Andrea Bergamaschi
Biographic Data
| ID | 8966843 |
|---|---|
| NAME | Andrea Bergamaschi |
| GIVEN NAMES | Andrea |
| FAMILY NAME | Bergamaschi |
| SIGNATURE | BERGAMASCHI A |
| AFFILIATIONS | University of Pavia |
| ORCID | 0009-0008-7000-4708 |
| VERIFIED | Yes |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| AUTHOR COUNT | 1 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2026 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 0 |
Integrated Remote Sensing and Machine Learning for Urban Air Temperature Assessment and Mapping in Highly Heterogeneous Environments
This paper investigates the prediction of urban air temperature (Tair) from satellite-derived land surface temperature (LST) in the complex urban and topographic environment of Yerevan, Armenia. Building on previous work that demonstrated the effectiveness of machine learning (ML) approaches for point-based Tair estimation using Partial Least-Squares Regression (PLSR) with multiple environmental variables, this study shifts the focus to the spati…
No prominent works on this page.
Integrated Remote Sensing and Machine Learning for Urban Air Temperature Assessment and Mapping in Highly Heterogeneous Environments
This paper investigates the prediction of urban air temperature (Tair) from satellite-derived land surface temperature (LST) in the complex urban and topographic environment of Yerevan, Armenia. Building on previous work that demonstrated the effectiveness of machine learning (ML) approaches for point-based Tair estimation using Partial Least-Squares Regression (PLSR) with multiple environmental variables, this study shifts the focus to the spati…
Air temperature (1 works) · Land Use and Ecosystem Services (1 works) · Quantile (1 works) · Quantile regression (1 works) · Random forest (1 works) · Regression (1 works) · Remote Sensing in Agriculture (1 works) · Spatial distribution (1 works) · Support vector machine (1 works) · Urban heat island (1 works)