Algal biomass mapping of eutrophic lakes using a machine learning approach with MODIS images
Lai Lai, Yuchao Zhang, Zhen Cao, Zhaomin Liu, Qiduo Yang
Topics & Concepts
EutrophicationEnvironmental scienceMean absolute percentage errorBiomass (ecology)Support vector machineAlgal bloomWater qualityRandom forestPartial least squares regressionModerate-resolution imaging spectroradiometerAlgorithmRemote sensingMean squared errorMathematicsComputer scienceSatelliteStatisticsPhytoplanktonMachine learningEcologyGeographyEngineeringBiologyNutrientAerospace engineeringMarine and coastal ecosystemsAquatic Ecosystems and Phytoplankton DynamicsWater Quality Monitoring Technologies