Litcius/Paper detail

Improving the consistency of multi-temporal land cover mapping of Laguna lake watershed using light gradient boosting machine (LightGBM) approach, change detection analysis, and Markov chain

C. G. Candido, A. C. Blanco, Javier Medina, E. V. Gubatanga, Ana Santos, Rosa Ana, Rosalie Reyes

2021Remote Sensing Applications Society and Environment25 citationsDOI

Topics & Concepts

Land coverComputer scienceGradient boostingBoosting (machine learning)Change detectionArtificial intelligenceRemote sensingMachine learningWatershedData miningLand useRandom forestGeographyCivil engineeringEngineeringRemote Sensing in AgricultureRemote-Sensing Image ClassificationAtmospheric and Environmental Gas Dynamics
Improving the consistency of multi-temporal land cover mapping of Laguna lake watershed using light gradient boosting machine (LightGBM) approach, change detection analysis, and Markov chain | Litcius