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Total Organic Carbon Content Prediction in Lacustrine Shale Using Extreme Gradient Boosting Machine Learning Based on Bayesian Optimization
Published 2021-01-01“…However, common TOC prediction methods rely on empirical formulas, and their applicability varies widely from region to region. In this study, a novel data-driven Bayesian optimization extreme gradient boosting (XGBoost) model was proposed to predict the TOC content using wireline log data. …”
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583
AgroClimate Crop Season Planning Tool: Reducing the Risk of Extreme Weather Events during Key Stages of Crop Development
Published 2018-04-01“…The Crop Season Planning tool is a climate-based tool that enables growers to plan planting strategies that will minimize risk to climate extremes based on historical climate data at their location. …”
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584
Shoulder Strength and Closed Kinetic Chain Upper Extremity Stability Test Performance in Division III Collegiate Baseball and Softball Players.
Published 2021-06-01“…# Background Shoulder strength measured with a handheld dynamometer (HHD) and the Closed Kinetic Chain Upper Extremity Stability Test (CKCUEST) are clinical tools that have been used to measure athlete’s performance and track their progress…”
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Improving wheat yield prediction through variable selection using Support Vector Regression, Random Forest, and Extreme Gradient Boosting
Published 2025-03-01“…This study uses these data to develop a wheat grain yield (GY) prediction model, using machine learning techniques such as Random Forest (RF), Support Vector Regression (SVR), and Extreme Gradient Boosting (XGBoost). …”
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587
Temporal Trends and Spatial Patterns of Temperature and Its Extremes over the Beijing-Tianjin Sand Source Region (1960–2014), China
Published 2018-01-01“…All extreme temperature indices showed warming trends at most stations; a higher warming slope in extreme temperature mainly occurred along the northeast border and northwest border and in the central-southern mountain area. …”
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588
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589
Technology for Improving Distribution Network Disaster-Prevention Capabilities for Intercurrent Natural Disasters Areas Under Extreme Weather: Review and Prospect
Published 2025-01-01“…The frequent occurrence of natural disasters under extreme weather conditions poses a significant threat to the safe operation of distribution systems. …”
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590
Efficacy of Transcutaneous Electrical Acupoint Stimulation on Modulating Upper Extremity Sympathetic Skin Response in Alleviating Cancer Survivors With Chemotherapy-Induced Peripheral Neuropathy: A Propensity Score-Matched Cohort Study
Published 2025-01-01“…Yongming Xu,1,* Junzhen Wu,1,* Qingqing Jiang,2 Yingying Lv,1 Jin Zhou,1 Zhiyu Wang,3 Hui Zhao,3 Dongping Du1 1Department of Pain Management Center, Shanghai Sixth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, People’s Republic of China; 2Department of Neurology, Shanghai Sixth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, People’s Republic of China; 3Department of Internal Oncology, Shanghai Sixth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, People’s Republic of China*These authors contributed equally to this workCorrespondence: Dongping Du, Department of Pain Management Center, Shanghai Jiao Tong University Affiliated Sixth People’s Hospital, Shanghai, People’s Republic of China, Tel +86-21-24058896, Email dudp@sjtu.edu.cn Hui Zhao, Department of Neurology, Shanghai Jiao Tong University Affiliated Sixth People’s Hospital, 600 Yishan Road, Shanghai, 200233, People’s Republic of China, Tel +86-21-24058328, Fax +86-21-240598328, Email zhao-hui@sjtu.edu.cnObjective: Chemotherapy-induced peripheral neuropathy (CIPN) is a common side effect of chemotherapy and it is currently intractable We compared the efficacy of transcutaneous electrical acupoint stimulation (TEAS) against non-TEAS groups and investigated the variables that predict effective relief of upper extremity pain in cancer survivors with CIPN.Methods: We retrospectively collected data of cancer survivors who developed CIPN between May 2017 to March 2022. …”
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591
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592
DEVELOPMENT OF THE TECHNIQUE OF FORMATION OF THE CONTOUR OF LIMITING ALLOWABLE INDICATORS
Published 2016-07-01“…In article the possibility of creation of a contour of limiting allowable indicators by means of use of the theory of extreme usefulness and the concept of limit costs which have formed theoretical base for development of a technique of creation of the universal modular scheme of carrying out calculations of indicators of activity of the organization is considered. …”
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593
Study of the models of large-scale atmospheric circulation system model on intesify rainfall in Ardebil plain
Published 2022-09-01“…For that purpose, daily mean sea-level pressure (MSLP) for extreme precipitation days from 1971 to 2007 is used to derive six circulation indices and to provide a circulation catalogue with 27 circulation types. …”
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594
Effects of meteorological factors on the retention of particulate matter in lawn grass blades
Published 2025-01-01“…When the blade retains a certain amount of dust, the maximum wind speed is greater than 9.1 m·s-1, which leads to a decrease in the dust retention of lawn grass blades. …”
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Incorporation of Structural Health Monitoring Coupled Data in Dynamic Extreme Stress Prediction of Steel Bridges Using Dynamic Coupled Linear Models
Published 2020-01-01“…Firstly, the modeling processes about dynamic coupled linear models (DCLM) are provided based on a supposed coupled time series; furthermore, the dynamic probabilistic recursion processes about DCLM are given with Bayes method; secondly, the monitoring dynamic coupled extreme stress data is taken as a time series, historical monitoring coupled extreme stress data-based DCLM and the corresponding Bayesian probabilistic recursion processes are given for predicting bridge extreme stresses; furthermore, the monitoring mechanism is provided for monitoring the prediction precision of DCLM; finally, the monitoring coupled extreme stress data of a steel bridge is used to illustrate the proposed approach which can provide the foundations for bridge reliability prediction and assessment.…”
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597
Changes in physical characteristics of extreme rainfall events during the Indian summer monsoon based on downscaled and bias-corrected CMIP6 models
Published 2025-01-01“…Under the highest emission scenario, SSP5-8.5, at the end of the century, summer monsoon season total rainfall exhibits a 1.1-fold increase, while extreme rainfall intensity demonstrates a more substantial rise of 1.3-fold. …”
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598
Rapid Landslide Detection Following an Extreme Rainfall Event Using Remote Sensing Indices, Synthetic Aperture Radar Imagery, and Probabilistic Methods
Published 2024-12-01“…The rapid detection of landslide phenomena that may be triggered by extreme rainfall events is a critical point concerning timely response and the implementation of mitigation measures. …”
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599
Le réchauffement climatique actuel influence-t-il l’activité des ouragans extrêmes de l’Atlantique Nord (1945-2018) ?
Published 2020-04-01“…This research concerning the North Atlantic Ocean is trying to establish a link between the extreme hurricanes (categories 4 and 5) activity and the global warming over the period 1945-2018. …”
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Corrigendum to “Spatio‐temporal Variability and Trends in Extreme Temperature Events in Finland over the Recent Decades: Influence of Northern Hemisphere Teleconnection Patterns”...
Published 2019-01-01“…Interannual variations in the temperature indices were significantly associated with a number of NHTPs. In general, warm temperature extremes show significant correlations with the East Atlantic and the Scandinavia patterns and cold temperature extremes with the Arctic Oscillation and the North Atlantic Oscillation patterns.…”
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