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

Publication2025

Impact of wetland degradation on biodiversity and livelihoods in Mangalajodi: An assessment using factor analysis and discriminant analysis

The record

Type
Publication
Date
1 September 2025
Level
National
Journal
Journal of Environmental Biology
Volume
46
Issue
5
Pages
635-644
Published
1 September 2025
DOI
10.22438/jeb/46/5/mrn-5667
Scopus ID
105015826502
ISSN
02548704
Authors
8
Open access
Yes
Citations
0
International co-authorship
No
Co-author countries
IN

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. 15 Protect, restore and promote sustainable use of terrestrial ecosystems, sustainably manage forests, combat desertification, and halt and reverse land degradation and halt biodiversity loss

    GoalPrimaryHigh confidenceJudged

    Wetland degradation analysis in Mangalajodi using factor and discriminant analysis quantifies impacts on migratory bird biodiversity and ecosystem services protection.

    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. 1 End poverty in all its forms everywhere

    GoalSecondaryModerate confidenceJudged

    Livelihood impacts of wetland degradation on local farming, fishing, grazing, and eco-tourism communities address poverty and economic vulnerability.

    Moderate confidence
    The alignment is plausible and defensible but rests on an assumption a reasonable reviewer could decline. Published, and surfaced in the review queue for a human to confirm or override.
    Produced by
    claude-haiku-4-5-20251001, under kortex-publication-v1

Viksit Bharat @2047

  1. vb-2.5 Green economy, energy transition and climate resilience

    Sub-themePrimaryHigh confidenceJudged

    Biodiversity conservation and ecosystem sustainability in wetlands directly support green economy and climate resilience in natural resource management.

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

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KIIT Deemed to be University. “Impact of wetland degradation on biodiversity and livelihoods in Mangalajodi: An assessment using factor analysis and discriminant analysis”. Kortex.

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