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Characteristics and prevention mechanisms of artificial slope instability in the Chinese Loess Plateau 期刊论文
CATENA, 2021, 卷号: 207, 页码: 12
Authors:  Zhang, Xuanchang;  Li, Yurui;  Liu, Yansui;  Huang, Yunxin;  Wang, Yongsheng;  Lu, Zhi
Favorite  |  View/Download:15/0  |  Submit date:2021/11/05
Artificial slope instability  Gully Land Consolidation project  Back Propagation Neural Network (BPNN)  Gutun watershed  
Assessment of calibration methods for nitrogen estimation in wet and dry soil samples with different wavelength ranges using near-infrared spectroscopy 期刊论文
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2021, 卷号: 186, 页码: 9
Authors:  Wang, Qinqin;  Zhang, Hao;  Li, Fadong;  Gu, Congke;  Qiao, Yunfeng;  Huang, Siyuan
Favorite  |  View/Download:7/0  |  Submit date:2021/08/19
Soil nitrogen  Partial least squares regression  Back propagation neural network  Successive projections algorithm  
Improving estimation of soil organic matter content by combining Landsat 8 OLI images and environmental data: A case study in the river valley of the southern Qinghai-Tibet Plateau 期刊论文
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2021, 卷号: 185, 页码: 12
Authors:  Yu, Qing;  Yao, Tianci;  Lu, Hongwei;  Feng, Wei;  Xue, Yuxuan;  Liu, Binxiao
Favorite  |  View/Download:7/0  |  Submit date:2021/07/09
Soil organic matter  Environmental factors  Landsat 8 OLI images  Qinghai-Tibet Plateau  Precision agriculture  
Air pollution in Germany: Spatio-temporal variations and their driving factors based on continuous data from 2008 to 2018 期刊论文
ENVIRONMENTAL POLLUTION, 2021, 卷号: 276, 页码: 11
Authors:  Liu, Xiansheng;  Hadiatullah, Hadiatullah;  Tai, Pengfei;  Xu, Yanling;  Zhang, Xun;  Schnelle-Kreis, Juergen;  Schloter-Hai, Brigitte;  Zimmermann, Ralf
Favorite  |  View/Download:60/0  |  Submit date:2021/06/10
Air pollution  Spatio-temporal variation  Gaseous pollutants  Meteorological factors  Natural source contribution  
Integrated phenology and climate in rice yields prediction using machine learning methods 期刊论文
ECOLOGICAL INDICATORS, 2021, 卷号: 120, 页码: 11
Authors:  Guo, Yahui;  Fu, Yongshuo;  Hao, Fanghua;  Zhang, Xuan;  Wu, Wenxiang;  Jin, Xiuliang;  Bryant, Christopher Robin;  Senthilnath, J.
Favorite  |  View/Download:32/0  |  Submit date:2021/03/15
Early mature rice  Machine learning (ML) methods  Multiple linear regression (MLR)  Rice yield prediction  Phenology  
Quantitative Assessment of Natural Disaster Coping Capacity: An Application for Typhoons 期刊论文
SUSTAINABILITY, 2020, 卷号: 12, 期号: 15, 页码: 17
Authors:  Wang, Ting;  Yang, Linsheng;  Wu, Shaohong;  Gao, Jiangbo;  Wei, Binggan
Favorite  |  View/Download:8/0  |  Submit date:2021/03/18
natural disaster  coping capacity  AHP-BP neural network  fuzzy comprehensive evaluation  quantitative estimation  
Comprehensive Evaluation of Using TechDemoSat-1 and CYGNSS Data to Estimate Soil Moisture over Mainland China 期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 11, 页码: 19
Authors:  Yang, Ting;  Wan, Wei;  Sun, Zhigang;  Liu, Baojian;  Li, Sen;  Chen, Xiuwan
Favorite  |  View/Download:2/0  |  Submit date:2021/07/09
soil moisture (SM)  CYGNSS  TDS-1  GNSS-R  mainland China  
Site Selection of Digital Signage in Beijing: A Combination of Machine Learning and an Empirical Approach 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2020, 卷号: 9, 期号: 4, 页码: 20
Authors:  Wang, Yuxue;  Li, Su;  Zhang, Xun;  Jiang, Dong;  Hao, Mengmeng;  Zhou, Rui
Favorite  |  View/Download:6/0  |  Submit date:2021/07/09
digital signage  site selection  multisource information  multiscale analysis  
Retrieving Atmospheric and Land Surface Parameters From At-Sensor Thermal Infrared Hyperspectral Data With Artificial Neural Network 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2019, 卷号: 12, 期号: 7, 页码: 2409-2416
Authors:  Chen, Mengshuo;  Ni, Li;  Jiang, Xiaoguang;  Wu, Hua
Favorite  |  View/Download:14/0  |  Submit date:2020/03/23
Artificial neural network (ANN)  atmospheric transmittance  hyperspectral thermal infrared (TIR)  land surface emissivity (LSE)  land surface temperature (LST)  
Application of the Levenburg-Marquardt back propagation neural network approach for landslide risk assessments 期刊论文
NATURAL HAZARDS AND EARTH SYSTEM SCIENCES, 2019, 卷号: 19, 期号: 3, 页码: 629-653
Authors:  Xiong, Junnan;  Sun, Ming;  Zhang, Hao;  Cheng, Weiming;  Yang, Yinghui;  Sun, Mingyuan;  Cao, Yifan;  Wang, Jiyan
Favorite  |  View/Download:33/0  |  Submit date:2019/05/22