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Machine learning method for quick identification of water quality index (WQI) based on Sentinel-2 MSI data: Ebinur Lake case study 期刊论文
发表期刊: WATER SUPPLY. 出版年: 2021, 卷号: 21, 期号: 3, 页码: 1291-1312
作者:  Li, Xiaohang;  Ding, Jianli;  Ilyas, Nurmemet
收藏  |  浏览/下载：27/0  |  提交时间：2021/07/30
machine learning  remote sensing reflectance  Sentinel-2 MSI  water quality index (WQI)  water quality parameter (WQP)  
Stacked vector multi-source lithologic classification utilizing Machine Learning Algorithms: Data potentiality and dimensionality monitoring 期刊论文
发表期刊: REMOTE SENSING APPLICATIONS-SOCIETY AND ENVIRONMENT. 出版年: 2021, 卷号: 24
作者:  Shebl, Ali;  Csamer, Arpad
收藏  |  浏览/下载：2/0  |  提交时间：2022/02/12
Lithologic classification  Support vector machine  Artificial neural network  Maximum likelihood classifier  Sentinel 2  Sentinel 1  ASTER  
Determining the contribution of environmental factors in controlling dust pollution during cold and warm months of western Iran using different data mining algorithms and game theory 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2021, 卷号: 132
作者:  Ebrahimi-Khusfi, Zohre;  Taghizadeh-Mehrjardi, Ruhollah;  Roustaei, Fatemeh;  Ebrahimi-Khusfi, Mohsen;  Mosavi, Amir Hosein;  Heung, Brandon;  Soleimani-Sardo, Mojtaba;  Scholten, Thomas
收藏  |  浏览/下载：20/0  |  提交时间：2021/11/29
Air quality  Deep neural network  Dust events  Middle East  Remote sensing  Shapley values  
Estimation of soil salt content using machine learning techniques based on remote-sensing fractional derivatives, a case study in the Ebinur Lake Wetland National Nature Reserve, Northwest China 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2020, 卷号: 119
作者:  Wang, Zheng;  Zhang, Xianlong;  Zhang, Fei;  Ngai Weng Chan;  Kung, Hsiang-te;  Liu, Suhong;  Deng, Laifei
收藏  |  浏览/下载：11/0  |  提交时间：2021/01/07
Remote sensing  Particle swarm optimization  Support vector machine (SVM)  Fractional derivative  Soil salt content  Hyperspectral index  
Predicting the Early Stages of the Alzheimer's Disease via Combined Brain Multi-projections and Small Datasets 会议论文
会议名称: 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP). 会议地点: Prague, CZECH REPUBLIC. 会议日期: FEB 25-27, 2019
作者:  Duarte, Kaue T. N.;  de Paiva, Pedro V. V.;  Martins, Paulo S.;  Carvalho, Marco A. G.
收藏  |  浏览/下载：19/0  |  提交时间：2021/11/30
Classification  Transfer Learning  Mild Cognitive Impairment  Clinical Dementia Rating  Support Vector Machines