Skip to main content

2018 | OriginalPaper | Buchkapitel

6. Reconstruction Spatial-Temporal Pattern of Historical Farmland Based on Bottom-up Methodology

verfasst von : Xiaobin Jin, Yinkang Zhou, Xuhong Yang, Yinong Cheng

Erschienen in: Historical Farmland in China During 1661-1980

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Considering the historical farmland change process and the interactions between behavioral subjects in the decision process of cultivation site selection, this chapter tries to put forward a new method system to reconstruct the spatial pattern of historical farmland. It is proposed with the “bottom-up” ideology, i.e., the Constrained CA (Cellular Automata) and MAS (Multi-Agent Systems) model. The empirical study has shown that in contrast to the “top-down” method, the “bottom-up” method is capable to obtain the greater simulation accuracy and reflect the change process of farmland better in reconstructing the historical farmland distribution. Nevertheless, the “bottom-up” method does consume more time and computing power to iterate thousands loops to simulate the potential spatial pattern of historical farmland.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat 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. 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.
Zurück zum Zitat Brown, L. A., & Moore, E. G. (1970). The intra-urban migration process. GeografiskaAnnaler, 52(1), 1–13. Brown, L. A., & Moore, E. G. (1970). The intra-urban migration process. GeografiskaAnnaler, 52(1), 1–13.
Zurück zum Zitat 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. 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.
Zurück zum Zitat Cheng, F. (2010). Research on agriculture development and live hood of Shandong province in Qing dynasty. Nankai University. Cheng, F. (2010). Research on agriculture development and live hood of Shandong province in Qing dynasty. Nankai University.
Zurück zum Zitat Fang, X. Q., Yu, Y. E., Ge, Q. S., et al. (2005). Land exploitation in the northeast China during the Qing dynasty inferred from the development of town system. Scientia GeographicaSinica, 25(2), 129–134. Fang, X. Q., Yu, Y. E., Ge, Q. S., et al. (2005). Land exploitation in the northeast China during the Qing dynasty inferred from the development of town system. Scientia GeographicaSinica, 25(2), 129–134.
Zurück zum Zitat 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. 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.
Zurück zum Zitat Foley, J. A., Defries, R., Asner, G. P., et al. (2005). Global consequence of land use. Science, 309(5734), 570–574.CrossRef Foley, J. A., Defries, R., Asner, G. P., et al. (2005). Global consequence of land use. Science, 309(5734), 570–574.CrossRef
Zurück zum Zitat Fuchs, R., Verburg, P. H., Clevers, J. G. P. W., et al. (2015). The potential of old maps and encyclopedias for reconstructing historic European land cover/use change. Applied Geography, 59(59), 43–55.CrossRef Fuchs, R., Verburg, P. H., Clevers, J. G. P. W., et al. (2015). The potential of old maps and encyclopedias for reconstructing historic European land cover/use change. Applied Geography, 59(59), 43–55.CrossRef
Zurück zum Zitat 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. 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.
Zurück zum Zitat Goldewijk, K., & Battjes, J. J. (1997). A hundred year database for integrated environmental assessments. Bilthoven, the Netherlands: National Institute of Public Health and the Environment (RIVM). Goldewijk, K., & Battjes, J. J. (1997). A hundred year database for integrated environmental assessments. Bilthoven, the Netherlands: National Institute of Public Health and the Environment (RIVM).
Zurück zum Zitat Goldewijk, K. K. (2001). Estimating global land use change over the past 300 years: The HYDE database. Global Biogeochemical Cycles, 15(2), 417–433.CrossRef Goldewijk, K. K. (2001). Estimating global land use change over the past 300 years: The HYDE database. Global Biogeochemical Cycles, 15(2), 417–433.CrossRef
Zurück zum Zitat Goldewijk, K. K., & Ramankutty, N. (2004). Land cover change over the last three centuries due to human activities: The availability of new global data sets. GeoJournal, 61(4), 335–344.CrossRef Goldewijk, K. K., & Ramankutty, N. (2004). Land cover change over the last three centuries due to human activities: The availability of new global data sets. GeoJournal, 61(4), 335–344.CrossRef
Zurück zum Zitat He, F. N., Dai, J. H., & Ge, Q. S. (2005). An analysis of reclamation trend in the early Qing dynasty from the view point of Kangxi to Qianlong cultivation and reclamation policies. Geographical Research, 24(6), 878–888. He, F. N., Dai, J. H., & Ge, Q. S. (2005). An analysis of reclamation trend in the early Qing dynasty from the view point of Kangxi to Qianlong cultivation and reclamation policies. Geographical Research, 24(6), 878–888.
Zurück zum Zitat 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., 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.
Zurück zum Zitat 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. 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.
Zurück zum Zitat 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. 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.
Zurück zum Zitat 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, 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.
Zurück zum Zitat Li, L. F. (1993). Agricultural geography of Shandong province in Ming-Qing dynasty. Xi’an: Shaanxi Normal University. Li, L. F. (1993). Agricultural geography of Shandong province in Ming-Qing dynasty. Xi’an: Shaanxi Normal University.
Zurück zum Zitat 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., & Chen, Y. S. (2012). Gridding reconstruction of cropland spatial patterns in southwest China in the Qing dynasty. Progress in Geography, 31(9), 1196–1203.
Zurück zum Zitat 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.CrossRef 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.CrossRef
Zurück zum Zitat Li, X., & Yeh, A. G. O. (1999). Constrained cellular automata for modeling sustainable urban forms. Acta Geographica Sinica, 54(1), 289–298. Li, X., & Yeh, A. G. O. (1999). Constrained cellular automata for modeling sustainable urban forms. Acta Geographica Sinica, 54(1), 289–298.
Zurück zum Zitat Lin, S. S., Zheng, J. Y., & He, F. N. (2008). The approach for gridding data derived from historical cropland records of the traditional cultivated region in China. Acta Geographica Sinica, 63(1), 83–92. Lin, S. S., Zheng, J. Y., & He, F. N. (2008). The approach for gridding data derived from historical cropland records of the traditional cultivated region in China. Acta Geographica Sinica, 63(1), 83–92.
Zurück zum Zitat 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, 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.
Zurück zum Zitat Liu, X. P., Li, X., Chen, Y. M., et al. (2010). Agent-based model of residential location. Acta Geographica Sinica, 65(6), 695–707. Liu, X. P., Li, X., Chen, Y. M., et al. (2010). Agent-based model of residential location. Acta Geographica Sinica, 65(6), 695–707.
Zurück zum Zitat 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, 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.
Zurück zum Zitat Liu, Y. L., Liu, Y. F., & Xia, Z. F. (1995). Land suitability evaluation based on fuzzy comprehensive judgment. Journal of Wuhan Technical University of Surveying and Mapping, 20(1), 71–75. Liu, Y. L., Liu, Y. F., & Xia, Z. F. (1995). Land suitability evaluation based on fuzzy comprehensive judgment. Journal of Wuhan Technical University of Surveying and Mapping, 20(1), 71–75.
Zurück zum Zitat 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., Han, H. Y., & Mao, Q. Z. (2009). Establishing urban growth boundaries using constrained CA. Acta Geographica Sinica, 64(8), 999–1008.
Zurück zum Zitat Long, Y., Jin, X. B., Li, M. Y., et al. (2014a). A constrained cellular automata model for reconstructing historical arable land in Jiangsu province. Geographical Research, 33(12), 2239–2250. Long, Y., Jin, X. B., Li, M. Y., et al. (2014a). A constrained cellular automata model for reconstructing historical arable land in Jiangsu province. Geographical Research, 33(12), 2239–2250.
Zurück zum Zitat Long, Y., Jin, X. B., Yang, X. H., et al. (2014b). Reconstruction of historical arable land use patterns using constrained cellular automata: A case study of Jiangsu, China. Applied Geography, 52(4), 67–77.CrossRef Long, Y., Jin, X. B., Yang, X. H., et al. (2014b). Reconstruction of historical arable land use patterns using constrained cellular automata: A case study of Jiangsu, China. Applied Geography, 52(4), 67–77.CrossRef
Zurück zum Zitat 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. 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.
Zurück zum Zitat Peng, Y. X. (1990). In cultivation history in Qing dynasty (pp. 1–285). Beijing: China Agriculture Press. Peng, Y. X. (1990). In cultivation history in Qing dynasty (pp. 1–285). Beijing: China Agriculture Press.
Zurück zum Zitat 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.CrossRef 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.CrossRef
Zurück zum Zitat 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.CrossRef 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.CrossRef
Zurück zum Zitat Ramankutty, N., Foley, J. A., & Olejniczak, N. J. (2016). People on the land: Changes in global population and croplands during the 20th century. AMBIO: A Journal of the Human Environment, 31(3), 251–257.CrossRef Ramankutty, N., Foley, J. A., & Olejniczak, N. J. (2016). People on the land: Changes in global population and croplands during the 20th century. AMBIO: A Journal of the Human Environment, 31(3), 251–257.CrossRef
Zurück zum Zitat Tian, H. Q., Banger, K., Bo, T., et al. (2014). History of land use in India during 1880–2010: Large-scale land transformations reconstructed from satellite data and historical archives. Global and Planetary Change, 121(10), 78–88.CrossRef Tian, H. Q., Banger, K., Bo, T., et al. (2014). History of land use in India during 1880–2010: Large-scale land transformations reconstructed from satellite data and historical archives. Global and Planetary Change, 121(10), 78–88.CrossRef
Zurück zum Zitat 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.CrossRef 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.CrossRef
Zurück zum Zitat 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. 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.
Zurück zum Zitat Yang, X. H., Guo, B. B., Jin, X. B., et al. (2015a). Reconstructing spatial distribution of historical cropland in China’s traditional cultivated region: Methods and case study. Chinese Geographical Science, 25(5), 629–643.CrossRef Yang, X. H., Guo, B. B., Jin, X. B., et al. (2015a). Reconstructing spatial distribution of historical cropland in China’s traditional cultivated region: Methods and case study. Chinese Geographical Science, 25(5), 629–643.CrossRef
Zurück zum Zitat Yang, X. H., Jin, X. B., Guo, B. B., et al. (2015b). Research on reconstructing spatial distribution of historical cropland over 300 years in traditional cultivated regions of China. Global and Planetary Change, 128, 90–102.CrossRef Yang, X. H., Jin, X. B., Guo, B. B., et al. (2015b). Research on reconstructing spatial distribution of historical cropland over 300 years in traditional cultivated regions of China. Global and Planetary Change, 128, 90–102.CrossRef
Zurück zum Zitat Ye, D. Z., & Fu, C. B. (2004). Some advance in global change science study. Chinese Journal of Atmospheric Sciences, 19(5), 336–341. Ye, D. Z., & Fu, C. B. (2004). Some advance in global change science study. Chinese Journal of Atmospheric Sciences, 19(5), 336–341.
Zurück zum Zitat 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. 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.
Zurück zum Zitat 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.CrossRef 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.CrossRef
Zurück zum Zitat 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, 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.
Zurück zum Zitat Zhang, H., Jin, X., Wang, L., et al. (2015). Multi-agent based modeling of spatiotemporal dynamical urban growth in developing countries: Simulating future scenarios of Lianyungang city, China. Stochastic Environmental Research and Risk Assessment, 29(1), 63–78.CrossRef Zhang, H., Jin, X., Wang, L., et al. (2015). Multi-agent based modeling of spatiotemporal dynamical urban growth in developing countries: Simulating future scenarios of Lianyungang city, China. Stochastic Environmental Research and Risk Assessment, 29(1), 63–78.CrossRef
Zurück zum Zitat 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, 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.
Zurück zum Zitat 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. 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.
Zurück zum Zitat 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. 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.
Metadaten
Titel
Reconstruction Spatial-Temporal Pattern of Historical Farmland Based on Bottom-up Methodology
verfasst von
Xiaobin Jin
Yinkang Zhou
Xuhong Yang
Yinong Cheng
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-319-71879-8_6