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by IQAC KIITKIIT Deemed to be University — Internal Quality Assurance Cell

Publication2026

An in situ stereo-imaging system for characterizing behavior, distributions, and aggregations of meso- and macro-zooplankton in diverse aquatic environments

The record

Type
Publication
Date
1 June 2026
Level
International — held abroad
Journal
Limnology and Oceanography Methods
Volume
24
Issue
6
Published
1 June 2026
DOI
10.1002/lom3.70043
Scopus ID
105032540240
ISSN
15415856
Authors
4
Open access
No
Citations
0
International co-authorship
Yes
Co-author countries
IN, US

Classification

Every label below carries the reasoning it was assigned on, the confidence band it was assigned in, and what produced it. The rubric is published.

UN Sustainable Development Goals

  1. 14.3 Minimize and address the impacts of ocean acidification

    TargetPrimaryHigh confidenceJudged

    In situ stereo-imaging for zooplankton behavior and aggregation characterizes marine biodiversity and ecosystem function.

    High confidence
    The subject matter is a strong and direct inference from the record type, the funding or organising body, or the programme context, even where the title alone is thin. Example: an ICMR-funded project against SDG 3, on the strength of the agency.
    Judged
    Judged against the published classification rubric, under the rubric and prompt versions recorded with the run that produced it.
    Produced by
    claude-haiku-4-5-20251001, under kortex-publication-v1

  2. 17.6 Enhance North-South, South-South and triangular cooperation on science, technology and innovation, and knowledge sharing

    TargetSecondaryHigh confidenceRule-derivedrule sdg17-structural-v1

    Structural signal: co-authorship outside India.

    Rule-derived
    Emitted by a deterministic rule from structural signals rather than judged from the record’s text. The rule carries a version, so rule-derived and judged labels stay separable.
    Produced by
    sdg17-structural-v1, under kortex-publication-v1

Viksit Bharat @2047

  1. vb-3.1 Research and development

    Sub-themePrimaryHigh confidenceJudged

    Stereo-imaging system design for three-dimensional organism tracking in aquatic environments advances research methodology.

    Produced by
    claude-haiku-4-5-20251001, under kortex-publication-v1

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KIIT Deemed to be University. “An in situ stereo-imaging system for characterizing behavior, distributions, and aggregations of meso- and macro-zooplankton in diverse aquatic environments”. Kortex.

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