Abstract
Cultivated land is the basis of human survival and security. Taking cultivated land of Luoyang as the research object, based on GIS technology, using landscape pattern index method, kernel density analysis and spatial autocorrelation analysis, this paper analyzes the characteristics and change trend of cultivated land spatial pattern of Luoyang from 2010 to 2018. The research results show that: (1) The spatial fragmentation of cultivated land are enhanced. In addition, cultivated land dominates the whole landscape of Luoyang city. (2) During the study period, most of the areas outside the municipal district in the northeast and some areas in Luanchuan County in the southwest have high kernel density, while the rest areas surrounding Luanchuan County are relatively sparse. The areas with high and very high kernel density of cultivated land showed the characteristics of expansion first and then contraction, while the areas with low kernel density expanded from 2014 to 2018. (3) The amount of cultivated land in Luoyang has a high spatial autocorrelation. In the local spatial autocorrelation, the “high-high” typology is concentrated and distributed in the border zone of the north and northeast of Luoyang city. “Low-low” typology is concentrated in Luanchuan county and Songxian County as well as the district of Luoyang City, which is heavily influenced by topography and urbanization. The expansion during the study period occurred in the jurisdiction area of Luoyang city, and most of it was transferred from “high-low” type area.
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsReferences
Zhu, L., Yang, A.M., Xia, X.X., Wu, H.Q.: Spatial distribution pattern and change characteristics analysis of cultivated land in the Manas River Basin from 1975 to 2015. Chinese J. Eco-Agric. 28(6), 887–899 (2020)
Zhao, Q.G., Zhou, S.L., Wu, S.H., Ren, K.: The change of Cultivated land resources in China and its Sustainable utilization and protection countermeasures. ACTA Pedol. Sinica 43(4), 662–672 (2006)
Shangguan, C.X., Zheng, G.Q., Zhang, W., Zhang, Y.: High-quality development mode and policy demand of china’s grain industry under the background of rural revitalization strategy -- a case study of Henan province, a major grain-producing area. Agric. Econo 04, 3–5 (2020)
Wang, X.B.: Study on scale characteristics of Human influence landscape based on terrain difference. Central China Normal University, China (2011)
Zhang, Q., Chen, C.L., Wang, J.Z., et al.: The spatial granularity effect, changing landscape patterns, and suitable landscape metrics. In: the Three Gorges Reservoir Area, 1995–2015. Ecological Indicators (114) (2020)
Li, P.L., Liu, Y.F., Li, Q.L., Wei, X.J.: Selecting landscape metrics based on spatial heterogeneity at different scales in the Jianghan plain of Hubei, the southern hills of Hunan and the Guizhou plateau. Ecol. Sci. 35(6), 53–61 (2016)
Sun, Y.J., Wang, J.F., Bai, Y.C.: Progress in geostatistical methods. Adv. Earth Sci. 19(2), 268–274 (2004)
Zhu, Q.: Temporal and spatial evolution of cultivated land landscape pattern and its influencing factors in Yangzhou city. Yangzhou University, China (2019)
Chen, Y.L., Zhu, Q., Chen, X.M.: Study on the chracteristics of distribution of Hakka place-names based on spatial clustering in Shicheng County. J. N.W. Norm. Univ. (Nat. Sci.) 56(1) 98–106 (2020)
“Land Use Status Classification” (GB/T 21010-2007)
Chen, W.B., Xiao, D.N., Li, X.Z.: Classification, application, and creation of landscape indices. Chin. J. Appl. Ecol. 01 121–125 (2002)
Zeng, Y.Q., Pan, H.Y., Zhou, J.M., Ma, W.L.: Research on spatial-temporal pattern change of per capita cultivated land area based on spatial autocorrelation – a case study of Sichuan province. Jiangsu Agric. Sci. 43(9), 388–391 (2015)
Zhu, K.Q.: Analysis of landscape granularity effect and landscape pattern in land consolidation project area. Nanjing University, China (2011)
Funding
The research was Supported by the Open Fund of Key Laboratory of Urban Land Resources Monitoring and Simulation, Ministry of Natural Resources, Grant No. (KF-2019-04-038). This research was also funded by Key scientific and technological projects in Henan Province, Grant No. (212102210105).
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2021 Springer Nature Switzerland AG
About this paper
Cite this paper
Wei, H., Mengyu, W., Xueye, C. (2021). Analysis on Spatial Pattern Evolution of Cultivated Land in Urban Area Based on Spatial Autocorrelation Analysis – A Case Study of Luoyang City. In: Sun, X., Zhang, X., Xia, Z., Bertino, E. (eds) Artificial Intelligence and Security. ICAIS 2021. Lecture Notes in Computer Science(), vol 12736. Springer, Cham. https://doi.org/10.1007/978-3-030-78609-0_36
Download citation
DOI: https://doi.org/10.1007/978-3-030-78609-0_36
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-78608-3
Online ISBN: 978-3-030-78609-0
eBook Packages: Computer ScienceComputer Science (R0)