Shirzadi A - Search Results

1

Landslide Susceptibility Mapping Using Machine Learning Algorithms and Remote Sensing Data in a Tropical Environment.

Nhu VH, Mohammadi A, Shahabi H, Ahmad BB, Al-Ansari N, Shirzadi A, Clague JJ, Jaafari A, Chen W, Nguyen H. Nhu VH, et al. Among authors: shirzadi a. Int J Environ Res Public Health. 2020 Jul 8;17(14):4933. doi: 10.3390/ijerph17144933. Int J Environ Res Public Health. 2020. PMID: 32650595 Free PMC article.

2

Shallow Landslide Susceptibility Mapping: A Comparison between Logistic Model Tree, Logistic Regression, Naïve Bayes Tree, Artificial Neural Network, and Support Vector Machine Algorithms.

Nhu VH, Shirzadi A, Shahabi H, Singh SK, Al-Ansari N, Clague JJ, Jaafari A, Chen W, Miraki S, Dou J, Luu C, Górski K, Thai Pham B, Nguyen HD, Ahmad BB. Nhu VH, et al. Among authors: shirzadi a. Int J Environ Res Public Health. 2020 Apr 16;17(8):2749. doi: 10.3390/ijerph17082749. Int J Environ Res Public Health. 2020. PMID: 32316191 Free PMC article.

3

A Robust Deep-Learning Model for Landslide Susceptibility Mapping: A Case Study of Kurdistan Province, Iran.

Ghasemian B, Shahabi H, Shirzadi A, Al-Ansari N, Jaafari A, Kress VR, Geertsema M, Renoud S, Ahmad A. Ghasemian B, et al. Among authors: shirzadi a. Sensors (Basel). 2022 Feb 17;22(4):1573. doi: 10.3390/s22041573. Sensors (Basel). 2022. PMID: 35214473 Free PMC article.

4

Monitoring and Assessment of Water Level Fluctuations of the Lake Urmia and Its Environmental Consequences Using Multitemporal Landsat 7 ETM⁺ Images.

Nhu VH, Mohammadi A, Shahabi H, Shirzadi A, Al-Ansari N, Ahmad BB, Chen W, Khodadadi M, Ahmadi M, Khosravi K, Jaafari A, Nguyen H. Nhu VH, et al. Among authors: shirzadi a. Int J Environ Res Public Health. 2020 Jun 12;17(12):4210. doi: 10.3390/ijerph17124210. Int J Environ Res Public Health. 2020. PMID: 32545634 Free PMC article.

5

Novel forecasting approaches using combination of machine learning and statistical models for flood susceptibility mapping.

Shafizadeh-Moghadam H, Valavi R, Shahabi H, Chapi K, Shirzadi A. Shafizadeh-Moghadam H, et al. Among authors: shirzadi a. J Environ Manage. 2018 Jul 1;217:1-11. doi: 10.1016/j.jenvman.2018.03.089. Epub 2018 Apr 5. J Environ Manage. 2018. PMID: 29579536

6

Land Subsidence Susceptibility Mapping in South Korea Using Machine Learning Algorithms.

Tien Bui D, Shahabi H, Shirzadi A, Chapi K, Pradhan B, Chen W, Khosravi K, Panahi M, Bin Ahmad B, Saro L. Tien Bui D, et al. Among authors: shirzadi a. Sensors (Basel). 2018 Jul 31;18(8):2464. doi: 10.3390/s18082464. Sensors (Basel). 2018. PMID: 30065216 Free PMC article.

7

Novel Hybrid Evolutionary Algorithms for Spatial Prediction of Floods.

Bui DT, Panahi M, Shahabi H, Singh VP, Shirzadi A, Chapi K, Khosravi K, Chen W, Panahi S, Li S, Ahmad BB. Bui DT, et al. Among authors: shirzadi a. Sci Rep. 2018 Oct 18;8(1):15364. doi: 10.1038/s41598-018-33755-7. Sci Rep. 2018. PMID: 30337603 Free PMC article.

8

Novel GIS Based Machine Learning Algorithms for Shallow Landslide Susceptibility Mapping.

Shirzadi A, Soliamani K, Habibnejhad M, Kavian A, Chapi K, Shahabi H, Chen W, Khosravi K, Thai Pham B, Pradhan B, Ahmad A, Bin Ahmad B, Tien Bui D. Shirzadi A, et al. Sensors (Basel). 2018 Nov 5;18(11):3777. doi: 10.3390/s18113777. Sensors (Basel). 2018. PMID: 30400627 Free PMC article.

9

Landslide spatial modelling using novel bivariate statistical based Naïve Bayes, RBF Classifier, and RBF Network machine learning algorithms.

He Q, Shahabi H, Shirzadi A, Li S, Chen W, Wang N, Chai H, Bian H, Ma J, Chen Y, Wang X, Chapi K, Ahmad BB. He Q, et al. Among authors: shirzadi a. Sci Total Environ. 2019 May 1;663:1-15. doi: 10.1016/j.scitotenv.2019.01.329. Epub 2019 Jan 26. Sci Total Environ. 2019. PMID: 30708212

10

Flood susceptibility mapping in Dingnan County (China) using adaptive neuro-fuzzy inference system with biogeography based optimization and imperialistic competitive algorithm.

Wang Y, Hong H, Chen W, Li S, Panahi M, Khosravi K, Shirzadi A, Shahabi H, Panahi S, Costache R. Wang Y, et al. Among authors: shirzadi a. J Environ Manage. 2019 Oct 1;247:712-729. doi: 10.1016/j.jenvman.2019.06.102. Epub 2019 Jul 4. J Environ Manage. 2019. PMID: 31279803

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