Abstract
Improving the understanding of cropland change and its driving factors is a current focus for policy decision-makers in China. The datasets of cropland and cropland changes from the 1970s to the 2000s were used to explore whether climate change has produced spatio-temporal changes to cropland in northern China since the 1970s. Two representative indicators of heat and water resources, which are important determinants of crop growth and productivity, were considered to track climate change, including active accumulated temperatures ≥10 °C (AAT10) and the standardized precipitation evapotranspiration index (SPEI). Our results showed that rapid cropland change has occurred in northern China since the 1970s, and the area of cropland reclamation (10.23 million ha) was much greater than that of abandoned cropland (2.94 million ha). In the 2000s, the area of cropland with AAT10 higher than 3,000 °C·d increased, while the area of cropland with an SPEI greater than 0.25 decreased compared to the 1970s, 1980s and 1990s. It appears that climate warming has provided thermal conditions that have aided rapid cropland reclamation in northern China since the 1970s, and drier climatic conditions did not become a limiting factor for cropland reclamation, especially from the 1990s to the 2000s. Approximately 70 % of cropland reclamation areas were located in warmer but drier regions from the 1990s to the 2000s, and approximately 40 % of cropland abandonment occurred in warmer and wetter conditions that were suitable for agriculture during the periods from the 1970s to the 1980s and the 1990s to the 2000s. Our results suggest that climate change can be considered a driving factor of cropland change in the past several decades in northern China, in addition to socioeconomic factors.
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Cao S, Xu C, Chen L, Wang X (2009) Attitudes of farmers in China's northern Shaanxi Province towards the land-use changes required under the Grain for Green Project, and implications for the project's success. Land Use Policy 26(4):1182–1194. doi:10.1016/j.landusepol.2009.02.006
Chen C, Qian C, Deng A, Zhang W (2012) Progressive and active adaptations of cropping system to climate change in Northeast China. Eur J Agron 38(1):94–103
Dong J, Liu J, Tao F, Xu X, Wang J (2009) Spatio-temporal changes in annual accumulated temperature in China and the effects on cropping systems, 1980s to 2000. Clim Res 40(1):37–48
Dong J, Liu J, Zhang G, Basara J, Greene S, Xiao X (2013) Climate change affecting temperature and aridity zones: a case study in Eastern Inner Mongolia, China from 1960–2008. Theor Appl Climatol 113(3–4):561–572. doi:10.1007/s00704-012-0804-x
Drummond MA, Auch RF, Karstensen KA, Sayler KL, Taylor JL, Loveland TR (2012) Land change variability and human–environment dynamics in the United States Great Plains. Land Use Policy 29(3):710–723
Li Z, Yan Z (2009) Homogenized daily mean/maximum/minimum temperature series for China from 1960–2008. Atmos Ocean Sci Lett 2(4):237–243
Li G, Zhao Y, Cui S (2013) Effects of urbanization on arable land requirements in China, based on food consumption patterns. Food Security 5(3):439–449. doi:10.1007/s12571-013-0265-9
Liu J, Liu M, Zhuang D, Zhang Z, Deng X (2003) Study on spatial pattern of land-use change in China during 1995–2000. Sci China Ser D 46(4):373–384
Liu J, Liu M, Tian H, Zhuang D, Zhang Z, Zhang W, Tang X, Deng X (2005a) Spatial and temporal patterns of China’s cropland during 1990–2000: an analysis based on Landsat TM data. Remote Sens Environ 98:442–456
Liu J, Tian H, Liu M, Zhuang D, Melillo JM, Zhang Z (2005b) China’s changing landscape during the 1990s: large–scale land transformations estimated with satellite data. Geophys Res Lett 32(2), L02405. doi:10.1029/2004GL021649
Liu J, Zhang Z, Zhuang D, Zhang S, Li X (2005c) The Spatiotemporal Information of Land use change in China based on Remote Sensing in 1990s. Science Press, Beijing [In Chinese]
Liu J, Zhang Z, Xu X, Kuang W, Zhou W, Zhang S, Li R, Yan C, Yu D, Wu S, Jiang N (2010) Spatial patterns and driving forces of land use change in China during the early 21st century. J Geogr Sci 20(4):483–494
Liu J, Gao J, Lv SH, Han Y, Nie Y (2011) Shifting farming–pastoral ecotone in China under climate and land use changes. J Arid Environ 75(3):298–308
Olson JM, Alagarswamy G, Andresen JA, Campbell DJ, Davis AY, Ge J, Huebner M, Lofgren BM, Lusch DP, Moore NJ, Pijanowski BC, Qi J, Thornton PK, Torbick NM, Wang J (2008) Integrating diverse methods to understand climate–land interactions in East Africa. Geoforum 39(2):898–911
Peng J, Xu Y, Cai Y, Xiao H (2011) Climatic and anthropogenic drivers of land use/cover change in fragile karst areas of southwest china since the early 1970s: a case study on the maotiaohe watershed. Environ Earth Sci 64(8):2107–2118
Shi W, Tao F, Liu J (2013) Changes in quantity and quality of cropland and the implications for grain production in the Huang-Huai-Hai Plain of China. Food Secur 5(1):69–82
Sjögersten S, Atkin C, Clarke ML, Mooney SJ, Wu B, West HM (2013) Responses to climate change and farming policies by rural communities in northern China: A report on field observation and farmers’ perception in dryland north Shaanxi and Ningxia. Land Use Policy 32(0):125–133. doi:10.1016/j.landusepol.2012.09.014
Sun W, Huang Y (2011) Global warming over the period 1961–2008 did not increase high-temperature stress but did reduce low-temperature stress in irrigated rice across China. Agric For Meteorol 151(9):1193–1201
Tao FL, Yokozawa M, Hayashi Y, Lin E (2003) Future climate change, the agricultural water cycle, and agricultural production in China. Agric Ecosyst Environ 95:203–215
Tao FL, Yokozawa M, Liu J, Zhang Z (2008a) Climate-crop yield relationships at province scale in China and the impacts of recent climate trend. Clim Res 38:83–94
Tao FL, Yokozawa M, Zhang Z, Hayashi Y, Ishigooka Y (2008b) Land surface phenology dynamics and climate variation in the North East China Transect (NECT), 1982–2000. Int J Remote Sens 29:5461–5478
Tao FL, Yokozawa M, Liu J, Zhang Z (2009) Climate change, land use change, and China’s food security in the twenty-first century: an integrated perspective. Clim Chang 93:433–445
Tsegaye D, Moe SR, Vedeld P, Aynekulu E (2010) Land-use/cover dynamics in Northern Afar rangelands, Ethiopia. Agric Ecosyst Environ 139(1–2):174–180
Verburg PH, Neumann K, Nol L (2011) Challenges in using land use and land cover data for global change studies. Glob Chang Biol 17(2):974–989. doi:10.1111/j.1365-2486.2010.02307.x
Vicente-Serrano SM, Beguería S, López-Moreno JI (2010a) A multiscalar drought index sensitive to global warming: the standardized precipitation evapotranspiration index. J Clim 23(7):1696–1718. doi:10.1175/2009jcli2909.1
Vicente-Serrano SM, Beguería S, López-Moreno JI, Angulo M, El Kenawy A (2010b) A new global 0.5° Gridded dataset (1901–2006) of a multiscalar drought index: comparison with current drought index datasets based on the palmer drought severity index. J Hydrometeorol 11(4):1033–1043. doi:10.1175/2010jhm1224.1
Wang SY, Zhang B, Yang CJ, Zhao Y, Wang H (2012) Temporal change and suitability assessment of cropland in the Yellow River Basin during 1990–2005. Int J Geogr Inf Sci 26(3):519–539. doi:10.1080/13658816.2011.598458
Ye Y, Fang X (2012) Expansion of cropland area and formation of the eastern farming-pastoral ecotone in northern China during the twentieth century. Reg Environ Chang 12(4):923–934. doi:10.1007/s10113-012-0306-5
Ye Y, Fang X, Aftab U, Khan M (2012) Migration and reclamation in Northeast China in response to climatic disasters in North China over the past 300 years. Reg Environ Chang 12(1):193–206. doi:10.1007/s10113-011-0245-6
Zhang Z, Zhao X, Wang X (2012) Remote sensing monitoring of land use in China. Star Map Press, Beijing [In Chinese]
Acknowledgments
This study was supported by the “Strategic Priority Research Program” of the Chinese Academy of Sciences, Climate Change: Carbon Budget and Relevant Issues, Grant No. XDA05090310, the National Natural Science Foundation of China (No. 41371002), the National Program on Key Basic Research Project (Project No. 2010CB950902 and 2014CB954302), and the State Key Laboratory of Resources and Environmental Information System. We gratefully acknowledge Prof. Warwick Harris (Landcare Research, New Zealand), the two anonymous reviewers and the editor for their insightful comments, suggestions and language revisions.
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Shi, W., Tao, F., Liu, J. et al. Has climate change driven spatio-temporal changes of cropland in northern China since the 1970s?. Climatic Change 124, 163–177 (2014). https://doi.org/10.1007/s10584-014-1088-1
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DOI: https://doi.org/10.1007/s10584-014-1088-1