Alexander Sternagel, Ashish Dinesh Rajyaguru, Luca Trevisan, Ralf Loritz, Pavel Trtik, Anders Kaestner, Brian Berkowitz, Erwin Zehe
{"title":"均匀砂岩排水过程中流体分布模式的微尺度非均质性:中子成像可视化和模型局限性","authors":"Alexander Sternagel, Ashish Dinesh Rajyaguru, Luca Trevisan, Ralf Loritz, Pavel Trtik, Anders Kaestner, Brian Berkowitz, Erwin Zehe","doi":"10.1029/2025wr039963","DOIUrl":null,"url":null,"abstract":"We use neutron radiography to provide high-resolution images of water distribution patterns inside the pore space of a uniformly packed sand in a flow cell, during drainage, induced by a sequence of suction tensions. The experiments reveal the emergence of heterogeneous water distribution patterns within the pore space of the sand, although its corresponding retention function suggests homogeneity. This demonstrates that truly homogeneous water movement does not occur even under controlled laboratory conditions in an, as much as possible, homogeneous porous medium, and over dimensions of only a few millimeters. Furthermore, we conduct simulations with a Darcy-Richards model aimed at (a) capturing the overall 1D drainage process of the flow cell, to obtain a macroscopic perspective on the system using spatially averaged saturation levels, and (b) gaining a more detailed microscopic understanding of the internal 2D pore space processes and spatial distribution patterns during water drainage. Simulation results show that the model can reproduce the macroscopic 1D drainage process of the flow cell with high accuracy. However, the microscopic, heterogeneous 2D distribution of water observed inside the flow cell can be reproduced only qualitatively, after manually introducing local heterogeneities into the pore space. This highlights that the successful reproduction of macroscopic dynamics with a Darcy-Richards model does not imply that the model can accordingly capture truly heterogeneous process patterns on the microscale.","PeriodicalId":23799,"journal":{"name":"Water Resources Research","volume":"38 1","pages":""},"PeriodicalIF":5.0000,"publicationDate":"2025-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Microscale Heterogeneity in Fluid Distribution Patterns During Drainage of a Homogeneous Sand: Neutron Imaging Visualization and Model Limitations\",\"authors\":\"Alexander Sternagel, Ashish Dinesh Rajyaguru, Luca Trevisan, Ralf Loritz, Pavel Trtik, Anders Kaestner, Brian Berkowitz, Erwin Zehe\",\"doi\":\"10.1029/2025wr039963\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We use neutron radiography to provide high-resolution images of water distribution patterns inside the pore space of a uniformly packed sand in a flow cell, during drainage, induced by a sequence of suction tensions. The experiments reveal the emergence of heterogeneous water distribution patterns within the pore space of the sand, although its corresponding retention function suggests homogeneity. This demonstrates that truly homogeneous water movement does not occur even under controlled laboratory conditions in an, as much as possible, homogeneous porous medium, and over dimensions of only a few millimeters. Furthermore, we conduct simulations with a Darcy-Richards model aimed at (a) capturing the overall 1D drainage process of the flow cell, to obtain a macroscopic perspective on the system using spatially averaged saturation levels, and (b) gaining a more detailed microscopic understanding of the internal 2D pore space processes and spatial distribution patterns during water drainage. Simulation results show that the model can reproduce the macroscopic 1D drainage process of the flow cell with high accuracy. However, the microscopic, heterogeneous 2D distribution of water observed inside the flow cell can be reproduced only qualitatively, after manually introducing local heterogeneities into the pore space. This highlights that the successful reproduction of macroscopic dynamics with a Darcy-Richards model does not imply that the model can accordingly capture truly heterogeneous process patterns on the microscale.\",\"PeriodicalId\":23799,\"journal\":{\"name\":\"Water Resources Research\",\"volume\":\"38 1\",\"pages\":\"\"},\"PeriodicalIF\":5.0000,\"publicationDate\":\"2025-09-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Water Resources Research\",\"FirstCategoryId\":\"89\",\"ListUrlMain\":\"https://doi.org/10.1029/2025wr039963\",\"RegionNum\":1,\"RegionCategory\":\"地球科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENVIRONMENTAL SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Water Resources Research","FirstCategoryId":"89","ListUrlMain":"https://doi.org/10.1029/2025wr039963","RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
Microscale Heterogeneity in Fluid Distribution Patterns During Drainage of a Homogeneous Sand: Neutron Imaging Visualization and Model Limitations
We use neutron radiography to provide high-resolution images of water distribution patterns inside the pore space of a uniformly packed sand in a flow cell, during drainage, induced by a sequence of suction tensions. The experiments reveal the emergence of heterogeneous water distribution patterns within the pore space of the sand, although its corresponding retention function suggests homogeneity. This demonstrates that truly homogeneous water movement does not occur even under controlled laboratory conditions in an, as much as possible, homogeneous porous medium, and over dimensions of only a few millimeters. Furthermore, we conduct simulations with a Darcy-Richards model aimed at (a) capturing the overall 1D drainage process of the flow cell, to obtain a macroscopic perspective on the system using spatially averaged saturation levels, and (b) gaining a more detailed microscopic understanding of the internal 2D pore space processes and spatial distribution patterns during water drainage. Simulation results show that the model can reproduce the macroscopic 1D drainage process of the flow cell with high accuracy. However, the microscopic, heterogeneous 2D distribution of water observed inside the flow cell can be reproduced only qualitatively, after manually introducing local heterogeneities into the pore space. This highlights that the successful reproduction of macroscopic dynamics with a Darcy-Richards model does not imply that the model can accordingly capture truly heterogeneous process patterns on the microscale.
期刊介绍:
Water Resources Research (WRR) is an interdisciplinary journal that focuses on hydrology and water resources. It publishes original research in the natural and social sciences of water. It emphasizes the role of water in the Earth system, including physical, chemical, biological, and ecological processes in water resources research and management, including social, policy, and public health implications. It encompasses observational, experimental, theoretical, analytical, numerical, and data-driven approaches that advance the science of water and its management. Submissions are evaluated for their novelty, accuracy, significance, and broader implications of the findings.