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Journal of Integrative Agriculture  2017, Vol. 16 Issue (02): 360-367    DOI: 10.1016/S2095-3119(16)61365-5
Section 3: Cropland cover mapping and change Advanced Online Publication | Current Issue | Archive | Adv Search |
Spatio-temporal changes in rice area at the northern limits of the rice cropping system in China from 1984 to 2013
LI Zhi-peng1, LONG Yu-qiao1, TANG Peng-qin1, TAN Jie-yang2, LI Zheng-guo1, WU Wen-bin1, HU Ya-nan1, YANG Peng1

1 Key Laboratory of Agri-informatics, Ministry of Agriculture/Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, Beijing 100081, P.R.China

2 Institute of Agricultural Economics and Regional Planning, Hunan Academy of Agricultural Sciences, Changsha 410125, P.R.China

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Abstract  Rice area has been expanding rapidly during the past 30 years under the influence of global change in northeastern China, which is the northernmost region of rice cultivation in China.  However, the spatio-temporal dynamic changes in rice area are still unclear, although they may have important policy implications for environmental protection and adaptation to climate change.  In this study, we aimed to identify the dynamic changes of the rice area in Heilongjiang Province of northeastern China by extracting data from multiple Landsat images.  The study used ground quadrats selected from Google Earth and the extraction of a confusion matrix to verify the accuracy of extraction.  The overall accuracy of the extracted rice area was higher than 95% as a result of using the artificial neural network (ANN) classification method.  The results showed that the rice area increased by approximately 2.4×106 ha during the past 30 years at an annual rate of 8.0×104 ha, and most of the increase occurred after 2000.  The central latitude of the rice area shifted northwards from 46 to 47°N during the study period, and moved eastwards from 130 to 133°E.  The rice expansion area accounted for 98% of the total change in rice area, and rice loss was notably rare.  The rice expansion was primarily from dryland.  In addition, rice cultivation in marshland and grassland played a minor role in the rice expansion in this region.
Keywords:  paddy rice      Landsat images      artificial neural network      Heilongjiang Province  
Received: 14 October 2015   Accepted:
Fund: 

We are grateful for the financial support for our initial and ongoing research from the National Natural Science Foundation of China (41101170 and 41201184).

Corresponding Authors:  YANG Peng, Tel: +86-10-82109641, E-mail: yangpeng@caas.cn; HU Ya-nan, E-mail: huyanan@caas.cn   
About author:  LI Zhi-peng, E-mail: lizhipeng@caas.cn

Cite this article: 

LI Zhi-peng, LONG Yu-qiao, TANG Peng-qin, TAN Jie-yang, LI Zheng-guo, WU Wen-bin, HU Ya-nan, YANG Peng . 2017. Spatio-temporal changes in rice area at the northern limits of the rice cropping system in China from 1984 to 2013. Journal of Integrative Agriculture, 16(02): 360-367.

Chen Y Q, Yang P. 2001. Recent progresses of international study on land use and land cover change (LUCC). Economic Geography, 21, 95–100. (in Chinese)
FAOSTAT. 2012. Statistical database of the Food and Agricultural Organization of the United Nation. [2013-06-11]. http://faostat3.fao.org/
Gao J, Liu Y. 2011. Climate warming and land use change in Heilongjiang Province, Northeast China. Applied Geography, 31, 476–482.
Gao J, Pan G, Jiang X, Pan J, Zhuang D. 2008. Land-use induced changes in topsoil organic carbon stock of paddy fields using MODIS and TM/ETM analysis: A case study of Wujiang County, China. Journal of Environmental Sciences, 20, 852–858.
Gumma M K, Gauchan D, Nelson A, Pandey S, Rala A. 2011.Temporal changes in rice-growing area and their impact on livelihood over a decade: A case study of Nepal. Agriculture Ecosystems & Environment, 142, 382–392.
Gumma M K, Mohanty S, Nelson A, Arnel R, Mohammed I A, Das S R. 2015. Remote sensing based change analysis of rice environments in Odisha, India. Journal of Environmental Management, 148, 31–41.
Hayes D J, Sader S A, Schwartz N B. 2002. Analyzing a forest conversion history database to explore the spatial and temporal characteristics of land cover change in Guatemala’s Maya Biosphere Reserve. Landscape Ecology, 17, 299–314.
Kiple K F, Ornelas K C. 2000. The Cambridge World History of Food. Cambridge University Press, Britain. pp. 1–1958.
Li C F, Zeng S G, Xu L. 2007. Intelligent Processing of Remote Sensing Images. Publishing House of Electronics Industry, Beijing, China. (in Chinese)
Li Z G, Liu Z H, Anderson W, Yang P, Wu W B, Tang H J, You L Z. 2015. Chinese rice production area adaptations to climate changes, 1949−2010. Environment Science&Technology, 49, 2032–2037.
Liu C W, Li X B. 2006. Regional differences in the changes of the agricultural land use in China during 1980–2002. Acta Geographica Sinica, 61, 139–145. (in Chinese)
Liu J Y, Zhang Z X, Li X B, Zhuang D F, Zhang S W. 2005. The Remote Sensing Information of Time and Space of Land Use Change in China in the 1990s. Science Press, Beijing, China. (in Chinese)
Liu Z H, Li Z G, Tang P Q, Li Z P, Wu W B, Yang P, You L Z, Tang H J. 2013. Changes analysis of rice area and production in China during the past three decades. Journal of Geographical Sciences, 23, 1005–1018.
Liu Z H, Yang P, Tang H J, Wu W B, Zhang L, Yu Q Y, Li Z G. 2015. Shifts in the extent and location of rice cropping areas match the climate change pattern in China during 1980–2010. Regional Environment Change, 15, 919–929.
MOA (Ministry of Agriculture), China. 2012. China Agricultural Statistical Report 2011. China Agriculture Press, Beijing. pp. 15–73. (in Chinese)
National Bureau of Statistics of China. 2014. Statistical database of the National Bureau of Statistics of the Peoples’s Republic of China. [2014-4-20]. www.stats.gov.cn/ (in Chinese)
Shrestha S, Deb P, Bui T T T. 2016. Adaptation strategies for rice cultivation under climate change in Central Vietnam. Mitigation and Adaptation Strategies for Global Change, 21, 15–37.
Sun H S, Huang J F, Huete A R, Peng D L, Zhang F. 2009. Mapping paddy rice with multi-date moderate-resolution imaging spectroradiometer (MODIS) data in China. Journal of Zhejiang University Science (A), 10, 1509–1522.
Sun J, Wu W B, Tang H J, Liu J G. 2015. Spatiotemporal patterns of non-genetically modified crops in the era of expansion of genetically modified food. Scientific Reports, 5, doi: 10.1038/srep14180
Wu D, Hou W, Zhang S W, Bu K, Xiang B, Wang Y, Li Y. 2015. Processes and prediction of land use/land cover changes (LUCC) driven by farm construction: the case of Naoli River Basin in Sanjiang Plain. Environmental Earth Sciences, 73, 4841–4851.
Yang X G, Chen F, Lin X M, Liu Z Q, Zhang H L, Zhao J, Li K N, Ye Q, Li Y, Lv S, Yang P, Wu W B, Li Z G, Lal R, Tang H J. 2015. Potential benefits of climate change for crop productivity in China. Agricultural and Forest Meteorology, 208, 76–84.
Yoshikawa N, Shiozawa S. 2006. Estimating variable acreage of cultivated paddy fields from preceding precipitation in a tropical watershed utilizing Landsat TM/ETM. Agricultural Water Management, 85, 296–304.
Yu W Y, Feng R, Ji R P, Zhang Y S, Chen P S, Zhao X L, Wu J W. 2011. Advances in rice planting area extraction technology based on MODIS data. Journal of Meteorology and Environment, 27, 56–61. (in Chinese)
Zhan J Y, Shi N N, Deng Z X. 2010. Driving mechanism of cultivated land conversions in Jiangxi. Acta Geographica Sinica, 65, 485–493. (in Chinese)
Zhong T Y, Huang X, Zhang X. 2011.Temporal and spatial variability of agricultural land loss in relation to policy and accessibility in a low hilly region of southeast China. Land Use Policy, 28, 762–769. (in Chinese)
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