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Prediction of soil salinity parameters using machine learning models in an arid region of northwest China 期刊论文
发表期刊: COMPUTERS AND ELECTRONICS IN AGRICULTURE. 出版年: 2023, 卷号: 204
作者:  Xiao, Chao;  Ji, Qingyuan;  Chen, Junqing;  Zhang, Fucang;  Li, Yi;  Fan, Junliang;  Hou, Xianghao;  Yan, Fulai;  Wang, Han
收藏  |  浏览/下载：44/0  |  提交时间：2024/09/29
Soil ions  Random forest  Extreme gradient boosting  Machine learning  Prediction performance  
Modelling groundwater level fluctuations by ELM merged advanced metaheuristic algorithms using hydroclimatic data 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2023, 卷号: 38, 期号: 1
作者:  Adnan, Rana Muhammad;  Dai, Hong-Liang;  Mostafa, Reham R.;  Islam, Abu Reza Md. Towfiqul;  Kisi, Ozgur;  Heddam, Salim;  Zounemat-Kermani, Mohammad
收藏  |  浏览/下载：25/0  |  提交时间：2024/09/29
Groundwater prediction  extreme learning machine  particle swarm optimization  grey wolf optimization  whale optimization algorithm  Harris Hawks optimizer  jellyfish search optimizer  
Study on the effect of extreme learning machine and its variants in differentiating Alzheimer conditions from selective regions of brain MR images 期刊论文
发表期刊: EXPERT SYSTEMS WITH APPLICATIONS. 出版年: 2022, 卷号: 209
作者:  Shaji, Sreelakshmi;  Ronickom, Jac Fredo Agastinose;  Ramaniharan, Anandh Kilpattu;  Swaminathan, Ramakrishnan
收藏  |  浏览/下载：25/0  |  提交时间：2024/09/20
Extreme learning machine  Alzheimer's disease  Magnetic resonance images  Lateral ventricles  Corpus callosum  
Comparison of machine learning and dynamic models for predicting actual vapour pressure when psychrometric data are unavailable 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2022, 卷号: 610
作者:  Qiu, Rangjian;  Li, Longan;  Wu, Lifeng;  Agathokleous, Evgenios;  Liu, Chunwei;  Zhang, Baozhong
收藏  |  浏览/下载：28/0  |  提交时间：2024/09/20
Aridity index  Extreme gradient boosting  Extreme learning machine  Global extreme gradient boosting  Multiple adaptive regression splines  Support vector machine  
Multi-Scale LBP Texture Feature Learning Network for Remote Sensing Interpretation of Land Desertification 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 14
作者:  Wang, Wuli;  Jiang, Yumeng;  Wang, Ge;  Guo, Fangming;  Li, Zhongwei;  Liu, Baodi
收藏  |  浏览/下载：31/0  |  提交时间：2024/09/20
desertification  land cover classification  extreme learning machine  local binary patterns  Horqin Left Wing Rear Banner  
Estimation of Soil Salinization by Machine Learning Algorithms in Different Arid Regions of Northwest China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 2
作者:  Jiang, Xiaofang;  Duan, Hanchen;  Liao, Jie;  Guo, Pinglin;  Huang, Cuihua;  Xue, Xian
收藏  |  浏览/下载：31/0  |  提交时间：2022/03/17
hyperspectral data  fractional differential transformation  sine cosine algorithm-Elman  deep extreme learning machine  
The Role of Soil Salinization in Shaping the Spatio-Temporal Patterns of Soil Organic Carbon Stock 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 13
作者:  Zhang, Wenli;  Zhang, Wei;  Liu, Yubing;  Zhang, Jutao;  Yang, Linshan;  Wang, Zengru;  Mao, Zhongchao;  Qi, Shi;  Zhang, Chengqi;  Yin, Zhenliang
收藏  |  浏览/下载：26/0  |  提交时间：2024/09/20
soil salinity  soil organic carbon  machine learning  extreme gradient boosting models  arid inland regions  
A machine learning model for drought tracking and forecasting using remote precipitation data and a standardized precipitation index from arid regions 期刊论文
发表期刊: JOURNAL OF ARID ENVIRONMENTS. 出版年: 2021, 卷号: 189
作者:  Bouaziz, Moncef;  Medhioub, Emna;  Csaplovisc, Elmar
收藏  |  浏览/下载：39/0  |  提交时间：2021/07/30
Drought  Standardized precipitation index  CHIRPS  Drought forecast  Extreme learning machine  
Deterministic Analysis and Uncertainty Analysis of Ensemble Forecasting Model Based on Variational Mode Decomposition for Estimation of Monthly Groundwater Level 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 2
作者:  Wu, Min;  Feng, Qi;  Wen, Xiaohu;  Yin, Zhenliang;  Yang, Linshan;  Sheng, Danrui
收藏  |  浏览/下载：102/0  |  提交时间：2021/03/08
uncertainty analysis  groundwater level prediction  hybrid predictive model  variational mode decomposition  Boruta technique  extreme learning machine  
Monitoring the soil copper pollution degree based on the reflectance spectrum of an arid desert plant 期刊论文
发表期刊: SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY. 出版年: 2021, 卷号: 263
作者:  Cui, Shichao;  Zhou, Kefa;  Ding, Rufu;  Wang, Jinlin;  Cheng, Yinyi;  Jiang, Guo
收藏  |  浏览/下载：26/0  |  提交时间：2021/11/19
Vegetation index  Copper pollution in soil  Extreme learning machine  Monitoring model  Arid desert plants