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Integrating remote sensing and geospatial big data for urban land use mapping: A review 期刊论文
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2021, 卷号: 103, 页码: 11
Authors:  Yin, Jiadi;  Dong, Jinwei;  Hamm, Nicholas A. S.;  Li, Zhichao;  Wang, Jianghao;  Xing, Hanfa;  Fu, Ping
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Integration methods  Urban functional zone classification  Urban management  Land use  
A method for land surface temperature retrieval based on model-data-knowledge-driven and deep learning 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2021, 卷号: 265, 页码: 19
Authors:  Wang, Han;  Mao, Kebiao;  Yuan, Zijin;  Shi, Jiancheng;  Cao, Mengmeng;  Qin, Zhihao;  Duan, Sibo;  Tang, Bohui
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Land surface temperature (LST)  Model-data-knowledge-driven  Deep learning  Geophysical logical reasoning  Expert knowledge  
Changes in global climate heterogeneity under the 21st century global warming 期刊论文
ECOLOGICAL INDICATORS, 2021, 卷号: 130, 页码: 9
Authors:  Guan, Yanlong;  Lu, Hongwei;  Jiang, Yelin;  Tian, Peipei;  Qiu, Lihua;  Pellikka, Petri;  Heiskanen, Janne
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Climate diversity  Koppen-Geiger climate classification  Landscape  CMIP5  SHDI  SIDI  
An integrated index based on climatic constraints and soil quality to simulate vegetation productivity patterns 期刊论文
ECOLOGICAL INDICATORS, 2021, 卷号: 129, 页码: 11
Authors:  Geng, Shoubao;  Li, Wei;  Kang, Tingting;  Shi, Peili;  Zhu, Wanrui
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Vegetation productivity pattern  Climatic constraint  Soil quality  Water-temperature-soil index  Vegetation type  Spatial classification  the Taihang Mountains  
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
Favorite  |  View/Download:7/0  |  Submit date:2021/11/05
Downscaling  geostatistics  image fusion  object-based  pansharpening  segmentation  
Visualizing the cultural landscape gene of traditional settlements in China: a semiotic perspective 期刊论文
Heritage Science, 2021, 卷号: 9, 期号: 1
Authors:  Hu,Zui;  Josef,Strobl;  Min,Qingwen;  Tan,Min;  Cheng,Fulong
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Traditional settlements  Cultural Landscape Genes of Traditional Settlements (CLGTS)  Semiology  Symbolization Method of CLGTS  Traditional settlement genetic symbol database (TLGSD)  Application  
A novel-optimal monitoring model of rocky desertification based on feature space models with typical surface parameters derived from LANDSAT_8 OLI 期刊论文
LAND DEGRADATION & DEVELOPMENT, 2021, 页码: 14
Authors:  Guo, Bing;  Zhang, Dafu;  Lu, Yuefeng;  Yang, Fei;  Meng, Chao;  Han, Baomin;  Zang, Wenqian;  Zhao, Huihui;  Wei, Cuixia;  Wu, Hongwei;  Hou, Chunhong
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dryness index  feature space  LANDSAT-8 OLI  rock bare index  rocky desertification  
UAV-based individual shrub aboveground biomass estimation calibrated against terrestrial LiDAR in a shrub-encroached grassland 期刊论文
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2021, 卷号: 101, 页码: 12
Authors:  Zhao, Yujin;  Liu, Xiaoliang;  Wang, Yang;  Zheng, Zhaoju;  Zheng, Shuxia;  Zhao, Dan;  Bai, Yongfei
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Shrub encroachment  Biomass  Unmanned aerial vehicle (UAV)  Terrestrial laser scanning  Volume  Individual shrub identification  
Semi-Supervised Convolutional Long Short-Term Memory Neural Networks for Time Series Land Cover Classification 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 17, 页码: 18
Authors:  Shen, Jing;  Tao, Chao;  Qi, Ji;  Wang, Hao
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image classification  Long Short-Term Memory neural network (LSTM)  remote sensing  semi-supervised learning  time series analysis  
Hyperspectral Image Classification Based on Sparse Superpixel Graph 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 18, 页码: 18
Authors:  Zhao, Yifei;  Yan, Fengqin
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hyperspectral image  sparse superpixel graph  spectral-spatial classification  discrete potential  big data