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Multi-objective trajectory optimization in planning for sequential activities across space and through time 期刊论文
ENVIRONMENT AND PLANNING B-URBAN ANALYTICS AND CITY SCIENCE, 2020, 页码: 19
Authors:  Feng, Xin;  Wang, Shaohua;  Murray, Alan T.;  Cao, Yuanpei;  Gao, Song
Favorite  |  View/Download:5/0  |  Submit date:2020/05/19
Route planning  network analysis  sequential spatial optimization  
Estimation of Travel Time Based on Ensemble Method With Multi-Modality Perspective Urban Big Data 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 24819-24828
Authors:  Zou, Zhiqiang;  Yang, Haoyu;  Zhu, A-Xing
Favorite  |  View/Download:7/0  |  Submit date:2020/05/19
Travel time estimation  ensemble method  deep neural network  gradient boosted decision trees  
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  
A similarity-based approach to sampling absence data for landslide susceptibility mapping using data-driven methods 期刊论文
CATENA, 2019, 卷号: 183, 页码: 17
Authors:  Zhu, A-Xing;  Miao, Yamin;  Liu, Junzhi;  Bai, Shibiao;  Zeng, Canying;  Ma, Tianwu;  Hong, Haoyuan
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Landslide absence data  Sampling method  Data-driven methods  Landslide susceptibility mapping, similarity model, data mining and machine learning  
A modular and parallelized watershed modeling framework 期刊论文
ENVIRONMENTAL MODELLING & SOFTWARE, 2019, 卷号: 122, 页码: 16
Authors:  Zhu, Liang-Jun;  Liu, Junzhi;  Qin, Cheng-Zhi;  Zhu, A-Xing
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Watershed modeling framework  Modular  Parallelization  Watershed process simulation  SEIMS  
y An Automatic Annotation Method for Discovering Semantic Information of Geographical Locations from Location-Based Social Networks 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2019, 卷号: 8, 期号: 11, 页码: 18
Authors:  Zou, Zhiqiang;  He, Xu;  Zhu, A-Xing
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location-based social networks  data mining  points of interest  Flickr  points of interest annotation  
A knowledge-based method for the automatic determination of hydrological model structures 期刊论文
JOURNAL OF HYDROINFORMATICS, 2019, 卷号: 21, 期号: 6, 页码: 1163-1178
Authors:  Jiang, Jingchao;  Zhu, A-Xing;  Qin, Cheng-Zhi;  Liu, Junzhi
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hydrological modelling  integrated modelling frameworks  knowledge-based method  modelling knowledge  
A representativeness heuristic for mitigating spatial bias in existing soil samples for digital soil mapping 期刊论文
GEODERMA, 2019, 卷号: 351, 页码: 130-143
Authors:  Zhang, Guiming;  Zhu, A-Xing
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Sample representativeness  Existing soil samples  Spatial bias  Digital soil mapping (DSM)  
Diverse photosynthetic capacity of global ecosystems mapped by satellite chlorophyll fluorescence measurements 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2019, 卷号: 232, 页码: 10
Authors:  He, Liming;  Chen, Jing M.;  Liu, Jane;  Zheng, Ting;  Wang, Rong;  Joiner, Joanna;  Chou, Shuren;  Cheng, Bin;  Liu, Yang;  Liu, Ronggao;  Rogers, Cheryl
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V-cmax  Photosynthetic capacity  Maximum carboxylation rate  Global  Climate change  Chlorophyll fluorescence  Ecosystem  
A representativeness-directed approach to mitigate spatial bias in VGI for the predictive mapping of geographic phenomena 期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2019, 卷号: 33, 期号: 9, 页码: 1873-1893
Authors:  Zhang, Guiming;  Zhu, A-Xing
Favorite  |  View/Download:8/0  |  Submit date:2020/03/23
Volunteered geographic information (VGI)  spatial bias  sample representativeness  predictive mapping  habitat suitability mapping