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

Publication2020

Trading water: Virtual water flows through interstate cereal trade in India

The record

Type
Publication
Date
1 December 2020
Level
International — held abroad
Journal
Environmental Research Letters
Volume
15
Issue
12
Published
1 December 2020
DOI
10.1088/1748-9326/abc37a
Scopus ID
85097943046
ISSN
17489318
Authors
12
Open access
Yes
Citations
23
International co-authorship
Yes
Co-author countries
DE, GB, 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. 2.4 Ensure sustainable food production systems and resilient agricultural practices

    TargetPrimaryHigh confidenceJudged

    Interstate cereal trade analysis revealed 40% of supply traded, with 41% produced in over-exploited groundwater regions, affecting food security and water sustainability.

    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. 6 Ensure availability and sustainable management of water and sanitation for all

    GoalSecondaryHigh confidenceJudged

    Virtual water embedded in cereal trade quantifies groundwater depletion risk to national food production sustainability.

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

  3. 12.2 Achieve the sustainable management and efficient use of natural resources

    TargetSecondaryHigh confidenceJudged

    Food system analysis reveals unsustainable resource dependency requiring diversified agricultural practices.

    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-2.1 Agriculture and the rural economy

    Sub-themePrimaryHigh confidenceJudged

    Agricultural water sustainability research supports food security and rural economy resilience.

    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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KIIT Deemed to be University. “Trading water: Virtual water flows through interstate cereal trade in India”. Kortex.

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