Publications search results for: Keywords "Partial least squares regression"

Machine-Learning Based Modelling of Air Temperature in the Complex Environment of Yerevan City, Armenia

Keywords: Urban air temperature Land surface temperature Multiple independent variables Urban heat Remote sensing data Machine learning (ML) ML-driven partial least squares regression (PLSR)

Year: 2023

Author: Garik Tepanosyan, Shushanik Asmaryan, Vahagn Muradyan, Rima Avetisyan, Azatuhi Hovsepyan, Other autors

Determination of Mehlich 3 Extractable Elements With Visible and Near Infrared Spectroscopy in a Mountainous Agricultural Land, the Caucasus Mountains

Keywords: VIS-NIR reflectance spectroscopy Mehlich 3 extractable elements Partial least squares regression Prediction mechanisms Caucasus Mountains

Year: 2022 Volume: 11

Author: Elton Mammadov, Michael Denk, Frank Riedel, Cezary Kazmierowski, Karolina Lewinska, Other autors

Visible and Near-Infrared Reflectance Spectroscopy for Assessment of Soil Properties in the Caucasus Mountains, Azerbaijan

Keywords: Soil properties VIS-NIR spectroscopy partial least squares regression The Caucasus Mountains

Year: 2020 Volume: 51

Author: Elton Mammadov, Michael Denk, Frank Riedel, Karolina Lewinska, Cezary Kaźmierowsk, Other autors