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The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Articles | Volume XLVIII-4/W14-2025
https://doi.org/10.5194/isprs-archives-XLVIII-4-W14-2025-3-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/isprs-archives-XLVIII-4-W14-2025-3-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
26 Nov 2025
| 26 Nov 2025
Remote Sensing and Machine Learning for Urban Air Quality and Heat Island Monitoring
Maria Antonia Brovelli
Politecnico di Milano, Department of Civil and Environmental Engineering (DICA), Piazza Leonardo da Vinci, 32, Milan, Italy
Jesus Rodrigo Cedeno Jimenez
Politecnico di Milano, Department of Civil and Environmental Engineering (DICA), Piazza Leonardo da Vinci, 32, Milan, Italy
Afshin Moazzam
Politecnico di Milano, Department of Civil and Environmental Engineering (DICA), Piazza Leonardo da Vinci, 32, Milan, Italy
Vasil Yordanov
Politecnico di Milano, Department of Civil and Environmental Engineering (DICA), Piazza Leonardo da Vinci, 32, Milan, Italy
Alberto Vavassori
Politecnico di Milano, Department of Civil and Environmental Engineering (DICA), Piazza Leonardo da Vinci, 32, Milan, Italy
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Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-G-2025, 1595–1602, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-1595-2025, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-1595-2025, 2025
Angelly de Jesus Pugliese Viloria and Maria Antonia Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-G-2025, 1229–1235, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-1229-2025, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-1229-2025, 2025
Afshin Moazzam, Daniele Oxoli, Jesus Rodrigo Cedeno Jimenez, and Maria Antonia Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-G-2025, 1071–1076, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-1071-2025, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-1071-2025, 2025
Juan Pablo Duque and Maria A. Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-G-2025, 403–410, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-403-2025, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-403-2025, 2025
Juan Pablo Duque and Maria A. Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W13-2025, 103–109, https://doi.org/10.5194/isprs-archives-XLVIII-4-W13-2025-103-2025, https://doi.org/10.5194/isprs-archives-XLVIII-4-W13-2025-103-2025, 2025
Sisi Zlatanova, Maria A. Brovelli, Hao Wu, Petra Helmholz, and Liang Chen
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-2024, 1–5, https://doi.org/10.5194/isprs-archives-XLVIII-4-2024-1-2024, https://doi.org/10.5194/isprs-archives-XLVIII-4-2024-1-2024, 2024
Sisi Zlatanova, Maria A. Brovelli, Hao Wu, Petra Helmholz, and Liang Chen
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-2024, 1–5, https://doi.org/10.5194/isprs-annals-X-4-2024-1-2024, https://doi.org/10.5194/isprs-annals-X-4-2024-1-2024, 2024
Juan Pablo Duque, Angelly de Jesus Pugliese, and Maria Antonia Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W12-2024, 51–58, https://doi.org/10.5194/isprs-archives-XLVIII-4-W12-2024-51-2024, https://doi.org/10.5194/isprs-archives-XLVIII-4-W12-2024-51-2024, 2024
Alberto Vavassori, Daniele Oxoli, Giovanna Venuti, Maria Antonia Brovelli, Ali Badr Eldin Ali Mohamed, Afshin Moazzam, Mario Siciliani de Cumis, Patrizia Sacco, and Deodato Tapete
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-2024, 643–648, https://doi.org/10.5194/isprs-archives-XLVIII-1-2024-643-2024, https://doi.org/10.5194/isprs-archives-XLVIII-1-2024-643-2024, 2024
A. Vavassori, M. Puche, and M. A. Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 1589–1594, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1589-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1589-2023, 2023
V. Yordanov, X. Q. Truong, M. Corti, L. Longoni, and M. A. Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 1089–1096, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1089-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1089-2023, 2023
J. P. Duque and M. A. Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 939–944, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-939-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-939-2023, 2023
A. Vavassori, M. A. Brovelli, E. Capizzi, G. Venuti, B. Betti, M. Siciliani de Cumis, P. Sacco, and D. Tapete
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 581–587, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-581-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-581-2023, 2023
D. Oxoli, S. R. Reyes, S. Peng, M. A. Brovelli, S. Coetzee, I. Ivanova, J. A. Leonardi, D. Rawal, G. Vacca, and S. Zlatanova
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 559–564, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-559-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-559-2023, 2023
D. Oxoli, J. R. Cedeno Jimenez, E. Capizzi, M. A. Brovelli, M. Siciliani de Cumis, P. Sacco, and D. Tapete
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 111–116, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-111-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-111-2023, 2023
Silvana Philippi Camboim and Maria Antonia Brovelli
Abstr. Int. Cartogr. Assoc., 6, 28, https://doi.org/10.5194/ica-abs-6-28-2023, https://doi.org/10.5194/ica-abs-6-28-2023, 2023
Homeyra Mahmoudi, Silvana Philippi Camboim, and Maria Antonia Brovelli
Abstr. Int. Cartogr. Assoc., 6, 150, https://doi.org/10.5194/ica-abs-6-150-2023, https://doi.org/10.5194/ica-abs-6-150-2023, 2023
Lorenzo Gianquintieri, Daniele Oxoli, Enrico Gianluca Caiani, and Maria Antonia Brovelli
AGILE GIScience Ser., 4, 26, https://doi.org/10.5194/agile-giss-4-26-2023, https://doi.org/10.5194/agile-giss-4-26-2023, 2023
J. F. Amieva, A. Austoni, M. Bresciani, and M. A. Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-1-2023, 9–16, https://doi.org/10.5194/isprs-archives-XLVIII-M-1-2023-9-2023, https://doi.org/10.5194/isprs-archives-XLVIII-M-1-2023-9-2023, 2023
D. Oxoli and M. A. Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W5-2022, 137–142, https://doi.org/10.5194/isprs-archives-XLVIII-4-W5-2022-137-2022, https://doi.org/10.5194/isprs-archives-XLVIII-4-W5-2022-137-2022, 2022
V. N. Sunday, R. I. Ndukwu, and M. A. Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W1-2022, 465–472, https://doi.org/10.5194/isprs-archives-XLVIII-4-W1-2022-465-2022, https://doi.org/10.5194/isprs-archives-XLVIII-4-W1-2022-465-2022, 2022
D. Oxoli, E. Pessina, and M. A. Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W1-2022, 351–356, https://doi.org/10.5194/isprs-archives-XLVIII-4-W1-2022-351-2022, https://doi.org/10.5194/isprs-archives-XLVIII-4-W1-2022-351-2022, 2022
M. Lotfian, J. Ingensand, and M. A. Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W1-2022, 271–278, https://doi.org/10.5194/isprs-archives-XLVIII-4-W1-2022-271-2022, https://doi.org/10.5194/isprs-archives-XLVIII-4-W1-2022-271-2022, 2022
J. P. Duque and M. A. Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W1-2022, 127–133, https://doi.org/10.5194/isprs-archives-XLVIII-4-W1-2022-127-2022, https://doi.org/10.5194/isprs-archives-XLVIII-4-W1-2022-127-2022, 2022
J. R. Cedeno Jimenez, A. Folini, and M. A. Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W1-2022, 89–95, https://doi.org/10.5194/isprs-archives-XLVIII-4-W1-2022-89-2022, https://doi.org/10.5194/isprs-archives-XLVIII-4-W1-2022-89-2022, 2022
L. Amici, V. Yordanov, D. Oxoli, X. Q. Truong, and M. A. Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W1-2022, 27–34, https://doi.org/10.5194/isprs-archives-XLVIII-4-W1-2022-27-2022, https://doi.org/10.5194/isprs-archives-XLVIII-4-W1-2022-27-2022, 2022
M. A. Brovelli, M. Ciolli, and M. Minghini
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W1-2022, 1–3, https://doi.org/10.5194/isprs-archives-XLVIII-4-W1-2022-1-2022, https://doi.org/10.5194/isprs-archives-XLVIII-4-W1-2022-1-2022, 2022
Pengxiang Zhao, Jesus Rodrigo Cedeno Jimenez, Maria Antonia Brovelli, and Ali Mansourian
AGILE GIScience Ser., 3, 71, https://doi.org/10.5194/agile-giss-3-71-2022, https://doi.org/10.5194/agile-giss-3-71-2022, 2022
Jesus Rodrigo Cedeno Jimenez, Pengxiang Zhao, Ali Mansourian, and Maria Antonia Brovelli
AGILE GIScience Ser., 3, 29, https://doi.org/10.5194/agile-giss-3-29-2022, https://doi.org/10.5194/agile-giss-3-29-2022, 2022
F. Pirotti, M. Piragnolo, M. Yoshimura, J. P. Hernandez, M. A. Brovelli, B. Leblon, and M. Yamashita
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B5-2022, 45–50, https://doi.org/10.5194/isprs-archives-XLIII-B5-2022-45-2022, https://doi.org/10.5194/isprs-archives-XLIII-B5-2022-45-2022, 2022
G. Bratic, D. Carrion, M. Cannata, M. Rogora, D. Strigaro, and M. A. Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B4-2022, 599–606, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-599-2022, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-599-2022, 2022
D. Oxoli, A. Vavassori, J. R. Cedeno Jimenez, and M. A. Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B4-2022, 267–272, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-267-2022, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-267-2022, 2022
G. Bratic and M. A. Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B4-2022, 231–238, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-231-2022, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-231-2022, 2022
T. Obukhov and M. A. Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B4-2022, 155–161, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-155-2022, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-155-2022, 2022
L. Stucchi, M. Aiello, A. Gargiulo, and M. A. Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2022, 997–1004, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-997-2022, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-997-2022, 2022
V. Yordanov, L. Biagi, X. Q. Truong, and M. A. Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 493–499, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-493-2022, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-493-2022, 2022
Daniela Carrion, Carlo Andrea Biraghi, Alberto Vavassori, Edoardo Pessina, Giorgio Zamboni, Gorica Bratic, and Maria A. Brovelli
Abstr. Int. Cartogr. Assoc., 3, 47, https://doi.org/10.5194/ica-abs-3-47-2021, https://doi.org/10.5194/ica-abs-3-47-2021, 2021
J. R. Cedeno Jimenez, D. Oxoli, and M. A. Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W2-2021, 31–36, https://doi.org/10.5194/isprs-archives-XLVI-4-W2-2021-31-2021, https://doi.org/10.5194/isprs-archives-XLVI-4-W2-2021-31-2021, 2021
V. Yordanov, L. Biagi, X. Q. Truong, V. A. Tran, and M. A. Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W2-2021, 205–212, https://doi.org/10.5194/isprs-archives-XLVI-4-W2-2021-205-2021, https://doi.org/10.5194/isprs-archives-XLVI-4-W2-2021-205-2021, 2021
V. A. Tran, X. Q. Truong, D. A. Nguyen, L. Longoni, and V. Yordanov
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W2-2021, 197–203, https://doi.org/10.5194/isprs-archives-XLVI-4-W2-2021-197-2021, https://doi.org/10.5194/isprs-archives-XLVI-4-W2-2021-197-2021, 2021
L. Stucchi, M. Aiello, A. Gargiulo, and M. A. Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W2-2021, 189–196, https://doi.org/10.5194/isprs-archives-XLVI-4-W2-2021-189-2021, https://doi.org/10.5194/isprs-archives-XLVI-4-W2-2021-189-2021, 2021
F. Gaspari, L. Stucchi, G. Bratic, D. Jovanovic, C. Ponti, L. G. A. Biagi, and M. A. Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W2-2021, 63–69, https://doi.org/10.5194/isprs-archives-XLVI-4-W2-2021-63-2021, https://doi.org/10.5194/isprs-archives-XLVI-4-W2-2021-63-2021, 2021
The International Society for Photogrammetry and Remote Sensing is a non-governmental organization devoted to the development of international cooperation for the advancement of photogrammetry and remote sensing and their applications. The Society operates without any discrimination on grounds of race, religion, nationality, or political philosophy.
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