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Landscape Perception Identification and Classification Based on Electroencephalogram (EEG) Features 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH. 出版年: 2022, 卷号: 19, 期号: 2
作者:  Wang, Yuting;  Wang, Shujian;  Xu, Ming
收藏  |  浏览/下载：11/0  |  提交时间：2022/03/17
unmanned aerial vehicle (UAV)  electroencephalogram (EEG) features  landscape perception  machine learning  
Spatial characterization of dust emission prone arid regions using feature extraction and predictive algorithms 期刊论文
发表期刊: APPLIED GEOGRAPHY. 出版年: 2021, 卷号: 133
作者:  Nafarzadegan, Ali Reza;  Ebrahimi-Khusfi, Zohre;  Kazemi, Mohamad
收藏  |  浏览/下载：4/0  |  提交时间：2021/11/19
Dust-source areas  Land susceptibility  Remote sensing  Boruta algorithm  Game theory  Arid environments  
Forecasting Rainfed Agricultural Production in Arid and Semi-Arid Lands Using Learning Machine Methods: A Case Study 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2021, 卷号: 13, 期号: 9
作者:  Rezapour, Shahram;  Jooyandeh, Erfan;  Ramezanzade, Mohsen;  Mostafaeipour, Ali;  Jahangiri, Mehdi;  Issakhov, Alibek;  Chowdhury, Shahariar;  Techato, Kuaanan
收藏  |  浏览/下载：3/0  |  提交时间：2021/07/30
machine learning  rainfed agriculture  chickpea  random forest  support vector regression  
Evaluating three stuttering assessments through network analysis, random forests and cluster analysis 期刊论文
发表期刊: JOURNAL OF FLUENCY DISORDERS. 出版年: 2021, 卷号: 67
作者:  Ward, David;  Miller, Ronan;  Nikolaev, Alexandre
收藏  |  浏览/下载：12/0  |  提交时间：2021/07/30
Stuttering assessment  Network science  Random forests  Cluster analysis  
Mapping Opuntia stricta in the Arid and Semi-Arid Environment of Kenya Using Sentinel-2 Imagery and Ensemble Machine Learning Classifiers 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 8
作者:  Muthoka, James M.;  Salakpi, Edward E.;  Ouko, Edward;  Yi, Zhuang-Fang;  Antonarakis, Alexander S.;  Rowhani, Pedram
收藏  |  浏览/下载：4/0  |  提交时间：2021/07/30
invasive plant species  remote sensing  extreme gradient boost  random forest  spectral indices  topographic indices  
Assessment of k-Nearest Neighbor and Random Forest Classifiers for Mapping Forest Fire Areas in Central Portugal Using Landsat-8, Sentinel-2, and Terra Imagery 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 7
作者:  Pacheco, Admilson da Penha;  Junior, Juarez Antonio da Silva;  Ruiz-Armenteros, Antonio Miguel;  Henriques, Renato Filipe Faria
收藏  |  浏览/下载：13/0  |  提交时间：2021/07/30
k-Nearest Neighbor  Random Forest  fires  Landsat 8  Sentinel 2  Terra  ASTER  MODIS  burned  mapping  
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  
Evapotranspiration Response to Climate Change in Semi-Arid Areas: Using Random Forest as Multi-Model Ensemble Method 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 2
作者:  Ruiz- Alvarez, Marcos;  Gomariz-Castillo, Francisco;  Alonso-Sarria, Francisco
收藏  |  浏览/下载：25/0  |  提交时间：2021/03/08
random forest regression  reference evapotranspiration  multi-model ensembles  Climate Change  fifth assessment report  random forest regression kriging  Kling-Gupta efficiency  
Analysis of Changes in Landslide Susceptibility according to Land Use over 38 Years in Lixian County, China 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2021, 卷号: 13, 期号: 19
作者:  Liu, Jie;  Wu, Zhen;  Zhang, Huiwen
收藏  |  浏览/下载：3/0  |  提交时间：2021/11/29
land use change  landslide susceptibility partition  multitemporal  natural vegetation  human activities  
Evaluating the Dynamic Changes of Urban Land and Its Fractional Covers in Africa from 2000-2020 Using Time Series of Remotely Sensed Images on the Big Data Platform 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 21
作者:  Yin, Zherui;  Kuang, Wenhui;  Bao, Yuhai;  Dou, Yinyin;  Chi, Wenfeng;  Ochege, Friday Uchenna;  Pan, Tao
收藏  |  浏览/下载：2/0  |  提交时间：2021/11/29
urban land mapping  remotely sensed images  impervious surface area fraction  vegetation space fraction  the whole Africa