Publication2023
Monitoring the Land Use, Land Cover Changes of Roorkee Region (Uttarakhand, India) Using Machine Learning Techniques
The record
- Type
- Publication
- Date
- 3 February 2023
- Level
- International — held abroad
- Journal
- International Journal of Social Ecology and Sustainable Development
- Volume
- 14
- Issue
- 1
- Published
- 3 February 2023
- DOI
- 10.4018/ijsesd.316883
- Scopus ID
- 85149211502
- ISSN
- 19478402
- Authors
- 6
- Open access
- Yes
- Citations
- 15
- International co-authorship
- Yes
- Co-author countries
- 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
11.3 Enhance inclusive and sustainable urbanization and capacity for participatory human settlement planning
Satellite imagery and machine learning for land-use change detection support sustainable urban planning and integrated settlement development monitoring.
- 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
13.3 Improve education, awareness-raising and institutional capacity on climate change mitigation, adaptation and early warning
Land cover monitoring enables climate change mitigation capacity and landscape management evaluation.
- Produced by
- claude-haiku-4-5-20251001, under kortex-publication-v1
17.6 Enhance North-South, South-South and triangular cooperation on science, technology and innovation, and knowledge sharing
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
vb-2.5 Green economy, energy transition and climate resilience
Environmental monitoring and sustainable land management contribute to climate 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.
Evidence
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Provenance
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- Source rows resolved into this record
- 1
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Citing this record
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KIIT Deemed to be University. “Monitoring the Land Use, Land Cover Changes of Roorkee Region (Uttarakhand, India) Using Machine Learning Techniques”. Kortex.
