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Change detection in very high-resolution images based on ensemble CNNs 期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2020, 卷号: 41, 期号: 12, 页码: 4755-4777
Authors:  Zhang, Xinlong;  Fan, Rui;  Ma, Lei;  Liao, Xiaohan;  Chen, Xiuwan
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Evaluation of conditioned Latin hypercube sampling for soil mapping based on a machine learning method 期刊论文
GEODERMA, 2020, 卷号: 369, 页码: 15
Authors:  Yang, Lin;  Li, Xinming;  Shi, Jingjing;  Shen, Feixue;  Qi, Feng;  Gao, Binbo;  Chen, Ziyue;  Zhu, A-Xing;  Zhou, Chenghu
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Conditioned Latin hypercube sampling  Soil mapping  Representativeness  Sample randomness  
Development of spectral-phenological features for deep learning to understand Spartina alterniflora invasion 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2020, 卷号: 242, 页码: 15
Authors:  Tian, Jinyan;  Wang, Le;  Yin, Dameng;  Li, Xiaojuan;  Diao, Chunyuan;  Gong, Huili;  Shi, Chen;  Menenti, Massimo;  Ge, Yong;  Nie, Sheng;  Ou, Yang;  Song, Xiaonan;  Liu, Xiaomeng
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Cloudy coastal zone  Invasive species  Phenology  Google earth engine  Remote sensing big data  Deep learning  
Evaluation of submerged mangrove recognition index using multi-tidal remote sensing data 期刊论文
ECOLOGICAL INDICATORS, 2020, 卷号: 113, 页码: 14
Authors:  Xia, Qing;  Qin, Cheng-Zhi;  Li, He;  Huang, Chong;  Su, Fen-Zhen;  Jia, Ming-Ming
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Mangrove forests  Vegetation indices  Submerged mangrove recognition index (SMRI)  High-resolution images  Medium-resolution images  
Utility of Vertically Integrated Liquid Water Content for Radar-Rainfall Estimation: Quality Control and Precipitation Type Classification 期刊论文
ATMOSPHERIC RESEARCH, 2020, 卷号: 236, 页码: 11
Authors:  Seo, Bong-Chul;  Krajewski, Witold F.;  Qi, Youcun
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VIL  Weather radar  Precipitation  Classification  Wind farms  
Research on a novel extraction method using Deep Learning based on GF-2 images for aquaculture areas 期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2020, 卷号: 41, 期号: 9, 页码: 3575-3591
Authors:  Cheng, Bo;  Liang, Chenbin;  Liu, Xunan;  Liu, Yueming;  Ma, Xiaoxiao;  Wang, Guizhou
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Spatial-temporal differentiation of ecologically-sustainable land across selected settlements in China: An urban-rural perspective 期刊论文
ECOLOGICAL INDICATORS, 2020, 卷号: 112, 页码: 10
Authors:  Qu, Lulu;  Li, Yurui;  Feng, Weilun
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Ecologically-sustainable land  Spatial-temporal differentiation  Cross-settlement comparison  China  
Comparison of additive and isometric log-ratio transformations combined with machine learning and regression kriging models for mapping soil particle size fractions 期刊论文
GEODERMA, 2020, 卷号: 365, 页码: 16
Authors:  Wang, Zong;  Shi, Wenjiao;  Zhou, Wei;  Li, Xiaoyan;  Yue, Tianxiang
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Soil particle size fractions  Log-ratio transformation  Boosted regression tree  Random forest  Regression kriging  
Mapping impervious surface distribution in China using multi-source remotely sensed data 期刊论文
GISCIENCE & REMOTE SENSING, 2020, 页码: 10
Authors:  Li, Guiying;  Li, Longwei;  Lu, Dengsheng;  Guo, Wei;  Kuang, Wenhui
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Impervious surface area  integration of multi-source data  VIIRS DNB  MODIS NDVI  landsat  China  
The Response of Vegetation Biomass to Soil Properties along Degradation Gradients of Alpine Meadow at Zoige Plateau 期刊论文
CHINESE GEOGRAPHICAL SCIENCE, 2020, 页码: 10
Authors:  Liu, Miao;  Zhang, Zhenchao;  Sun, Jian;  Xu, Ming;  Ma, Baibing;  Tijjani, Sadiy Baba;  Chen, You-jun;  Zhou, Qingping
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vegetation biomass  soil properties  degradation gradients  structural equation modelling  Zoige Plateau