Litcius/Paper detail

Multi-task convolutional neural networks outperformed random forest for mapping soil particle size fractions in central Iran

Ruhollah Taghizadeh‐Mehrjardi, Masoud Mahdianpari, Fariba Mohammadimanesh, Thorsten Behrens, Norair Toomanian, Thomas Scholten, Karsten Schmidt

2020Geoderma112 citationsDOI

Topics & Concepts

Convolutional neural networkRandom forestMean squared errorSmoothingComputer scienceSiltArtificial intelligenceRobustness (evolution)Test setArtificial neural networkDeep learningPattern recognition (psychology)Machine learningRemote sensingMathematicsStatisticsGeologyComputer visionBiochemistryPaleontologyGeneChemistrySoil Geostatistics and MappingSoil erosion and sediment transportRemote Sensing in Agriculture
Multi-task convolutional neural networks outperformed random forest for mapping soil particle size fractions in central Iran | Litcius