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Effectiveness of machine learning methods for water segmentation with ROI as the label: A case study of the Tuul River in Mongolia 期刊论文
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2021, 卷号: 103, 页码: 11
Authors:  Li, Kai;  Wang, Juanle;  Yao, Jinyi
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Water Segmentation  Pixel-based CNN  ROI  U-net  Mongolia  
Method for modelling ecological competition based on Pareto optimality: A case study of coastal wetlands in Jiangsu Province, China 期刊论文
ECOLOGICAL INDICATORS, 2021, 卷号: 129, 页码: 11
Authors:  Li, Lijuan;  Li, Guosheng;  Cui, Linlin;  He, Lei;  Chen, Yanhui
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Ecological competition  Ecosystem services value  Pareto optimality  Coastal area of Jiangsu  
Object-Based Area-to-Point Regression Kriging for Pansharpening 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 卷号: 59, 期号: 10, 页码: 8599-8614
Authors:  Zhang, Yihang;  Atkinson, Peter M.;  Ling, Feng;  Foody, Giles M.;  Wang, Qunming;  Ge, Yong;  Li, Xiaodong;  Du, Yun
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Downscaling  geostatistics  image fusion  object-based  pansharpening  segmentation  
Remote Sensing Image Classification with a Graph-Based Pre-Trained Neighborhood Spatial Relationship 期刊论文
SENSORS, 2021, 卷号: 21, 期号: 16, 页码: 28
Authors:  Guan, Xudong;  Huang, Chong;  Yang, Juan;  Li, Ainong
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remote sensing  image classification  SVM (Support Vector Machine)  knowledge graph  object-based image analysis  fuzzy classification  graph theory  
The Transition Mechanism and Revitalization Path of Rural Industrial Land from a Spatial Governance Perspective: The Case of Shunde District, China 期刊论文
LAND, 2021, 卷号: 10, 期号: 7, 页码: 19
Authors:  Zhang, Lianma;  Ge, Dazhuan;  Sun, Pan;  Sun, Dongqi
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rural industrial land  rural spatial governance  land-use transition  rural revitalization  
Mapping Panax Notoginseng Plantations by Using an Integrated Pixel- and Object-Based (IPOB) Approach and ZY-3 Imagery 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 11, 页码: 22
Authors:  Yang, Zhiqi;  Dong, Jinwei;  Kou, Weili;  Qin, Yuanwei;  Xiao, Xiangming
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Random Forest  integrated pixel- and object-based (IPOB) approach  feature selection  segmentation  Panax notoginseng  
Urban forest monitoring based on multiple features at the single tree scale by UAV 期刊论文
URBAN FORESTRY & URBAN GREENING, 2021, 卷号: 58, 页码: 10
Authors:  Wang, Xiaofeng;  Wang, Yi;  Zhou, Chaowei;  Yin, Lichang;  Feng, Xiaoming
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Aerial photogrammetry  Multiple features  Random forest classification  Single tree segmentation  Tree height  UAV  
Sparse reconstruction with spatial structures to automatically determine neighbors 期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2021, 页码: 23
Authors:  Yu, Wenhao;  Zhang, Yifan;  Chen, Zhanlong;  Ai, Tinghua
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Spatial database  spatial data mining  sparse coding  spatial inference  
Integrating MODIS and Landsat Data for Land Cover Classification by Multilevel Decision Rule 期刊论文
LAND, 2021, 卷号: 10, 期号: 2, 页码: 18
Authors:  Guan, Xudong;  Huang, Chong;  Zhang, Rui
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image classification  decision fusion  multi-temporal  remote sensing  
A Fine-Scale Mangrove Map of China Derived from 2-Meter Resolution Satellite Observations and Field Data 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2021, 卷号: 10, 期号: 2, 页码: 18
Authors:  Zhang, Tao;  Hu, Shanshan;  He, Yun;  You, Shucheng;  Yang, Xiaomei;  Gan, Yuhang;  Liu, Aixia
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mangrove China  high resolution  remote sensing  Gaofen-1  Ziyuan-3  object-based image analysis