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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Vydáno v:Sensors (Basel)
Hlavní autoři: 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
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI 2019
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On-line přístup: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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