Spatial-temporal evolution and convergence analysis of agricultural green total factor productivity—evidence from the Yangtze River Delta Region of China
Authors:
Open Access
- 20 March 2023
- journal article
- research article
- Published by Public Library of Science (PLoS) in PLOS ONE
- Vol. 18 (3) , e0271642
Abstract
Measuring regional differences in agricultural green total factor productivity (AGTFP) provides a basis for policy guidance on agricultural green development in the Yangtze River Delta (YRD) region. By constructing a two-period Malmquist–Luenberger index under the carbon emission constraint, we measure the AGTFP of cities in the YRD region from 2001 to 2019. Furthermore, adopting the Moran index method and the hot spot analysis method, this paper analyzes the global spatial correlation and local spatial correlation of AGTFP in this region. Moreover, we investigate its spatial convergence. The results show that the AGTFP of 41 cities in the YRD region is on an increasing trend; the growth of AGTFP in the eastern cities is mainly driven by green technical efficiency, while this growth in the southern cities is mainly stimulated by green technical efficiency and green technological progress. We also find a significant spatial correlation between cities’ AGTFP in the YRD region from 2001 to 2019, but with certain fluctuations, showing a U-shaped trend of "strong-weak-strong". In addition, absolute β convergence of the AGTFP exists in the YRD region, and this convergence speed is accelerated with the addition of spatial factors. This evidence provides support for implementing the regional integration development strategy and optimizing the regional agricultural spatial layout. Our findings offer implications for promoting the transfer of green agricultural technology to the southwest of the YRD region, strengthening the construction of agricultural economic belts and agricultural economic circles, and improving the efficiency of agricultural resource use.Keywords
Funding Information
- MOE (Ministry of Education of PRC) Project of Humanities and Social Sciences (20YJC850001)
- Open Project of Key Laboratory of Ethnic Information E-commerce in Universities of Gansu Province (2020-2)
- the Introduction of Talent Research Program of Northwest Minzu University (xbmuyjrc202213)
- Fundamental Research Funds for Central Universities of the Central South University (31920220154)
- The National Natural Science Foundation of China (72102216)
This publication has 49 references indexed in Scilit:
- Producing more grain with lower environmental costsNature, 2014
- Exploring energy efficiency in China׳s iron and steel industry: A stochastic frontier approachEnergy Policy, 2014
- Productivity Growth in German Dairy Farming using a Flexible Modelling ApproachJournal of Agricultural Economics, 2011
- Carbon Footprint and Sustainability of Agricultural Production Systems in Punjab, India, and Ohio, USAJournal of Crop Improvement, 2009
- Environmental production functions and environmental directional distance functionsEnergy, 2007
- Sustainability of sheep and goat production in North European countries—From the Arctic to the AlpsSmall Ruminant Research, 2006
- Nitrous oxide emissions from agricultural soils in New Zealand—A review of current knowledge and directions for future researchJournal of the Royal Society of New Zealand, 2001
- Productivity and Undesirable Outputs: A Directional Distance Function ApproachJournal of Environmental Management, 1997
- Model estimates of nitrous oxide emissions from agricultural lands in the United StatesGlobal Biogeochemical Cycles, 1996
- Formulation and estimation of stochastic frontier production function modelsJournal of Econometrics, 1977