Automated Machine Learning Driven Stacked Ensemble Modeling for Forest Aboveground Biomass Prediction Using Multitemporal Sentinel-2 Data

Author:

Naik Parth1ORCID,Dalponte Michele2ORCID,Bruzzone Lorenzo1ORCID

Affiliation:

1. Department of Information Engineering and Computer Science, University of Trento, Trento, Italy

2. Research and Innovation Centre, Fondazione Edmund Mach, via E. Mach 1, San Michele all'Adige, Italy

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Atmospheric Science,Computers in Earth Sciences

Reference90 articles.

1. AutoML: A survey of the state-of-the-art

2. Machine learning and geostatistical approaches for estimating aboveground biomass in Chinese subtropical forests

3. Gradient-based hyperparameter optimization through reversible learning;maclaurin;Proc 32nd Int Conf Mach Learn,2015

4. Automated model design and benchmarking of 3D deep learning models for COVID-19 detection with chest CT scans;he,2021

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