Estimation algorithm for chlorophyll-a concentrations in water from hyperspectral images based on feature derivation and ensemble learning

LightGBM: A Highly Efficient Gradient Boosting Decision Tree

Guolin Ke, Qi Meng, Thomas Finley et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2017 · 9.5K citations · Full text

Computing, Computer Science, Data Mining +16

XGBoost: A Scalable Tree Boosting System

arXiv (Cornell University) · 2016 · 7.1K citations · Full text

Computing, Computer Science, Data Science +16

An Empirical Comparison of Voting Classification Algorithms: Bagging, Boosting, and Variants

Eric Bauer, Ron Kohavi · Machine Learning · 1999 · 2.6K citations · Full text

Computing, Computer Science, Data Mining +13

Relationships between leaf chlorophyll content and spectral reflectance and algorithms for non-destructive chlorophyll assessment in higher plant leaves

Anatoly A. Gitelson, Yuri Gritz †, Mark N. Merzlyak · Journal of Plant Physiology · 2003 · 2.6K citations

Life Sciences, Plant Biology, Plant Sciences +13

Ocean color chlorophyll algorithms for SeaWiFS

John E. O’Reilly, Stéphane Maritorena, B. Greg Mitchell et al. · Journal of Geophysical Research Atmospheres · 1998 · 2.5K citations

Natural Sciences, Marine Sciences, Oceanography +16