Javascript must be enabled to continue!
Spatial Patterns and Drivers of China’s Agricultural Ecological Efficiency: A Super-Efficiency EBM–GeoDetector Approach
View through CrossRef
Agricultural practices significantly impact environmental sustainability, making the enhancement of Agricultural Ecological Efficiency (AEE) crucial for China’s sustainable agricultural development. However, the spatial-temporal evolution patterns and underlying driving forces of AEE remain insufficiently understood in the context of China’s rapid agricultural transformation. To address this research gap, we analyzed AEE across 30 Chinese provinces from 2000 to 2021, identifying spatial patterns and key influencing factors. Employing a Super-Efficiency EBM model with undesirable outputs, we calculated provincial AEE scores. Spatial analysis tools, including Moran’s I, Dagum Gini decomposition, and kernel density estimation, were applied to explore regional differences. We also utilized Geo-detector to quantify driving factors and their interactions. The results demonstrated a clear west-to-east and south-to-north gradient of declining AEE, with western provinces exhibiting higher efficiency levels. Despite narrowing disparities within the eastern and western regions, central regions displayed increasing intra-regional differences. Geo-detector analysis further highlighted significant interactive effects among factors such as urbanization, governmental agricultural support, education levels, and precipitation, enhancing the explanatory power of AEE spatial variations. These findings support region-specific policies for optimizing agricultural structures and resource efficiency, facilitating China’s ecological transition in agriculture.
Title: Spatial Patterns and Drivers of China’s Agricultural Ecological Efficiency: A Super-Efficiency EBM–GeoDetector Approach
Description:
Agricultural practices significantly impact environmental sustainability, making the enhancement of Agricultural Ecological Efficiency (AEE) crucial for China’s sustainable agricultural development.
However, the spatial-temporal evolution patterns and underlying driving forces of AEE remain insufficiently understood in the context of China’s rapid agricultural transformation.
To address this research gap, we analyzed AEE across 30 Chinese provinces from 2000 to 2021, identifying spatial patterns and key influencing factors.
Employing a Super-Efficiency EBM model with undesirable outputs, we calculated provincial AEE scores.
Spatial analysis tools, including Moran’s I, Dagum Gini decomposition, and kernel density estimation, were applied to explore regional differences.
We also utilized Geo-detector to quantify driving factors and their interactions.
The results demonstrated a clear west-to-east and south-to-north gradient of declining AEE, with western provinces exhibiting higher efficiency levels.
Despite narrowing disparities within the eastern and western regions, central regions displayed increasing intra-regional differences.
Geo-detector analysis further highlighted significant interactive effects among factors such as urbanization, governmental agricultural support, education levels, and precipitation, enhancing the explanatory power of AEE spatial variations.
These findings support region-specific policies for optimizing agricultural structures and resource efficiency, facilitating China’s ecological transition in agriculture.
Related Results
Magic graphs
Magic graphs
DE LA TESIS<br/>Si un graf G admet un etiquetament super edge magic, aleshores G es diu que és un graf super edge màgic. La tesis està principalment enfocada a l'estudi del c...
Perspective Chapter: Evidence-Based Medicine - A New Approach for Medical Education and Practice
Perspective Chapter: Evidence-Based Medicine - A New Approach for Medical Education and Practice
The new concept is gaining worldwide recognition and acceptance in medical education and practice. Evidence-based medicine (EBM) is the term used to describe this novel approach to...
Product of digraphs, (super) edge-magic valences and related problems
Product of digraphs, (super) edge-magic valences and related problems
Discrete Mathematics, and in particular Graph Theory, has gained a lot of popularity during the last 7 decades. Among the many branches in Graph Theory, graph labelings has experim...
[RETRACTED] ACV Super Slim Gummies Reviews Scam Or Legit Updated 2022 – Must-See Worth Buying? v1
[RETRACTED] ACV Super Slim Gummies Reviews Scam Or Legit Updated 2022 – Must-See Worth Buying? v1
[RETRACTED]➪ACV Super Slim Gummies - Official Website Link - Click Here To Buy❤️ ✪Product Name ➯ ACV Super Slim Gummies UK✪Main Benefits ➯ Can help you with all your overweight i...
[RETRACTED] ACV Super Slim Gummies Reviews Scam Or Legit Updated 2022 – Must-See Worth Buying? v1
[RETRACTED] ACV Super Slim Gummies Reviews Scam Or Legit Updated 2022 – Must-See Worth Buying? v1
[RETRACTED]➪ACV Super Slim Gummies - Official Website Link - Click Here To Buy❤️ ✪Product Name ➯ ACV Super Slim Gummies UK✪Main Benefits ➯ Can help you with all your overweight i...
Medical Professionals’ Usage and Preference of EBM Resources: A Survey
Medical Professionals’ Usage and Preference of EBM Resources: A Survey
A survey was undertaken to study how the medical professionals of clinical departments of Kasturba Medical College (KMC), Manipal, utilize the Evidence Based Medicine (EBM) resourc...
Evidence-Based Paediatric Oncology
Evidence-Based Paediatric Oncology
Abstract
The practice of evidence-based medicine (EBM) is very important in delivering optimal patient care and the terms evidence-based medicine, or evidence-bas...
Factors associated with practicing evidence-based medicine among medical interns in Amhara regional state teaching hospitals, Northwest Ethiopia, 2020
Factors associated with practicing evidence-based medicine among medical interns in Amhara regional state teaching hospitals, Northwest Ethiopia, 2020
Abstract
Background
Evidence-based medicine (EBM) is an essential component of modern medical practice and crucial for patient safety and high-quality healthcare services....

