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Digital mapping and spatial modeling of some soil physical and mechanical properties in a semi-arid region of Iran 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2023, 卷号: 195, 期号: 11
作者:  Khosravani, Pegah;  Baghernejad, Majid;  Moosavi, Ali Akbar;  Rezaei, Meisam
收藏  |  浏览/下载：23/0  |  提交时间：2024/09/29
Cubist  Environmental covariate  k-nearest neighbor  Machine learning algorithms  Random forest  Spline function  
Runoff Modeling in Ungauged Catchments Using Machine Learning Algorithm-Based Model Parameters Regionalization Methodology 期刊论文
发表期刊: ENGINEERING. 出版年: 2023, 卷号: 28, 页码: 93-104
作者:  Wu, Houfa;  Zhang, Jianyun;  Bao, Zhenxin;  Wang, Guoqing;  Wang, Wensheng;  Yang, Yanqing;  Wang, Jie
收藏  |  浏览/下载：21/0  |  提交时间：2024/09/29
Parameters estimation  Ungauged catchments  Regionalization scheme  Machine learning algorithms  Soil and water assessment tool model  
Prediction of groundwater level fluctuations under climate change based on machine learning algorithms in the Mashhad Aquifer, Iran 期刊论文
发表期刊: JOURNAL OF WATER AND CLIMATE CHANGE. 出版年: 2023, 卷号: 14, 期号: 3, 页码: 1039-1059
作者:  Panahi, Ghasem;  Hassanzadeh Eskafi, Mahya;  Faridhosseini, Alireza;  Khodashenas, Saeed Reza;  Rohani, Abbas
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/29
climate change  CMIP6 model  groundwater level  machine learning algorithms  
An Ensemble Learning Approach for Land Use/Land Cover Classification of Arid Regions for Climate Simulation: A Case Study of Xinjiang, Northwest China 期刊论文
发表期刊: IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. 出版年: 2023, 卷号: 16, 页码: 2413-2426
作者:  Du, Haoyang;  Li, Manchun;  Xu, Yunyun;  Zhou, Chen
收藏  |  浏览/下载：12/0  |  提交时间：2024/09/29
Ensemble learning  Classification algorithms  Remote sensing  Support vector machines  Machine learning algorithms  Climate change  Radio frequency  Arid areas  China  ensemble learning  land use  land cover classification  machine learning  
Hyperspectral Estimation of Soil Organic Carbon Content Based on Continuous Wavelet Transform and Successive Projection Algorithm in Arid Area of Xinjiang, China 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2023, 卷号: 15, 期号: 3
作者:  Huang, Xiaoyu;  Wang, Xuemei;  Baishan, Kawuqiati;  An, Baisong
收藏  |  浏览/下载：22/0  |  提交时间：2024/09/29
soil organic carbon content  visible-near infrared spectroscopy  continuous wavelet transform  successive projections algorithm  machine learning algorithms  
Drought disaster monitoring and land use dynamics: identification of drought drivers using regression-based algorithms 期刊论文
发表期刊: NATURAL HAZARDS. 出版年: 2022
作者:  Orimoloye, Israel R.;  Olusola, Adeyemi O.;  Belle, Johanes A.;  Pande, Chaitanya B.;  Ololade, Olusola O.
收藏  |  浏览/下载：31/0  |  提交时间：2022/03/17
Drought disaster  Land use dynamics  Drought drivers  Machine learning  Regression-based algorithms  
Improved Lithological Map of Large Complex Semi-Arid Regions Using Spectral and Textural Datasets within Google Earth Engine and Fused Machine Learning Multi-Classifiers 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 21
作者:  Serbouti, Imane;  Raji, Mohammed;  Hakdaoui, Mustapha;  El Kamel, Fouad;  Pradhan, Biswajeet;  Gite, Shilpa;  Alamri, Abdullah;  Maulud, Khairul Nizam Abdul;  Dikshit, Abhirup
收藏  |  浏览/下载：19/0  |  提交时间：2024/09/20
machine learning algorithms  google earth engine  dempster-shafer theory  lithological mapping  Sentinel 2A  Moroccan Meseta  
YIELD FORECASTING AND ASSESSMENT OF INTERANNUAL WHEAT YIELD VARIABILITY USING MACHINE LEARNING APPROACH IN SEMI-ARID ENVIRONMENT 期刊论文
发表期刊: PAKISTAN JOURNAL OF AGRICULTURAL SCIENCES. 出版年: 2021, 卷号: 58, 期号: 2, 页码: 461-470
作者:  Kanwal, Hafiza Hamrah;  Ahmad, Ishfaq;  Ahmad, Ashfaq;  Li, Yongfu
收藏  |  浏览/下载：34/0  |  提交时间：2021/07/30
Image classification  Machine learning algorithms  Yield forecasting  Interannual variability  
Computational Modeling of Dementia Prediction Using Deep Neural Network: Analysis on OASIS Dataset 期刊论文
发表期刊: IEEE ACCESS. 出版年: 2021, 卷号: 9, 页码: 42449-42462
作者:  Basheer, Shakila;  Bhatia, Surbhi;  Sakri, Sapiah Binti
收藏  |  浏览/下载：38/0  |  提交时间：2021/07/30
Feature extraction  Deep learning  Magnetic resonance imaging  Machine learning  Predictive models  Neuroimaging  Prediction algorithms  Dementia  Alzheimer’  s disease  neural network models  machine learning  deep learning  convolutional neural networks  capsule networks  
Extracting Information on Rocky Desertification from Satellite Images: A Comparative Study 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 13
作者:  Pu, Junwei;  Zhao, Xiaoqing;  Dong, Pinliang;  Wang, Qian;  Yue, Qifa
收藏  |  浏览/下载：28/0  |  提交时间：2021/07/30
rocky desertification  open-access satellite image  information extraction  machine-learning algorithms  southwest China