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Timely monitoring of soil water-salt dynamics within cropland by hybrid spectral unmixing and machine learning models 期刊论文
发表期刊: INTERNATIONAL SOIL AND WATER CONSERVATION RESEARCH. 出版年: 2024, 卷号: 12, 期号: 3, 页码: 726-740
作者:  Du, Ruiqi;  Chen, Junying;  Xiang, Youzhen;  Xiang, Ru;  Yang, Xizhen;  Wang, Tianyang;  He, Yujie;  Wu, Yuxiao;  Yin, Haoyuan;  Zhang, Zhitao;  Chen, Yinwen
收藏  |  浏览/下载：32/0  |  提交时间：2024/10/04
XGBoost  Sentinel-2  Spectral unmixing  Soil water  Soil salt  Irrigation area  
Optimizing Active Disturbance Rejection Control for a Stubble Breaking and Obstacle Avoiding Control System 期刊论文
发表期刊: AGRICULTURE-BASEL. 出版年: 2024, 卷号: 14, 期号: 5
作者:  Zhu, Huibin;  Huang, Tao;  Bai, Lizhen;  Zhang, Wenkai
收藏  |  浏览/下载：19/0  |  提交时间：2024/10/04
stubble breaking device  obstacle avoidance system  optimized motor control algorithm  fuzzy ADRC  BPNN optimization  hardware-in-the-loop simulation platform  
Soil respiration estimation in desertified mining areas based on UAV remote sensing and machine learning 期刊论文
发表期刊: EARTH SCIENCE INFORMATICS. 出版年: 2023, 卷号: 16, 期号: 4, 页码: 3433-3448
作者:  Liu, Ying;  Lin, Jiaquan;  Yue, Hui
收藏  |  浏览/下载：22/0  |  提交时间：2024/09/29
Soil respiration  UAV remote sensing  Desertification mining area  Particle swarm optimization  Support vector regression  
Short-term prediction of reference crop evapotranspiration based on machine learning with different decomposition methods in arid areas of China 期刊论文
发表期刊: AGRICULTURAL WATER MANAGEMENT. 出版年: 2023, 卷号: 279
作者:  Lu, Yingjie;  Li, Tao;  Hu, Hui;  Zeng, Xuemei
收藏  |  浏览/下载：25/0  |  提交时间：2024/09/29
Reference crop evapotranspiration  Prediction model  Decomposition algorithm  Neural network  Xinjiang region  
Prediction of spatial distribution characteristics of ecosystem functions based on a minimum data set of functional traits of desert plants 期刊论文
发表期刊: FRONTIERS IN PLANT SCIENCE. 出版年: 2023, 卷号: 14
作者:  Chen, Yudong;  Wang, Jinlong;  Jiang, Lamei;  Li, Hanpeng;  Wang, Hengfang;  Lv, Guanghui;  Li, Xiaotong
收藏  |  浏览/下载：19/0  |  提交时间：2024/09/29
arid regions  random forest  regression kriging  semi-variable functions  spatial variation  
Integrating Active and Passive Remote Sensing Data for Mapping Soil Salinity Using Machine Learning and Feature Selection Approaches in Arid Regions 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2023, 卷号: 15, 期号: 7
作者:  Mohamed, Sayed A.;  Metwaly, Mohamed M.;  Metwalli, Mohamed R.;  AbdelRahman, Mohamed A. E.;  Badreldin, Nasem
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/29
machine learning  feature selection  soil salinity  arid regions  
Estimation of Spring Maize Evapotranspiration in Semi-Arid Regions of Northeast China Using Machine Learning: An Improved SVR Model Based on PSO and RF Algorithms 期刊论文
发表期刊: WATER. 出版年: 2023, 卷号: 15, 期号: 8
作者:  Hou, Wenjie;  Yin, Guanghua;  Gu, Jian;  Ma, Ningning
收藏  |  浏览/下载：20/0  |  提交时间：2024/09/29
spring maize  crop evapotranspiration  support vector regression  particle swarm optimization  random forest  
Estimation of Surface Soil Organic Carbon Content in Lakeside Oasis Based on Hyperspectral Wavelet Energy Feature Vector 期刊论文
发表期刊: SPECTROSCOPY AND SPECTRAL ANALYSIS. 出版年: 2023, 卷号: 43, 期号: 12, 页码: 3853-3861
作者:  Meng Shan;  Li Xin-guo
收藏  |  浏览/下载：22/0  |  提交时间：2024/09/29
Soil organic carbon content  Wavelet energy feature vector  Decomposition scale  Characteristic band screening  Lakeside Oasis  
Study on Remote Sensing Image Classification of Oasis Area Based on ENVI Deep Learning 期刊论文
发表期刊: POLISH JOURNAL OF ENVIRONMENTAL STUDIES. 出版年: 2023, 卷号: 32, 期号: 3, 页码: 2231-2242
作者:  Ma, Hong;  Zhao, Wenju;  Li, Fenhua;  Yan, Honghua;  Liu, Yuhang
收藏  |  浏览/下载：13/0  |  提交时间：2024/09/29
remote sensing image  classification method  Kappa coefficient  deep learning  Oasis area  
Estimation of Arsenic Content in Soil Based on Continuous Wavelet Transform 期刊论文
发表期刊: SPECTROSCOPY AND SPECTRAL ANALYSIS. 出版年: 2023, 卷号: 43, 期号: 1, 页码: 206-212
作者:  Wang Xue-mei;  Yumiti Maiming;  Huang Xiao-yu;  Li Rui;  Liu Dong
收藏  |  浏览/下载：27/0  |  提交时间：2024/09/29
Wavelet basis function  Decomposition scale  Wavelet coefficient  Machine learning algorithm model  Arsenic