A Novel Ensemble Artificial Intelligence Approach for Gully Erosion Mapping in a Semi-Arid Watershed (Iran)

In this study, we introduced a novel hybrid artificial intelligence approach of rotation forest (RF) as a Meta/ensemble classifier based on alternating decision tree (ADTree) as a base classifier called RF-ADTree in order to spatially predict gully erosion at Klocheh watershed of Kurdistan province,...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Tien Bui, Dieu, Shirzadi, Ataollah, Shahabi, Himan, Chapi, Kamran, Omidavr, Ebrahim, Pham, Binh Thai, Talebpour Asl, Dawood, Khaledian, Hossein, Pradhan, Biswajeet, Panahi, Mahdi, Bin Ahmad, Baharin, Rahmani, Hosein, Gróf, Gyula, Lee, Saro
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2019
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6603737/
https://ncbi.nlm.nih.gov/pubmed/31146336
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s19112444
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