Cooling artifacts in ex-situ pore characterization of thermally stimulated low-maturity shale: an in-situ SEM imaging reassessment

The reliability of ex-situ methodologies in characterizing pore networks within thermally stimulated low-maturity oil shale remains debated due to potential cooling-induced artifacts. This work integrates in-situ scanning electron microscopy (SEM) with high-precision thermal control to systematically evaluate pore evolution during heating (25 °C→500 °C) and subsequent cooling (500 °C→25 °C). Results reveal that thermal upgrading at 500 °C enhances pore development (11% and 111.5% increase in total pore area for two samples). However, the cooling process further amplifies pore network complexity, inducing matrix shrinkage that generates additional macropores (up to 72% pore count increase), thereby distorting ex-situ measurements. While small pores (< 0.05 μm²) dominate across thermal stages and pore aspect ratios remain stable—supporting ex-situ validity for morphological trends—the cooling artifact systematically overestimates macropore abundance, a critical parameter for flow capacity assessment. These findings challenge conventional ex-situ techniques (e.g., gas adsorption, NMR) in replicating in-situ reservoir conditions during thermal recovery. The work proposes integrating in-situ imaging (e.g., heating-stage SEM) as a standard for high-temperature studies, developing cooling-effect calibration protocols for legacy data, and redesigning porosimetry systems with thermal controls. By resolving discrepancies between laboratory measurements and subsurface realities, this research advances predictive models for shale oil mobility and informs optimization of in-situ conversion technologies, ultimately supporting sustainable exploitation of low-maturity shale oil resources.

Authors

Institutions

Publication Details

Journal
Scientific Reports
Published
2026-01-07
DOI
https://doi.org/10.1038/s41598-025-34434-0
Primary Topic
Hydrocarbon exploration and reservoir analysis
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Cooling artifacts in ex-situ pore characterization of thermally stimulated low-maturity shale: an in-situ SEM imaging reassessment

L. Cheng, Nana Liu, Jianjun Gou, Jiayi Liu et al.
Scientific Reports
Hydrocarbon exploration and reservoir analysis
article

Cooling artifacts in ex-situ pore characterization of thermally stimulated low-maturity shale: an in-situ SEM imaging reassessment

L. Cheng, Nana Liu, Jianjun Gou, Jiayi Liu, Xiangyang Xu, Chengjun Liu, Kening Han, Chun Meng, Chen Jiang
article en

Abstract

The reliability of ex-situ methodologies in characterizing pore networks within thermally stimulated low-maturity oil shale remains debated due to potential cooling-induced artifacts. This work integrates in-situ scanning electron microscopy (SEM) with high-precision thermal control to systematically evaluate pore evolution during heating (25 °C→500 °C) and subsequent cooling (500 °C→25 °C). Results reveal that thermal upgrading at 500 °C enhances pore development (11% and 111.5% increase in total pore area for two samples). However, the cooling process further amplifies pore network complexity, inducing matrix shrinkage that generates additional macropores (up to 72% pore count increase), thereby distorting ex-situ measurements. While small pores (< 0.05 μm²) dominate across thermal stages and pore aspect ratios remain stable—supporting ex-situ validity for morphological trends—the cooling artifact systematically overestimates macropore abundance, a critical parameter for flow capacity assessment. These findings challenge conventional ex-situ techniques (e.g., gas adsorption, NMR) in replicating in-situ reservoir conditions during thermal recovery. The work proposes integrating in-situ imaging (e.g., heating-stage SEM) as a standard for high-temperature studies, developing cooling-effect calibration protocols for legacy data, and redesigning porosimetry systems with thermal controls. By resolving discrepancies between laboratory measurements and subsurface realities, this research advances predictive models for shale oil mobility and informs optimization of in-situ conversion technologies, ultimately supporting sustainable exploitation of low-maturity shale oil resources.

Scientific ReportsVol. 16(1)
Sinopec (China) (CN), Sichuan University (CN), Chongqing Bureau of Geology and Minerals Exploration (CN), Chongqing University of Technology (CN)
Sichuan University, Natural Science Foundation of Chongqing, Centre Scientifique et Technique du Bâtiment
Openalex Percentile: Top 94%
Hydrocarbon exploration and reservoir analysis
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.