High-performance soil class delineation via UMAP coupled with machine learning in Kurdistan Province, Iran

Author:

Taghizadeh-Mehrjardi Ruhollah,Nabiollahi Kamal,Kebonye Ndiye M.,Kakhani Nafiseh,Ghebleh-Goydaragh Maryam,Heung Brandon,Amirian-Chakan Alireza,Hossaini Sayed Mohammad Taher,Scholten Thomas

Publisher

Elsevier BV

Subject

Soil Science

Reference70 articles.

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2. Dimensionality reduction for visualizing single-cell data using UMAP;Becht;Nat. Biotechnol.,2019

3. Spatial modelling with Euclidean distance fields and machine learning: spatial modelling with Euclidean distance fields;Behrens;Eur. J. Soil Sci.,2018

4. Landsat spectral data for digital soil mapping;Boettinger,2008

5. Principal component analysis as a tool to indicate the origin of potentially toxic elements in soils;Borůvka;Geoderma,2005

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