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Predicting multiple land use transitions under rapid urbanization and implications for land management and urban planning: The case of Zhanggong District in central China 期刊论文
HABITAT INTERNATIONAL, 2018, 卷号: 82, 页码: 48-61
Authors:  Wang, Lingzhi;  Pijanowski, Bryan;  Yang, Weishi;  Zhai, Ruixue;  Omrani, Hichem;  Li, Ke
Favorite  |  View/Download:10/0  |  Submit date:2019/05/23
Multiple land use transitions  Urbanization  Artificial neural networks  Land use management  Urban planning  China  
A Deep Convolution Neural Network Method for Land Cover Mapping: A Case Study of Qinhuangdao, China 期刊论文
REMOTE SENSING, 2018, 卷号: 10, 期号: 12, 页码: 16
Authors:  Hu, Yunfeng;  Zhang, Qianli;  Zhang, Yunzhi;  Yan, Huimin
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land cover/land use  image classification  automatic mapping  accuracy evaluation  methods comparison  Landsat OLI imagery  
Extraction of Urban Waterlogging Depth from Video Images Using Transfer Learning 期刊论文
WATER, 2018, 卷号: 10, 期号: 10, 页码: 11
Authors:  Jiang, Jingchao;  Liu, Junzhi;  Qin, Cheng-Zhi;  Wang, Dongliang
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urban waterlogging depth  video image  transfer learning  lasso regression  
Reconstruction of terrestrial water storage anomalies in Northwest China during 1948-2002 using GRACE and GLDAS products 期刊论文
HYDROLOGY RESEARCH, 2018, 卷号: 49, 期号: 5, 页码: 1594-1607
Authors:  Yang, Peng;  Xia, Jun;  Zhan, Chesheng;  Wang, Tiejun
Favorite  |  View/Download:10/0  |  Submit date:2019/05/23
GRACE  Northwest China  reconstruction  SST  terrestrial water storage anomalies  
Estimating Saturated Hydraulic Conductivity along a South-North Transect in the Loess Plateau of China 期刊论文
SOIL SCIENCE SOCIETY OF AMERICA JOURNAL, 2018, 卷号: 82, 期号: 5, 页码: 1033-1045
Authors:  Yang, Yang;  Jia, Xiaoxu;  Wendroth, Ole;  Liu, Baoyuan
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A comparative study of an expert knowledge-based model and two data-driven models for landslide susceptibility mapping 期刊论文
CATENA, 2018, 卷号: 166, 页码: 317-327
Authors:  Zhu, A-Xing;  Miao, Yamin;  Wang, Rongxun;  Zhu, Tongxin;  Deng, Yongcui;  Liu, Junzhi;  Yang, Lin;  Qin, Cheng-Zhi;  Hong, Haoyuan
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Data-driven models  Expert knowledge-based model  Landslide susceptibility  GIS  Logistic regression  Artificial neural network  
Extraction of Urban Water Bodies from High-Resolution Remote-Sensing Imagery Using Deep Learning 期刊论文
WATER, 2018, 卷号: 10, 期号: 5, 页码: 20
Authors:  Chen, Yang;  Fan, Rongshuang;  Yang, Xiucheng;  Wang, Jingxue;  Latif, Aamir
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deep learning  convolutional neural networks  superpixel  urban water bodies  high-resolution remote-sensing images  
Mapping hourly dynamics of urban population using trajectories reconstructed from mobile phone records 期刊论文
TRANSACTIONS IN GIS, 2018, 卷号: 22, 期号: 2, 页码: 494-513
Authors:  Liu, Zhang;  Ma, Ting;  Du, Yunyan;  Pei, Tao;  Yi, Jiawei;  Peng, Hui
Favorite  |  View/Download:3/0  |  Submit date:2019/05/30
Similarity Measurement of Metadata of Geospatial Data: An Artificial Neural Network Approach 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2018, 卷号: 7, 期号: 3, 页码: 19
Authors:  Chen, Zugang;  Song, Jia;  Yang, Yaping
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artificial neural networks  geospatial data  similarity  metadata  intrinsic characteristics  combination  
Improving global terrestrial evapotranspiration estimation using support vector machine by integrating three process-based algorithms 期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2017, 卷号: 242, 页码: 55-74
Authors:  Yao, Yunjun;  Liang, Shunlin;  Li, Xianglan;  Chen, Jiquan;  Liu, Shaomin;  Jia, Kun;  Zhang, Xiaotong;  Xiao, Zhiqiang;  Fisher, Joshua B.;  Mu, Qiaozhen;  Pan, Ming;  Liu, Meng;  Cheng, Jie;  Jiang, Bo;  Xie, Xianhong;  Gruenwald, Thomas;  Bernhofer, Christian;  Roupsard, Olivier
Favorite  |  View/Download:1/0  |  Submit date:2019/09/25
Terrestrial evapotranspiration  Machine learning methods  Bayesian model averaging method  Plant functional type