Abstract
Based on a constrained CA model, this chapter proposes a multi-region model to reconstruct historical farmland spatial distribution. Setting the contemporary farmland as a maximum potential scope, the model employs variables such as the suitability for land reclamation, the farmland density, and reconstructed amount of historical farmland at the provincial level with the resolution of 1 km × 1 km to simulate the spatial change of farmland from 1661 to 1952 in China. Afterwards, an accuracy evaluation and comparative analysis have been conducted as well. Referring to a historical survey map in the 1930s, this reconstruction result is of the simulation accuracy of 69.84% with randomly selected 610 samples in 14 regions.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Bai, S. Y., Zhang, S. W., & Zhang, Y. Z. (2007). Digital rebuilding of LUCC spatial-temporal distribution of the last 100 years: Taking Dorbod Mongolian autonomous county in Daqing city as an example. Acta Geographica Sinica, 62(4), 427–436.
Cao, X., Jin, X. B., Wang, J. S., et al. (2014). Reconstruction and change analysis of cropland data of china in recent 300 years. Acta Geographica Sinica, 69(7), 896–906.
Cao, X., Jin, X. B., & Zhou, Y. K. (2013). Research on cropland data recovery and reconstruction in the Qing Dynasty: Method and case study. Acta Geographica Sinica, 68(2), 245–256.
Feng, Z. M., Liu, B. Q., & Yang, Y. Z. (2005). A study of the changing trend of Chinese cultivated land amount and data reconstructing: 1949–2003. Journal of Natural Resources, 20(1), 35–43.
Fuchs, R., Verburg, P. H., Clevers, J. G. P. W., et al. (2015). The potential of old maps and encyclopaedias for reconstructing historic european land cover/use change. Applied Geography, 59(59), 43–55.
Ge, Q. S., & Dai, J. H. (2005). Analysis of Chinese agricultural and forest land use change and its driving force in early and mid- stage of 20th century. Science in china (series D), 35(1), 54–63.
Ge, Q. S., Dai, J. H., He, F. N., et al. (2008). Land use changes and their relations with carbon cycles over the past 300 a in China. Science in China (Series D): Earth Sciences, 51(6), 871–884.
Ge, Q. S., Dai, J. H., He, F. N., et al. (2003). The quantity change of cropland resources in the traditional cultivated region in China over the past 300 years and its driving factors analysis. Progress in Natural Science, 13(8), 825–832.
He, F. N., Li, S. C., & Zhang, X. Z. (2011). Reconstruction of cropland area and spatial distribution in the mid-northern Song dynasty (ad1004–1085). Journal Geographical Science, 22(2), 359–370.
He, F. N., Li, S. C., Zhang, X. Z., et al. (2012). Comparisons of reconstructed cropland area from multiple datasets for the traditional cultivated region of China in the last 300 years. Acta Geographica Sinica, 67(9), 1190–1200.
He, F. N., Tian, Y. Y., & Ge, Q. S. (2003). Spatial-temporal characteristics of land reclamation in Guanzhong region in the Qing dynasty. Geographical Research, 22(6), 687–697.
Jiao, L. M., & Liu, Y. L. (2004). Application of fuzzy neural networks to land suitability evaluation. Editorial Board of Geomatics & Information Science of Wuhan University, 29(6), 513–516.
Li, K., He, F. N., & Zhang, X. Z. (2011). An approach to reconstructing spatial distribution of historical cropland with grid-boxes by utilizing MODIS land cover dataset: A case study of Yunnan province in the Qing dynasty. Geographical Research, 30(12), 2281–2288.
Li, S. C., He, F. N., & Chen, Y. S. (2012). Gridding reconstruction of cropland spatial patterns in southwest China in the Qing Dynasty. Progress in Geography, 31(9), 1196–1203.
Li, S. C., He, F. N., & Zhang, X. Z. (2016). A spatially explicit reconstruction of cropland cover in China from 1661 to 1996. Regional Environmental Change, 16(2), 417–428.
Li, S. C., Zhang, Y. L., & He, F. N. (2015). Reconstruction of cropland distribution in Qinghai and Tibet for the past one hundred years and its spatiotemporal changes. Progress in Geography, 34(2), 197–206.
Li, X., & Yeh, A. G. O. (1999). Constrained cellular automata for modeling sustainable urban forms. Acta Geographica Sinica, 54(1), 289–298.
Lin, S. S., Zheng, J. Y., & He, F. N. (2009). Gridding cropland data reconstruction over the agricultural region of China in 1820. Journal of Geographical Sciences, 19(1), 36–48.
Liu, J. Y., Zhang, Z. X., Zhuang, D. F., et al. (2003). A study on the spatial-temporal dynamic changes land-use and driving forces analyses of China in the 1990s. Geographical Research, 22(1), 1–12.
Liu, M. H., Dai, Z. Z., Qiu, D. C., et al. (2011). Influencing factors analysis and rational distribution on rural settlements in mountains region. Economic Geography, 31(3), 476–482.
Liu, X. P., Li, X., & Yeh, G. O. (2006). Multi-agent systems for simulating spatial decision behaviors and land-use dynamics. Science in China (Series D:Earth Sciences), 49(11), 1184–1194.
Liu, Y. L., Liu, Y. F., & Xia, Z. F. (1995). Land suitability evaluation based on fuzzy comprehensive judgment. Journal of Wuhan Technocal University of Surceying and Mapping, 20(1), 71–75.
Long, Y., Han, H. Y., & Mao, Q. Z. (2009). Establishing urban growth boundaries using constrained CA. Acta Geographica Sinica, 64(8), 999–1008.
Long, Y., Shen, Z. J., Mao, Q. Z., et al. (2010). Form scenario analysis using constrained cellular automata. Acta Geographica Sinica, 65(6), 643–655.
Miao, L. J., Zhu, F., He, B., et al. (2013). Synthesis of China’s land use in the past 300 years. Global and Planetary Change, 100, 224–233.
Pan, Q., Jin, X. B., & Zhou, Y. K. (2013). Population change and spatiotemporal distribution of china in recent 300 years. Geographical Research, 32(7), 1291–1302.
Pongratz, J., Reick, C., Raddatz, T., et al. (2008). A reconstruction of global agricultural areas and land cover for the last millennium. Biogeochem Cycles, 22(3), 1–16.
Ramankutty, N., & Foley, J. A. (1999). Estimating historical changes in global land cover: croplands from 1700 to 1992. Global Biogeochemical Cycles, 13(4), 997–1027.
Wei, X. W., Miao, L. J., Jiang, Y., et al. (2016). Reconstruction of the historical crop land data in China using the partition and layering-based gridded method. Acta Geographica Sinica, 71(7), 1144–1156.
Wu, F. L. (1998). SimLand: A prototype to simulate land conversion through the integrated GIS and CA with AHP-derived transition rules. International Journal of Geographical Information Science, 12(1), 63–82.
Xie, Y. W., Wang, X. Q., Wang, G. S., et al. (2013). Cultivated land distribution simulation based on grid in middle reaches of Heihe river basin in the historical periods. Advances in Earth Science, 28(1), 71–78.
Yang, X. H., Jin, X. B., Guo, B. B., et al. (2015). Research on reconstructing spatial distribution of historical cropland over 300 years in traditional cultivated regions of China. Global and Planetary Change, 128, 90–102.
Yang, X. H., Jin, X. B., Lin, Y. N., et al. (2016). Review on China’s spatially-explicit historical land cover datasets and reconstruction methods. Progress in Geography, 35(2), 159–172.
Ye, Y., Fang, X. Q., Ren, Y. Y., et al. (2009). Northeast cultivated land cover changes over the past 300 years. Science in China (Series D), 31(3), 340–350.
Yeh, G. O., & Li, X. (2001). A constrained CA model for the simulation and planning of sustainable urban forms by using GIS. Environment and Planning B, Planning and Design, 28(5), 733–753.
Zhang, G. P., Liu, J. Y., & Zhang, Z. X. (2003). Spatial-temporal changes of cropland in China for the past 10 years based on remote sensing. Acta Geographica Sinica, 58(3), 323–332.
Zhang, H. H., Zeng, Y. N., Jin, X. B., et al. (2008). Urban land expansion model based on multi-agent system and application. Acta Geographica Sinica, 63(8), 869–881.
Zhang, L. J., Jiang, L. Q., Zhang, X. Z., et al. (2014). Reconstruction of cropland over Heilongjiang province in the late 19th century. Acta Geographica Sinica, 69(4), 448–458.
Zhou, R. (2001). A general inspection and re-appraisal on area under cultivation in the early period of Qing dynasty. Jianghan Tribune, 9, 57–61.
Zhu, F., Cui, X. F., & Miao, L. J. (2012). China’s spatially-explicit historical land-use data and its reconstruction methodology. Progress in Geography, 31(12), 1563–1573.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
Copyright information
© 2018 Springer International Publishing AG
About this chapter
Cite this chapter
Jin, X., Zhou, Y., Yang, X., Cheng, Y. (2018). Farmland Spatial Pattern Reconstruction in the Past 300 Years in China. In: Historical Farmland in China During 1661-1980. Historical Geography and Geosciences. Springer, Cham. https://doi.org/10.1007/978-3-319-71879-8_7
Download citation
DOI: https://doi.org/10.1007/978-3-319-71879-8_7
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-71878-1
Online ISBN: 978-3-319-71879-8
eBook Packages: Earth and Environmental ScienceEarth and Environmental Science (R0)