- Article
(881 KB) - Metadata XML
- August 07, 2026
- |
- Home
- |
- Sitemap
- |
- The ISPRS Foundation
- |
- 𝕏
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Articles | Volume XLVI-4/W4-2021
https://doi.org/10.5194/isprs-archives-XLVI-4-W4-2021-97-2021
© Author(s) 2021. 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-XLVI-4-W4-2021-97-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
07 Oct 2021
| 07 Oct 2021
ROOM-BASED ENERGY DEMAND CLASSIFICATION OF BIM DATA USING GRAPH SUPERVISED LEARNING
H. Kiavarz
Geomatics Engineering, Department of Earth & Space Science & Engineering, York University, Toronto, Canada
M. Jadidi
Geomatics Engineering, Department of Earth & Space Science & Engineering, York University, Toronto, Canada
A. Rajabifard
Department of Infrastructure Engineering, Melbourne School of Engineering, University of Melbourne, Melbourne, Australia
G. Sohn
Geomatics Engineering, Department of Earth & Space Science & Engineering, York University, Toronto, Canada
Related authors
Hossein Barekati, Majid Kiavarz Moghaddam, and Hamid Kiavarz Moghaddam
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B4-2026, 353–360, https://doi.org/10.5194/isprs-archives-XLIX-B4-2026-353-2026, https://doi.org/10.5194/isprs-archives-XLIX-B4-2026-353-2026, 2026
Majid Kiavarz Moghaddam, Hossein Barekati, and Hamid Kiavarz Moghaddam
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B3-2026, 1427–1434, https://doi.org/10.5194/isprs-archives-XLIX-B3-2026-1427-2026, https://doi.org/10.5194/isprs-archives-XLIX-B3-2026-1427-2026, 2026
Ata A. Kakroodi, Hossein Barekati, and Hamid Kiavarz Moghaddam
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 641–648, https://doi.org/10.5194/isprs-annals-XI-3-2026-641-2026, https://doi.org/10.5194/isprs-annals-XI-3-2026-641-2026, 2026
Nolan Porther, Amirhossein Nourbakhshrezaei, and Mojgan Jadidi
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B4-2026, 507–512, https://doi.org/10.5194/isprs-archives-XLIX-B4-2026-507-2026, https://doi.org/10.5194/isprs-archives-XLIX-B4-2026-507-2026, 2026
Amirhossein Nourbakhshrezaei, Nolan Porther, and Mojgan Jadidi
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B4-2026, 501–506, https://doi.org/10.5194/isprs-archives-XLIX-B4-2026-501-2026, https://doi.org/10.5194/isprs-archives-XLIX-B4-2026-501-2026, 2026
Sara Abbasian and Mojgan Jadidi
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B4-2026, 471–476, https://doi.org/10.5194/isprs-archives-XLIX-B4-2026-471-2026, https://doi.org/10.5194/isprs-archives-XLIX-B4-2026-471-2026, 2026
Amirhossein Nourbakhshrezaei, Saeed Abbasi, and Mojgan Jadidi
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B4-2026, 425–432, https://doi.org/10.5194/isprs-archives-XLIX-B4-2026-425-2026, https://doi.org/10.5194/isprs-archives-XLIX-B4-2026-425-2026, 2026
Hossein Barekati, Majid Kiavarz Moghaddam, and Hamid Kiavarz Moghaddam
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B4-2026, 353–360, https://doi.org/10.5194/isprs-archives-XLIX-B4-2026-353-2026, https://doi.org/10.5194/isprs-archives-XLIX-B4-2026-353-2026, 2026
Arian Mesbahian, Amin Sarang, Arash Shahi, and Mojgan Jadidi
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B4-2026, 65–70, https://doi.org/10.5194/isprs-archives-XLIX-B4-2026-65-2026, https://doi.org/10.5194/isprs-archives-XLIX-B4-2026-65-2026, 2026
Majid Kiavarz Moghaddam, Hossein Barekati, and Hamid Kiavarz Moghaddam
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B3-2026, 1427–1434, https://doi.org/10.5194/isprs-archives-XLIX-B3-2026-1427-2026, https://doi.org/10.5194/isprs-archives-XLIX-B3-2026-1427-2026, 2026
Mohammadjavad Ghorbanalivakili, Ashley Varghese, and Gunho Sohn
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B3-2026, 89–96, https://doi.org/10.5194/isprs-archives-XLIX-B3-2026-89-2026, https://doi.org/10.5194/isprs-archives-XLIX-B3-2026-89-2026, 2026
Ashley Varghese, Mohammadjavad Ghorbanalivaki, and Gunho Sohn
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B2-2026, 745–753, https://doi.org/10.5194/isprs-archives-XLIX-B2-2026-745-2026, https://doi.org/10.5194/isprs-archives-XLIX-B2-2026-745-2026, 2026
Youssef Korny, Sunghwan Yoo, and Gunho Sohn
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B2-2026, 705–713, https://doi.org/10.5194/isprs-archives-XLIX-B2-2026-705-2026, https://doi.org/10.5194/isprs-archives-XLIX-B2-2026-705-2026, 2026
Sunghwan Yoo and Gunho Sohn
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B2-2026, 315–320, https://doi.org/10.5194/isprs-archives-XLIX-B2-2026-315-2026, https://doi.org/10.5194/isprs-archives-XLIX-B2-2026-315-2026, 2026
Ata A. Kakroodi, Hossein Barekati, and Hamid Kiavarz Moghaddam
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 641–648, https://doi.org/10.5194/isprs-annals-XI-3-2026-641-2026, https://doi.org/10.5194/isprs-annals-XI-3-2026-641-2026, 2026
Kevin M. Axelrod, Mark Gordon, Mohammad Koushafar, Jingliang Hao, Paul A. Makar, Sepehr Fathi, and Gunho Sohn
EGUsphere, https://doi.org/10.5194/egusphere-2025-4582, https://doi.org/10.5194/egusphere-2025-4582, 2025
Short summary
Short summary
The is a study of the plumes that rise from smokestacks. Knowing how these plume behave helps predict downwind pollutant concentrations. We use photos over a 2-year period to investigate how these plumes rise under different conditions and compare this to a commonly used model parameterization. It is found that the equations used to model plume rise in current models do well for some condition, but these equations can over-predict the plume rise, typically during the day when it is hot.
Rozita Saki, Ara Toomanian, Najme Neysani Samany, and Abbas Rajabifard
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-G-2025, 1309–1314, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-1309-2025, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-1309-2025, 2025
Peyman Jafary, Davood Shojaei, Abbas Rajabifard, and Tuan Ngo
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-G-2025, 687–694, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-687-2025, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-687-2025, 2025
Muhammad Kamran, Mohammad Moein Sheikholeslami, and Gunho Sohn
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-G-2025, 765–771, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-765-2025, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-765-2025, 2025
Masoud Kamali, Behnam Atazadeh, Abbas Rajabifard, and Yiqun Chen
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-G-2025, 453–460, https://doi.org/10.5194/isprs-annals-X-G-2025-453-2025, https://doi.org/10.5194/isprs-annals-X-G-2025-453-2025, 2025
Ensiyeh Javaherian Pour, Behnam Atazadeh, Abbas Rajabifard, and Soheil Sabri
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-G-2025, 405–412, https://doi.org/10.5194/isprs-annals-X-G-2025-405-2025, https://doi.org/10.5194/isprs-annals-X-G-2025-405-2025, 2025
Peyman Jafary, Davood Shojaei, Sara Pishgahi, Abbas Rajabifard, and Tuan Ngo
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-2024, 175–182, https://doi.org/10.5194/isprs-annals-X-4-2024-175-2024, https://doi.org/10.5194/isprs-annals-X-4-2024-175-2024, 2024
S. Yoo, C. Ko, G. Sohn, and H. Lee
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 209–215, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-209-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-209-2023, 2023
M. Jameela and G. Sohn
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 129–136, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-129-2023, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-129-2023, 2023
A. R. Hajiheidari, M. R. Delavar, and A. Rajabifard
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W1-2022, 263–269, https://doi.org/10.5194/isprs-annals-X-4-W1-2022-263-2023, https://doi.org/10.5194/isprs-annals-X-4-W1-2022-263-2023, 2023
B. Saeidian, A. Rajabifard, B. Atazadeh, and M. Kalantari
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W4-2022, 125–132, https://doi.org/10.5194/isprs-archives-XLVIII-4-W4-2022-125-2022, https://doi.org/10.5194/isprs-archives-XLVIII-4-W4-2022-125-2022, 2022
S. Sabri, Y. Chen, D. Lim, A. Rajabifard, and Y. Zhang
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W4-2022, 117–123, https://doi.org/10.5194/isprs-archives-XLVIII-4-W4-2022-117-2022, https://doi.org/10.5194/isprs-archives-XLVIII-4-W4-2022-117-2022, 2022
N. Langenheim, S. Sabri, Y. Chen, A. Kesmanis, A. Felson, A. Mueller, A. Rajabifard, and Y. Zhang
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W4-2022, 95–100, https://doi.org/10.5194/isprs-archives-XLVIII-4-W4-2022-95-2022, https://doi.org/10.5194/isprs-archives-XLVIII-4-W4-2022-95-2022, 2022
B. Neupane, J. Aryal, and A. Rajabifard
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W3-2022, 173–179, https://doi.org/10.5194/isprs-annals-X-4-W3-2022-173-2022, https://doi.org/10.5194/isprs-annals-X-4-W3-2022-173-2022, 2022
Y. Xie, B. Atazadeh, A. Rajabifard, and H. Olfat
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W2-2022, 297–304, https://doi.org/10.5194/isprs-annals-X-4-W2-2022-297-2022, https://doi.org/10.5194/isprs-annals-X-4-W2-2022-297-2022, 2022
P. Jafary, D. Shojaei, A. Rajabifard, and T. Ngo
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W2-2022, 129–136, https://doi.org/10.5194/isprs-annals-X-4-W2-2022-129-2022, https://doi.org/10.5194/isprs-annals-X-4-W2-2022-129-2022, 2022
A. Nourbakhsh, M. Jadidi, and K. Shahriari
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B4-2022, 419–425, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-419-2022, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-419-2022, 2022
A.-H. Hor and G. Sohn
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., VIII-4-W2-2021, 175–182, https://doi.org/10.5194/isprs-annals-VIII-4-W2-2021-175-2021, https://doi.org/10.5194/isprs-annals-VIII-4-W2-2021-175-2021, 2021
A. U. Usmani, M. Jadidi, and G. Sohn
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., VIII-4-W2-2021, 183–188, https://doi.org/10.5194/isprs-annals-VIII-4-W2-2021-183-2021, https://doi.org/10.5194/isprs-annals-VIII-4-W2-2021-183-2021, 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.
Useful Links
Useful External Links
Our Contact
c/o
Leibniz University Hannover
Institute of Photogrammetry and GeoInformation
Nienburger Str. 1
D-30167 Hannover
GERMANY
Email: isprs-sg@isprs.org