{"title":"基于迭代函数系统的地球物理测井曲线分形插值","authors":"Esteban Alfaro","doi":"10.1007/s00024-025-03735-w","DOIUrl":null,"url":null,"abstract":"<div><p>This study presents an innovative application of an alternative interpolation method based on fractal geometry applied to real geophysical well log data. The research demonstrates that geophysical well logs, commonly used in the oil and gas industry, can be regarded as fractal objects, indicating that the physical properties of subsurface geological formations exhibit fractal behavior and inherent self-similarity. Furthermore, the findings suggest the feasibility of reconstructing well logs in non-sampled or damaged intervals through a fractal interpolation approach grounded in an Iterated Function System. This research offers a unique perspective by introducing fractal theory into geophysical data processing, expanding traditional approaches and providing a robust alternative for dealing with incomplete well log data.</p></div>","PeriodicalId":21078,"journal":{"name":"pure and applied geophysics","volume":"182 7","pages":"2837 - 2854"},"PeriodicalIF":1.9000,"publicationDate":"2025-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Fractal Interpolation of Geophysical Well Logs Based on Iterated Function Systems\",\"authors\":\"Esteban Alfaro\",\"doi\":\"10.1007/s00024-025-03735-w\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>This study presents an innovative application of an alternative interpolation method based on fractal geometry applied to real geophysical well log data. The research demonstrates that geophysical well logs, commonly used in the oil and gas industry, can be regarded as fractal objects, indicating that the physical properties of subsurface geological formations exhibit fractal behavior and inherent self-similarity. Furthermore, the findings suggest the feasibility of reconstructing well logs in non-sampled or damaged intervals through a fractal interpolation approach grounded in an Iterated Function System. This research offers a unique perspective by introducing fractal theory into geophysical data processing, expanding traditional approaches and providing a robust alternative for dealing with incomplete well log data.</p></div>\",\"PeriodicalId\":21078,\"journal\":{\"name\":\"pure and applied geophysics\",\"volume\":\"182 7\",\"pages\":\"2837 - 2854\"},\"PeriodicalIF\":1.9000,\"publicationDate\":\"2025-05-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"pure and applied geophysics\",\"FirstCategoryId\":\"89\",\"ListUrlMain\":\"https://link.springer.com/article/10.1007/s00024-025-03735-w\",\"RegionNum\":4,\"RegionCategory\":\"地球科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"GEOCHEMISTRY & GEOPHYSICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"pure and applied geophysics","FirstCategoryId":"89","ListUrlMain":"https://link.springer.com/article/10.1007/s00024-025-03735-w","RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"GEOCHEMISTRY & GEOPHYSICS","Score":null,"Total":0}
Fractal Interpolation of Geophysical Well Logs Based on Iterated Function Systems
This study presents an innovative application of an alternative interpolation method based on fractal geometry applied to real geophysical well log data. The research demonstrates that geophysical well logs, commonly used in the oil and gas industry, can be regarded as fractal objects, indicating that the physical properties of subsurface geological formations exhibit fractal behavior and inherent self-similarity. Furthermore, the findings suggest the feasibility of reconstructing well logs in non-sampled or damaged intervals through a fractal interpolation approach grounded in an Iterated Function System. This research offers a unique perspective by introducing fractal theory into geophysical data processing, expanding traditional approaches and providing a robust alternative for dealing with incomplete well log data.
期刊介绍:
pure and applied geophysics (pageoph), a continuation of the journal "Geofisica pura e applicata", publishes original scientific contributions in the fields of solid Earth, atmospheric and oceanic sciences. Regular and special issues feature thought-provoking reports on active areas of current research and state-of-the-art surveys.
Long running journal, founded in 1939 as Geofisica pura e applicata
Publishes peer-reviewed original scientific contributions and state-of-the-art surveys in solid earth and atmospheric sciences
Features thought-provoking reports on active areas of current research and is a major source for publications on tsunami research
Coverage extends to research topics in oceanic sciences
See Instructions for Authors on the right hand side.