Back to search

Article

Machine Leaning-based Determination of Sampling Depth for Complex Environmental Systems: Case Study with Single-Cell Raman Spectroscopy Data in EBPR Systems

2020-12-21

Abstract excerpt

<h4>ABSTRACT</h4> Rapid progress in various advanced analytical methods such as single-cell technologies enable unprecedented and deeper understanding of microbial ecology beyond the resolution of conventional approaches. A major application challenge exists in the determination of sufficient sample size without sufficient prior knowledge of the community complexity and, the need to balance between statistical po...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
e014860c-0b3f-5047-b5da-255655c665ca
DOI
10.1101/2020.12.18.423496
Open publication

Related research

Semantic proximity does not establish scientific evidence. Graph snapshot: 2026-09-29.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Machine Leaning-based Determination of Sampling Depth for Complex Environmental Systems: Case Study with Single-Cell Raman Spectroscopy Data in EBPR SystemsDOI 10.1101/2020.12.18.423496
Select a neighboring publication to make it the new centre.