A comparative study on machine learning modeling for mass movement susceptibility mapping (a case study of Iran)
Author:
Funder
Shiraz University
Publisher
Springer Science and Business Media LLC
Subject
Geology,Geotechnical Engineering and Engineering Geology
Link
http://link.springer.com/content/pdf/10.1007/s10064-020-01915-7.pdf
Reference156 articles.
1. Abdollahi S, Pourghasemi HR, Ghanbarian GA, Safaeian R (2019) Prioritization of effective factors in the occurrence of land subsidence and its susceptibility mapping using an SVM model and their different kernel functions. Bull Eng Geol Environ 78:4017–4034
2. Abdulelah Al-Sudani Z, Salih SQ, Sharafati A, Yaseen ZM (2019) Development of multivariate adaptive regression spline integrated with differential evolution model for streamflow simulation. J Hydrol 573:1–12. https://doi.org/10.1016/j.jhydrol.2019.03.004
3. Achour Y, Pourghasemi HR (2019) How do machine learning techniques help in increasing accuracy of landslide susceptibility maps? Geosci Front. https://doi.org/10.1016/j.gsf.2019.10.001
4. Adnan RM, Liang Z, Heddam S et al (2019) Least square support vector machine and multivariate adaptive regression splines for streamflow prediction in mountainous basin using hydro-meteorological data as inputs. J Hydrol 124371. https://doi.org/10.1016/J.JHYDROL.2019.124371
5. Ahmed B, Dewan A (2017) Application of bivariate and multivariate statistical techniques in landslide susceptibility modeling in Chittagong City Corporation, Bangladesh. Remote Sens 9:304. https://doi.org/10.3390/rs9040304
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