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Beta Diversity Patterns and Drivers of Macroinvertebrate Communities in Major Rivers of Ningxia, China
Published 2025-07-01“…The findings demonstrate that the optimal parameter-based geographical detector (OPGD) model identified a 3000 m circular buffer as the spatial scale at which landscape structure most significantly influences water quality. …”
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Spatiotemporal dynamics of ecological environment quality in arid and sandy regions with a particular remote sensing ecological index: a study of the Beijing-Tianjin Sand source re...
Published 2025-08-01“…The Theil-Sen median, Mann–Kendall test, and Hurst index were applied to explore the trend of PRSEI, and the optimal parameters-based geographical detector model evaluated the impact of influencing factors and their interactions. …”
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Evaluation of Ecosystem Service Capacity Using the Integrated Ecosystem Services Index at Optimal Scale in Central Yunnan, China
Published 2025-04-01“…Additionally, this study explores the factors driving the spatial divergence of ESs by employing the optimal parameter‐based geographical detector model (OPGD) at the optimal spatial scale. …”
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Spatial distribution characteristics and influencing factors of milk tea stores in Wuhan based on sDNA and OPGD models.
Published 2025-01-01“…We then examined the influencing factors by combining spatial design network analysis, optimal parameters-based geographical detection, and location-based service big data. …”
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Centennial spatiotemporal evolution of AGC in subtropical forests and key driving factors − based on process modeling and geography detector
Published 2025-09-01“…The trend of AGC spatiotemporal evolution was analyzed. The optimal parameters-based geographical detector (OPGD) model was also used to explore the key drivers of AGC changes. …”
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