IGSNRR OpenIR

Browse/Search Results:  1-5 of 5 Help

Selected(0)Clear Items/Page:    Sort:
A self-training semi-supervised machine learning method for predictive mapping of soil classes with limited sample data 期刊论文
GEODERMA, 2021, 卷号: 384, 页码: 10
Authors:  Zhang, Lei;  Yang, Lin;  Ma, Tianwu;  Shen, Feixue;  Cai, Yanyan;  Zhou, Chenghu
Favorite  |  View/Download:10/0  |  Submit date:2021/03/15
Digital soil sampling  Machine learning  Semi-supervised learning  Self-training  Predictive mapping  
Quantifying influences of natural and anthropogenic factors on vegetation changes using structural equation modeling: A case study in Jiangsu Province, China 期刊论文
JOURNAL OF CLEANER PRODUCTION, 2021, 卷号: 280, 页码: 13
Authors:  Yang, Lin;  Shen, Feixue;  Zhang, Lei;  Cai, Yanyan;  Yi, Fangxin;  Zhou, Chenghu
Favorite  |  View/Download:5/0  |  Submit date:2021/03/15
NDVI change  Human activities  Driving factors  Climate change  Urbanization  
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
Favorite  |  View/Download:38/0  |  Submit date:2020/05/19
Conditioned Latin hypercube sampling  Soil mapping  Representativeness  Sample randomness  
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
Favorite  |  View/Download:13/0  |  Submit date:2020/05/19
Soil organic carbon  Digital soil mapping  Phenological parameters  NDVI time series  Crop rotation  
Spatially explicit assessment on urban vitality: Case studies in Chicago and Wuhan 期刊论文
SUSTAINABLE CITIES AND SOCIETY, 2018, 卷号: 40, 页码: 296-306
Authors:  Zeng, Chen;  Song, Yan;  He, Qingsong;  Shen, Feixue
Favorite  |  View/Download:15/0  |  Submit date:2019/05/23
Urban vitality  Assessment  Big data  Chicago  Wuhan