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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  
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  
The impact of impervious surface, vegetation, and soil areas on land surface temperatures in a semi-arid region using Landsat satellite images enriched with Ndaisi method data 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2021, 卷号: 193, 期号: 3
作者:  Kesikoglu, Mustafa Hayri;  Ozkan, Coskun;  Kaynak, Tolga
收藏  |  浏览/下载：16/0  |  提交时间：2021/07/30
Impervious surface  Land surface temperature  NDAISI  SVM  Landsat TM  ETM  OLI-TIRS  Kayseri  
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  
Optimization of residential green space for environmental sustainability and property appreciation in metropolitan Phoenix, Arizona 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2021, 卷号: 763
作者:  Wang, Chuyuan;  Turner, V. Kelly;  Wentz, Elizabeth A.;  Zhao, Qunshan;  Myint, Soe W.
收藏  |  浏览/下载：3/0  |  提交时间：2021/03/08
Optimization  Green space  Land surface temperature  Evapotranspiration  Outdoor water use  Property sales value  
Monitoring and Forecasting of Urban Expansion Using Machine Learning-Based Techniques and Remotely Sensed Data: A Case Study of Gharbia Governorate, Egypt 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 22
作者:  Mostafa, Eman;  Li, Xuxiang;  Sadek, Mohammed;  Dossou, Jacqueline Fifame
收藏  |  浏览/下载：5/0  |  提交时间：2022/02/12
Time-series Landsat images  urban sprawl  Gharbia governorate  Remote Sensing (RS)  Support Vector Machines (SVM)  logistic regression  Markov Chain (MC)  Fuzzy TOPSIS  
Macro-classification of meteorites by portable energy dispersive X-ray fluorescence spectroscopy (pED-XRF), principal component analysis (PCA) and machine learning algorithms 期刊论文
发表期刊: TALANTA. 出版年: 2020, 卷号: 212
作者:  Allegretta, Ignazio;  Marangoni, Bruno;  Manzari, Paola;  Porfido, Carlo;  Terzano, Roberto;  De Pascale, Olga;  Senesi, Giorgio S.
收藏  |  浏览/下载：3/0  |  提交时间：2020/07/01
Meteorite Meteor-wrong  Portable  ED-XRF  PCA  Machine learning  
Mapping Maize Fields by Using Multi-Temporal Sentinel-1A and Sentinel-2A Images in Makarfi, Northern Nigeria, Africa 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2020, 卷号: 12, 期号: 6
作者:  Abubakar, Ghali Abdullahi;  Wang, Ke;  Shahtahamssebi, AmirReza;  Xue, Xingyu;  Belete, Marye;  Gudo, Adam Juma Abdallah;  Mohamed Shuka, Kamal Abdelrahim;  Gan, Muye
收藏  |  浏览/下载：2/0  |  提交时间：2020/05/22
Sentinel-1  Sentinel-2  smallholder  tropical  food security  maize fields  random forest  support vector machine  
Shallow Landslide Susceptibility Mapping: A Comparison between Logistic Model Tree, Logistic Regression, Naive Bayes Tree, Artificial Neural Network, and Support Vector Machine Algorithms 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH. 出版年: 2020, 卷号: 17, 期号: 8
作者:  Viet-Ha Nhu;  Shirzadi, Ataollah;  Shahabi, Himan;  Singh, Sushant K.;  Al-Ansari, Nadhir;  Clague, John J.;  Jaafari, Abolfazl;  Chen, Wei;  Miraki, Shaghayegh;  Dou, Jie;  Luu, Chinh;  Gorski, Krzysztof;  Binh Thai Pham;  Huu Duy Nguyen;  Bin Ahmad, Baharin
收藏  |  浏览/下载：10/0  |  提交时间：2020/07/01
Shallow landslide  artificial intelligence  prediction accuracy  logistic model tree  goodness-of-fit  Iran  
Soil Erosion Susceptibility Mapping in Kozetopraghi Catchment, Iran: A Mixed Approach Using Rainfall Simulator and Data Mining Techniques 期刊论文
发表期刊: LAND. 出版年: 2020, 卷号: 9, 期号: 10
作者:  Esmali Ouri, Abazar;  Golshan, Mohammad;  Janizadeh, Saeid;  Cerda, Artemi;  Melesse, Assefa M.
收藏  |  浏览/下载：6/0  |  提交时间：2021/01/07
AdaBoost model  hydrological response units (HRUs)  rainfall simulator  parameter importance  Iran  soil  erosion