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Gully Erosion Susceptibility Assessment Using Different Machine Learning Algorithms: A Case Study of Shazand Watershed in Iran 期刊论文
发表期刊: ENVIRONMENTAL MODELING & ASSESSMENT. 出版年: 2024, 卷号: 29, 期号: 2, 页码: 249-261
作者:  Mohammady, Majid;  Davudirad, Aliakbar
收藏  |  浏览/下载：24/0  |  提交时间：2024/10/04
Boosted regression tree  Functional discriminant analysis  Gully erosion  Generalized linear model  Mixture discriminant analysis  Random forest  
Novel Ensemble Machine Learning Modeling Approach for Groundwater Potential Mapping in Parbhani District of Maharashtra, India 期刊论文
发表期刊: WATER. 出版年: 2023, 卷号: 15, 期号: 3
作者:  Masroor, Md;  Sajjad, Haroon;  Kumar, Pankaj;  Saha, Tamal Kanti;  Rahaman, Md Hibjur;  Choudhari, Pandurang;  Kulimushi, Luc Cimusa;  Pal, Swades;  Saito, Osamu
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/29
groundwater potential zones  multi-layer perceptron  random forest  support vector regression  ensemble model  Parbhani  
Random regression for modeling soybean plant response to irrigation changes using time-series multispectral data 期刊论文
发表期刊: FRONTIERS IN PLANT SCIENCE. 出版年: 2023, 卷号: 14
作者:  Sakurai, Kengo;  Toda, Yusuke;  Hamazaki, Kosuke;  Ohmori, Yoshihiro;  Yamasaki, Yuji;  Takahashi, Hirokazu;  Takanashi, Hideki;  Tsuda, Mai;  Tsujimoto, Hisashi;  Kaga, Akito;  Nakazono, Mikio;  Fujiwara, Toru;  Iwata, Hiroyoshi
收藏  |  浏览/下载：12/0  |  提交时间：2024/09/29
plant response  irrigation change  drought stress  single environmental trial  multispectral (MS)  time-series  random regression model (RRM)  Glycine max (L.) Merr  
Elucidating genotype by environment interaction over the growth trajectory of Malpura sheep in the semi-arid region of India through Random regression model 期刊论文
发表期刊: SMALL RUMINANT RESEARCH. 出版年: 2022, 卷号: 216
作者:  Dhakad, Govind Singh;  Saini, Samita;  Mallick, P. K.;  Misra, S. S.;  Gowane, G. R.;  Sharma, Sanjita;  Prakash, Ved;  Kumar, Arun;  Mahala, Sudarshan;  Singh, Navav
收藏  |  浏览/下载：16/0  |  提交时间：2024/09/20
Animal model  Genotypes by environment interaction  Malpura sheep  Random regression model  Sire re-ranking  
Drought and water-use efficiency are dominant environmental factors affecting greenness in the Yellow River Basin, China 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2022, 卷号: 834
作者:  Qin, Gexia;  Meng, Zhiyuan;  Fu, Yang
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/20
Greenness  Attribution detection  Random forest regression  Structural equation model  Yellow River basin  
Dew amount and its long-term variation in the Kunes River Valley, Northwest China 期刊论文
发表期刊: JOURNAL OF ARID LAND. 出版年: 2022, 卷号: 14, 期号: 7, 页码: 753-770
作者:  Feng Ting;  Huang Farong;  Zhu Shuzhen;  Bu Lingjie;  Qi Zhiming;  Li Lanhai
收藏  |  浏览/下载：21/0  |  提交时间：2024/09/20
dew amount  long-term variation  meteorological variables  random forest model  multiple linear regression model  Kunes River Valley  
Evapotranspiration Response to Climate Change in Semi-Arid Areas: Using Random Forest as Multi-Model Ensemble Method 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 2
作者:  Ruiz- Alvarez, Marcos;  Gomariz-Castillo, Francisco;  Alonso-Sarria, Francisco
收藏  |  浏览/下载：39/0  |  提交时间：2021/03/08
random forest regression  reference evapotranspiration  multi-model ensembles  Climate Change  fifth assessment report  random forest regression kriging  Kling-Gupta efficiency  
基于优化随机森林回归模型的土壤盐渍化反演 期刊论文
发表期刊: 地球信息科学学报. 出版年: 2021, 卷号: 23, 期号: 9, 页码: 1662-1674
作者:  杨练兵;  陈春波;  郑宏伟;  罗格平;  尚白军;  Olaf Hellwich
收藏  |  浏览/下载：19/0  |  提交时间：2022/03/18
soil salinity content  synchronization optimization  Random Forests Regression  Bayesian Optimization Algorithm  Genetic Algorithm  Elastic Net  inversion parameters subset  model parameters  
Use of Random regression model for modeling growth trajectory in Jamunapari goat in the semi-arid region of India 期刊论文
发表期刊: LIVESTOCK SCIENCE. 出版年: 2021, 卷号: 253
作者:  Dige, Mahesh Shivanand;  Rout, Pramod Kumar;  Singh, Manoj Kumar;  Bhusan, Saket;  Kaushik, Rakesh;  Mahala, Sudarshan;  Gowane, Gopal Ramdasji
收藏  |  浏览/下载：14/0  |  提交时间：2021/11/29
Animal model  Genotypes by environment interaction  Jamunapari goat  Random regression model  Sire re-ranking  
Quad-PolSAR data classification using modified random forest algorithms to map halophytic plants in arid areas 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION. 出版年: 2018, 卷号: 73, 页码: 503-521
作者:  Samat, Alim;  Gamba, Paolo;  Liu, Sicong;  Miao, Zelang;  Li, Erzhu;  Abuduwaili, Jilili
收藏  |  浏览/下载：29/0  |  提交时间：2019/11/29
Polarization signature  Random M5 model forest  Classification via random forest regression  Halophytic plants  ALOS-2  PolSAR image classification