Optimizing Sentinel-2 feature space for improved crop biophysical and biochemical variables retrieval using the novel spectral triad feature selection algorithm

Author:

Kganyago Mahlatse12ORCID,Adjorlolo Clement23,Mhangara Paidamwoyo2

Affiliation:

1. Department of Geography, Environmental Management and Energy Studies, University of Johannesburg, Johannesburg, South Africa

2. School of Geography, Archaeology and Environmental Studies, University of the Witwatersrand, Johannesburg, South Africa

3. African Union Development Agency (AUDA-NEPAD), Johannesburg, South Africa

Publisher

Informa UK Limited

Reference48 articles.

1. Breiman L Cutler A Liaw A Wiener M. 2018. Package ‘RandomForest’ - Breiman and Cutler’s Random Forests for Classification and Regression. CRAN Repository. L Breiman A Cutler A Liaw M. Wiener

2. Estimating Corn Leaf Chlorophyll Concentration from Leaf and Canopy Reflectance

3. A red-edge spectral index for remote sensing estimation of green LAI over agroecosystems

4. Retrieval of the canopy chlorophyll content from Sentinel-2 spectral bands to estimate nitrogen uptake in intensive winter wheat cropping systems

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