开源软件加速应用地球物理学研究的机遇

L. Heagy, Seogi Kang, J. Capriotti, Dominique Fournier, R. Cockett, D. Oldenburg
{"title":"开源软件加速应用地球物理学研究的机遇","authors":"L. Heagy, Seogi Kang, J. Capriotti, Dominique Fournier, R. Cockett, D. Oldenburg","doi":"10.1190/tle43020084.1","DOIUrl":null,"url":null,"abstract":"The potential for open-source software and open-science practices to accelerate research in applied geophysics and thereby contribute to solutions of geoscientific problems impacting society is considered. We provide context on the definition of open source and give a brief history of open-source software in applied geophysics. Drawing from our experience on the SimPEG project, which develops software for simulation and inversion of geophysical data, we provide two examples where research was accelerated because of open-source software. These include the reuse of regularization methods for different geophysical problems (magnetics and time-domain electromagnetics) and the combination of multiple geophysical data types in joint inversions. We also provide an example where research code was repurposed for education and humanitarian projects. Each of these examples was made possible because of the availability of code and the practices adopted by the community of collaborators involved in the project. We conclude with our perspective on how practices adopted by open-source communities that enable collaboration among researchers with different backgrounds, skills, and interests can be applied more broadly in research. This will ultimately increase the use and effectiveness of geophysics in helping solve applied problems.","PeriodicalId":507626,"journal":{"name":"The Leading Edge","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Opportunities for open-source software to accelerate research in applied geophysics\",\"authors\":\"L. Heagy, Seogi Kang, J. Capriotti, Dominique Fournier, R. Cockett, D. Oldenburg\",\"doi\":\"10.1190/tle43020084.1\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The potential for open-source software and open-science practices to accelerate research in applied geophysics and thereby contribute to solutions of geoscientific problems impacting society is considered. We provide context on the definition of open source and give a brief history of open-source software in applied geophysics. Drawing from our experience on the SimPEG project, which develops software for simulation and inversion of geophysical data, we provide two examples where research was accelerated because of open-source software. These include the reuse of regularization methods for different geophysical problems (magnetics and time-domain electromagnetics) and the combination of multiple geophysical data types in joint inversions. We also provide an example where research code was repurposed for education and humanitarian projects. Each of these examples was made possible because of the availability of code and the practices adopted by the community of collaborators involved in the project. We conclude with our perspective on how practices adopted by open-source communities that enable collaboration among researchers with different backgrounds, skills, and interests can be applied more broadly in research. This will ultimately increase the use and effectiveness of geophysics in helping solve applied problems.\",\"PeriodicalId\":507626,\"journal\":{\"name\":\"The Leading Edge\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-02-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"The Leading Edge\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1190/tle43020084.1\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"The Leading Edge","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1190/tle43020084.1","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

我们考虑了开源软件和开放科学实践在加速应用地球物理学研究方面的潜力,从而为解决影响社会的地球科学问题做出贡献。我们介绍了开放源码的定义,并简要介绍了应用地球物理学开放源码软件的历史。SimPEG 项目开发的软件用于地球物理数据的模拟和反演,根据我们在该项目的经验,我们提供了两个例子,说明开放源码软件加速了研究工作。其中包括针对不同地球物理问题(磁学和时域电磁学)的正则化方法再利用,以及在联合反演中结合多种地球物理数据类型。我们还提供了将研究代码重新用于教育和人道主义项目的实例。这些例子中的每一个都是由于代码的可用性和参与项目的合作者社区所采用的实践方法而得以实现的。最后,我们将从开放源码社区所采用的实践角度出发,探讨如何在研究中更广泛地应用这些实践,使具有不同背景、技能和兴趣的研究人员能够开展合作。这将最终提高地球物理学在帮助解决应用问题方面的使用率和有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Opportunities for open-source software to accelerate research in applied geophysics
The potential for open-source software and open-science practices to accelerate research in applied geophysics and thereby contribute to solutions of geoscientific problems impacting society is considered. We provide context on the definition of open source and give a brief history of open-source software in applied geophysics. Drawing from our experience on the SimPEG project, which develops software for simulation and inversion of geophysical data, we provide two examples where research was accelerated because of open-source software. These include the reuse of regularization methods for different geophysical problems (magnetics and time-domain electromagnetics) and the combination of multiple geophysical data types in joint inversions. We also provide an example where research code was repurposed for education and humanitarian projects. Each of these examples was made possible because of the availability of code and the practices adopted by the community of collaborators involved in the project. We conclude with our perspective on how practices adopted by open-source communities that enable collaboration among researchers with different backgrounds, skills, and interests can be applied more broadly in research. This will ultimately increase the use and effectiveness of geophysics in helping solve applied problems.
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
期刊最新文献
Steckman Ridge: A naturally fractured underground gas storage field SEG Summer Field Camp: Multigeophysical imaging of an aquifer in the Astara region of Azerbaijan IMAGE Preview: Experience the geosciences around the world at IMAGE '24 Introduction to this special section: General submissions Seismic modeling using pseudo-impedance derived from physical models
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1