Combining Multitemporal Sentinel-2A Spectral Imaging and Random Forest to Improve the Accuracy of Soil Organic Matter Estimates in the Plough Layer for Cultivated Land
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- Ying-Qiang Song & Lian-An Yang & Bo Li & Yue-Ming Hu & An-Le Wang & Wu Zhou & Xue-Sen Cui & Yi-Lun Liu, 2017. "Spatial Prediction of Soil Organic Matter Using a Hybrid Geostatistical Model of an Extreme Learning Machine and Ordinary Kriging," Sustainability, MDPI, vol. 9(5), pages 1-17, May.
- Siyu Tang & Chong Du & Tangzhe Nie, 2022. "Inversion Estimation of Soil Organic Matter in Songnen Plain Based on Multispectral Analysis," Land, MDPI, vol. 11(5), pages 1-18, April.
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- Xayida Subi & Mamattursun Eziz & Qing Zhong, 2023. "Hyperspectral Estimation Model of Organic Matter Content in Farmland Soil in the Arid Zone," Sustainability, MDPI, vol. 15(18), pages 1-13, September.
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Keywords
soil organic matter; spectral indices; random forest; cultivated land; Sentinel-2A;All these keywords.
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