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The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Articles | Volume XLIX-B4-2026
https://doi.org/10.5194/isprs-archives-XLIX-B4-2026-563-2026
© Author(s) 2026. 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-XLIX-B4-2026-563-2026
© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
04 Aug 2026
| 04 Aug 2026
Benchmarking and assessment of image-based methods for particulate matter estimation: The AQpictures project
Afshin Moazzam
Department of Civil and Environmental Engineering, Politecnico di Milano, Piazza Leonardo da Vinci 32, 20133 Milan, Italy
Daniele Oxoli
Department of Civil and Environmental Engineering, Politecnico di Milano, Piazza Leonardo da Vinci 32, 20133 Milan, Italy
Maria Antonia Brovelli
Department of Civil and Environmental Engineering, Politecnico di Milano, Piazza Leonardo da Vinci 32, 20133 Milan, Italy
Songnian Li
Department of Civil Engineering, Toronto Metropolitan University, 350 Victoria Street, Toronto, ON M5B 2K3, Canada
Francesco Pirotti
Interdepartmental Research Center in Geomatics, Department of Land, Environment, Agriculture and Forestry, University of Padova, Via dell’Universit`a 16, 35020 Legnaro, Italy
Shishuo Xu
Beijing University of Civil Engineering and Architecture, 15 Yongyuan Road, Daxing District, Beijing 102616, China
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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. 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
M. Alicandro, S. Zollini, D. Oxoli, N. Pascucci, D. Dominici, and D. Brescia
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W1-2022, 21–26, https://doi.org/10.5194/isprs-archives-XLVIII-4-W1-2022-21-2022, https://doi.org/10.5194/isprs-archives-XLVIII-4-W1-2022-21-2022, 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
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
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. 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
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
F. Pirotti, M. Piragnolo, A. Vettore, and A. Guarnieri
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B1-2022, 353–359, https://doi.org/10.5194/isprs-archives-XLIII-B1-2022-353-2022, https://doi.org/10.5194/isprs-archives-XLIII-B1-2022-353-2022, 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
A. H. Kanan and F. Pirotti
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2022, 625–632, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-625-2022, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-625-2022, 2022
F. Tonion and F. Pirotti
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2022, 749–756, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-749-2022, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-749-2022, 2022
E. Kutchartt, J. Hernández, P. Corvalán, Á. Promis, and F. Pirotti
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2022, 913–920, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-913-2022, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-913-2022, 2022
F. Tonion and F. Pirotti
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2022, 1011–1017, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-1011-2022, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-1011-2022, 2022
Q. Qin, S. Xu, M. Du, and S. Li
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-4-2022, 83–90, https://doi.org/10.5194/isprs-annals-V-4-2022-83-2022, https://doi.org/10.5194/isprs-annals-V-4-2022-83-2022, 2022
E. Kutchartt, M. Pedron, and F. Pirotti
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-3-2022, 431–438, https://doi.org/10.5194/isprs-annals-V-3-2022-431-2022, https://doi.org/10.5194/isprs-annals-V-3-2022-431-2022, 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
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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