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浏览/检索结果: 共47条，第1-10条 帮助 限定条件 专题：地理科学与资源研究所    第一署名单位    第一作者单位    通讯作者单位     已选(0)清除 条数/页：5101520253035404550556065707580859095100   排序方式：请选择作者升序作者降序题名升序题名降序发表日期升序发表日期降序提交时间升序提交时间降序 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 作者:  Li, Kai;  Wang, Juanle;  Yao, Jinyi 收藏  |  浏览/下载：72/0  |  提交时间：2021/11/05 Water Segmentation  Pixel-based CNN  ROI  U-net  Mongolia   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 作者:  Wang, Han;  Mao, Kebiao;  Yuan, Zijin;  Shi, Jiancheng;  Cao, Mengmeng 收藏  |  浏览/下载：55/0  |  提交时间：2021/11/05 Land surface temperature (LST)  Model-data-knowledge-driven  Deep learning  Geophysical logical reasoning  Expert knowledge   Geospatial constrained optimization to simulate and predict spatiotemporal trends of air pollutants 期刊论文 SPATIAL STATISTICS, 2021, 卷号: 45, 页码: 28 作者:  Li, Lianfa 收藏  |  浏览/下载：40/0  |  提交时间：2021/11/05 Constrained optimization  Domain knowledge  Spatiotemporal patterns  Air pollutant  Prediction  Uncertainty   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 作者:  Shen, Jing;  Tao, Chao;  Qi, Ji;  Wang, Hao 收藏  |  浏览/下载：51/0  |  提交时间：2021/11/05 image classification  Long Short-Term Memory neural network (LSTM)  remote sensing  semi-supervised learning  time series analysis   Encoder-Decoder Full Residual Deep Networks for Robust Regression and Spatiotemporal Estimation 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 9, 页码: 4217-4230 作者:  Li, Lianfa;  Fang, Ying;  Wu, Jun;  Wang, Jinfeng;  Ge, Yong 收藏  |  浏览/下载：80/0  |  提交时间：2021/11/05 Bias  deep learning  encoder-decoder  full residual deep network  non-linear regression  prediction of satellite aerosol optical depth (AOD) and PM2.5  spatiotemporal modeling   Cloud Detection Algorithm for Multi-Satellite Remote Sensing Imagery Based on a Spectral Library and 1D Convolutional Neural Network 期刊论文 REMOTE SENSING, 2021, 卷号: 13, 期号: 16, 页码: 20 作者:  Ma, Nan;  Sun, Lin;  Zhou, Chenghu;  He, Yawen 收藏  |  浏览/下载：24/0  |  提交时间：2021/11/05 ASTER spectral library  hyperspectral data  1D convolutional neural network  cloud detection  data simulation  multi-satellite remote sensing images   Tracking small-scale tropical forest disturbances: Fusing the Landsat and Sentinel-2 data record 期刊论文 REMOTE SENSING OF ENVIRONMENT, 2021, 卷号: 261, 页码: 17 作者:  Zhang, Yihang;  Ling, Feng;  Wang, Xia;  Foody, Giles M.;  Boyd, Doreen S. 收藏  |  浏览/下载：37/0  |  提交时间：2021/08/19 Forest disturbance  Small-scale clearing  Landsat and Sentinel-2  Deep learning  Downscaling   NestNet: a multiscale convolutional neural network for remote sensing image change detection 期刊论文 INTERNATIONAL JOURNAL OF REMOTE SENSING, 2021, 卷号: 42, 期号: 13, 页码: 4902-4925 作者:  Yu, Xiao;  Fan, Junfu;  Chen, Jiahao;  Zhang, Peng;  Zhou, Yuke 收藏  |  浏览/下载：51/0  |  提交时间：2021/06/10 Prediction of human activity intensity using the interactions in physical and social spaces through graph convolutional networks 期刊论文 INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2021, 页码: 28 作者:  Li, Mingxiao;  Gao, Song;  Lu, Feng;  Liu, Kang;  Zhang, Hengcai 收藏  |  浏览/下载：62/0  |  提交时间：2021/06/10 Human activity intensity prediction  graph convolutional networks  social interaction  mobile phone data  human mobility   Deep Learning Based Sea Ice Classification with Gaofen-3 Fully Polarimetric SAR Data 期刊论文 REMOTE SENSING, 2021, 卷号: 13, 期号: 8, 页码: 22 作者:  Zhang, Tianyu;  Yang, Ying;  Shokr, Mohammed;  Mi, Chunlei;  Li, Xiao-Ming 收藏  |  浏览/下载：24/0  |  提交时间：2021/06/10 Gaofen-3  polarimetric data  sea ice classification  residual convolutional network