LSTM integrated with Boruta-random forest optimiser for soil moisture estimation under RCP4.5 and RCP8.5 global warming scenarios
A. A. Masrur Ahmed, Ravinesh C. Deo, Afshin Ghahramani, Nawin Raj, Qi Feng, Zhenliang Yin, Linshan Yang
Topics & Concepts
Benchmark (surveying)Random forestComputer scienceFeature selectionTask (project management)Feature (linguistics)Artificial intelligenceSelection (genetic algorithm)Mean squared errorMachine learningEnvironmental scienceData miningStatisticsMathematicsGeologyLinguisticsGeodesyEconomicsPhilosophyManagementSoil Moisture and Remote SensingLandslides and related hazardsSoil and Unsaturated Flow