Journal of Geo-information Science, Volume. 22, Issue 9, 1814(2020)

Study on Estimation Method of Mongolia Grassland Production based on Sparse Samples

Yanjie WANG1...2, Juanle WANG2,4,*, Haishuo WEI2,3, Ochir ALTANSUKH5, Davaasuren DAVAADORJ6 and Chonokhuu SONOMDAGVA5 |Show fewer author(s)
Author Affiliations
  • 1College of Geoscience and Surveying Engineering, China University of Mining & Technology, Beijing 100083, China
  • 2State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China
  • 3School of Civil and Architectural Engineering, Shandong University of Technology, Zibo 255049, China
  • 4Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application, Nanjing 210023, China
  • 5School of Engineering and Applied Sciences, National University of Mongolia, Ulaanbaatar 210646, Mongolia
  • 6School of the Art & Sciences, National University of Mongolia, Ulaanbaatar 210646, Mongolia
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    References(22)

    [1] [1] 高黎明, 张乐乐. 青海湖流域植被盖度时空变化研究[J]. 地球信息科学学报, 2019,21(9):1318-1329. [ GaoL M, ZhangL L. Spatialtemporal dynamics of the vegetation coverage in Qinghai lake basin[J]. Journal of Geo-information Science, 2019,21(9):1318-1329. ] [ Gao L M, Zhang L L. Spatialtemporal dynamics of the vegetation coverage in Qinghai lake basin[J]. Journal of Geo-information Science, 2019,21(9):1318-1329. ]

    [2] [2] 谢高地, 张钇锂, 鲁春霞, 等. 中国自然草地生态系统服务价值[J]. 自然资源学报, 2001,16(1):47-53. [ XieG D, ZhangY L, LuC X, et al. Study on valuation of rangeland ecosystem services of China[J]. Journal of Natural Resources, 2001,16(1):47-53. ] [ Xie G D, Zhang Y L, Lu C X, et al. Study on valuation of rangeland ecosystem services of China[J]. Journal of Natural Resources, 2001,16(1):47-53. ]

    [3] [3] 赵同谦, 欧阳志云, 贾良清, 等. 中国草地生态系统服务功能间接价值评价[J]. 生态学报, 2004,24(6):1101-1110. [ ZhaoT Q, OuyangZ Y, JiaL Q, et al. Ecosystem services and their valuation of China grassland[J]. Acta Ecologica Sinica, 2004,24(6):1101-1110. ] [ Zhao T Q, Ouyang Z Y, Jia L Q, et al. Ecosystem services and their valuation of China grassland[J]. Acta Ecologica Sinica, 2004,24(6):1101-1110. ]

    [4] [4] 刘兴元, 龙瑞军, 尚占环. 草地生态系统服务功能及其价值评估方法研究[J]. 草业学报, 2011,20(1):167-174. [ LiuX Y, LongR J, ShangZ H. Ecosystem services and their valuation of China grassland[J]. Acta Prataculturae Sinica, 2011,20(1):167-174. ] [ Liu X Y, Long R J, Shang Z H. Ecosystem services and their valuation of China grassland[J]. Acta Prataculturae Sinica, 2011,20(1):167-174. ]

    [5] ZhouH K, ZhaoX Q, TangY H et al. Alpine grassland degradation and its control in the source region of Yangtze and Yellow Rivers, China[J]. Grassland Science, 51, 191-203(2005).

    [6] [6] 刘建红, 黄鑫, 何旭洋, 等. 基于MODIS的青海草原产草量及载畜平衡估算[J]. 草业科学, 2018,35(10):228-237. [ LiuJ H, HuangX, HeX Y, et al. Estimation of grassland yield and carrying capacity in Qinghai Province based on MODIS data[J]. Pratacultural Science, 2018,35(10):228-237. ] [ Liu J H, Huang X, He X Y, et al. Estimation of grassland yield and carrying capacity in Qinghai Province based on MODIS data[J]. Pratacultural Science, 2018,35(10):228-237. ]

    [7] LiG, WangJ L, WangY J et al. Spatial and temporal variations in grassland production from 2006 to 2015 in Mongolia along the China-Mongolia Railway[J]. Sustainability, 11, 2177(2019).

    [9] [9] 朱会义, 刘述林, 贾绍凤. 自然地理要素空间插值的几个问题[J]. 地理研究, 2004,23(4):425-432. [ ZhuH Y, LiuS L, JiaS F. Problems of the spatial interpolation of physical geographical elements[J]. Geographical Research, 2004,23(4):425-432. ] [ Zhu H Y, Liu S L, Jia S F. Problems of the spatial interpolation of physical geographical elements[J]. Geographical Research, 2004,23(4):425-432. ]

    [10] [10] 林忠辉, 莫兴国, 李宏轩, 等. 中国陆地区域气象要素的空间插值[J]. 地理学报, 2002,57(1):47-56. [ LinZ H, MoX G, LiH X, et al. Comparison of three spatial interpolation methods for climate variables in China[J]. Acta Geographica Sinica, 2002,57(1):47-56. ] [ Lin Z H, Mo X G, Li H X, et al. Comparison of three spatial interpolation methods for climate variables in China[J]. Acta Geographica Sinica, 2002,57(1):47-56. ]

    [11] [11] 崔晓临, 程贇, 张露, 等. 基于DEM修正的MODIS地表温度产品空间插值[J]. 地球信息科学学报, 2018,20(12):1768-1776. [ CuiX L, ChengY, ZhangL, et al. Spatial interpolation of MODIS land surface temperature products based on DEM correction[J]. Journal of Geo-information Science, 2018,20(12):1768-1776. ] [ Cui X L, Cheng Y, Zhang L, et al. Spatial interpolation of MODIS land surface temperature products based on DEM correction[J]. Journal of Geo-information Science, 2018,20(12):1768-1776. ]

    [12] [12] 耿融, 赵康, 伍红玲. 基于GIS的土地利用程度Krining空间插值方法研究[J]. 科技创新与应用, 2014(25):65-66. [ GengR, ZhaoK, WuH L. Research on Krining spatial interpolation method of land use degree based on GIS[J]. Technology Innovation and Application, 2014(25):65-66. ] [ Geng R, Zhao K, Wu H L. Research on Krining spatial interpolation method of land use degree based on GIS[J]. Technology Innovation and Application, 2014(25):65-66. ]

    [13] [13] 朱芮芮, 李兰, 王浩, 等. 降水量的空间变异性和空间插值方法的比较研究[J]. 中国农村水利水电, 2004(7):25-28. [ ZhuR R, LiL, WangH, et al. Comparative study on the spatial variability of rainfall and its spatial interpolation methods[J]. China Rural Water and Hydropower, 2004(7):25-28. ] [ Zhu R R, Li L, Wang H, et al. Comparative study on the spatial variability of rainfall and its spatial interpolation methods[J]. China Rural Water and Hydropower, 2004(7):25-28. ]

    [14] [14] 黎阳, 张晶, 李刚勇. 新疆天然草原鲜草产量空间插值制图应用[J]. 草食家畜, 2016(4):50-53. [ LiY, ZhangJ, LiG Y. Comparison of spatial interpolation mapping methods for natural grassland biomass in Xinjiang[J]. Grass-feeding Livestock, 2016(4):50-53. ] [ Li Y, Zhang J, Li G Y. Comparison of spatial interpolation mapping methods for natural grassland biomass in Xinjiang[J]. Grass-feeding Livestock, 2016(4):50-53. ]

    [15] [15] 李冬, 汪传建, 王伟强, 等. 基于采样的草地生物量估算空间插值方法比较研究[J]. 江苏农业科学, 2019,47(2):206-210. [ LiD, WangC J, WangW Q, et al. Comparative study on spatial interpolation methods of grassland biomass based on sampling[J]. Jiangsu Agricultural Sciences, 2019,47(2):206-210. ] [ Li D, Wang C J, Wang W Q, et al. Comparative study on spatial interpolation methods of grassland biomass based on sampling[J]. Jiangsu Agricultural Sciences, 2019,47(2):206-210. ]

    [16] WangJ F, ReisB Y, HuM G et al. Area disease estimation based on sentinel hospital records[J]. PLoS ONE, 6, e23428(2011).

    [17] XuC D, WangJ F, HuM G et al. Interpolation of missing temperature data at meteorological stations using P-BSHADE[J]. Journal of Climate, 26, 7452-7463(2013).

    [21] WangJ F, ChristakosG, HuM G. Modeling spatial means of surfaces with stratified nonhomogeneity[J]. IEEE Transactions on Geoscience and Remote Sensing, 47, 4167-4174(2009).

    [22] WangJ F, RobertH, CaoZ D. Sample surveying to estimate the mean of a heterogeneous surface: Reducing the error variance through zoning[J]. International Journal of Geographical Information Science, 24, 523-543(2010).

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    Yanjie WANG, Juanle WANG, Haishuo WEI, Ochir ALTANSUKH, Davaasuren DAVAADORJ, Chonokhuu SONOMDAGVA. Study on Estimation Method of Mongolia Grassland Production based on Sparse Samples[J]. Journal of Geo-information Science, 2020, 22(9): 1814

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    Paper Information

    Received: Nov. 9, 2019

    Accepted: --

    Published Online: Apr. 23, 2021

    The Author Email: WANG Juanle (wangjl@igsnrr.ac.cn)

    DOI:10.12082/dqxxkx.2020.190675

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