Spatiotemporal Dynamics and Potential Drivers of Cropland Fragmentation in the Yangtze River Delta, China, from 2000 to 2020

Recent research has advanced fine-scale mapping and driver analysis of cropland fragmentation, but composite indices may mask structurally different fragmentation configurations, and evidence on how terrain and urban-system location jointly relate to fragmentation remains limited in rapidly urbanizing delta regions. This study quantified cropland fragmentation in the Yangtze River Delta (YRD), China, between 2000 and 2020. A Cropland Fragmentation Index (CFI) integrating edge density (ED), patch density (PD), and mean patch area (MPA) was calculated at a 1 km grid scale, and K-means clustering was used to identify fragmentation configurations. Pearson correlation and random-forest regression were used to examine spatial associations with selected 2020 natural and socioeconomic variables. Cropland area declined by 7.97%, while the regional-mean CFI increased from 0.29 to 0.32. Four configurations were identified, with the largest type (38.45% of grids) characterized by small patches and complex boundaries. Elevation and slope showed the strongest bivariate correlations with CFI, whereas distance to urban areas had the highest random-forest importance. These results reveal distinct fragmentation pathways and support differentiated cropland management in rapidly urbanizing regions.

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Publication Details

Journal
Land
Published
2026-09-06
DOI
https://doi.org/10.3390/land15091651
Primary Topic
Land Use and Ecosystem Services
Type
article
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article

Spatiotemporal Dynamics and Potential Drivers of Cropland Fragmentation in the Yangtze River Delta, China, from 2000 to 2020

Bin Fang, 李冬杰 LI Dongjie, Weiyang Chen
Land
Land Use and Ecosystem Services
article

Spatiotemporal Dynamics and Potential Drivers of Cropland Fragmentation in the Yangtze River Delta, China, from 2000 to 2020

Bin Fang, 李冬杰 LI Dongjie, Weiyang Chen
article en

Abstract

Recent research has advanced fine-scale mapping and driver analysis of cropland fragmentation, but composite indices may mask structurally different fragmentation configurations, and evidence on how terrain and urban-system location jointly relate to fragmentation remains limited in rapidly urbanizing delta regions. This study quantified cropland fragmentation in the Yangtze River Delta (YRD), China, between 2000 and 2020. A Cropland Fragmentation Index (CFI) integrating edge density (ED), patch density (PD), and mean patch area (MPA) was calculated at a 1 km grid scale, and K-means clustering was used to identify fragmentation configurations. Pearson correlation and random-forest regression were used to examine spatial associations with selected 2020 natural and socioeconomic variables. Cropland area declined by 7.97%, while the regional-mean CFI increased from 0.29 to 0.32. Four configurations were identified, with the largest type (38.45% of grids) characterized by small patches and complex boundaries. Elevation and slope showed the strongest bivariate correlations with CFI, whereas distance to urban areas had the highest random-forest importance. These results reveal distinct fragmentation pathways and support differentiated cropland management in rapidly urbanizing regions.

LandVol. 15(9)
Nanjing Normal University (CN), Dongguan People’s Hospital (CN), Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application (CN)
Sustainable cities and communities
Openalex Percentile: Top 13%
Land Use and Ecosystem Services
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Spatiotemporal Dynamics and Potential Drivers of Cropland Fragmentation in the Yangtze River Delta, China, from 2000 to 2020 — Bin Fang, 李冬杰 LI Dongjie, et al. · Land (2026) | TGRS Research Map | TGRS