2025 · GS Paper 1 · Q15 · 15 marks

How can Artificial Intelligence (AI) and drones be effectively used along with GIS and RS techniques in locational and areal planning?

In short

AI and drones complement GIS and remote sensing by adding fine detail and automated analysis, letting planners rank sites, map land and monitor change precisely. SVAMITVA's drone mapping and the GIS-based PM GatiShakti National Master Plan show the combination already at work in India.

Model answer

Ghissu Editorial · Verified 4 Oct 2026

Introduction
Locational planning picks the best site for a facility, while areal planning organises a whole area's land use. Satellite RS, drones, GIS and AI together make both precise, as SVAMITVA's drone mapping of village homesteads (2020) shows.
Integrated Tools for Locational Planning
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Site suitability

GIS overlays slope, flood risk, roads and ownership, and AI weights the layers to rank sites, as on the PM GatiShakti National Master Plan (2021).

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Service location

AI on population and mobility data places schools, clinics and EV chargers where travel time falls most.

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Precise ground truth

Drones survey a chosen site at centimetre accuracy before acquisition, while ISRO's Landslide Atlas (2023) keeps roads and towns off unstable Himalayan slopes.

Integrated Tools for Areal Planning
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Land records

SVAMITVA gives property cards, and NAKSHA (2025) extends drone survey to urban land for GIS master plans.

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Change monitoring

AI on satellite images detects encroachment, illegal mining and sprawl in near real time.

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Agriculture and watersheds

RS crop and soil-moisture maps, refined by drone imagery of plots, match land use to soil and water.

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Digital twins

Virtual Singapore lets planners test drainage, heat and traffic scenarios before building.

Way Forward
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Open data

Share layers under the National Geospatial Policy (2022) through Bhuvan and GatiShakti.

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Capacity and safeguards

Train local planners, apply Drone Rules (2021) with privacy safeguards, and validate AI outputs on the ground.

Conclusion
Together these tools turn planning from guesswork into evidence-based decisions, making India's sites and settlements more efficient, equitable and climate-resilient.

This model answer is indicative and the model can make mistakes; please verify key facts independently.

Hand-drawn diagram: Data to Planning Decision. Data to Planning Decision. Flow: Satellite RS imagery → Drone survey detail → GIS layers → AI analysis → Site or zone decision
Diagram: Data to Planning Decision

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Resources and planning38 questions

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Question from the official UPSC Civil Services (Main) Examination 2025 paper. Answer written by Ghissu's engine and checked against our editorial standards. Found an error? Tell us and we correct it within 48 hours.

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