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Assessing Land Cover and Ecological Quality Changes in the Forest-Steppe Ecotone of the Greater Khingan Mountains, Northeast China, from Landsat and MODIS Observations from 2000 to 2018 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 3
作者:  Shi, Fang;  Liu, Mingxing;  Qiu, Jie;  Zhang, Yali;  Su, Huiyi;  Mao, Xupeng;  Li, Xin;  Fan, Jiahui;  Chen, Junsong;  Lv, Yingying;  Xu, Wanggu;  Wang, Zhi;  Li, Mingshi
收藏  |  浏览/下载：30/0  |  提交时间：2022/03/17
land cover conversion  ecological quality  net primary productivity  fractional vegetation cover  forest-steppe ecotone  
Evaluation of machine learning models for predicting the temporal variations of dust storm index in arid regions of Iran 期刊论文
发表期刊: ATMOSPHERIC POLLUTION RESEARCH. 出版年: 2021, 卷号: 12, 期号: 1, 页码: 134-147
作者:  Ebrahimi-Khusfi, Zohre;  Taghizadeh-Mehrjardi, Ruhollah;  Mirakbari, Maryam
收藏  |  浏览/下载：3/0  |  提交时间：2021/07/30
Machine learning  Remote sensing data  Climatic parameters  Dust emissions  Dry lands  Iran  
A functional autoregressive model based on exogenous hydrometeorological variables for river flow prediction 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2021, 卷号: 598
作者:  Beyaztas, Ufuk;  Shang, Han Lin;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：9/0  |  提交时间：2021/07/30
River flow prediction  Hydrometeorological variables  Functional autoregressive  Semi-arid environment  
Tuning Deep Neural Networks for Predicting Energy Consumption in Arid Climate Based on Buildings Characteristics 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2021, 卷号: 13, 期号: 22
作者:  Al-Shargabi, Amal A.;  Almhafdy, Abdulbasit;  Ibrahim, Dina M.;  Alghieth, Manal;  Chiclana, Francisco
收藏  |  浏览/下载：9/0  |  提交时间：2022/02/12
building characteristics  deep neural networks  hyper-parameter tuning  prediction models  energy consumption  heating and cooling loads  
Deep Learning-Based Concurrent Brain Registration and Tumor Segmentation 期刊论文
发表期刊: FRONTIERS IN COMPUTATIONAL NEUROSCIENCE. 出版年: 2020, 卷号: 14
作者:  Estienne, Theo;  Lerousseau, Marvin;  Vakalopoulou, Maria;  Andres, Emilie Alvarez;  Battistella, Enzo;  Carre, Alexandre;  Chandra, Siddhartha;  Christodoulidis, Stergios;  Sahasrabudhe, Mihir;  Sun, Roger;  Robert, Charlotte;  Talbot, Hugues;  Paragios, Nikos;  Deutsch, Eric
收藏  |  浏览/下载：5/0  |  提交时间：2020/05/22
brain tumor segmentation  deformable registration  multi-task networks  deep learning  convolutional neural networks  
Mapping and Quantifying the Human-Environment Interactions in Middle Egypt Using Machine Learning and Satellite Data Fusion Techniques 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 3
作者:  Blasco, Jose Manuel Delgado;  Cian, Fabio;  Hanssen, Ramon E.;  Verstraeten, Gert
收藏  |  浏览/下载：11/0  |  提交时间：2020/05/22
multi-temporal land cover mapping  machine learning  satellite data fusion  urban growth  land reclamation  landscape dynamics  Egypt  Google Earth Engine  AI4EO  
Dynamic survival prediction in intensive care units from heterogeneous time series without the need for variable selection or curation 期刊论文
发表期刊: SCIENTIFIC REPORTS. 出版年: 2020, 卷号: 10, 期号: 1
作者:  Deasy, Jacob;  Lio, Pietro;  Ercole, Ari
收藏  |  浏览/下载：2/0  |  提交时间：2021/07/30
Binary Classification of Alzheimer's Disease Using sMRI Imaging Modality and Deep Learning 期刊论文
发表期刊: JOURNAL OF DIGITAL IMAGING. 出版年: 2020, 卷号: 33, 期号: 5, 页码: 1073-1090
作者:  Bin Tufail, Ahsan;  Ma, Yong-Kui;  Zhang, Qiu-Na
收藏  |  浏览/下载：2/0  |  提交时间：2021/01/07
Deep learning  Transfer learning  Artificial neural networks  Medical imaging  Classification  MRI  
Day-ahead photovoltaic power production forecasting methodology based on machine learning and statistical post-processing 期刊论文
发表期刊: APPLIED ENERGY. 出版年: 2020, 卷号: 268
作者:  Theocharides, Spyros;  Makrides, George;  Livera, Andreas;  Theristis, Marios;  Kaimakis, Paris;  Georghiou, George E.
收藏  |  浏览/下载：1/0  |  提交时间：2021/01/07
Artificial neural networks  Clustering  Forecasting  Machine learning  Photovoltaic  Performance  
Effects of preservation policy on land use changes in Iranian Northern Zagros forests 期刊论文
发表期刊: LAND USE POLICY. 出版年: 2019, 卷号: 81, 页码: 76-90
作者:  Heidarlou, Hadi Beygi;  Shafiei, Abbas Banj;  Erfanian, Mahdi;  Tayyebi, Amin;  Alijanpour, Ahmad
收藏  |  浏览/下载：4/0  |  提交时间：2021/11/30
Conservation policy  Ecosystem services  Forest degradation  Land change modeler  Land use/cover change  Sardasht