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浏览/检索结果: 共20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   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   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   Multi-hour and multi-site air quality index forecasting in Beijing using CNN, LSTM, CNN-LSTM, and spatiotemporal clustering 期刊论文 EXPERT SYSTEMS WITH APPLICATIONS, 2021, 卷号: 169, 页码: 15 作者:  Yan, Rui;  Liao, Jiaqiang;  Yang, Jie;  Sun, Wei;  Nong, Mingyue 收藏  |  浏览/下载：14/0  |  提交时间：2021/08/19 LSTM  CNN  Forecasting  AQI  Spatiotemporal clustering   An unsupervised learning method with convolutional auto-encoder for vessel trajectory similarity computation 期刊论文 OCEAN ENGINEERING, 2021, 卷号: 225, 页码: 16 作者:  Liang, Maohan;  Liu, Ryan Wen;  Li, Shichen;  Xiao, Zhe;  Liu, Xin 收藏  |  浏览/下载：44/0  |  提交时间：2021/06/10 Automatic identification system (AIS)  Trajectory similarity  Trajectory clustering  Convolutional neural network (CNN)  Convolutional auto-encoder (CAE)   Wheat yield predictions at a county and field scale with deep learning, machine learning, and google earth engine 期刊论文 EUROPEAN JOURNAL OF AGRONOMY, 2021, 卷号: 123, 页码: 12 作者:  Cao, Juan;  Zhang, Zhao;  Luo, Yuchuan;  Zhang, Liangliang;  Zhang, Jing 收藏  |  浏览/下载：42/0  |  提交时间：2021/04/25 Winter wheat  Machine learning  Deep learning  Google earth engine (GEE)  Yield estimation   Hyperspectral Image Classification Using a Hybrid 3D-2D Convolutional Neural Networks 期刊论文 IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14, 页码: 7570-7588 作者:  Ghaderizadeh, Saeed;  Abbasi-Moghadam, Dariush;  Sharifi, Alireza;  Zhao, Na;  Tariq, Aqil 收藏  |  浏览/下载：19/0  |  提交时间：2021/11/05 Feature extraction  Three-dimensional displays  Convolution  Solid modeling  Hyperspectral imaging  Kernel  Convolutional neural networks  Convolutional neural network (CNN)  deep learning  hyperspectral image (HSI) classification  spectral-spatial features   Landslide Susceptibility Mapping Using Feature Fusion-Based CPCNN-ML in Lantau Island, Hong Kong 期刊论文 IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14, 页码: 3625-3639 作者:  Chen, Yangyang;  Ming, Dongping;  Ling, Xiao;  Lv, Xianwei;  Zhou, Chenghu 收藏  |  浏览/下载：20/0  |  提交时间：2021/06/10 Terrain factors  Numerical models  Feature extraction  Training  Statistical analysis  Geology  Reliability  Convolutional neural networks (CNNs)  landslide susceptibility mapping (LSM)  Lantau Island  remote sensing   Wild animal survey using UAS imagery and deep learning: modified Faster R-CNN for kiang detection in Tibetan Plateau 期刊论文 ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2020, 卷号: 169, 页码: 364-376 作者:  Peng, Jinbang;  Wang, Dongliang;  Liao, Xiaohan;  Shao, Quanqin;  Sun, Zhigang 收藏  |  浏览/下载：113/0  |  提交时间：2021/03/16 Wild animal survey  Deep learning  Object detection  Unmanned aircraft systems (UAS)   Estimating Land Surface Temperature from Satellite Passive Microwave Observations with the Traditional Neural Network, Deep Belief Network, and Convolutional Neural Network 期刊论文 REMOTE SENSING, 2020, 卷号: 12, 期号: 17, 页码: 27 作者:  Wang, Shaofei;  Zhou, Ji;  Lei, Tianjie;  Wu, Hua;  Zhang, Xiaodong 收藏  |  浏览/下载：17/0  |  提交时间：2021/03/16 land surface temperature  neural network  deep belief network  convolutional neural network  passive microwave