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A Reconstruction of Irrigated Cropland Extent in China from 2000 to 2019 Using the Synergy of Statistics and Satellite-Based Datasets

Author

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  • Minghao Bai

    (College of Environmental Sciences and Engineering, Peking University, Beijing 100871, China
    Water Resources Economics Research Institute, Hohai University, Nanjing 211100, China)

  • Shenbei Zhou

    (Water Resources Economics Research Institute, Hohai University, Nanjing 211100, China
    Business School, Hohai University, Nanjing 211100, China
    Global Environment and Natural Resources Institute (GENRI), College of Science, George Mason University, Fairfax, VA 22030, USA)

  • Ting Tang

    (International Institute for Applied Systems Analysis (IIASA), A-2361 Laxenburg, Austria)

Abstract

Irrigated agriculture has undergone rapid developments in China, which has greatly increased food production but overexploited water resources as well. Spatial information on irrigated cropland is critical to balance irrigation yield gains against the negative impact on water resources. However, remote-sensing-based maps on irrigated areas with short temporal coverage often suffer from undermined accuracy in humid areas and inconsistency with statistics, which limit their applications in food policy and water management. The following study integrates existing irrigation maps, observed data on irrigated cropping system, and statistics by a synergy approach to map irrigated areas in China from 2000 to 2019. We also incorporate past information on actual irrigation to avoid divergence between observations and statistics from its fluctuation. Afterwards, 614 reference samples across mainland China have been used to validate resultant maps, which show that outperformance was above overall accuracy and Kappa coefficients. Moreover, our maps share a similar spatial pattern with Irrimap-Syn maps rather than remote-sensing-based maps (CCI-LC). Irrigated areas have grown rapidly from 55.42 Mha in 2000 to 71.33 Mha in 2019 but with different growth trends in different regions. Simultaneous large-scale expansion and abandonment occur in the Huang-Huai-Hai Plain and Yangtze River Basin, while the Northwest Inland Region and the Northeast Plain are the two largest net area gains. Rainfed croplands are dominant sources of expansion, followed by pastures, respectively, with over 70% and 20% contributions in total gains. This not only is a shift from rainfed to irrigated systems but also indicates an intensification of agriculture, which might contribute to agricultural drought reductions in the north and wide soil suitability. Other efforts on agricultural sustainability also have been detected, such as geographical shifts from vulnerable to relatively suitable areas, grain for green, cropland protection, and cropland protection in the competition of urbanization.

Suggested Citation

  • Minghao Bai & Shenbei Zhou & Ting Tang, 2022. "A Reconstruction of Irrigated Cropland Extent in China from 2000 to 2019 Using the Synergy of Statistics and Satellite-Based Datasets," Land, MDPI, vol. 11(10), pages 1-27, September.
    • Handle: RePEc:gam:jlands:v:11:y:2022:i:10:p:1686-:d:929008
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    References listed on IDEAS

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    1. Huang, Qiuqiong & Rozelle, Scott & Lohmar, Bryan & Huang, Jikun & Wang, Jinxia, 2006. "Irrigation, agricultural performance and poverty reduction in China," Food Policy, Elsevier, vol. 31(1), pages 30-52, February.
    2. Su-Jong Jeong & Chang-Hoi Ho & Shilong Piao & Jinwon Kim & Philippe Ciais & Yun-Bok Lee & Jong-Ghap Jhun & Seon Ki Park, 2014. "Effects of double cropping on summer climate of the North China Plain and neighbouring regions," Nature Climate Change, Nature, vol. 4(7), pages 615-619, July.
    3. Yang, Hong & Zhang, Xiaohe & Zehnder, Alexander J. B., 2003. "Water scarcity, pricing mechanism and institutional reform in northern China irrigated agriculture," Agricultural Water Management, Elsevier, vol. 61(2), pages 143-161, June.
    4. Feike, Til & Khor, Ling Yee & Mamitimin, Yusuyunjiang & Ha, Nan & Li, Lin & Abdusalih, Nurbay & Xiao, Haifeng & Doluschitz, Reiner, 2017. "Determinants of cotton farmers’ irrigation water management in arid Northwestern China," Agricultural Water Management, Elsevier, vol. 187(C), pages 1-10.
    5. Brown, Jesslyn F. & Pervez, Md Shahriar, 2014. "Merging remote sensing data and national agricultural statistics to model change in irrigated agriculture," Agricultural Systems, Elsevier, vol. 127(C), pages 28-40.
    6. Nathaniel D. Mueller & James S. Gerber & Matt Johnston & Deepak K. Ray & Navin Ramankutty & Jonathan A. Foley, 2012. "Closing yield gaps through nutrient and water management," Nature, Nature, vol. 490(7419), pages 254-257, October.
    7. Shilong Piao & Philippe Ciais & Yao Huang & Zehao Shen & Shushi Peng & Junsheng Li & Liping Zhou & Hongyan Liu & Yuecun Ma & Yihui Ding & Pierre Friedlingstein & Chunzhen Liu & Kun Tan & Yongqiang Yu , 2010. "The impacts of climate change on water resources and agriculture in China," Nature, Nature, vol. 467(7311), pages 43-51, September.
    8. Huang, Qiuqiong & Wang, Jinxia & Li, Yumin, 2017. "Do water saving technologies save water? Empirical evidence from North China," Journal of Environmental Economics and Management, Elsevier, vol. 82(C), pages 1-16.
    9. Zhang, Chao & Dong, Jinwei & Zuo, Lijun & Ge, Quansheng, 2022. "Tracking spatiotemporal dynamics of irrigated croplands in China from 2000 to 2019 through the synergy of remote sensing, statistics, and historical irrigation datasets," Agricultural Water Management, Elsevier, vol. 263(C).
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