Arid

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Comparison of Data Fusion Methods in Fusing Satellite Products and Model Simulations for Estimating Soil Moisture on Semi-Arid Grasslands 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2023, 卷号: 15, 期号: 15
作者:  Zhu, Yi;  Zhang, Lanhui;  Li, Feng;  Xu, Jiaxin;  He, Chansheng
收藏  |  浏览/下载:23/0  |  提交时间:2024/09/29
soil moisture  data fusion  Back-Propagation Artificial Neural Network (BPANN)  Ensemble Kalman Filter (EnKF)  semi-arid grasslands  Soil Moisture Active and Passive (SMAP)  Community Land Model 5  0 (CLM5  0)  Cosmic-Ray Neutron Sensor (CRNS)  
The accuracy improvement of sap flow prediction in Picea crassifolia Kom. based on the back-propagation neural network model 期刊论文
发表期刊: HYDROLOGICAL PROCESSES. 出版年: 2022, 卷号: 36, 期号: 2
作者:  Li, Yuanhang;  Chen, Qi;  He, Kangning;  Wang, Zuoxiao
收藏  |  浏览/下载:14/0  |  提交时间:2024/09/20
driving factors  Picea crassifolia Kom  sap flow density  the back-propagation neural network  time-lag effect  water stress and non-water stress conditions  
Inversion of Soil Salinity Using Multisource Remote Sensing Data and Particle Swarm Machine Learning Models in Keriya Oasis, Northwestern China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 3
作者:  Wei, Qinyu;  Nurmemet, Ilyas;  Gao, Minhua;  Xie, Boqiang
收藏  |  浏览/下载:48/0  |  提交时间:2022/03/17
soil salinization  particle swarm optimization  support vector regression  back-propagation neural network  PALSAR  
再生水回用行为引导政策作用效果仿真 期刊论文
发表期刊: 中国人口·资源与环境. 出版年: 2021, 卷号: 31, 期号: 3, 页码: 161-170
作者:  丁超;  付汉良;  何玉麒;  王振华;  吴思美;  王萌萌
收藏  |  浏览/下载:40/0  |  提交时间:2021/11/19
Agent-based Model  recycled water reuse  public acceptance  behavioral guiding policy  back propagation neural network  agent-based model  
Estimation of surface water quality parameters based on hyper-spectral and 3D-EEM fluorescence technologies in the Ebinur Lake Watershed, China 期刊论文
发表期刊: PHYSICS AND CHEMISTRY OF THE EARTH. 出版年: 2020, 卷号: 118
作者:  Zhang, Fei;  Wang, Xiaoping;  Chen, Yun;  Airiken, Muhadaisi
收藏  |  浏览/下载:19/0  |  提交时间:2021/01/07
Back propagation-artificial neural network (BPANN)  Three-dimensional excitation-emission matrix (3D-EEM)  Fluorescence spectral  Hyper-spectral  Water quality parameters (WQPs)  
Estimation of summer maize evapotranspiration using MARS model in the semi-arid region of northwest China 期刊论文
发表期刊: COMPUTERS AND ELECTRONICS IN AGRICULTURE. 出版年: 2020, 卷号: 174
作者:  Shan, Xiaoqin;  Cui, Ningbo;  Cai, Huanjie;  Hu, Xiaotao;  Zhao, Lu
收藏  |  浏览/下载:23/0  |  提交时间:2021/01/07
Evapotranspiration  Summer maize  Multivariate adaptive regression splines  Back-propagation neural network  Empirical models  
Groundwater Level Prediction for the Arid Oasis of Northwest China Based on the Artificial Bee Colony Algorithm and a Back-propagation Neural Network with Double Hidden Layers 期刊论文
发表期刊: WATER. 出版年: 2019, 卷号: 11, 期号: 4
作者:  Li, Huanhuan;  Lu, Yudong;  Zheng, Ce;  Yang, Mi;  Li, Shuangli
收藏  |  浏览/下载:17/0  |  提交时间:2019/11/29
artificial bee colony algorithm  double hidden layers  back-propagation neural network  groundwater level prediction  arid oasis  
An inexact irrigation water allocation optimization model under future climate change 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2019, 卷号: 33, 期号: 1, 页码: 271-285
作者:  Wang, Youzhi;  Liu, Liu;  Guo, Ping;  Zhang, Chenglong;  Zhang, Fan;  Guo, Shanshan
收藏  |  浏览/下载:13/0  |  提交时间:2019/11/29
Climate change  Interval linear programming  Statistical downscaling  Back propagation neural network  Hargreaves model  Irrigation water allocation  Uncertainty  
Comparison of BP, PSO-BP and statistical models for predicting daily global solar radiation in arid Northwest China 期刊论文
发表期刊: COMPUTERS AND ELECTRONICS IN AGRICULTURE. 出版年: 2019, 卷号: 164
作者:  Zhang, Yixuan;  Cui, Ningbo;  Feng, Yu;  Gong, Daozhi;  Hu, Xiaotao
收藏  |  浏览/下载:18/0  |  提交时间:2019/11/29
Global solar radiation  Back-propagation neural network  Particle swarm optimization  angstrom ngstrom-Prescott model  Bristow-Campbell model  
基于谐波分析算法的干旱区绿洲土壤光谱特性研究 期刊论文
发表期刊: 光学学报. 出版年: 2019, 卷号: 39, 期号: 2
作者:  张子鹏;  丁建丽;  王敬哲
收藏  |  浏览/下载:22/0  |  提交时间:2019/11/29
remote sensing  hyperspectral  organic matter  harmonic analysis  principal component analysis  genetic algorithm  back propagation neural network