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Mapping of dust source susceptibility by remote sensing and machine learning techniques (case study: Iran-Iraq border) 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2023, 卷号: 30, 期号: 10, 页码: 27965-27979
作者:  Pourhashemi, Sima;  Asadi, Mohammad Ali Zangane;  Boroughani, Mahdi;  Azadi, Hossein
收藏  |  浏览/下载：22/0  |  提交时间：2024/09/29
Dust storm  Multivariate adaptive regression spline (MARS)  Random forest (RF)  Logistic regression (LR)  
Spatiotemporal Interaction Between Rural Settlements and Cultivated Land in Karst Mountainous Area, China 期刊论文
发表期刊: CHINESE GEOGRAPHICAL SCIENCE. 出版年: 2023, 卷号: 33, 期号: 5, 页码: 946-965
作者:  Lin, Feifei;  Cheng, Peng;  Kong, Xuesong
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/29
cultivated land  rural settlements  landscape pattern  logistic regression  geographical detector  karst mountainous area  
Unsupervised segmentation and clustering time series approach to Southern Africa rainfall regime changes 期刊论文
发表期刊: GEOSCIENCE DATA JOURNAL. 出版年: 2023
作者:  Chipindu, Lovemore;  Mupangwa, Walter;  Nyagumbo, Isaiah;  Zaman-Allah, Mainassara
收藏  |  浏览/下载：24/0  |  提交时间：2024/09/29
ARIMA  coastal  Facebook Prophet  hidden Markov model regression  regression with hidden logistic process  semi-arid  sub-humid  
A Historical-Projected Analysis in Land Use/Land Cover in Developing Arid Region Using Spatial Differences and Its Relation to the Climate 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2023, 卷号: 15, 期号: 3
作者:  Hasan, Nivin Abdelrahim;  Yang, Dongkai;  Al-Shibli, Fayha
收藏  |  浏览/下载：16/0  |  提交时间：2024/09/29
Land Use  Land Cover  CMIP5  ERA5  drought  Logistic Regression  Artificial Neural Networks  climate variables and extremes  
Farming with Trees for Soil Fertility, Moisture Retention and Crop Productivity Improvement: Perceptions from Farmers in Rwanda 期刊论文
发表期刊: SMALL-SCALE FORESTRY. 出版年: 2023, 卷号: 22, 期号: 4, 页码: 649-667
作者:  Cyamweshi, R. A.;  Kuyah, S.;  Mukuralinda, A.;  Ngango, J.;  Mbaraka, S. R.;  Manirere, J. D.;  Muthuri, W. C.
收藏  |  浏览/下载：13/0  |  提交时间：2024/09/29
Tree management  Ecosystem benefits  Logistic regression  Education level  Farmers' knowledge  
Adaptive change of land use to nature and society in China?s agro-pastoral ecotone 期刊论文
发表期刊: LAND USE POLICY. 出版年: 2023, 卷号: 126
作者:  Geng, Xin;  Hu, Shi;  Wang, Xunming;  Cai, Diwen;  Gong, Yuan
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/29
Land use and cover change (LUCC)  Agro-pastoral ecotone  Binary logistic regression model  Open-scenario  Land use policy  
Modeling the effects of climate change on the potential distribution of the rangeland species Gymnocarpus decander Forssk (case study: Arid region of southeastern Iran) 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2022, 卷号: 194, 期号: 1
作者:  Narouei, Masome;  Javadi, Seyed Akbar;  Khodagholi, Morteza;  Jafari, Mohammad;  Azizinejad, Reza
收藏  |  浏览/下载：39/0  |  提交时间：2022/02/12
Species distribution modeling  Climate change  Southeastern Iran  Gymnocarpus decander  Logistic regression  Bioclimatic variables  
Performance analysis of machine learning algorithm of detection and classification of brain tumor using computer vision 期刊论文
发表期刊: ADVANCES IN ENGINEERING SOFTWARE. 出版年: 2022, 卷号: 173
作者:  Shinde, Ashwini S.;  Mahendra, B. M.;  Nejakar, Santosh;  Herur, Santosh M.;  Bhat, Nagaraj
收藏  |  浏览/下载：7/0  |  提交时间：2024/09/20
Artificial Intelligence  MRI  Logistic regression  OASIS  Multilayer Perceptron  
Applications of Bayesian shrinkage prior models in clinical research with categorical responses 期刊论文
发表期刊: BMC MEDICAL RESEARCH METHODOLOGY. 出版年: 2022, 卷号: 22, 期号: 1
作者:  Bhattacharyya, Arinjita;  Pal, Subhadip;  Mitra, Riten;  Rai, Shesh
收藏  |  浏览/下载：16/0  |  提交时间：2024/09/20
Shrinkage priors  Logistic regression  Horseshoe  Dirichlet Laplace  MCMC  Polya-Gamma  Multinomial  ADNI  Pima  Data augmentation  
Flood susceptibility mapping in an arid region of Pakistan through ensemble machine learning model 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2022
作者:  Yaseen, Andaleeb;  Lu, Jianzhong;  Chen, Xiaoling
收藏  |  浏览/下载：30/0  |  提交时间：2022/03/17
Flash flood  Logistic regression  Support vector machine  Multi-layer perceptron  Ensemble classifier