Spatio-temporal evolution and influencing factors of rural production-living-ecological function: A case study of mountainous counties in Zhejiang Province, China

Production-living-ecological function (PLEF) represent the core dimensions of rural systems. However, systematic studies on PLEF in mountainous counties along China’s southeastern coast remain insufficient. Additionally, the dominant factors influencing rural functional evolution require deeper investigation, as these insights are crucial for regional sustainable development. This study focuses on mountainous rural areas in Zhejiang Province, a leading region in China’s rural revitalization. A PLEF evaluation index system was established. Using comprehensive evaluation methods, exploratory spatial data analysis (ESDA), and geographical detector (GeoDetector) models, we measured the PLEF development index of mountainous counties in Zhejiang Province from 2005 to 2020. Spatio-temporal evolution and spatial autocorrelation analyses were conducted, followed by identification of influencing factors. The results show that: (1) The average PLEF development index increased from 0.88 in 2005 to 1.56 in 2020, with growth contributions ranked as: living function (LF) > ecological function (EF) > production function (PF); (2) The developmental stages of PF, LF and EF transitioned from a “low-low-medium” pattern to a “medium-medium-high” configuration; (3) PLEF exhibited spatial agglomeration characteristics; however, the spatial agglomeration weakened and spatial dependency decreased during the study period; (4) Dominant factors shifted across subsystems: PF transitioned from agricultural production functions to non-agricultural production functions; LF shifted from life support functions to social welfare functions; EF remained primarily driven by ecological provisioning functions. These findings offer theoretical foundations for coordinating rural PLEF development and enhancing sustainability.

Authors

Institutions

Publication Details

Journal
Frontiers in Environmental Science
Published
2025-03-24
DOI
https://doi.org/10.3389/fenvs.2025.1495778
Citations
3
Primary Topic
Rural development and sustainability
Type
article
Field-Weighted Citation Impact
14.50
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Spatio-temporal evolution and influencing factors of rural production-living-ecological function: A case study of mountainous counties in Zhejiang Province, China

Fuyan Ke, Zhiyuan Xu, Jiajie Yu
3 citations
Frontiers in Environmental Science
Rural development and sustainability
14.50
article

Spatio-temporal evolution and influencing factors of rural production-living-ecological function: A case study of mountainous counties in Zhejiang Province, China

Fuyan Ke, Zhiyuan Xu, Jiajie Yu
article en
3 citations

Abstract

Production-living-ecological function (PLEF) represent the core dimensions of rural systems. However, systematic studies on PLEF in mountainous counties along China’s southeastern coast remain insufficient. Additionally, the dominant factors influencing rural functional evolution require deeper investigation, as these insights are crucial for regional sustainable development. This study focuses on mountainous rural areas in Zhejiang Province, a leading region in China’s rural revitalization. A PLEF evaluation index system was established. Using comprehensive evaluation methods, exploratory spatial data analysis (ESDA), and geographical detector (GeoDetector) models, we measured the PLEF development index of mountainous counties in Zhejiang Province from 2005 to 2020. Spatio-temporal evolution and spatial autocorrelation analyses were conducted, followed by identification of influencing factors. The results show that: (1) The average PLEF development index increased from 0.88 in 2005 to 1.56 in 2020, with growth contributions ranked as: living function (LF) > ecological function (EF) > production function (PF); (2) The developmental stages of PF, LF and EF transitioned from a “low-low-medium” pattern to a “medium-medium-high” configuration; (3) PLEF exhibited spatial agglomeration characteristics; however, the spatial agglomeration weakened and spatial dependency decreased during the study period; (4) Dominant factors shifted across subsystems: PF transitioned from agricultural production functions to non-agricultural production functions; LF shifted from life support functions to social welfare functions; EF remained primarily driven by ecological provisioning functions. These findings offer theoretical foundations for coordinating rural PLEF development and enhancing sustainability.

Frontiers in Environmental ScienceVol. 13
ZheJiang Academy of Agricultural Sciences (CN)
Openalex Percentile: Top 2%
Rural development and sustainability
14.50
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Spatio-temporal evolution and influencing factors of rural production-living-ecological function: A case study of mountainous counties in Zhejiang Province, China — Fuyan Ke, Zhiyuan Xu, et al. · Frontiers in Environmental Science (2025) | TGRS Research Map | TGRS