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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：18/0  |  提交时间：2024/10/04
Boosted regression tree  Functional discriminant analysis  Gully erosion  Generalized linear model  Mixture discriminant analysis  Random forest  
Regional assessment for the occurrence probability of wind erosion based on the joint probability density function of air density and wind speed 期刊论文
发表期刊: CATENA. 出版年: 2024, 卷号: 243
作者:  Liang, Yushi;  Shen, Yaping;  Zhang, Zeyu;  Ji, Xiaodong;  Zhang, Mulan;  Li, Yiran;  Wang, Yu;  Xue, Xinyue
收藏  |  浏览/下载：26/0  |  提交时间：2024/10/04
Air density  Threshold wind velocity  Joint probability density function  Random forest model  Occurrence probability of wind erosion  Land desertification  
Reproducing surface water isoscapes of 5 18 O and 5 2 H across China: A machine learning approach 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2024, 卷号: 638
作者:  Wu, Huawu;  Fan, Hongxiang;  Li, Jing;  Yue, Fu-Jun;  Lian, Ergang;  Fu, Congsheng;  Lei, Ruiyu;  Ding, Mengyao;  Liu, Jinzhao;  Li, Xiao-Yan
收藏  |  浏览/下载：26/0  |  提交时间：2024/10/04
Isoscapes  Stable isotopes  Secondary evaporation processes  River water  Random Forest model  
Soil salinity estimation based on machine learning using the GF-3 radar and Landsat-8 data in the Keriya Oasis, Southern Xinjiang, China 期刊论文
发表期刊: PLANT AND SOIL. 出版年: 2024, 卷号: 498, 期号: 1-2, 页码: 451-469
作者:  Xiao, Sentian;  Nurmemet, Ilyas;  Zhao, Jing
收藏  |  浏览/下载：22/0  |  提交时间：2024/10/04
Soil salinization estimation  GF-3 data  Random forest model  Polarization decomposition  Multi-source data prediction  
On the development and recovery of soil moisture deficit drought events 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2024, 卷号: 632
作者:  Deng, Simin;  Tan, Xuezhi;  Tan, Xuejin;  Wu, Xinxin;  Huang, Zeqin;  Liu, Yaxin;  Liu, Bingjun
收藏  |  浏览/下载：18/0  |  提交时间：2024/10/04
Soil moisture index  Run theory  Drought development (recovery) period  Instantaneous propagation speed  Random forest model  
Spatial-Temporal and Driving Factors of Land Use/Cover Change in Mongolia from 1990 to 2021 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2023, 卷号: 15, 期号: 7
作者:  Hao, Junming;  Lin, Qingrun;  Wu, Tonghua;  Chen, Jie;  Li, Wangping;  Wu, Xiaodong;  Hu, Guojie;  La, Yune
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/29
land use/cover  Google Earth engine  random forest model  Mongolia  
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：13/0  |  提交时间：2024/09/29
groundwater potential zones  multi-layer perceptron  random forest  support vector regression  ensemble model  Parbhani  
Improved prediction of tree species richness and interpretability of environmental drivers using a machine learning approach 期刊论文
发表期刊: FOREST ECOLOGY AND MANAGEMENT. 出版年: 2023, 卷号: 539
作者:  Brugere, Lian;  Kwon, Youngsang;  Frazier, Amy E.;  Kedron, Peter
收藏  |  浏览/下载：10/0  |  提交时间：2024/09/29
Tree species richness modeling  Generalized linear model  Random forest  Neural networks  Deep learning  FIA  
Prediction of soil hydraulic properties using VIS-NIR spectral data in semi-arid region of Northern Karnataka Plateau 期刊论文
发表期刊: GEODERMA REGIONAL. 出版年: 2022, 卷号: 28
作者:  Dharumarajan, S.;  Lalitha, M.;  Gomez, C.;  Vasundhara, R.;  Kalaiselvi, B.;  Hegde, Rajendra
收藏  |  浏览/下载：53/0  |  提交时间：2022/03/17
Hydraulic properties  Field capacity  Permanent wilting point  Vis-NIR spectroscopy  Random forest model  Alfisols  Vertisols  
Random forest and naive Bayes approaches as tools for flash flood hazard susceptibility prediction, South Ras El-Zait, Gulf of Suez Coast, Egypt 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2022, 卷号: 15, 期号: 3
作者:  Abu El-Magd, Sherif Ahmed
收藏  |  浏览/下载：89/0  |  提交时间：2022/03/17
Machine learning  Flash flood model  Naive Bayes  Random forest  Wadi El-Dib  Egypt