2,232 research outputs found
"Peter Mair, dalla periferia dell’Europa al centro della Scienza Politica”, in Solano G. e Sozzi F. (a cura di) “I maestri delle scienze sociali”, VOL.2, Limina Mentis, Milano.
La tempesta perfetta. Perché i candidati radicali vincono le primarie e non perdono le comunali: il caso di Genova
Agorà
Premiata con il Science & Art Education Excellence Award 2011 dalla Shanghai Association for Science and Technology
Comparing maize leaf area index retrieval from aerial hyperspectral images through radiative transfer model inversion and machine learning techniques
This study compares maize leaf area index (LAI) retrieval methods based on radiative transfer models and machine learning techniques. Ground LAI was measured from the study field at different growth stages where aerial hyperspectral images were acquired at the same stages. The PROSAIL-based model was built using a range of maize leaf and canopy parameters with a total of >21k simulations covering different maize spectral reflectance scenarios. Moreover, random forest and support vector machines were applied to the spectral and corresponding ground LAI measurements divided into 50% for model training and 50% for validation. Results showed that the PROSAIL-based model provided the highest R2 value between ground and estimated LAI followed by the RF and SVM where R2 values were 0.65, 0.59 and 0.35 respectively
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