safety in Baitashan Park, Lanzhou by Fei Hou, Massoomeh Hedayati Marzbali, Mohammad Javad Maghsoodi Tilaki, Aldrin Abdullah

“…Baitashan Park is Located in Lanzhou City, Gansu Province, China. It is an iconic urban park with significant cultural and recreational value. …”
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Multifractal Analysis of Acoustic Emissions during Hydraulic Fracturing Experiments under Uniaxial Loading Conditions: A Niutitang Shale Example by Jingqiang Tan, Jun Xie, Lei Li, Qiao Lyu, Jianqiang Han, Zhengguang Zhao

“…In this study, hydraulic fracturing experiments on the shale samples from Niutitang Formation in Hunan Province (China) under a uniaxial loading condition are conducted. …”
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Stem Cell-Based Therapeutic Approaches to Restore Sensorineural Hearing Loss in Mammals by Muhammad Waqas, Iram Us-Salam, Zainab Bibi, Yunfeng Wang, He Li, Zhongshou Zhu, Shuangba He

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Space-based long term condition monitoring of cold region pavement with PS-InSAR by Yusheng Jiang, Xiong Yu

“…The testbed used is a cold-region airport located in Qinghai Province, China. The site contains heterogeneous ground conditions in an area of 4km $$\times$$ × 6km. …”
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The Relationship Between Self-Control and Non-Suicidal Self-Injury in Adolescent Psychiatric Outpatients: Exploring the Role of Self-Control by Zhenhua Chen, Jie Xu, Ronghua Zhang, Yuxuan Wang, Ziwei Shang

“…Method: This study was conducted in a psychiatric department of a hospital in Hubei Province, China, involving 206 adolescent psychiatric outpatients (135 females, 12–18 years old). …”
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Knowledge, attitudes, and practice toward sarcopenia among maintenance dialysis patients in Anhui, China by Qianyun Zhao, Xiyao Yang, Manzhen Bao, Miao Zhang, Deguang Wang

“…Methods This multicenter cross-sectional study was conducted in November 2022 among MHD patients in the Anhui Province, China. A self-administered questionnaire was used to collect their demographic characteristics and KAP toward sarcopenia. …”
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