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Assessing the performance of wind erosion prediction models of RWEQ and SWEEP by direct measurements in an arid region 期刊论文
发表期刊: SOIL & TILLAGE RESEARCH. 出版年: 2024, 卷号: 240
作者:  Kaplan, Sema;  Basaran, Mustafa;  Erpul, Gunay
收藏  |  浏览/下载：25/0  |  提交时间：2024/10/04
Soil loss  Wind erosion  Predictive models  Land use  
A Global Meta-Analysis of Soil Salinity Prediction Integrating Satellite Remote Sensing, Soil Sampling, and Machine Learning 期刊论文
发表期刊: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 出版年: 2022
作者:  Shi, Haiyang;  Hellwich, Olaf;  Luo, Geping;  Chen, Chunbo;  He, Huili;  Ochege, Friday Uchenna;  Van de Voorde, Tim;  Kurban, Alishir;  de Maeyer, Philippe
收藏  |  浏览/下载：59/0  |  提交时间：2022/02/12
Salinity (geophysical)  Soil  Vegetation mapping  Satellites  Predictive models  Data models  Geography  Hyperspectral  machine learning  multispectral  remote sensing  satellite  soil salinity  
Multi-Vehicle Collaborative Learning for Trajectory Prediction With Spatio-Temporal Tensor Fusion 期刊论文
发表期刊: IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS. 出版年: 2022, 卷号: 23, 期号: 1
作者:  Wang, Yu;  Zhao, Shengjie;  Zhang, Rongqing;  Cheng, Xiang;  Yang, Liuqing
收藏  |  浏览/下载：29/0  |  提交时间：2022/03/17
Trajectory  Predictive models  Generative adversarial networks  Collaborative work  Tensile stress  Intelligent vehicles  Gallium nitride  Collaborative learning  spatio-temporal tensor fusion  vehicle trajectory prediction  generative adversarial networks  
Integrating Remote Sensing and Machine Learning for Regional-Scale Habitat Mapping: Advances and Future Challenges for Desert Locust Monitoring 期刊论文
发表期刊: IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE. 出版年: 2021
作者:  Rhodes, Kristen;  Sagan, Vasit
收藏  |  浏览/下载：46/0  |  提交时间：2022/02/12
Remote sensing  Data models  Biological system modeling  Predictive models  Machine learning  Vegetation mapping  Temperature measurement  
Enabling Efficient Model-Free Control of Large-Scale Canals by Exploiting Domain Knowledge 期刊论文
发表期刊: IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS. 出版年: 2021, 卷号: 68, 期号: 9, 页码: 8730-8742
作者:  Ren, Tao;  Niu, Jianwei;  Shu, Lei;  Hancke, Gerhard P.;  Wu, Jiyan;  Liu, Xuefeng;  Xu, Mingliang
收藏  |  浏览/下载：58/0  |  提交时间：2021/07/30
Irrigation  Hidden Markov models  Logic gates  Predictive models  Aerospace electronics  Learning (artificial intelligence)  Machine learning  Control experience  deep reinforcement learning (DRL)  large-scale canal  model-free control  simulations on Chinese largest water-delivery project (SNWTP)  
Highly Accurate Prediction Model for Daily Runoff in Semi-Arid Basin Exploiting Metaheuristic Learning Algorithms 期刊论文
发表期刊: IEEE ACCESS. 出版年: 2021, 卷号: 9, 页码: 92500-92515
作者:  Aoulmi, Yamina;  Marouf, Nadir;  Amireche, Mohamed;  Kisi, Ozgur;  Shubair, Raed M.;  Keshtegar, Behrooz
收藏  |  浏览/下载：37/0  |  提交时间：2021/11/19
Predictive models  Artificial neural networks  Genetic algorithms  Data models  Training  Computational modeling  Optimization  Rainfall-runoff models  artificial neural network (ANN)  genetic algorithms (GA)  particle swarm optimization (PSO)  firefly algorithm (FFA)  improved particle swarm optimization (IPSO)  Seybouse watershed  semi-arid region  
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：44/0  |  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  
An Efficient Model-Free Approach for Controlling Large-Scale Canals via Hierarchical Reinforcement Learning 期刊论文
发表期刊: IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS. 出版年: 2021, 卷号: 17, 期号: 6, 页码: 4367-4378
作者:  Ren, Tao;  Niu, Jianwei;  Liu, Xuefeng;  Wu, Jiyan;  Lei, Xiaohui;  Zhang, Zhao
收藏  |  浏览/下载：47/0  |  提交时间：2021/07/30
Irrigation  Water resources  Logic gates  Predictive models  Reinforcement learning  Genetic algorithms  Numerical models  Canal control  hierarchical reinforcement learning (HRL)  model-free  multipool  south to north water transfer project  
Proposition of New Ensemble Data-Intelligence Models for Surface Water Quality Prediction 期刊论文
发表期刊: IEEE ACCESS. 出版年: 2021, 卷号: 9, 页码: 108527-108541
作者:  Al-Sulttani, Ali Omran;  Al-Mukhtar, Mustafa;  Roomi, Ali B.;  Farooque, Aitazaz Ahsan;  Khedher, Khaled Mohamed;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：19/0  |  提交时间：2021/11/19
Predictive models  Rivers  Water resources  Water quality  Water pollution  Computational modeling  Adaptation models  Semi-arid region  river water quality  biochemical oxygen demand  principal component analysis  
Classification and Prediction of Natural Streamflow Regimes in Arid Regions of the USA 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 3
作者:  Merritt, Angela M.;  Lane, Belize;  Hawkins, Charles P.
收藏  |  浏览/下载：26/0  |  提交时间：2021/03/08
flow regimes  arid regions  classification  predictive models  nonperennial  ephemeral  perennial