Litcius/Paper detail

Alfalfa yield estimation based on time series of Landsat 8 and PROBA-V images: An investigation of machine learning techniques and spectral-temporal features

Mohsen Azadbakht, Davoud Ashourloo, Hossein Aghighi, Saeid Homayouni, Hamid Salehi Shahrabi, Ali Akbar Matkan, Soheil Radiom

2021Remote Sensing Applications Society and Environment17 citationsDOI

Topics & Concepts

Feature selectionMean squared errorRandom forestSupport vector machineKrigingPhenologyTime seriesRemote sensingLasso (programming language)RegressionFeature (linguistics)MathematicsArtificial intelligenceStatisticsComputer scienceGeographyAgronomyPhilosophyBiologyLinguisticsWorld Wide WebRemote Sensing in AgricultureLeaf Properties and Growth MeasurementLand Use and Ecosystem Services
Alfalfa yield estimation based on time series of Landsat 8 and PROBA-V images: An investigation of machine learning techniques and spectral-temporal features | Litcius