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Desertification Detection in Makkah Region based on Aerial Images Classification 期刊论文
发表期刊: COMPUTER SYSTEMS SCIENCE AND ENGINEERING. 出版年: 2022, 卷号: 40, 期号: 2, 页码: 607-618
作者:  Said, Yahia;  Barr, Mohammad;  Saidani, Taoufik;  Atri, Mohamed
收藏  |  浏览/下载：30/0  |  提交时间：2021/11/19
Desertification detection  deep learning  convolutional neural networks (CNN)  aerial images classification  Makkah region  
DnResNeXt Network for Desert Seismic Data Denoising 期刊论文
发表期刊: IEEE GEOSCIENCE AND REMOTE SENSING LETTERS. 出版年: 2022, 卷号: 19
作者:  Yao, Haiyang;  Ma, Haitao;  Li, Yue;  Feng, Qiankun
收藏  |  浏览/下载：11/0  |  提交时间：2022/03/17
Noise reduction  Signal to noise ratio  Noise measurement  Training  Convolutional neural networks  Convolution  Deep learning  Convolutional neural network (CNN)  deep learning  denoising  desert seismic noise  residual learning  seismic exploration  
Desert Seismic Low-Frequency Noise Attenuation Using Low-Rank Decomposition-Based Denoising Convolutional Neural Network 期刊论文
发表期刊: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 出版年: 2022, 卷号: 60
作者:  Ma, Haitao;  Wang, Yuzhuo;  Li, Yue;  Zhao, Yuxing
收藏  |  浏览/下载：13/0  |  提交时间：2022/02/12
Convolution  Attenuation  Neural networks  Training  Signal to noise ratio  Noise reduction  Noise measurement  Convolutional neural network (CNN)  deep learning  desert seismic noise attenuation  low-rank decomposition  
Bayesian convolutional neural networks for predicting the terrestrial water storage anomalies during GRACE and GRACE-FO gap 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2022, 卷号: 604
作者:  Mo, Shaoxing;  Zhong, Yulong;  Forootan, Ehsan;  Mehrnegar, Nooshin;  Yin, Xin;  Wu, Jichun;  Feng, Wei;  Shi, Xiaoqing
收藏  |  浏览/下载：32/0  |  提交时间：2022/03/17
GRACE  Bayesian convolutional neural network  Gap filling  ERA5  Deep learning  
Areal Precipitation Coverage Ratio for Enhanced AI Modelling of Monthly Runoff: A New Satellite Data-Driven Scheme for Semi-Arid Mountainous Climate 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 2
作者:  Hosseini, Seyyed Hasan;  Hashemi, Hossein;  Fakheri Fard, Ahmad;  Berndtsson, Ronny
收藏  |  浏览/下载：28/0  |  提交时间：2022/03/17
artificial intelligence  data scarcity  GPM-IMERG  k-fold data partitioning  MODIS Terra  NDVI  rainfall  semiarid  soil moisture  streamflow  
CT Segmentation of Dinosaur Fossils by Deep Learning 期刊论文
发表期刊: FRONTIERS IN EARTH SCIENCE. 出版年: 2022, 卷号: 9
作者:  Yu, Congyu;  Qin, Fangbo;  Li, Ying;  Qin, Zichuan;  Norell, Mark
收藏  |  浏览/下载：13/0  |  提交时间：2022/03/17
deep learning  CT  segmentation  fossil  dinosaur  
Stream Boundary Detection of a Hyper-Arid, Polar Region Using a U-Net Architecture: Taylor Valley, Antarctica 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 1
作者:  Barlow, Mary C.;  Zhu, Xinxiang;  Glennie, Craig L.
收藏  |  浏览/下载：16/0  |  提交时间：2022/03/17
lidar  fluvial geomorphology  stream width  remote sensing  deep learning  
OASIS: One-pass aligned atlas set for medical image segmentation 期刊论文
发表期刊: NEUROCOMPUTING. 出版年: 2022, 卷号: 470, 页码: 130-138
作者:  Zhu, Qikui;  Wang, Yanqing;  Du, Bo;  Yan, Pingkun
收藏  |  浏览/下载：28/0  |  提交时间：2022/02/12
Medical image segmentation  Atlas set  Image registration  Spatial transform model  
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  
Spatial modelling of soil salinity: deep or shallow learning models? 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2021
作者:  Mohammadifar, Aliakbar;  Gholami, Hamid;  Golzari, Shahram;  Collins, Adrian L.
收藏  |  浏览/下载：27/0  |  提交时间：2021/07/30
Deep learning models  Shallow machine learning models  Soil salinity spatial maps  Deep convolutional neural networks