Second International Meeting for Applied Geoscience & Energy最新文献

{"title":"Integration of multiscale attributes using a semisupervised machine learning algorithm","authors":"S. Alsinan, P. Nivlet, Y. Altowairqi, H. Karg","doi":"10.1190/image2022-3728196.1","DOIUrl":"https://doi.org/10.1190/image2022-3728196.1","url":null,"abstract":"","PeriodicalId":341517,"journal":{"name":"Second International Meeting for Applied Geoscience & Energy","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128453424","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Comprehensive lithological description, reservoir property, and pore-pressure prediction for unconventional shale reservoirs using rock physics: Midland reservoir characterization case study","authors":"S. Dasgupta","doi":"10.1190/image2022-3750232.1","DOIUrl":"https://doi.org/10.1190/image2022-3750232.1","url":null,"abstract":"","PeriodicalId":341517,"journal":{"name":"Second International Meeting for Applied Geoscience & Energy","volume":"31 5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128666760","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"A depth uncertainty estimation system with prestack seismic data","authors":"Huafeng Liu, A. Shabelansky, Jinsong Chen, Min Yang, C. Hoelting, Ying Tan","doi":"10.1190/image2022-3745059.1","DOIUrl":"https://doi.org/10.1190/image2022-3745059.1","url":null,"abstract":"","PeriodicalId":341517,"journal":{"name":"Second International Meeting for Applied Geoscience & Energy","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129350437","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Suppression of coherent and random noise using adaptive thresholding method in seismic-while-drilling","authors":"Yue Ma, Yujin Liu","doi":"10.1190/image2022-3745551.1","DOIUrl":"https://doi.org/10.1190/image2022-3745551.1","url":null,"abstract":"","PeriodicalId":341517,"journal":{"name":"Second International Meeting for Applied Geoscience & Energy","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124575364","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Net to gross changes defining compound clinoforms in outcrop — The Morne L’Enfer Formation, Trinidad","authors":"Ariana Osman, R. Ramsook, R. Steel","doi":"10.1190/image2022-3742523.1","DOIUrl":"https://doi.org/10.1190/image2022-3742523.1","url":null,"abstract":"","PeriodicalId":341517,"journal":{"name":"Second International Meeting for Applied Geoscience & Energy","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124581753","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Siting recharge basins and improving groundwater models using multiple survey methods in Southern California","authors":"Nicole M. Pendrigh, M. Blazevic, John Jansen, Kristen Marberry","doi":"10.1190/image2022-3751619.1","DOIUrl":"https://doi.org/10.1190/image2022-3751619.1","url":null,"abstract":"","PeriodicalId":341517,"journal":{"name":"Second International Meeting for Applied Geoscience & Energy","volume":"562 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124684986","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Aiding self-supervised coherent noise suppression by the introduction of signal segmentation using blind-spot networks","authors":"Sixiu Liu, C. Birnie, T. Alkhalifah, A. Bakulin","doi":"10.1190/image2022-3742756.1","DOIUrl":"https://doi.org/10.1190/image2022-3742756.1","url":null,"abstract":"","PeriodicalId":341517,"journal":{"name":"Second International Meeting for Applied Geoscience & Energy","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130507393","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"ADMM-based full-waveform inversion of ground-penetrating radar data","authors":"A. Jalali, H. Aghamiry, A. Gholami","doi":"10.1190/image2022-3745310.1","DOIUrl":"https://doi.org/10.1190/image2022-3745310.1","url":null,"abstract":"","PeriodicalId":341517,"journal":{"name":"Second International Meeting for Applied Geoscience & Energy","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126677382","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"SmartTensors: Unsupervised and physics-informed machine learning framework for the geoscience applications","authors":"B. Ahmmed, V. Vesselinov, M. Mudunuru","doi":"10.1190/image2022-w8-01.1","DOIUrl":"https://doi.org/10.1190/image2022-w8-01.1","url":null,"abstract":"SmartTensors (https://github.com/SmartTensors) is a novel framework for unsupervised and physics-informed machine learning for geoscience applications. The methods in SmartTensors AI platform are developed using advanced matrix/tensor factorization constrained by penalties enforcing robustness and interpretability (e.g., nonnegativity, sparsity, physics, and mathematical constraints;etc.). This framework has been applied to analyze diverse datasets related to a wide range of problems: from COVID-19 to wildfires and climate. Here, we will focus on the analysis of geothermal prospectivity of the Great Basin, U.S. The basin covers a vast area that is yet to be thoroughly explored to discover new geothermal resources. The available regional geochemical data are expected to provide critical information about the geothermal reservoir properties in the basin, including temperature, fluid/heat flow, boundary conditions, and spatial extent. The geochemical data may also include hidden (latent) information that is a proxy for geothermal prospectivity. We processed the sparse geochemical dataset of 18 geochemical attributes observed at 14,341 locations. The data are analyzed using our GeoThermalCloud toolbox for geothermal exploration (https://github.com/SmartTensors/GeoThermalCloud.jl) whichis also a part of the SmartTensors framework. An unsupervised machine learning using non-negative matrix factorization with customized k-means clustering (NMFk) as implemented in SmartTensors identified three hidden geothermal signatures representing low-, medium-, and high-temperature reservoirs, respectively (Fig). NMFk also evaluated the probability of occurrence of these types of resources through the studied region. NMFk also reconstructed attributes from sparse into continuous over the study domain. Future work will add in the ML analyses other regional- and site-scale datasets including geological, geophysical, and geothermal attributes. © 2022 Society of Exploration Geophysicists and the American Association of Petroleum Geologists.","PeriodicalId":341517,"journal":{"name":"Second International Meeting for Applied Geoscience & Energy","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129070887","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Monopole slow formation shear head wave Green’s function in a LWD borehole acoustic configuration","authors":"T. Geerits, S. Schimschal, A. Świątek","doi":"10.1190/image2022-3751596.1","DOIUrl":"https://doi.org/10.1190/image2022-3751596.1","url":null,"abstract":"","PeriodicalId":341517,"journal":{"name":"Second International Meeting for Applied Geoscience & Energy","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129288350","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}