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Stolen Strata: Quantifying the Anthropogenic Erasure of Kashmir's Karewa Terraces and Its Threat to the Saffron Economy
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Abstract
Karewa terraces are elevated, flat-topped deposits of intermontane lake-basin age (Pleistocene/Pliocene), and they underlie one of Kashmir's most economically significant agricultural systems — the saffron-growing belt at Pampore. Everyone who follows agriculture in Kashmir already knows these terraces are vanishing under unregulated soil mining and uncontrolled urban expansion; there's ample reporting on it. What was missing was a number. So I built a systematic, multi-decadal pipeline from satellite observations to get one. From TPI and slope-threshold terrain analysis, I identify 201 karewa terraces (3,305.3 ha) across the central Kashmir Valley, and estimate the bare-ground fraction of each using season-matched Landsat and Sentinel-2 composites at four dates — 1994, 2005, 2015, and 2025. Over that period, mean bare-earth fraction (BEF) rose from 1.84% to 8.43%, and nearly all of that rise happened in the past ten years. This isn't slow, steady erosion — it's hot-spotted: 190.3 hectares of terrace surface have converted to bare earth, and 67% of that loss sits within just 12.4% of the terraces. A saffron-signature index, built on the crop's inverted phenology, flags 14 potential saffron-cultivating terraces; 43% of them sit within 1 km of an already-degraded terrace — none overlap directly, they're near degraded ground rather than on it, at least as far as the data show. At official 2024-25 yield and price figures, that at-risk segment represents roughly Rs 17.8 crore in annual production value — about 55% of the total annual production value this study traces to the area. The pattern holds even more strongly for settlements than for roads: degraded terraces sit significantly closer to roads than intact terraces (U = 1611.0, p = 0.0116), and even closer to settlements (U = 1176.0, p = 0.0001 — the strongest effect in this study). So this looks like an accessibility-driven mining pattern, not a random one. Then there's the legal question most satellite studies like this skip: is there anything to stop this excavation? No. There is presently no law protecting karewa land in Jammu & Kashmir; a private member's bill titled the 'Karewa Protection Authority' has been pending for a long time. I ran threshold-sensitivity sweeps, a resolution-matching robustness test against the Landsat/Sentinel-2 pixel-size mismatch, and effect-size and multiple-comparison corrections across all four statistical tests — none of it changes the basic picture, though a modest degree of resolution-dependence shows up in the size of the post-2015 acceleration. Combine the geomorphology, the economics, and the legal void, and this stops being a change-detection exercise. It becomes a landform loss with a price tag and a policy lever attached.
DOI
https://doi.org/10.31223/X5HB8J
Subjects
Agriculture, Biodiversity, Earth Sciences, Environmental Sciences, Environmental Studies, Geographic Information Sciences, Geography, Geomorphology, Nature and Society Relations, Other Geography, Remote Sensing, Spatial Science
Keywords
KAREWA TERRACES, REMOTE SENSING, GIS, LAND DEGRADATION, SAFFRON ECONOMY, GEOMORPHOLOGY, KASHMIR VALLEY, NDVI CHANGE DETECTION, PAMPORE
Dates
Published: 2026-09-05 05:09
Last Updated: 2026-09-05 05:09
License
CC BY Attribution 4.0 International
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Conflict of interest statement:
None
Data Availability:
https://github.com/sakshimaske303-commits/STOLEN_STRATA
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