A comparative Bayesian optimization-based machine learning and artificial neural networks approach for burned area prediction in forest fires: an application in Turkey
Author:
Publisher
Springer Science and Business Media LLC
Subject
Earth and Planetary Sciences (miscellaneous),Atmospheric Science,Water Science and Technology
Link
https://link.springer.com/content/pdf/10.1007/s11069-023-06187-4.pdf
Reference62 articles.
1. Abdollahi M, Hassan Q K, Chowdhury E H, & Gupta A (2017) Exploring the relationships between topographical elements and forest fire occurrences in Alberta, Canada. In: Remote sensing of hydrometeorological hazards, 285–298
2. Al-Janabi S, Al-Shourbaji I, Salman MA (2018) Assessing the suitability of soft computing approaches for forest fires prediction. Appl Comput Inform 14(2):214–224
3. Alade IO, Abd Rahman MA, Saleh TA (2019) Predicting the specific heat capacity of alumina/ethylene glycol nanofluids using support vector regression model optimized with Bayesian algorithm. Sol Energy 183:74–82
4. Amos C, Petropoulos GP, Ferentinos KP (2019) Determining the use of Sentinel-2A MSI for wildfire burning & severity detection. Int J Remote Sens 40(3):905–930
5. Anshori M, Mar'i F, Alauddin M W, & Mahmudy W F (2019) Prediction of forest fire using neural network based on extreme learning machines (ELM). In: 2019 International conference on sustainable information engineering and technology (SIET) (pp. 301–305). IEEE
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