黄河流域产业智能化与生态效率的耦合机制及演化特征

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中图分类号：F427；X321；TV882.1

文献标志码：A

doi：10.3969/j.issn.1000-1379.2026.05.006

引用格式：，.黄河流域产业智能化与生态效率的耦合机制及演化特征[J].人民黄河，2026，48（5）：35-41，79.

Coupling Mechanism and Evolution of Industrial Intelligence and Ecological Efficiency in the Yellow River Basin

ZHAO Yanfei 1 ， WANG Li 2

（1. School of Management， Henan University of Technology， Zhengzhou 450001， China; 2. School of Humanities and Law， Henan Agricultural University， Zhengzhou ， China）

Abstract： Promoting the coordinated and coupled development of industrial intelligence and ecological efficiency is an essential pathway for implementing the major national strategy of ecological protection and high-quality development in the Yellow River Basin. In order to provide support for formulating differentiated coordinated development policies in the Yellow River Basin， this study analyzed the coupling and coordination mechanism between industrial intelligence and ecological efficiency. Utilizing data from 60 cities in the Yellow River Basin from 2007 to 2021， the coupling coordination degree model was applied to measure the coupling coordination degree （CCD） between the two. Additionally， the Gini coefficient and Gaussian kernel density model were employed to explore the spatial disparities and dynamic evolution characteristics respectively. The results show that： a） The CCD between industrial intelligence and ecological efficiency in the Yellow River Basin exhibits a persistent upward trajectory. It progresses from barely coordinated to favorably coordinated， exhibiting a spatial gradient pattern of “low in the upper reaches， high in the lower reaches”. All three sub-regions （upper， middle and lower reaches） maintain sustained and rapid growth. The CCD between industrial intelligence and ecological efficiency in prefecture-level cities exhibits a distinct characteristic of “coexistence of overall improvement and internal disparities”. b） The overall disparity in the CCD between the two exhibits a declining trend; Nevertheless， spatial heterogeneity remains pronounced. Specifically， the between-group gap between the upper and lower reaches is the dominant source. c） The non-equilibrium of the CCD is diminishing over time， and no tendency toward polarization is observed.

Key words： industrial intelligence; ecological efficiency; coupling coordination; spatio-temporal evolution; Yellow River Basin

0 引言

黄河流域作为我国重要的生态屏障与经济走廊，承载着煤炭、化工等传统高耗能产业，其生态本底脆弱且水资源短缺问题突出，而传统产业的高耗能、低效率发展模式加剧了生态压力[1]，导致流域生态形势依然严峻，生态改善成效尚不牢固。（剩余11443字）