- Article
(1660 KB) - Metadata XML
- August 04, 2026
- |
- Home
- |
- Sitemap
- |
- The ISPRS Foundation
- |
- 𝕏
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-B4-2026-203-2026
© 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-B4-2026-203-2026
© 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
Chat2Map: A ReAct-based Agent Framework for Automated Web Map Generation from Natural Language Instructions
Hongping Zhang
National Geomatics Center of China, Beijing, China
Peilong Ma
Nanjing Normal University, School of Geography, 210023 Nanjing, Jiangsu, China
Cong Wang
National Geomatics Center of China, Beijing, China
Lei Ding
National Geomatics Center of China, Beijing, China
Zhen Wang
National Geomatics Center of China, Beijing, China
Heng Li
National Geomatics Center of China, Beijing, China
Related authors
Lei Ding, Zhiwu Zhou, Hongping Zhang, Heng Li, Dejin Tang, Xinyan Zheng, Cong Wang, Wenhao Zhao, and Zhen Wang
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B4-2026, 119–123, https://doi.org/10.5194/isprs-archives-XLIX-B4-2026-119-2026, https://doi.org/10.5194/isprs-archives-XLIX-B4-2026-119-2026, 2026
Zhen Wang, Cong Wang, Chang Gao, Hongping Zhang, Dejin Tang, Heng Li, Xinyan Zheng, and Lei Ding
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B3-2026, 301–308, https://doi.org/10.5194/isprs-archives-XLIX-B3-2026-301-2026, https://doi.org/10.5194/isprs-archives-XLIX-B3-2026-301-2026, 2026
Lei Ding, Peiru Cai, Wei Huang, Hongping Zhang, Fei Ding, Wenhao Zhao, Dejin Tang, and Zhen Wang
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-G-2025, 899–904, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-899-2025, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-899-2025, 2025
Cong Wang, Zhen Wang, Hongping Zhang, Dejin Tang, and Lei Ding
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-3-2024, 577–582, https://doi.org/10.5194/isprs-archives-XLVIII-3-2024-577-2024, https://doi.org/10.5194/isprs-archives-XLVIII-3-2024-577-2024, 2024
Zhen Wang, Wei Huang, Chang Gao, Cong Wang, Wenhao Zhao, Dejin Tang, Xinyan Zheng, Heng Li, Lei Ding, Zhengchang Han, and Hongping Zhang
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-3-2024, 423–429, https://doi.org/10.5194/isprs-annals-X-3-2024-423-2024, https://doi.org/10.5194/isprs-annals-X-3-2024-423-2024, 2024
Lei Ding, Hongping Zhang, Wei Huang, Wenhao Zhao, Dejin Tang, Xinyan Zheng, Cong Wang, Heng Li, and Zhen Wang
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-2024, 155–160, https://doi.org/10.5194/isprs-archives-XLVIII-4-2024-155-2024, https://doi.org/10.5194/isprs-archives-XLVIII-4-2024-155-2024, 2024
Hongping Zhang, Wei Huang, Lei Ding, Dejin Tang, Cong Wang, Yong Xu, and Zhen Wang
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-2024, 571–576, https://doi.org/10.5194/isprs-archives-XLVIII-4-2024-571-2024, https://doi.org/10.5194/isprs-archives-XLVIII-4-2024-571-2024, 2024
L. Ding, W. Huang, H. Zhang, D. Tang, Z. Zha, X. Zheng, C. Wang, Z. Wang, and H. Li
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B4-2022, 607–612, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-607-2022, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-607-2022, 2022
H. Zhang, M. Du, W. Huang, L. Ding, D. Tang, and J. Jiang
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B4-2022, 639–644, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-639-2022, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-639-2022, 2022
S. Zhu, H. Zhang, Y. Jiang, and X. Yang
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B4-2022, 217–222, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-217-2022, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-217-2022, 2022
J. Jiang, A. Shaker, and H. Zhang
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2022, 7–7, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-7-2022, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-7-2022, 2022
Z. Wang, W. Huang, H. Zhang, C. Wang, D. Tang, X. Zheng, and L. Ding
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2022, 211–216, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-211-2022, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-211-2022, 2022
X. Zheng, T. Cheng, Z. Li, C. Chen, W. Zhang, J. Liu, X. Xing, W. Huang, Z. Zha, H. Zhang, D. Tang, C. Wang, H. Li, L. Ding, Z. Wang, and X. Gao
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2022, 565–570, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-565-2022, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-565-2022, 2022
J. Jiang, A. Shaker, and H. Zhang
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-3-2022, 7–7, https://doi.org/10.5194/isprs-annals-V-3-2022-7-2022, https://doi.org/10.5194/isprs-annals-V-3-2022-7-2022, 2022
Heng Li
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B4-2026, 243–248, https://doi.org/10.5194/isprs-archives-XLIX-B4-2026-243-2026, https://doi.org/10.5194/isprs-archives-XLIX-B4-2026-243-2026, 2026
Lei Ding, Zhiwu Zhou, Hongping Zhang, Heng Li, Dejin Tang, Xinyan Zheng, Cong Wang, Wenhao Zhao, and Zhen Wang
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B4-2026, 119–123, https://doi.org/10.5194/isprs-archives-XLIX-B4-2026-119-2026, https://doi.org/10.5194/isprs-archives-XLIX-B4-2026-119-2026, 2026
Zhen Wang, Cong Wang, Chang Gao, Hongping Zhang, Dejin Tang, Heng Li, Xinyan Zheng, and Lei Ding
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B3-2026, 301–308, https://doi.org/10.5194/isprs-archives-XLIX-B3-2026-301-2026, https://doi.org/10.5194/isprs-archives-XLIX-B3-2026-301-2026, 2026
Heng Li, Wei Huang, Yong Xu, Wenhao Zhao, Xinyan Zheng, and Jing Yang
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-G-2025, 913–919, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-913-2025, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-913-2025, 2025
Lei Ding, Peiru Cai, Wei Huang, Hongping Zhang, Fei Ding, Wenhao Zhao, Dejin Tang, and Zhen Wang
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-G-2025, 899–904, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-899-2025, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-899-2025, 2025
Cong Wang, Zhen Wang, Hongping Zhang, Dejin Tang, and Lei Ding
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-3-2024, 577–582, https://doi.org/10.5194/isprs-archives-XLVIII-3-2024-577-2024, https://doi.org/10.5194/isprs-archives-XLVIII-3-2024-577-2024, 2024
Zhen Wang, Wei Huang, Chang Gao, Cong Wang, Wenhao Zhao, Dejin Tang, Xinyan Zheng, Heng Li, Lei Ding, Zhengchang Han, and Hongping Zhang
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-3-2024, 423–429, https://doi.org/10.5194/isprs-annals-X-3-2024-423-2024, https://doi.org/10.5194/isprs-annals-X-3-2024-423-2024, 2024
Lei Ding, Hongping Zhang, Wei Huang, Wenhao Zhao, Dejin Tang, Xinyan Zheng, Cong Wang, Heng Li, and Zhen Wang
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-2024, 155–160, https://doi.org/10.5194/isprs-archives-XLVIII-4-2024-155-2024, https://doi.org/10.5194/isprs-archives-XLVIII-4-2024-155-2024, 2024
Hongping Zhang, Wei Huang, Lei Ding, Dejin Tang, Cong Wang, Yong Xu, and Zhen Wang
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-2024, 571–576, https://doi.org/10.5194/isprs-archives-XLVIII-4-2024-571-2024, https://doi.org/10.5194/isprs-archives-XLVIII-4-2024-571-2024, 2024
Heng Li, Wei Huang, Yong Zhai, Wenhao Zhao, Xinyan Zheng, and Jin Liu
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-2024, 303–309, https://doi.org/10.5194/isprs-archives-XLVIII-4-2024-303-2024, https://doi.org/10.5194/isprs-archives-XLVIII-4-2024-303-2024, 2024
H. Li, H. Wei, W. Zhao, and X. Zheng
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 97–104, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-97-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-97-2023, 2023
H. Zhang, M. Du, W. Huang, L. Ding, D. Tang, and J. Jiang
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B4-2022, 639–644, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-639-2022, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-639-2022, 2022
L. Ding, W. Huang, H. Zhang, D. Tang, Z. Zha, X. Zheng, C. Wang, Z. Wang, and H. Li
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B4-2022, 607–612, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-607-2022, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-607-2022, 2022
H. Li, W. Huang, X. Zheng, and L. Ding
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B4-2022, 369–376, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-369-2022, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-369-2022, 2022
S. Zhu, H. Zhang, Y. Jiang, and X. Yang
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B4-2022, 217–222, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-217-2022, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-217-2022, 2022
X. Zheng, T. Cheng, Z. Li, C. Chen, W. Zhang, J. Liu, X. Xing, W. Huang, Z. Zha, H. Zhang, D. Tang, C. Wang, H. Li, L. Ding, Z. Wang, and X. Gao
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2022, 565–570, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-565-2022, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-565-2022, 2022
Z. Wang, W. Huang, H. Zhang, C. Wang, D. Tang, X. Zheng, and L. Ding
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2022, 211–216, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-211-2022, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-211-2022, 2022
J. Jiang, A. Shaker, and H. Zhang
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2022, 7–7, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-7-2022, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-7-2022, 2022
J. Jiang, A. Shaker, and H. Zhang
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-3-2022, 7–7, https://doi.org/10.5194/isprs-annals-V-3-2022-7-2022, https://doi.org/10.5194/isprs-annals-V-3-2022-7-2022, 2022
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