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Evaluation of conditioned Latin hypercube sampling for soil mapping based on a machine learning method 期刊论文
GEODERMA, 2020, 卷号: 369, 页码: 15
Authors:  Yang, Lin;  Li, Xinming;  Shi, Jingjing;  Shen, Feixue;  Qi, Feng;  Gao, Binbo;  Chen, Ziyue;  Zhu, A-Xing;  Zhou, Chenghu
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Conditioned Latin hypercube sampling  Soil mapping  Representativeness  Sample randomness  
Estimating Ecosystem Respiration in the Grasslands of Northern China Using Machine Learning: Model Evaluation and Comparison 期刊论文
SUSTAINABILITY, 2020, 卷号: 12, 期号: 5, 页码: 17
Authors:  Zhu, Xiaobo;  He, Honglin;  Ma, Mingguo;  Ren, Xiaoli;  Zhang, Li;  Zhang, Fawei;  Li, Yingnian;  Shi, Peili;  Chen, Shiping;  Wang, Yanfen;  Xin, Xiaoping;  Ma, Yaoming;  Zhang, Yu;  Du, Mingyuan;  Ge, Rong;  Zeng, Na;  Li, Pan;  Niu, Zhongen;  Zhang, Liyun;  Lv, Yan;  Song, Zengjing;  Gu, Qing
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ecosystem respiration  machine learning  deep learning  grasslands  northern China  
Improving prediction of soil organic carbon content in croplands using phenological parameters extracted from NDVI time series data 期刊论文
SOIL & TILLAGE RESEARCH, 2020, 卷号: 196, 页码: 13
Authors:  Yang, Lin;  He, Xianglin;  Shen, Feixue;  Zhou, Chenghu;  Zhu, A-Xing;  Gao, Bingbo;  Chen, Ziyue;  Li, Manchun
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Soil organic carbon  Digital soil mapping  Phenological parameters  NDVI time series  Crop rotation  
Using chemical fractionation and speciation to describe uptake of technetium, iodine and selenium by Agrostis capillaris and Lolium perenne 期刊论文
JOURNAL OF ENVIRONMENTAL RADIOACTIVITY, 2020, 卷号: 212, 页码: 11
Authors:  Wang, J.;  Bailey, E. H.;  Sanders, H. K.;  Izquierdo, M.;  Crout, N. M. J.;  Shaw, G.;  Yang, L.;  Li, H.;  Wei, B.;  Young, S. D.
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Selenium  Technetium  Iodine  Bioavailability  Enriched stable isotope  Soil-to-plant transfer  
Overestimating Impacts of Urbanization on Regional Temperatures in Developing Megacity: Beijing as an Example (vol 2019, 3985715, 2019) 期刊论文
ADVANCES IN METEOROLOGY, 2020, 卷号: 2020, 页码: 2
Authors:  Cao, Wei;  Huang, Lin;  Liu, Lulu;  Zhai, Jun;  Wu, Dan
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A graded proportion method of training sample selection for updating conventional soil maps 期刊论文
GEODERMA, 2020, 卷号: 357, 页码: 9
Authors:  Liu, Xueqi;  Zhu, A-Xing;  Yang, Lin;  Pei, Tao;  Liu, Junzhi;  Zeng, Canying;  Wang, Desheng
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Training sample selection method  Data mining model  Update conventional soil map  Soil-environmental relationships  
An increasing trend in the ratio of transpiration to total terrestrial evapotranspiration in China from 1982 to 2015 caused by greening and warming 期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2019, 卷号: 279, 页码: 12
Authors:  Niu, Zhongen;  He, Honglin;  Zhu, Gaofeng;  Ren, Xiaoli;  Zhang, Li;  Zhang, Kun;  Yu, Guirui;  Ge, Rong;  Li, Pan;  Zeng, Na;  Zhu, Xiaobo
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Transpiration to total terrestrial evapotranspiration ratio (T/ET)  Greening  Climate warming  Model-data fusion  PT-JPL model  Terrestrial ecosystem of China  
Predictive mapping with small field sample data using semi-supervised machine learning 期刊论文
TRANSACTIONS IN GIS, 2019, 页码: 17
Authors:  Du, Fei;  Zhu, A-Xing;  Liu, Jing;  Yang, Lin
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Dynamic response of water retention to grazing activity on grassland over the Three River Headwaters region 期刊论文
AGRICULTURE ECOSYSTEMS & ENVIRONMENT, 2019, 卷号: 286, 页码: 12
Authors:  Wang, Suizi;  Fan, Jiangwen;  Li, Yuzhe;  Wu, Dan;  Zhang, Yaxian;  Huang, Lin
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Ecosystem service  Grasslandtype  Grazing pressure  Seasonal grazing utilization  
The Impacts of Human Activities on Ecosystems within China's Nature Reserves 期刊论文
SUSTAINABILITY, 2019, 卷号: 11, 期号: 23, 页码: 17
Authors:  Zhu, Ping;  Cao, Wei;  Huang, Lin;  Xiao, Tong;  Zhai, Jun
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national nature reserves  human activities  land cover changes  nighttime light  vegetation fraction  net primary productivity  China