数学在地球物理勘探中的影响及发展趋势

{"title":"数学在地球物理勘探中的影响及发展趋势","authors":"","doi":"10.23977/tracam.2023.030105","DOIUrl":null,"url":null,"abstract":"Mathematics plays a significant role in geophysical exploration and exhibits multiple development trends. Machine learning and artificial intelligence are applied to the processing of geophysical data, extracting features, establishing models, and making predictions and interpretations through the analysis of extensive data sets. Big data analysis methods are widely employed in geophysical exploration to manage the growing volume of data and extract valuable information from it. Collaboration between mathematics, computer science, geology, and other disciplines is becoming increasingly intertwined to enhance the accuracy and efficiency of geophysical data processing and interpretation. The development of integrated approaches becomes a trend in geophysical exploration, enhancing accuracy and reliability by merging data and interpretations from various exploration methods. These developmental trends will drive innovation and advancement in the field of geophysical exploration, offering robust support for resource prospecting, environmental monitoring, and other domains.","PeriodicalId":484637,"journal":{"name":"Transactions on Computational and Applied Mathematics","volume":"69 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The Influence and Development Trends of Mathematics in Geophysical Exploration on Earth\",\"authors\":\"\",\"doi\":\"10.23977/tracam.2023.030105\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Mathematics plays a significant role in geophysical exploration and exhibits multiple development trends. Machine learning and artificial intelligence are applied to the processing of geophysical data, extracting features, establishing models, and making predictions and interpretations through the analysis of extensive data sets. Big data analysis methods are widely employed in geophysical exploration to manage the growing volume of data and extract valuable information from it. Collaboration between mathematics, computer science, geology, and other disciplines is becoming increasingly intertwined to enhance the accuracy and efficiency of geophysical data processing and interpretation. The development of integrated approaches becomes a trend in geophysical exploration, enhancing accuracy and reliability by merging data and interpretations from various exploration methods. These developmental trends will drive innovation and advancement in the field of geophysical exploration, offering robust support for resource prospecting, environmental monitoring, and other domains.\",\"PeriodicalId\":484637,\"journal\":{\"name\":\"Transactions on Computational and Applied Mathematics\",\"volume\":\"69 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Transactions on Computational and Applied Mathematics\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.23977/tracam.2023.030105\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Transactions on Computational and Applied Mathematics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.23977/tracam.2023.030105","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

数学在地球物理勘探中发挥着重要作用,呈现出多种发展趋势。机器学习和人工智能被应用于地球物理数据的处理,提取特征,建立模型,并通过分析大量数据集进行预测和解释。大数据分析方法被广泛应用于地球物理勘探中,以管理不断增长的数据量并从中提取有价值的信息。数学、计算机科学、地质学和其他学科之间的合作正日益交织在一起,以提高地球物理数据处理和解释的准确性和效率。综合方法的发展成为地球物理勘探的趋势,通过合并各种勘探方法的数据和解释来提高准确性和可靠性。这些发展趋势将推动地球物理勘探领域的创新和进步,为资源勘探、环境监测等领域提供有力支撑。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Influence and Development Trends of Mathematics in Geophysical Exploration on Earth
Mathematics plays a significant role in geophysical exploration and exhibits multiple development trends. Machine learning and artificial intelligence are applied to the processing of geophysical data, extracting features, establishing models, and making predictions and interpretations through the analysis of extensive data sets. Big data analysis methods are widely employed in geophysical exploration to manage the growing volume of data and extract valuable information from it. Collaboration between mathematics, computer science, geology, and other disciplines is becoming increasingly intertwined to enhance the accuracy and efficiency of geophysical data processing and interpretation. The development of integrated approaches becomes a trend in geophysical exploration, enhancing accuracy and reliability by merging data and interpretations from various exploration methods. These developmental trends will drive innovation and advancement in the field of geophysical exploration, offering robust support for resource prospecting, environmental monitoring, and other domains.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信