Developing pedotransfer functions using Sentinel-2 satellite spectral indices and Machine learning for estimating the surface soil moisture
Author:
Publisher
Elsevier BV
Subject
General Medicine
Reference110 articles.
1. Detecting Sirex noctilio grey-attacked and lightning-struck pine trees using airborne hyperspectral data, random forest and support vector machines classifiers;Abdel-Rahman;ISPRS J. Photogram. Remote Sens.,2014
2. Machine learning to estimate surface soil moisture from remote sensing data;Adab;Water.,2020
3. A new look at the statistical model identification;Akaike;IEEE Trans. Autom. Control,1974
4. Application of the random forest model to predict the plasticity state of vertisols. Journal of;Al Masmoudi;Ecol. Eng.,2021
5. Two new soil moisture indices based on the NIR-red triangle space of Landsat-8 data;Amani;Int. J. Appl. Earth Obs. Geoinf.,2016
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