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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
作者:  Li, Kai;  Wang, Juanle;  Yao, Jinyi
收藏  |  浏览/下载:72/0  |  提交时间:2021/11/05
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
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
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
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
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
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
Tree counting with high spatial-resolution satellite imagery based on deep neural networks 期刊论文
ECOLOGICAL INDICATORS, 2021, 卷号: 125, 页码: 12
作者:  Yao, Ling;  Liu, Tang;  Qin, Jun;  Lu, Ning;  Zhou, Chenghu
收藏  |  浏览/下载:40/0  |  提交时间:2021/06/10
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
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


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