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Prediction of S12-MKII rainfall simulator experimental runoff data sets using hybrid PSR-SVM-FFA approaches 期刊论文
发表期刊: JOURNAL OF WATER AND CLIMATE CHANGE. 出版年: 2022
作者:  Samantaray, Sandeep;  Ghose, Dillip Kumar
收藏  |  浏览/下载：12/0  |  提交时间：2021/11/29
PSR-SVM-FFA  rainfall simulator  runoff  SVM  SVM-FFA  
Using remote sensing data for geological mapping in semi-arid environment: a machine learning approach 期刊论文
发表期刊: EARTH SCIENCE INFORMATICS. 出版年: 2022, 卷号: 15, 期号: 1, 页码: 485-496
作者:  El Alaoui El Fels, Abdelhafid;  El Ghorfi, Mustapha
收藏  |  浏览/下载：11/0  |  提交时间：2022/03/17
Aster imagery  Lithological classification  Machine learning  Semi-arid  
Prediction of missing temperature data using different machine learning methods 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2022, 卷号: 15, 期号: 1
作者:  Katipoglu, Okan Mert
收藏  |  浏览/下载：27/0  |  提交时间：2022/02/12
Temperature  Missing data  Support vector machines (SVM)  Decision tree (DT)  Adaptive neuro-fuzzy inference system (ANFIS)  
Vegetation type and land cover mapping in a semi-arid heterogeneous forested wetland of India: comparing image classification algorithms 期刊论文
发表期刊: ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY. 出版年: 2021
作者:  Deval, Kundan;  Joshi, P. K.
收藏  |  浏览/下载：11/0  |  提交时间：2021/11/29
Vegetation type  Land cover  Semi-arid wetland  Maximum Likelihood (MXL)  Artificial Neural Network (ANN)  Support Vector Machine (SVM)  WorldView2  
Spatial prediction and modeling of soil salinity using simple cokriging, artificial neural networks, and support vector machines in El Outaya plain, Biskra, southeastern Algeria 期刊论文
发表期刊: ACTA GEOCHIMICA. 出版年: 2021, 卷号: 40, 期号: 3, 页码: 390-408
作者:  Boudibi, Samir;  Sakaa, Bachir;  Benguega, Zineeddine;  Fadlaoui, Haroun;  Othman, Tarek;  Bouzidi, Narimen
收藏  |  浏览/下载：13/0  |  提交时间：2021/08/05
Soil salinity  Cokriging  Multilayer perceptron  Machine learning  El-Outaya plain  
The Use of Very-High-Resolution Aerial Imagery to Estimate the Structure and Distribution of the Rhanterium epapposum Community for Long-Term Monitoring in Desert Ecosystems 期刊论文
发表期刊: PLANTS-BASEL. 出版年: 2021, 卷号: 10, 期号: 5
作者:  Abdullah, Meshal M.;  Al-Ali, Zahraa M.;  Abdullah, Mansour T.;  Al-Anzi, Bader
收藏  |  浏览/下载：4/0  |  提交时间：2021/07/30
unmanned aerial vehicles (UAVs)  multispectral sensors  arid ecosystems  ecological monitoring and assessment  restoration  plant heights  
New machine learning approaches to improve reference evapotranspiration estimates using intra-daily temperature-based variables in a semi-arid region of Spain 期刊论文
发表期刊: AGRICULTURAL WATER MANAGEMENT. 出版年: 2021, 卷号: 245
作者:  Antonio Bellido-Jimenez, Juan;  Estevez, Javier;  Penelope Garcia-Marin, Amanda
收藏  |  浏览/下载：5/0  |  提交时间：2021/03/08
Irrigation scheduling  Machine learning  Reference evapotranspiration  
Hybrid neural network classification for irrigation control in WSN based precision agriculture 期刊论文
发表期刊: JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING. 出版年: 2021
作者:  Anguraj, Dinesh Kumar;  Mandhala, Venkata Naresh;  Bhattacharyya, Debnath;  Kim, Tai-hoon
收藏  |  浏览/下载：14/0  |  提交时间：2021/11/29
Wireless sensors network  Decision support systems  Hybrid neural network  Agricultural cropping systems  Precision agriculture  Automatic smart data mining  
Comparison of Vis/SWNIR and NIR spectrometers combined with different multivariate techniques for estimating soil fertility parameters of calcareous topsoil in an arid climate 期刊论文
发表期刊: BIOSYSTEMS ENGINEERING. 出版年: 2021, 卷号: 201, 页码: 50-66
作者:  Alomar, Samer;  Mireei, Seyed Ahmad;  Hemmat, Abbas;  Masoumi, Amin Allah;  Khademi, Hossein
收藏  |  浏览/下载：12/0  |  提交时间：2021/03/08
Artificial neural networks  Charge-coupled device  Indium-gallium-arsenide  Reflectance spectroscopy  Spectrometer  
Delineating fragmented grassland patches in the tropical region using multi-seasonal synthetic aperture radar (SAR) and optical satellite images 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF REMOTE SENSING. 出版年: 2021, 卷号: 42, 期号: 10, 页码: 3938-3954
作者:  Samrat, A.;  Devy, M. S.;  Ganesh, T.
收藏  |  浏览/下载：3/0  |  提交时间：2021/07/30