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Alzheimer's Disease Detection via Multiscale Feature Modelling Using Improved Spatial Attention Guided Depth Separable CNN 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS. 出版年: 2024, 卷号: 17, 期号: 1
作者:  Tripathy, Santosh Kumar;  Nayak, Rudra Kalyan;  Gadupa, Kartik Shankar;  Mishra, Rajnish Dinesh;  Patel, Ashok Kumar;  Satapathy, Santosh Kumar;  Bhoi, Akash Kumar;  Barsocchi, Paolo
收藏  |  浏览/下载：28/0  |  提交时间：2024/10/04
Alzheimer's disease  Deep learning  Depth separable CNN  Spatial attention  Improved spatial attention  
Mapping the Soil Salinity Distribution and Analyzing Its Spatial and Temporal Changes in Bachu County, Xinjiang, Based on Google Earth Engine and Machine Learning 期刊论文
发表期刊: AGRICULTURE-BASEL. 出版年: 2024, 卷号: 14, 期号: 4
作者:  Zhang, Yue;  Wu, Hongqi;  Kang, Yiliang;  Fan, Yanmin;  Wang, Shuaishuai;  Liu, Zhuo;  He, Feifan
收藏  |  浏览/下载：28/0  |  提交时间：2024/10/04
Google Earth Engine  soil salinization  vertical soil salinity  machine learning  spatial and temporal variability  
Application of multiple spatial interpolation approaches to annual rainfall data in the Wadi Cheliff basin (north Algeria) 期刊论文
发表期刊: AIN SHAMS ENGINEERING JOURNAL. 出版年: 2024, 卷号: 15, 期号: 3
作者:  Achite, Mohammed;  Tsangaratos, Paraskevas;  Pellicone, Gaetano;  Mohammadi, Babak;  Caloiero, Tommaso
收藏  |  浏览/下载：54/0  |  提交时间：2024/10/04
Algeria  Deterministic techniques  Geostatistical analysis  Machine learning  Rainfall  Spatial interpolation  
Enhancing Crop Mapping Precision through Multi-Temporal Sentinel-2 Image and Spatial-Temporal Neural Networks in Northern Slopes of Tianshan Mountain 期刊论文
发表期刊: AGRONOMY-BASEL. 出版年: 2023, 卷号: 13, 期号: 11
作者:  Zhang, Xiaoyong;  Guo, Yonglin;  Tian, Xiangyu;  Bai, Yongqing
收藏  |  浏览/下载：32/0  |  提交时间：2024/09/29
remote sensing in agriculture  crop mapping  deep learning  multi-temporal  neighborhood information  spatial temporal neural networks  strip pooling module  sentinel-2  
Spatial Prediction of Groundwater Withdrawal Potential Using Shallow, Hybrid, and Deep Learning Algorithms in the Toudgha Oasis, Southeast Morocco 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2023, 卷号: 15, 期号: 5
作者:  Ouali, Lamya;  Kabiri, Lahcen;  Namous, Mustapha;  Hssaisoune, Mohammed;  Abdelrahman, Kamal;  Fnais, Mohammed S. S.;  Kabiri, Hichame;  El Hafyani, Mohammed;  Oubaassine, Hassane;  Arioua, Abdelkrim;  Bouchaou, Lhoussaine
收藏  |  浏览/下载：19/0  |  提交时间：2024/09/29
groundwater potential  spatial prediction  machine learning  performance  water supply  oasis  
Spatial prediction and uncertainty estimation of crucial GlobalSoilMap properties - A contextual study in the semi-arid area of western Iran 期刊论文
发表期刊: GEODERMA REGIONAL. 出版年: 2023, 卷号: 35
作者:  Lotfollahi, Leila;  Delavar, Mohammad Amir;  Biswas, Asim;  Jamshidi, Mohammad;  Fatehi, Shahrokh;  Taghizadeh-Mehrjardi, Ruhollah
收藏  |  浏览/下载：23/0  |  提交时间：2024/09/29
Environmental covariates  Machine learning  Random Forest  Spatial variability  
Spatial Prediction and Mapping of Gully Erosion Susceptibility Using Machine Learning Techniques in a Degraded Semi-Arid Region of Kenya 期刊论文
发表期刊: LAND. 出版年: 2023, 卷号: 12, 期号: 4
作者:  Were, Kennedy;  Kebeney, Syphyline;  Churu, Harrison;  Mutio, James Mumo;  Njoroge, Ruth;  Mugaa, Denis;  Alkamoi, Boniface;  Ng'etich, Wilson;  Singh, Bal Ram
收藏  |  浏览/下载：22/0  |  提交时间：2024/09/29
soil erosion  land degradation  sustainable land management  landscape restoration  spatial prediction  machine learning  
Improving the spatial prediction of soil organic carbon using environmental covariates selection: A comparison of a group of environmental covariates 期刊论文
发表期刊: CATENA. 出版年: 2022, 卷号: 208
作者:  Zeraatpisheh, Mojtaba;  Garosi, Younes;  Owliaie, Hamid Reza;  Ayoubi, Shamsollah;  Taghizadeh-Mehrjardi, Ruhollah;  Scholten, Thomas;  Xu, Ming
收藏  |  浏览/下载：32/0  |  提交时间：2021/11/19
Soil organic carbon  Spatial prediction  Environmental covariates  Time-series vegetation indices  Machine learning  Uncertainty  
Spatiotemporal Assessment of Soil Organic Carbon Change Using Machine-Learning in Arid Regions 期刊论文
发表期刊: AGRONOMY-BASEL. 出版年: 2022, 卷号: 12, 期号: 3
作者:  Fathizad, Hassan;  Taghizadeh-Mehrjardi, Ruhollah;  Ardakani, Mohammad Ali Hakimzadeh;  Zeraatpisheh, Mojtaba;  Heung, Brandon;  Scholten, Thomas
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/20
random forest  machine learning  spatial distribution  variable importance analysis  vegetation index  temporal change  
Modelling and mapping of soil erosion susceptibility using machine learning in a tropical hot sub-humid environment 期刊论文
发表期刊: JOURNAL OF CLEANER PRODUCTION. 出版年: 2022, 卷号: 364
作者:  Bag, Rakhohori;  Mondal, Ismail;  Dehbozorgi, Mahroo;  Bank, Subhra Pratim;  Das, Dipendra Nath;  Bandyopadhyay, Jatisankar;  Pham, Quoc Bao;  Al-Quraishi, Ayad M. Fadhil;  Nguyen, Xuan Cuong
收藏  |  浏览/下载：18/0  |  提交时间：2024/09/20
Soil erosion  Soil erosion susceptibility  Spatial prediction  Machine learning  Land degradation  Remote sensing & GIS  Ajodhya Hill