{"title":"数据驱动的球道分析应用于墨西哥Los Humeros地热田","authors":"Emmanuel Olvera-García , Jorge Alejandro Ávila-Olivera , Ángel Figueroa-Soto , Mark Coolbaugh , Domenico Liotta","doi":"10.1016/j.geothermics.2025.103337","DOIUrl":null,"url":null,"abstract":"<div><div>A data-driven geothermal Play Fairway Analysis (PFA) of the Los Humeros geothermal field in Puebla, Mexico was conducted using published geoscientific data. The available datasets considered as positive indicators or proxies (evidence layers) for the necessary elements in the formation of hydrothermal geothermal systems (e.g., permeability, heat) were weighted and integrated. The datasets used as proxies were faults, favorable structural settings, CO<sub>2</sub> efflux, earthquakes, surficial hydrothermal manifestations and soil temperatures. The proxies were combined using weights-of-evidence statistics to obtain models for permeability and heat. Afterwards, the permeability and heat models were integrated through a product operation to build an overall geothermal favorability model. The geothermal favorability model highlights four areas with elevated geothermal favorability located to the NNE, NNW, NE, and south of the village of Los Humeros. The areas of higher favorability represent zones where geothermal fluids are more likely to exist underground. These four areas could represent targets for further exploration (e.g., exploration wells), particularly area D near the village of Los Humeros. Area D is the largest, it is underexploited (compared with areas A, B and C) and presents the strongest CO<sub>2</sub> and soil temperatures anomalies. Finally, it is proposed that favorable structural settings exercise a primary control on the location of permeable zones with geothermal fluids.</div></div>","PeriodicalId":55095,"journal":{"name":"Geothermics","volume":"130 ","pages":"Article 103337"},"PeriodicalIF":3.5000,"publicationDate":"2025-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Data-driven Play Fairway Analysis applied to Los Humeros geothermal field, Mexico\",\"authors\":\"Emmanuel Olvera-García , Jorge Alejandro Ávila-Olivera , Ángel Figueroa-Soto , Mark Coolbaugh , Domenico Liotta\",\"doi\":\"10.1016/j.geothermics.2025.103337\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>A data-driven geothermal Play Fairway Analysis (PFA) of the Los Humeros geothermal field in Puebla, Mexico was conducted using published geoscientific data. The available datasets considered as positive indicators or proxies (evidence layers) for the necessary elements in the formation of hydrothermal geothermal systems (e.g., permeability, heat) were weighted and integrated. The datasets used as proxies were faults, favorable structural settings, CO<sub>2</sub> efflux, earthquakes, surficial hydrothermal manifestations and soil temperatures. The proxies were combined using weights-of-evidence statistics to obtain models for permeability and heat. Afterwards, the permeability and heat models were integrated through a product operation to build an overall geothermal favorability model. The geothermal favorability model highlights four areas with elevated geothermal favorability located to the NNE, NNW, NE, and south of the village of Los Humeros. The areas of higher favorability represent zones where geothermal fluids are more likely to exist underground. These four areas could represent targets for further exploration (e.g., exploration wells), particularly area D near the village of Los Humeros. Area D is the largest, it is underexploited (compared with areas A, B and C) and presents the strongest CO<sub>2</sub> and soil temperatures anomalies. Finally, it is proposed that favorable structural settings exercise a primary control on the location of permeable zones with geothermal fluids.</div></div>\",\"PeriodicalId\":55095,\"journal\":{\"name\":\"Geothermics\",\"volume\":\"130 \",\"pages\":\"Article 103337\"},\"PeriodicalIF\":3.5000,\"publicationDate\":\"2025-04-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Geothermics\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0375650525000896\",\"RegionNum\":2,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"ENERGY & FUELS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Geothermics","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0375650525000896","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENERGY & FUELS","Score":null,"Total":0}
Data-driven Play Fairway Analysis applied to Los Humeros geothermal field, Mexico
A data-driven geothermal Play Fairway Analysis (PFA) of the Los Humeros geothermal field in Puebla, Mexico was conducted using published geoscientific data. The available datasets considered as positive indicators or proxies (evidence layers) for the necessary elements in the formation of hydrothermal geothermal systems (e.g., permeability, heat) were weighted and integrated. The datasets used as proxies were faults, favorable structural settings, CO2 efflux, earthquakes, surficial hydrothermal manifestations and soil temperatures. The proxies were combined using weights-of-evidence statistics to obtain models for permeability and heat. Afterwards, the permeability and heat models were integrated through a product operation to build an overall geothermal favorability model. The geothermal favorability model highlights four areas with elevated geothermal favorability located to the NNE, NNW, NE, and south of the village of Los Humeros. The areas of higher favorability represent zones where geothermal fluids are more likely to exist underground. These four areas could represent targets for further exploration (e.g., exploration wells), particularly area D near the village of Los Humeros. Area D is the largest, it is underexploited (compared with areas A, B and C) and presents the strongest CO2 and soil temperatures anomalies. Finally, it is proposed that favorable structural settings exercise a primary control on the location of permeable zones with geothermal fluids.
期刊介绍:
Geothermics is an international journal devoted to the research and development of geothermal energy. The International Board of Editors of Geothermics, which comprises specialists in the various aspects of geothermal resources, exploration and development, guarantees the balanced, comprehensive view of scientific and technological developments in this promising energy field.
It promulgates the state of the art and science of geothermal energy, its exploration and exploitation through a regular exchange of information from all parts of the world. The journal publishes articles dealing with the theory, exploration techniques and all aspects of the utilization of geothermal resources. Geothermics serves as the scientific house, or exchange medium, through which the growing community of geothermal specialists can provide and receive information.