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Efficient land desertification detection using a deep learning-driven generative adversarial network approach: A case study 期刊论文
发表期刊: CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE. 出版年: 2021
作者:  Zerrouki, Nabil;  Dairi, Abdelkader;  Harrou, Fouzi;  Zerrouki, Yacine;  Sun, Ying
收藏  |  浏览/下载：13/0  |  提交时间：2021/11/19
deep learning  desertification detection  generative adversarial networks  land cover changes  Landsat data  
Deep Learning-Based Predictive Framework for Groundwater Level Forecast in Arid Irrigated Areas 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 18
作者:  Liu, Wei;  Yu, Haijiao;  Yang, Linshan;  Yin, Zhenliang;  Zhu, Meng;  Wen, Xiaohu
收藏  |  浏览/下载：3/0  |  提交时间：2021/11/19
groundwater level forecasting  complete ensemble empirical mode decomposition with adaptive noise (CEEMDAN)  genetic algorithm (GA)  feature selection (FS)  deep belief network (DBN)  quantile regression (QR)  uncertainty evaluation  
Classification of Grassland Desertification in China Based on vis-NIR UAV Hyperspectral Remote Sensing 期刊论文
发表期刊: SPECTROSCOPY. 出版年: 2020, 卷号: 35, 期号: 3, 页码: 31-+
作者:  Pi, Weiqiang;  Bi, Yuge;  Du, Jianmin;  Zhang, Xipeng;  Kang, Yongchao;  Yang, Hongyan
收藏  |  浏览/下载：7/0  |  提交时间：2020/05/22
A Combined Deep-Learning and Lattice Boltzmann Model for Segmentation of the Hippocampus in MRI 期刊论文
发表期刊: SENSORS. 出版年: 2020, 卷号: 20, 期号: 13
作者:  Liu, Yingqian;  Yan, Zhuangzhi
收藏  |  浏览/下载：8/0  |  提交时间：2021/01/07
deep belief network  shape prior  lattice Boltzmann method  hippocampus segmentation  
Modeling spatio-temporal distribution of soil moisture by deep learning-based cellular automata model 期刊论文
发表期刊: JOURNAL OF ARID LAND. 出版年: 2016, 卷号: 8, 期号: 5, 页码: 734-748
作者:  Song Xiaodong;  Zhang Ganlin;  Liu Feng;  Li Decheng;  Zhao Yuguo;  Yang Jinling
Adobe PDF(1149Kb)  |  收藏  |  浏览/下载：159/76  |  提交时间：2019/11/29
soil moisture  soil moisture sensor network  macroscopic cellular automata (MCA)  deep belief network (DBN)  multi-layer perceptron (MLP)  uncertainty assessment  hydropedology  
Modeling spatio-temporal distribution of soil moisture by deep learning-based cellular automata model 期刊论文
发表期刊: Journal of Arid Land. 出版年: 2016, 卷号: 8, 期号: 5, 页码: 734-748
作者:  Song Xiaodong;  Zhang Ganlin;  Liu Feng;  Li Decheng;  Zhao Yuguo;  Yang Jinling
收藏  |  浏览/下载：5/0  |  提交时间：2021/01/08
soil moisture  soil moisture sensor network  macroscopic cellular automata (MCA)  deep belief network (DBN)  multi-layer perceptron (MLP)  uncertainty assessment  hydropedology