Development and comparative analysis of ANN and SVR-based models with conventional regression models for predicting spray drift
Author:
Publisher
Springer Science and Business Media LLC
Subject
Health, Toxicology and Mutagenesis,Pollution,Environmental Chemistry,General Medicine
Link
https://link.springer.com/content/pdf/10.1007/s11356-022-23571-y.pdf
Reference55 articles.
1. Adamowski J, Fung Chan H, Prasher SO, Ozga-Zielinski B, Sliusarieva A (2012) Comparison of multiple linear and nonlinear regression, autoregressive integrated moving average, artificial neural network, and wavelet artificial neural network methods for urban water demand forecasting in Montreal, Canada. Water Resour Res 48:1–14. https://doi.org/10.1029/2010WR009945
2. Basheer IA, Hajmeer M (2000) Artificial neural networks: fundamentals, computing, design, and application. J Microbiol Methods 43(1):3–31. https://doi.org/10.1016/S0167-7012(00)00201-3
3. Beck MW (2018) NeuralNetTools: visualization and analysis tools for neural networks. J Stat Softw 85(11):1–20. https://doi.org/10.18637/jss.v085.i11
4. Besalatpour AA, Ayoubi S, Hajabbasi MA, Mosaddeghi MR, Schulin R (2013) Estimating wet soil aggregate stability from easily available properties in a highly mountainous watershed. CATENA 111:72–79. https://doi.org/10.1016/j.catena.2013.07.001
5. Butler Ellis MC, Miller PC (2010) The Silsoe spray drift model: a model of spray drift for the assessment of non-target exposures to pesticides. Biosys Eng 107:169–177. https://doi.org/10.1016/j.biosystemseng.2010.09.003
Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Proportional impact prediction model of coating material on nitrate leaching of slow-release Urea Super Granules (USG) using machine learning and RSM technique;Scientific Reports;2024-02-06
2. Based on machine learning model for prediction of CO2 adsorption of synthetic zeolite in two-step solid waste treatment;Arabian Journal of Chemistry;2024-02
3. Mechanical properties evaluation of waste gangue-based cemented backfill materials based on an improved response surface model;Environmental Science and Pollution Research;2023-12-11
4. A novel approach in predicting virtual garment fitting sizes with psychographic characteristics and 3D body measurements using artificial neural network and visualizing fitted bodies using generative adversarial network;Heliyon;2023-07
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3