Abstract
Reconstruction of cropland cover is crucial for assessing human impact on the environment. In this study, based on existing studies concerning historical cropland, population data and government inventories, we obtained a provincial cropland area dataset of China for 1661–1996 via collection, revision and reconstruction. Then, the provincial cropland area was allocated into grid cells of 10 × 10 km depending on the land suitability for cultivation. Our reconstruction indicates that cropland increased from ~55.5 × 104 km2 in 1661 to ~130.0 × 104 km2 in 1996. From 1661 to 1873, cropland expanded tremendously in the Sichuan Basin, and land reclamation was greatly enhanced in North China Plain. For 1873–1980, agricultural development occurred primarily in northeastern China. After 1980, most provinces in the traditionally cultivated region of China experienced decreases in cropland area. In comparison with satellite-based data for 2000, we found that our reconstruction generally captures the spatial distribution of cropland. Also, differences are mostly <20 % (−20 to 20 %). Compared with HYDE 3.1 dataset, which is designed for the global scale, our model is more suitable for reconstructing the historical crop cover of China at 10 × 10 km grid scale. Our reconstruction can be used in climate models to study the impact of crop cover change on the climate and carbon cycle.
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References
Cao S, Ge J (2001) China population history, vol V. Qing dynasties. Fudan University Press, Shanghai
Crook F (1993) Underreporting of China’s cultivated land area: implications for world agricultural trade. In: China International Agricultural and Trade Report, situation outlook ser RS-93-4. United States Department of Agriculture, Washington, DC, pp 33–39
Department of Economic Geography in Institute of Geography of Chinese Academy of Sciences (1980) Chinese general agricultural geography. Science Press, Beijing
Ellis E, Kaplan J, Fuller D, Vavrus S, Klein Goldewijk K, Verburg PH (2013) Used planet: a global history. Proc Natl Acad Sci USA 110:7978–7985. doi:10.1073/pnas.1217241110
Feng Z, Liu B, Yang Y (2005) A study of the changing trend of chinese cultivated land amount and data reconstructing: 1949–2003. J Nat Resou 20:35–43
Foley JA et al (2005) Global consequences of land use. Science 309:570–574. doi:10.1126/science.1111772
Ge Q, Dai J, He F, Zheng J, Man Z, Zhao Y (2004) Spatiotemporal dynamics of reclamation and cultivation and its driving factors in parts of China during the last three centuries. Prog Nat Sci 14:605–613. doi:10.1080/10020070412331344021
Han M (2012) Historical agricultural geography of China. Peking University Press, Beijing
He F, Li S, Zhang X, Ge Q, Dai J (2013) Comparisons of cropland area from multiple datasets over the past 300 years in the traditional cultivated region of China. J Geogr Sci 23:978–990. doi:10.1007/s11442-013-1057-z
He F, Vavrus S, Kutzbach J, Ruddiman W, Kaplan J, Krumhardt K (2014) Simulating global and local surface temperature changes due to Holocene anthropogenic land cover change. Geophys Res Lett 41:623–631. doi:10.1002/2013gl058085
Houghton RA (1999) The annual net flux of carbon to the atmosphere from changes in land use 1850–1990. Tellus Ser B Chem Phys Meteorol 51:298–313. doi:10.1034/j.1600-0889.1999.00013.x
Houghton RA (2003) Revised estimates of the annual net flux of carbon to the atmosphere from changes in land use and land management 1850–2000. Tellus Ser B Chem Phys Meteorol 55:378–390. doi:10.1034/j.1600-0889.2003.01450.x
Houghton RA, Hackler JL (2003) Sources and sinks of carbon from land-use change in China. Glob Biogeochem Cycle 17. doi:10.1029/2002gb001970
Houghton RA, Hackler JL, Lawrence KT (1999) The US carbon budget: contributions from land-use change. Science 285:574–578. doi:10.1126/science.285.5427.574
Kaplan JO, Krumhardt KM, Zimmermann N (2009) The prehistoric and preindustrial deforestation of Europe. Quat Sci Rev 28:3016–3034. doi:10.1016/j.quascirev.2009.09.028
Klein Goldewijk K (2001) Estimating global land use change over the past 300 years: the HYDE database. Glob Biogeochem Cycle 15:417–433. doi:10.1029/1999gb001232
Klein Goldewijk K, Verburg PH (2013) Uncertainties in global-scale reconstructions of historical land use: an illustration using the HYDE data set. Landsc Ecol 28:861–877. doi:10.1007/s10980-013-9877-x
Klein Goldewijk K, Beusen A, van Drecht G, de Vos M (2011) The HYDE 3.1 spatially explicit database of human-induced global land-use change over the past 12,000 years. Glob Ecol Biogeogr 20:73–86. doi:10.1111/j.1466-8238.2010.00587.x
Li B, Fang X, Ye Y, Zhang X (2010) Accuracy assessment of global historical cropland datasets based on regional reconstructed historical data—a case study in Northeast China. Sci China Ser D Earth Sci 53:1689–1699. doi:10.1007/s11430-010-4053-5
Lin S, Zheng J, He F (2009) Gridding cropland data reconstruction over the agricultural region of China in 1820. J Geogr Sci 19:36–48. doi:10.1007/s11442-009-0036-x
Liu M, Tian H (2010) China’s land cover and land use change from 1700 to 2005: estimations from high-resolution satellite data and historical archives. Glob Biogeochem Cycle 24:GB3003. doi:10.1029/2009gb003687
Liu J et al (2005) Spatial and temporal patterns of China’s cropland during 1990-2000: an analysis based on Landsat™ data. Remote Sens Environ 98:442–456. doi:10.1016/j.rse.2005.08.012
Ministry of Land and Resources of China (MLR) (1997) Annual report on Chinese land resources. Geological Publishing House, Beijing
Pitman AJ, Avila F, Abramowitz G, Wang Y, Phipps S, de Noblet-Ducoudre N (2011) Importance of background climate in determining impact of land-cover change on regional climate. Nat Clim Chang 1:472–475. doi:10.1038/nclimate1294
Pongratz J, Reick C, Raddatz T, Claussen M (2008) A reconstruction of global agricultural areas and land cover for the last millennium. Glob Biogeochem Cycle 22. doi:10.1029/2007gb003153
Ramankutty N, Foley JA (1999) Estimating historical changes in global land cover: croplands from 1700 to 1992. Glob Biogeochem Cycle 13:997–1027. doi:10.1029/1999gb900046
Ramankutty N, Foley J (2010) ISLSCP II historical croplands cover, 1700–1992. In Hall, Forest G, Collatz G, Meeson B, Los S, Brown de Colstoun E, Landis D (eds) ISLSCP initiative II collection data set. Oak Ridge National Laboratory Distributed Active Archive Center, Oak Ridge, p 10. doi:10.3334/ORNLDAAC/966. http://daac.ornl.gov/
Ruddiman WF, Ellis EC (2009) Effect of per-capita land use changes on Holocene forest clearance and CO2 emissions. Quat Sci Rev 28:3011–3015. doi:10.1016/j.quascirev.2009.05.022
Smit B, Cai Y (1996) Climate change and agriculture in China. Glob Environ Chang 6:205–214
State Statistical Bureau (SSB) (1950–1997) Statistical yearbook of China. China Statistical Publisher House, Beijing
Sun H, Shi Y (2003) China agricultural land use. Jiangsu Science and Technology Press, Nanjing
Tan Q (1991) Concise historical atlas of China. SinoMaps Press, Beijing
Vitousek PM, Mooney HA, Lubchenco J, Melillo JM (1997) Human domination of Earth’s ecosystems. Science 277:494–499. doi:10.1126/science.277.5325.494
Wang Y (2005) Chinese historical land use. In: Wang G, Wang J, Wang P (eds) Proceedings of Wang Yuhu. China Agricultural Press, Beijing, pp 310–342
Wu C (1996) Chinese agricultural history. Police-Education Press, Beijing
Ye Y, Fang X, Ren Y, Zhang X, Chen L (2009) Cropland cover change in Northeast China during the past 300 years. Sci China Ser D Earth Sci 52:1172–1182. doi:10.1007/s11430-009-0118-8
Zhang X, He F, Li S (2013) Reconstructed cropland in the mid-eleventh century in the traditional agricultural area of China: implications of comparisons among datasets. Reg Environ Chang 13:969–977. doi:10.1007/s10113-012-0390-6
Acknowledgments
This research was supported by the National Natural Science Foundation of China (Grant No. 41271227), the China Global Change Research Program (Grant No. 2010CB950901) of the Ministry of Science and Technology of China and the National Natural Science Foundation of China (Grant No. 41471171).
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Editor: Will Steffen.
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Li, S., He, F. & Zhang, X. A spatially explicit reconstruction of cropland cover in China from 1661 to 1996. Reg Environ Change 16, 417–428 (2016). https://doi.org/10.1007/s10113-014-0751-4
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DOI: https://doi.org/10.1007/s10113-014-0751-4