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A lightweight ensemble spatiotemporal interpolation model for geospatial data 期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2020, 页码: 24
Authors:  Cheng, Shifen;  Peng, Peng;  Lu, Feng
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Spatiotemporal interpolation  spatiotemporal dependence  lightweight ensemble  extreme learning machine  
An Assessment of Using Remote Sensing-Based Models to Estimate Ground Surface Soil Heat Flux on the Tibetan Plateau during the Freeze-Thaw Process 期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 3, 页码: 24
Authors:  Yang, Cheng;  Wu, Tonghua;  Yao, Jimin;  Li, Ren;  Xie, Changwei;  Hu, Guojie;  Zhu, Xiaofan;  Zhang, Yinghui;  Ni, Jie;  Hao, Junming;  Li, Xiangfei;  Ma, Wensi;  Wen, Amin
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ground surface soil heat flux  Tibetan plateau  the freezing-thawing process  remote sensing-based models  
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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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  
Spatiotemporal changes in the bud-burst date of herbaceous plants in Inner Mongolia grassland 期刊论文
JOURNAL OF GEOGRAPHICAL SCIENCES, 2019, 卷号: 29, 期号: 12, 页码: 2122-2138
Authors:  Tao, Zexing;  Dai, Junhu;  Wang, Huanjiong;  Huang, Wenjie;  Ge, Quansheng
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phenological model  herbaceous plants  soil moisture  precipitation  spatiotemporal pattern  Inner Mongolia  
Multi-factor identification and modelling analyses for managing large river algal blooms 期刊论文
ENVIRONMENTAL POLLUTION, 2019, 卷号: 254, 页码: 11
Authors:  Xia, Rui;  Zhang, Yuan;  Wang, Gangsheng;  Zhang, Yongyong;  Dou, Ming;  Hou, Xikang;  Qiao, Yunfeng;  Wang, Qiang;  Yang, Zhongwen
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Cause analysis  Multifactor influence  Modelling research  River algal bloom  Water project  
Indoor Location Prediction Method for Shopping Malls Based on Location Sequence Similarity 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2019, 卷号: 8, 期号: 11, 页码: 18
Authors:  Wang, Peixiao;  Wu, Sheng;  Zhang, Hengcai;  Lu, Feng
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indoor location prediction  sequence similarity  similar user clustering  indoor movement trajectory  
Changes in area and number of nature reserves in China 期刊论文
CONSERVATION BIOLOGY, 2019, 卷号: 33, 期号: 5, 页码: 1066-1075
Authors:  Ma, Zhijun;  Chen, Ying;  Melville, David S.;  Fan, Jun;  Liu, Jianguo;  Dong, Jinwei;  Tan, Kun;  Cheng, Xuefei;  Fuller, Richard A.;  Xiao, Xiangming;  Li, Bo
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boundary adjustment  conservation outcome  degazettement  downsizing  protected area  tidal wetlands  Yellow Sea  ajuste de limites  area protegida  cambio de registro  humedales mareales  Mar Amarillo  reduccion  resultado de la conservacion  (sic)(sic)(sic)  (sic)(sic)(sic)(sic)  (sic)(sic)(sic)  (sic)(sic)  (sic)(sic)(sic)(sic)(sic)  (sic)(sic)    
Multi-task and multi-view learning based on particle swarm optimization for short-term traffic forecasting 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2019, 卷号: 180, 页码: 116-132
Authors:  Cheng, Shifen;  Lu, Feng;  Peng, Peng;  Wu, Sheng
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Multi-view learning  Multi-task learning  Particle swarm optimization  Spatiotemporal dependency  Spatiotemporal heterogeneity  Task relationship learning  
From Manual to Intelligent: A Review of Input Data Preparation Methods for Geographic Modeling 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2019, 卷号: 8, 期号: 9, 页码: 16
Authors:  Hou, Zhi-Wei;  Qin, Cheng-Zhi;  Zhu, A-Xing;  Liang, Peng;  Wang, Yi-Jie;  Zhu, Yun-Qiang
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geographic modeling  input data preparation  intelligent geoprocessing  service composition