Discrete Dynamics in Nature and Society · 2021 · 24 citations · 13 references
AgricultureAgricultural EconomicsEnvironmental ManagementAgricultural DevelopmentFarm ManagementLand EconomicsAgricultural Emissions ReductionAgricultural Land EconomicsAgricultural Land ManagementAgricultural Land MarketsGreenhouse Gas MitigationLand-use EconomicsAgricultural Intensification Effects On Soil Carbon LossCarbon Intensity ReductionData Envelopment AnalysisEnvironmental Data Envelopment AnalysisLand Conversion EfficiencyLow-carbon OperationsPanel Data EstimationSlack-based Measure
Based on the panel data of 30 Chinese province in 2005–2018, this paper quantifies agricultural carbon reduction efficiency (CRE), using the slack-based measure (SBM)-data envelopment analysis (DEA) model with undesired outputs (SBM-DEA <a:math xmlns:a="http://www.w3.org/1998/Math/MathML" id="M1"><a:msup><a:mrow/><a:mrow><a:mi>∗</a:mi></a:mrow></a:msup></a:math> ), and empirically tests that development of land circulation market directly affects agricultural CRE, and indirectly affects agricultural CRE via scale operation of farmland. The results show that the following: (1) In the observation period, China’s agricultural CREs generally evolved from a low level to a high level, with an annual growth rate of 8.0%, but there is still a large space of carbon reduction. (2) Overall, land circulation significantly promoted agricultural CRE, but the promoting effect varied from region to region: the promoting effect was significant in eastern and central regions, and insignificant in western region. (3) Scale operation of farmland had a nonlinear, partial mediation effect on how land circulation influences agricultural CRE; land circulation greatly accelerated the scale operation of farmland, while the growing scale of farmland utilization had an inverted U-shaped influence on agricultural CRE. Our research results imply that promoting land circulation directly drives the low-carbon transformation of agriculture in China, but excessive scale operation of farmland might hinder agricultural carbon reduction.
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Thomas W. Valente · PubMed · 2003 · 13.9K citations
A global Malmquist productivity index
Jesús T. Pastor, C. A. Knox Lovell · Economics Letters · 2005 · 741 citations