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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：14/0  |  提交时间：2022/03/17
Drought disaster  Land use dynamics  Drought drivers  Machine learning  Regression-based algorithms  
Machine learning-based modeling of saturated hydraulic conductivity in soils of tropical semi-arid zone of India 期刊论文
发表期刊: SADHANA-ACADEMY PROCEEDINGS IN ENGINEERING SCIENCES. 出版年: 2022, 卷号: 47, 期号: 1
作者:  More, Satish Bhaurao;  Deka, Paresh Chandra;  Patil, Amit Prakash;  Naganna, Sujay Raghavendra
收藏  |  浏览/下载：29/0  |  提交时间：2022/03/17
Saturated hydraulic conductivity  Guelph permeameter  ELM  SVM  ANFIS  
Developing machine learning models for prediction of mortality in the medical intensive care unit 期刊论文
发表期刊: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. 出版年: 2022, 卷号: 216
作者:  Nistal-Nuno, Beatriz
收藏  |  浏览/下载：27/0  |  提交时间：2022/03/17
Bayesian network  Medical intensive care unit  Receiver operating characteristic curve  Mortality  Calibration  
Adaptive estimation of multi-regional soil salinization using extreme gradient boosting with Bayesian TPE optimization 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF REMOTE SENSING. 出版年: 2022, 卷号: 43, 期号: 3, 页码: 778-811
作者:  Chen, Baili;  Zheng, Hongwei;  Luo, Geping;  Chen, Chunbo;  Bao, Anming;  Liu, Tie;  Chen, Xi
收藏  |  浏览/下载：15/0  |  提交时间：2022/03/17
Soil salinization  multi-regions  XGBoost  TPE optimization  feature selection  hyper-parameter tuning  
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：10/0  |  提交时间：2022/03/17
hyperspectral data  fractional differential transformation  sine cosine algorithm-Elman  deep extreme learning machine  
Evaluate River Water Salinity in a Semi-Arid Agricultural Watershed by Coupling Ensemble Machine Learning Technique with SWAT Model 期刊论文
发表期刊: JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION. 出版年: 2021
作者:  Jung, Chunggil;  Ahn, Sora;  Sheng, Zhuping;  Ayana, Essayas K.;  Srinivasan, Raghavan;  Yeganantham, Dhanesh
收藏  |  浏览/下载：12/0  |  提交时间：2021/11/29
watershed management  machine learning  SWAT  water salinity  soil texture  irrigation  watershed  surface water  groundwater interactions  
Integration of extreme gradient boosting feature selection approach with machine learning models: application of weather relative humidity prediction 期刊论文
发表期刊: NEURAL COMPUTING & APPLICATIONS. 出版年: 2021
作者:  Tao, Hai;  Awadh, Salih Muhammad;  Salih, Sinan Q.;  Shafik, Shafik S.;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：21/0  |  提交时间：2021/11/29
Relative humidity  XGBoost feature selection  Weather stochasticity  Machine learning  
Study Launches on Extreme Heat Risk in Coastal Communities 科技资讯
发布日期: 2021
收藏  |  浏览/下载：17/0  |  提交时间：2021/06/30
A hybrid framework for forecasting monthly reservoir inflow based on machine learning techniques with dynamic climate forecasts, satellite-based data, and climate phenomenon information 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2021
作者:  Tian, Di;  He, Xiaogang;  Srivastava, Puneet;  Kalin, Latif
收藏  |  浏览/下载：22/0  |  提交时间：2021/11/29
Reservoir inflow forecast  Machine learning  Dynamic climate forecast  Climate indices  Satellite-based soil moisture and evaporation  Multi-model ensemble  
A novel hybrid dragonfly optimization algorithm for agricultural drought prediction 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2021
作者:  Aghelpour, Pouya;  Mohammadi, Babak;  Mehdizadeh, Saeid;  Bahrami-Pichaghchi, Hadigheh;  Duan, Zheng
收藏  |  浏览/下载：19/0  |  提交时间：2021/07/30
Palmer drought severity index  Drought prediction  Dragonfly algorithm  Stochastic model  Iran