Resources Science

Spatiotemporal characteristics, driving factors, and improvement paths of agricultural ecological efficiency in the main grain producing areas of China

LIN Liping, ZHANG Wuyi

Resources Science, 2025, 47(2): 402-416. DOI: 10.18402/resci.2025.02.14

类型	代码	驱动因素	2005年		2020年		作用变化
类型	代码	驱动因素	φ值	排序	φ值	排序	作用变化
内源性	A1	农业自然资源投入	0.550*	4	0.776***	2	增强
	A2	农业机械投入	0.695***	1	0.798***	1	增强
	A3	农业劳动力投入	0.623**	2	0.600*	3	减弱
	A4	农业化学投入	0.587**	3	0.472**	6	减弱
	A5	农业总产值	0.439*	7	0.546*	4	增强
	A6	农业碳排放	0.458*	5	0.500*	5	增强
	A7	农业面源污染	0.441*	6	0.445*	7	增强
外源性	B1	农民家庭经营收入比	0.600*	2	0.573*	3	减弱
	B2	资源禀赋	0.400	7	0.409*	7	增强
	B3	农业受灾率	0.720***	1	0.496*	5	减弱
	B4	经济水平	0.549**	3	0.686***	1	增强
	B5	农民受教育水平	0.501**	4	0.426*	6	减弱
	B6	城市化水平	0.450*	6	0.603**	2	增强
	B7	财政支农水平	0.458**	5	0.565*	4	增强

Table 5 Detection results of drivers of agricultural ecological efficiency differences in the main grain producing areas, 2005 and 2020

Other figure/table from this article

Table 1 Input-output indicators of agricultural ecological efficiency in the main grain producing area of China
Table 2 Drivers of the spatiotemporal change of agricultural ecological efficiency in the main grain producing areas and indicators
Figure 1 Trends of agricultural ecological efficiency in the main grain producing areas, 2005-2020
Table 3 Average agricultural ecological efficiency by region in the main grain producing areas, 2005-2020
Table 4 Agricultural ecological efficiency slack in the main grain producing areas, 2005-2020
Figure 2 Changes in trends of agricultural ecological efficiency in the main grain producing areas, 2005-2020
Figure 3 Change of the spatial patterns of agricultural ecological efficiency in the main grain producing areas, 2005-2020
Figure 4 Trajectory of shift of agricultural ecological efficiency center of gravity in the main grain producing areas, 2005-2020
Table 6 Detection results of dominant interactive factors in the main grain producing areas, 2005 and 2020