Microscopic Characteristics and Source identification of Ambient Particles Based on Electron Microscopy: A Case Study of Steel City

Qian Liu; Menghan Tong; Yatao Yang; Peng Zhao; Pusheng Zhao

doi:10.1039/d6ea00012f

January 1, 2026Environmental Science AtmospheresOpen Access

Microscopic Characteristics and Source identification of Ambient Particles Based on Electron Microscopy: A Case Study of Steel City

View Full Paper

Ask AI

Bookmark

Share

Key Points

This research aims to identify the sources of ambient particles using microscopic characteristics derived from advanced electron microscopy.
Utilized computer-controlled scanning electron microscopy to gather extensive single-particle data.
Applied big data analysis techniques to assess and identify particle sources in a specified urban environment.
Successful identification of various sources of ambient particles using refined data analysis methods.
Demonstrated effectiveness of CCSEM technology in producing detailed microscopic characteristic data.

Ask about this paper

Answers are grounded in this paper and cite their sources.

Implication

Investigates ambient particle sources in a steel city, suggesting advanced analysis techniques improve accuracy.

Abstract

Advances in Computer-Controlled Scanning Electron Microscopy (CCSEM) technology allow large volumes of single-particle microscopic characteristic data to be acquired. Combined with big data analysis, this enables refined source apportionment of...

Discussion

No takes yet. Share an insight, caveat, or question.

Cite This Study

Liu et al. (2026) studied this question.

synapsesocial.com/papers/6a12960648a0ea16656727aa https://doi.org/10.1039/d6ea00012f

View Full Paper

Ask AI

Bookmark

Share

Microscopic Characteristics and Source identification of Ambient Particles Based on Electron Microscopy: A Case Study of Steel City

Key Points

Ask about this paper

Implication

Abstract

Discussion

Cite This Study

Microscopic Characteristics and Source identification of Ambient Particles Based on Electron Microscopy: A Case Study of Steel City

Key Points

Ask about this paper

Implication

Abstract

Discussion

Cite This Study

Keep reading

Keep reading