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15 November 2023 Research on the relationship between agricultural mechanization and land urbanization change based on RS and GIS spatial analysis
Xiaoyun Zhang, Pengcheng Zou, Xiaohao Jiao, Qinting Hu, Shuxin Yuan, Zhiwei Ding
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Proceedings Volume 12815, International Conference on Remote Sensing, Mapping, and Geographic Systems (RSMG 2023); 128150Z (2023) https://doi.org/10.1117/12.3010461
Event: International Conference on Remote Sensing, Mapping, and Geographic Systems (RSMG 2023), 2023, Kaifeng, China
Abstract
Based on the township economic statistics at the town scale, the change of the built-up area of Jiyuan City was calculated by remote sensing(RS) classification, and the relationship between agricultural mechanization and land urbanization and farmers' income in Jiyuan City from 2000 to 2019 was analyzed by using the type division method, spatial correlation analysis method and linear regression method, besides, the influencing factors were analyzed by constructing the GWR model. The results show that: (1) From the combination of the three types, the overall distribution pattern of “low-low-low” zone distributed in the west and “high-high-high” zone distributed in the east. (2) From the correlation analysis and linear regression, there was a significant positive correlation between land urbanization and farmers’ income in Jiyuan City during the study period, but there was no relationship between agricultural mechanization and farmers' income. From the perspective of the township, there was no correlation between land urbanization in Jiyuan City and farmers' income from 2013 to 2019. From 2013 to 2014, agricultural mechanization showed a positive correlation with farmers' income, and after 2014, the P value was greater than 0.05, which was not correlated with farmers' income. (3) From the perspective of the GWR model, the land urbanization coefficient showed an increasing trend, and the agricultural mechanization coefficient showed a decreasing trend, which confirmed the analysis that land urbanization has a greater impact on farmers' income.
(2023) Published by SPIE. Downloading of the abstract is permitted for personal use only.
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Xiaoyun Zhang, Pengcheng Zou, Xiaohao Jiao, Qinting Hu, Shuxin Yuan, and Zhiwei Ding "Research on the relationship between agricultural mechanization and land urbanization change based on RS and GIS spatial analysis", Proc. SPIE 12815, International Conference on Remote Sensing, Mapping, and Geographic Systems (RSMG 2023), 128150Z (15 November 2023); https://doi.org/10.1117/12.3010461
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KEYWORDS
Agriculture
Linear regression
Analytical research
Remote sensing
Statistical analysis
Correlation coefficients
Data modeling
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