- Article
(1492 KB) - Metadata XML
- October 18, 2026
- |
- Home
- |
- Sitemap
- |
- The ISPRS Foundation
- |
- 𝕏
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Articles | Volume L-4/W2-2026
https://doi.org/10.5194/isprs-archives-L-4-W2-2026-139-2026
© 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-L-4-W2-2026-139-2026
© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
28 Sep 2026
| 28 Sep 2026
AI-Based Framework for Urban Climate Downscaling: A Case Study of Sofia
Koki Nakamura
GATE Institute, Sofia University “St. Kliment Ohridski”, Sofia, Bulgaria
Graduate School of Science and Technology, University of Tsukuba, Japan
Lidia Lazarova Vitanova
GATE Institute, Sofia University “St. Kliment Ohridski”, Sofia, Bulgaria
Quang-Van Doan
Center for Computational Sciences, University of Tsukuba, Japan
Dessislava Petrova-Antonova
GATE Institute, Sofia University “St. Kliment Ohridski”, Sofia, Bulgaria
Related authors
Lidia Lazarova Vitanova, Darin Pavlov, Tereza K. Trendafilova, Ryota Karube, Koki Nakamura, Agata Zabuska, Quang-Van Doan, Dessislava Petrova-Antonova, and Sylvia Ilieva
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XII-4-W2-2026, 211–218, https://doi.org/10.5194/isprs-annals-XII-4-W2-2026-211-2026, https://doi.org/10.5194/isprs-annals-XII-4-W2-2026-211-2026, 2026
Ivan Mitev, George Taylor, Kaloyan Karamitov, Lidia Lazarova Vitanova, Dessislava Petrova-Antonova, Anna Yokokubo, Yusuke Sasaki, Takeo Hamada, Yoshio Ishiguro, Noboru Koshizuka, and Sylvia Ilieva
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., L-4-W3-2026, 91–98, https://doi.org/10.5194/isprs-archives-L-4-W3-2026-91-2026, https://doi.org/10.5194/isprs-archives-L-4-W3-2026-91-2026, 2026
Ryota Karube, Lidia Lazarova Vitanova, Evgeny Shirinyan, Takuto Sato, Dessislava Petrova-Antonova, and Hiroyuki Kusaka
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., L-4-W3-2026, 67–74, https://doi.org/10.5194/isprs-archives-L-4-W3-2026-67-2026, https://doi.org/10.5194/isprs-archives-L-4-W3-2026-67-2026, 2026
Emil Hristov, Angel Spasov, Denis Dimitrov, and Dessislava Petrova-Antonova
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., L-4-W3-2026, 59–66, https://doi.org/10.5194/isprs-archives-L-4-W3-2026-59-2026, https://doi.org/10.5194/isprs-archives-L-4-W3-2026-59-2026, 2026
Denis Dimitrov, Lidia Lazarova Vitanova, and Dessislava Petrova-Antonova
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., L-4-W3-2026, 33–40, https://doi.org/10.5194/isprs-archives-L-4-W3-2026-33-2026, https://doi.org/10.5194/isprs-archives-L-4-W3-2026-33-2026, 2026
Lidia Lazarova Vitanova, Darin Pavlov, Tereza K. Trendafilova, Ryota Karube, Koki Nakamura, Agata Zabuska, Quang-Van Doan, Dessislava Petrova-Antonova, and Sylvia Ilieva
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XII-4-W2-2026, 211–218, https://doi.org/10.5194/isprs-annals-XII-4-W2-2026-211-2026, https://doi.org/10.5194/isprs-annals-XII-4-W2-2026-211-2026, 2026
Orfeas Eleftheriou, Vasilis Naserentin, Mariya Pantusheva, Dessislava Petrova-Antonova, and Anders Logg
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XII-4-W2-2026, 49–56, https://doi.org/10.5194/isprs-annals-XII-4-W2-2026-49-2026, https://doi.org/10.5194/isprs-annals-XII-4-W2-2026-49-2026, 2026
Joan W. Njoroge, Mila Koeva, Mahdi Farnaghi, Dessislava Petrova-Antonova, and Mariya Pantusheva
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XII-4-W1-2026, 251–258, https://doi.org/10.5194/isprs-annals-XII-4-W1-2026-251-2026, https://doi.org/10.5194/isprs-annals-XII-4-W1-2026-251-2026, 2026
Agata Zabuska, Lidia Lazarova Vitanova, Tereza Trendafilova, and Dessislava Petrova-Antonova
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XII-4-W1-2026, 343–350, https://doi.org/10.5194/isprs-annals-XII-4-W1-2026-343-2026, https://doi.org/10.5194/isprs-annals-XII-4-W1-2026-343-2026, 2026
Abubakari Alidu, Flavio De Paoli, Dessislava Petrova-Antonova, Emil Hristov, and Evgeny Shirinyan
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XII-4-W2-2026, 1–8, https://doi.org/10.5194/isprs-annals-XII-4-W2-2026-1-2026, https://doi.org/10.5194/isprs-annals-XII-4-W2-2026-1-2026, 2026
Lidia Lazarova Vitanova, Kunihiko Fujiwara, Ryota Karube, Evgeny Shirinyan, Yasuhiko Azegami, Quang-Van Doan, Hiroyuki Kusaka, Dessislava Petrova-Antonova, and Sylvia Ilieva
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., L-4-W2-2026, 245–252, https://doi.org/10.5194/isprs-archives-L-4-W2-2026-245-2026, https://doi.org/10.5194/isprs-archives-L-4-W2-2026-245-2026, 2026
Anna Yokokubo, Yusuke Sasaki, Takeo Hamada, Yoshio Ishiguro, Lidia Vitanova, Denis Dimitrov, Dessislava Petrova-Antonova, Sylvia Ilieva, and Noboru Koshizuka
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., L-4-W2-2026, 261–268, https://doi.org/10.5194/isprs-archives-L-4-W2-2026-261-2026, https://doi.org/10.5194/isprs-archives-L-4-W2-2026-261-2026, 2026
Shanshan Jiang, Hanan Waheed, Dessislava Petrova-Antonova, and Dumitru Roman
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XII-4-W2-2026, 73–80, https://doi.org/10.5194/isprs-annals-XII-4-W2-2026-73-2026, https://doi.org/10.5194/isprs-annals-XII-4-W2-2026-73-2026, 2026
Mila Koeva, Dessislava Petrova-Antonova, Sisi Zlatanova, Rob Peters, Claudio Persello, Ville Lehtola, Pirouz Nourian, Johannes Flacke, Raoul Grouls, and Alfred Stein
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XII-4-W2-2026, 105–112, https://doi.org/10.5194/isprs-annals-XII-4-W2-2026-105-2026, https://doi.org/10.5194/isprs-annals-XII-4-W2-2026-105-2026, 2026
George Taylor, Kaloyan Karamitov, and Dessislava Petrova-Antonova
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-4-2026, 369–376, https://doi.org/10.5194/isprs-annals-XI-4-2026-369-2026, https://doi.org/10.5194/isprs-annals-XI-4-2026-369-2026, 2026
Dessislava Petrova-Antonova, Vladimir Pavlov, and Lidia L. Vitanova
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W16-2025, 75–82, https://doi.org/10.5194/isprs-archives-XLVIII-4-W16-2025-75-2025, https://doi.org/10.5194/isprs-archives-XLVIII-4-W16-2025-75-2025, 2025
Vladimir Toshev, Kaloyan Karamitov, and Dessislava Petrova-Antonova
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-G-2025, 1447–1454, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-1447-2025, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-1447-2025, 2025
Evgeny Shirinyan, Kristiyan Stefanov, and Dessislava Petrova-Antonova
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-G-2025, 1339–1346, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-1339-2025, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-1339-2025, 2025
Dessislava Petrova-Antonova, Bryan Monticelli, and Sylvia Ilieva
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-G-2025, 1197–1202, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-1197-2025, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-1197-2025, 2025
Darin Pavlov, Lidia Lazarova Vitanova, and Dessislava Petrova-Antonova
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-G-2025, 1159–1166, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-1159-2025, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-1159-2025, 2025
Lidia Lazarova Vitanova, Tereza Trendafilova, and Dessislava Petrova-Antonova
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-G-2025, 907–914, https://doi.org/10.5194/isprs-annals-X-G-2025-907-2025, https://doi.org/10.5194/isprs-annals-X-G-2025-907-2025, 2025
Emil Hristov, Dessislava Petrova-Antonova, Flavio De Paoli, Iva Krasteva, Michele Ciavotta, and Roberto Avogadro
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-2024, 239–245, https://doi.org/10.5194/isprs-archives-XLVIII-4-2024-239-2024, https://doi.org/10.5194/isprs-archives-XLVIII-4-2024-239-2024, 2024
Maulana Ikram Wibisana, Mila Koeva, Pirouz Nourian, Dessislava Petrova-Antonova, and Kaloyan Karamitov
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-2024, 411–418, https://doi.org/10.5194/isprs-annals-X-4-2024-411-2024, https://doi.org/10.5194/isprs-annals-X-4-2024-411-2024, 2024
Ana Peykova, Dessislava Petrova-Antonova, and Kaloyan Karamitov
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W5-2024, 263–270, https://doi.org/10.5194/isprs-annals-X-4-W5-2024-263-2024, https://doi.org/10.5194/isprs-annals-X-4-W5-2024-263-2024, 2024
Dessislava Petrova-Antonova, Simeon Malinov, Laura Mrosla, and Aleksandar Petrov
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W10-2024, 155–161, https://doi.org/10.5194/isprs-archives-XLVIII-4-W10-2024-155-2024, https://doi.org/10.5194/isprs-archives-XLVIII-4-W10-2024-155-2024, 2024
Radostin Mitkov, Mariya Pantusheva, Dessislava Petrova-Antonova, Vasilis Naserentin, and Anders Logg
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W4-2024, 131–136, https://doi.org/10.5194/isprs-annals-X-4-W4-2024-131-2024, https://doi.org/10.5194/isprs-annals-X-4-W4-2024-131-2024, 2024
Vasil Dakov and Dessislava Petrova-Antonova
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W4-2024, 35–41, https://doi.org/10.5194/isprs-annals-X-4-W4-2024-35-2024, https://doi.org/10.5194/isprs-annals-X-4-W4-2024-35-2024, 2024
L. L. Vitanova, D. Petrova-Antonova, P. O. Hristov, and E. Shirinyan
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 123–129, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-123-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-123-2023, 2023
A. Spasov, D. Petrova-Antonova, and E. Hristov
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 47–53, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-47-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-47-2023, 2023
Quang-Van Doan, Toshiyuki Amagasa, Thanh-Ha Pham, Takuto Sato, Fei Chen, and Hiroyuki Kusaka
Geosci. Model Dev., 16, 2215–2233, https://doi.org/10.5194/gmd-16-2215-2023, https://doi.org/10.5194/gmd-16-2215-2023, 2023
Short summary
Short summary
This study proposes (i) the structural k-means (S k-means) algorithm for clustering spatiotemporally structured climate data and (ii) the clustering uncertainty evaluation framework (CUEF) based on the mutual-information concept.
D. Kumalasari, M. N. Koeva, F. Vahdatikhaki, D. Petrova-Antonova, and M. Kuffer
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W5-2022, 75–82, https://doi.org/10.5194/isprs-archives-XLVIII-4-W5-2022-75-2022, https://doi.org/10.5194/isprs-archives-XLVIII-4-W5-2022-75-2022, 2022
K. Karamitov and D. Petrova-Antonova
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W5-2022, 53–60, https://doi.org/10.5194/isprs-archives-XLVIII-4-W5-2022-53-2022, https://doi.org/10.5194/isprs-archives-XLVIII-4-W5-2022-53-2022, 2022
P. O. Hristov, D. Petrova-Antonova, S. Ilieva, and R. Rizov
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B1-2022, 151–156, https://doi.org/10.5194/isprs-archives-XLIII-B1-2022-151-2022, https://doi.org/10.5194/isprs-archives-XLIII-B1-2022-151-2022, 2022
A. Spasov and D. Petrova-Antonova
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W4-2021, 107–110, https://doi.org/10.5194/isprs-archives-XLVI-4-W4-2021-107-2021, https://doi.org/10.5194/isprs-archives-XLVI-4-W4-2021-107-2021, 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