Pixels to pasture: Using machine learning and multispectral remote sensing to predict biomass and nutrient quality in tropical grasslands

Author:

Zwick Mike,Cardoso Juan Andres,Gutiérrez-Zapata Diana MaríaORCID,Cerón-Muñoz MarioORCID,Gutiérrez Jhon Freddy,Raab ChristophORCID,Jonsson NicholasORCID,Escobar Miller,Roberts KennyORCID,Barrett BrianORCID

Funder

UK Research and Innovation

BBSRC

Publisher

Elsevier BV

Reference153 articles.

1. Partial least square regression (pls regression);Abdi;Encycl. Res. Methods Social Sci.,2003

2. Partial least squares regression and projection on latent structure regression (PLS Regression);Abdi;Wiley Interdiscip. Rev. Comput. Stat.,2010

3. Satellite remote sensing of grasslands: from observation to management;Ali;J. Plant Ecol.,2016

4. Modeling managed grassland biomass estimation by using multitemporal remote sensing data—a machine learning approach;Ali;IEEE J. Sel. Top. Appl. Earth Obs. Rem. Sens.,2016

5. Plant nutrition in tropical forestry;Alvarado-Hernandez;Tropical forestry handbook,2015

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