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Liu, X.Q., Zhu, A.X., Yang, L.*, Pei, T., Liu, J.Z., Zeng, C.Y., Wang, D.S. AgradedproportionmethodoftrainingsampleselectionforupdatingconventionalsoilmapsGeoderma2020, 357, 113939. //doi.org/10.1016/j.geoderma.2019.113939.

Chen, Z.Y., Li, R.Y., Chen, D.L., Zhuang, Y., Gao, B.B., Yang, L.*, Li, M.C.* Understanding the causal influence of major meteorological factors on ground ozone concentrations across China. Journal of Cleaner Production, 2020, 242: 118498. //doi.org/10.1016/j.jclepro.2019.118498.

Yang, L., Song,M., Zhu, A.X., Qin, C.Z., Zhou, C.H., Qi, F., Li, X.M., Chen, Z.Y.*Gao, B.B. Predicting soil organic carbon content in croplands using crop rotation and Fourier transform decomposed variables.Geoderma2019, 340289-302.

Shi. J.J.,YangL.*,Zhu, A.X., Qin, C.Z., Liang, P., Zeng, C.Y., Pei, T. Machine-Learning variables atdifferent scales vs. knowledge-based variables formapping multiple soil properties, Soil Science Society of America Journal, 2018,82(3): 645-656.

Yang, L.Brus, D.J. *Zhu, A.X., Li, X.M., Shi, J.J. Accounting for access costs in validation of soil maps: a comparison of design-based sampling strategiesGeoderma. 2018, 315: 160–169.

An, Y.M., YangL. *, Zhu, A.X., Qin, C.Z., Shi, J.J. Identification of representative samples from existing samples for digital soil mapping.Geoderma. 2018311: 109-119.

Zeng, C.Y., Yang, L.*, Zhu, A.X.*Construction of membership functions for soil mapping using partial dependence of soil on environmental covariates calculated by random forest. Soil Science Society of America Journal,2017,81(2):341-353.

Yang, L., Zhu, A.X.*, ZhaoY.G., Li, D.C., Zhang, G.L., Zhang, S.J., Band, L.ERegional soil mapping using multi-grade representative sampling and a fuzzy membership based mapping approachPedosphere, 2017, 27(2): 344-357.

Yang, L., Qi, F.,Zhu, A.X.*,Shi, J.J., An, Y.M. Evaluation of Integrative Hierarchical Stepwise Sampling for Digital Soil Mapping.Soil Science Society of America Journal, 2016, 80(3): 637-651.

Zeng, C.Y., Yang, L.*, Zhu, A.X., RossiterD.G., Liu, J., Qin, C.Z., Wang, D.S. Mapping soil organic matter concentration at different scales using a mixed geographically weighted regression method. Geoderma, 2016,281: 69-82

Yang, L., Huang, C.*Liu, G.H., Liu, J., Zhu, A.X. Mapping soil salinity using a similarity-based prediction approach: a case study in Huanghe River Delta, ChinaChinese Geographical Science, 2015, 25(3): 283-294.

Wen, W., Wang, Y.F.*YangL.*Liang, D.Chen, L.D., Liu, J., Zhu, A.X. Mapping soil organic carbon using auxiliary environmental covariates in a typicalwatershed in the Loess Plateau of China: a comparative study based on three krigingmethods and a soil land inference model (SoLIM).Environmental Earth Sciences, 2015, 73(1):239-251.

Yang, L., Zhu, A.X.*, Qi, F., Qin, C.Z., Li, B.L., Pei, T. An integrative hierarchical stepwise sampling strategy and its application in digital soil mapping. International Journal of Geographical Information Science, 2013, 27(1): 1-23.

Yang, L., Jiao, Y., Fahmy, S., Zhu, A.X.*, Hann, S., Burt, J.E., Qi, F. Updating Conventional Soil Maps through Digital Soil Mapping. Soil Science Society of America Journal2011, 75(3): 1044-1053. 

Zhu, A.X., Yang, L.*, Li, B.L., Qin, C.Z., Pei, T., Liu, B.Y. Construction of membership functions for predictive soil mapping under fuzzy logic, Geoderma, 2010, 155(3-4): 164-174. 

李安琪杨琳*,蔡言颜,张磊,黄海莉,吴琪,王雯琪.基于递归特征消除-随机森林模型的江浙沪农田土壤肥力属性制图.地理科学. 2024.

朱阿兴,杨琳*,樊乃卿,曾灿英,张甘霖数字土壤制图研究综述与展望.地理科学进展, 2018, 37(1): 66-78

史静静杨琳*曾灿英朱阿兴秦承志梁朋土壤制图中多目标属性的环境因子及其尺度选择 ――以黑龙江鹤山农场为例.地理研究, 2018, 37 (3): 635-646.

张磊,朱阿兴,杨琳*,秦承志,刘雪琦基于分融策略的土壤采样设计方法.土壤学报, 2017, 54(5): 1079-1090

宋敏,杨琳*,朱阿兴,秦承志轮作模式在农耕区土壤有机质推测制图中的应用土壤通报, 2017, 48(4): 778-785.

缪亚敏朱阿兴杨琳*滑坡危险度制图精度评价指标的有效性研究.自然灾害学报,2017,26(2): 115-122.

刘雪琦朱阿兴杨琳*缪亚敏曾灿英土壤图更新中基于土壤类型面积分级的训练样点选择方法.土壤学报,2017,54(1):36-47.

缪亚敏朱阿兴杨琳*白世彪曾灿英滑坡危险度制图中一种新型的负样本采样方法.地理与地理信息科学,2016,32(4): 61-67+127.

朱阿兴*张淑杰安艺明土壤制图中多等级代表性采样与分层随机采样的对比研究土壤学报, 2015, 52(1): 28-37.

朱阿兴秦承志李宝林裴韬一种基于样点代表性等级的土壤采样设计方法土壤学报, 2011, 48(5): 938-946.

, Fahmy Sherif, Jiao You, Hann Sheldon, 朱阿兴秦承志徐志刚基于土壤-环境关系知识提取的传统土壤图更新研究土壤学报. 2010, 47(6): 11-21.

朱阿兴秦承志李宝林裴韬邱维理徐志刚基于典型点的目的性采样设计方法及其在土壤制图中的应用地理科学进展. 2010, 29(3): 279-286.

朱阿兴秦承志李宝林裴 韬刘宝元运用模糊隶属度进行土壤属性制图的研究——以黑龙江鹤山农场研究区为例土壤学报, 2009, 46(1): 9-15. 

朱阿兴李宝林秦承志裴 韬刘宝元李润奎蔡强国应用模糊c均值聚类获取土壤制图所需土壤-环境关系知识的方法研究土壤学报, 2007, 44 (5): 784-791. 




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