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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
Favorite  |  View/Download:5/0  |  Submit date:2019/09/24
Multi-view learning  Multi-task learning  Particle swarm optimization  Spatiotemporal dependency  Spatiotemporal heterogeneity  Task relationship learning  
Remote Sensing-Guided Sampling Design with Both Good Spatial Coverage and Feature Space Coverage for Accurate Farm Field-Level Soil Mapping 期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 16, 页码: 18
Authors:  Wang, Yongji;  Jiang, Lili;  Qi, Qingwen;  Liu, Ying;  Wang, Jun
Favorite  |  View/Download:0/0  |  Submit date:2020/03/23
soil sampling  spatial coverage  feature coverage  farm field-level soil mapping  super-grid  limited sample size  
An Improved Multi-temporal and Multi-feature Tea Plantation Identification Method Using Sentinel-2 Imagery 期刊论文
SENSORS, 2019, 卷号: 19, 期号: 9, 页码: 16
Authors:  Zhu, Jun;  Pan, Ziwu;  Wang, Hang;  Huang, Peijie;  Sun, Jiulin;  Qin, Fen;  Liu, Zhenzhen
Favorite  |  View/Download:2/0  |  Submit date:2019/09/24
remote sensing  Sentinel-2  tea plantation identification  Random Forest algorithm  feature selection  China  
A spatial heterogeneity-based rough set extension for spatial data 期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2019, 卷号: 33, 期号: 2, 页码: 240-268
Authors:  Bai, Hexiang;  Li, Deyu;  Ge, Yong;  Wang, Jinfeng
Favorite  |  View/Download:12/0  |  Submit date:2019/05/23
Rough set model  spatial information table  spatial heterogeneity  spatial autocorrelation  feature selection  
Desertification Information Extraction Based on Feature Space Combinations on the Mongolian Plateau 期刊论文
REMOTE SENSING, 2018, 卷号: 10, 期号: 10, 页码: 17
Authors:  Wei, Haishuo;  Wang, Juanle;  Cheng, Kai;  Li, Ge;  Ochir, Altansukh;  Davaasuren, Davaadorj;  Chonokhuu, Sonomdagva
Favorite  |  View/Download:3/0  |  Submit date:2019/05/23
desertification  feature space  Albedo-NDVI  Albedo-MSAVI  Albedo-TGSI  Mongolia  
Early-season crop mapping using improved artificial immune network (IAIN) and Sentinel data 期刊论文
PEERJ, 2018, 卷号: 6, 页码: 30
Authors:  Hao, Pengyu;  Tang, Huajun;  Chen, Zhongxin;  Liu, Zhengjia
Favorite  |  View/Download:9/0  |  Submit date:2019/05/23
Classification  Cotton  Maize  Early-season  Wheat  Hengshui  Sentinel  Image time series  Improved artificial immune network  
Livelihood Assets and Strategies among Rural Households: Comparative Analysis of Rice and Dryland Terrace Systems in China 期刊论文
SUSTAINABILITY, 2018, 卷号: 10, 期号: 7, 页码: 18
Authors:  Yang, Lun;  Liu, Moucheng;  Lun, Fei;  Min, Qingwen;  Zhang, Canqiang;  Li, Heyao
Favorite  |  View/Download:7/0  |  Submit date:2019/05/23
agricultural heritage systems  terrace systems  sustainable development  livelihood strategies  livelihood assets  
Using Monte Carlo Simulation to Improve the Performance of Semivariograms for Choosing the Remote Sensing Imagery Resolution for Natural Resource Surveys: Case Study on Three Counties in East, Central, and West China 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2018, 卷号: 7, 期号: 1, 页码: 20
Authors:  Wang, Juanle;  Zhu, Junxiang;  Han, Xuehua
Favorite  |  View/Download:5/0  |  Submit date:2019/05/30
optimal resolution  Monte Carlo simulation  semivariogram  natural resource survey  remotely sensed image interpretation  
Feature Selection Solution with High Dimensionality and Low-Sample Size for Land Cover Classification in Object-Based Image Analysis 期刊论文
REMOTE SENSING, 2017, 卷号: 9, 期号: 9, 页码: 16
Authors:  Huang, Yaohuan;  Zhao, Chuanpeng;  Yang, Haijun;  Song, Xiaoyang;  Chen, Jie;  Li, Zhonghua
Favorite  |  View/Download:1/0  |  Submit date:2019/09/25
feature selection  generalized partial least squares regression  small samples  land cover  OBIA  
京津冀城市群城市不透水地表遥感制图与时空特征分析 学位论文
硕士, 北京: 中国科学院研究生院, 2017
Authors:  杨天荣
Adobe PDF(4958Kb)  |  Favorite  |  View/Download:423/81  |  Submit date:2017/10/19