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

Publication2026

An Integrated Geospatial Assessment of Multi-hazard Vulnerability and Groundwater Potential for Advancing Sustainable Water Security in Northern Odisha, India

The record

Type
Publication
Date
1 August 2026
Level
International — held abroad
Journal
Water Conservation Science and Engineering
Volume
11
Issue
2
Published
1 August 2026
DOI
10.1007/s41101-026-00515-y
Scopus ID
105037262399
ISSN
23663340
Authors
6
Open access
No
Citations
0
International co-authorship
Yes
Co-author countries
EG, 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. 6 Ensure availability and sustainable management of water and sanitation for all

    GoalPrimaryHigh confidenceJudged

    Integrated geospatial assessment maps groundwater potential and drought-flood vulnerability across 350 km² watershed, directly supporting sustainable water security planning.

    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. 13 Take urgent action to combat climate change and its impacts

    GoalSecondaryHigh confidenceJudged

    Multi-hazard vulnerability mapping and climate-resilient watershed management strategy advance disaster risk reduction and climate resilience.

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

  3. 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

    GoalSecondaryModerate confidenceJudged

    Basin morphometry analysis and vegetation monitoring support terrestrial ecosystem and forest management planning.

    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

  4. 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-2.5 Green economy, energy transition and climate resilience

    Sub-themePrimaryHigh confidenceJudged

    Integrated water security and climate adaptation planning demonstrates green economy resilience building in vulnerable tribal watersheds.

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

Each label above carries the instrument and the version that produced it. How each classification is reached.

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Citing this record

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KIIT Deemed to be University. “An Integrated Geospatial Assessment of Multi-hazard Vulnerability and Groundwater Potential for Advancing Sustainable Water Security in Northern Odisha, India”. Kortex.

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