Wysocki, Olaf;Schwab, Benedikt;Biswanath, \Manoj Kumar\;Greza, Michael;Zhang, Qilin;Zhu, Jingwei;Froech, Thomas;Heeramaglore, Medhini;Hijazi, Ihab;Kanna, Khaoula;Pechinger, Mathias;Chen, Zhaiyu;Sun, Yao;Segura, \Alejandro Rueda\;Xu, Ziyang;AbdelGafar, Omar;Mehranfar, Mansour;Yeshwanth, Chandan;Liu, \Yueh Cheng\;Yazdi, Hadi;Wang, Jiapan;Auer, Stefan;Anders, Katharina;Bogenberger, Klaus;Borrmann, André;Dai, Angela;Hoegner, Ludwig;Holst, Christoph;Kolbe, \Thomas H.\;Ludwig, Ferdinand;Nießner, Matthias;Petzold, Frank;Zhu, \Xiao Xiang\;Jutzi, Boris
TUM2TWIN: Introducing the large-scale multimodal urban digital twin benchmark dataset
ISPRS Journal of Photogrammetry and Remote Sensing
2026
232
February
810--830

Rötzer, Thomas;Moser-Reischl, Astrid;Pattnaik, Nayanesh;Pauleit, Stephan;Shu, Qiguan;Ludwig, Ferdinand
Effects of pruning on growth and ecosystem services of plane trees in urban environment
Urban Forestry and Urban Greening
2026
117
March

Fleckenstein, Christoph
Rethinking Trees in Planters
2026
Dissertation
158 Seiten

Shu, Qiguan;Boey, \Kai Zhe\;Ludwig, Ferdinand
Reinforcement learning-driven decision support for target-oriented branch pruning on urban trees
Smart and Sustainable Built Environment
2025

Zhang, Xiaohan;Ludwig, Ferdinand
Shade for pedestrians: A novel approach to calculate the spatio-temporal shade benefits of street trees considering pedestrian flow
Building and Environment
2025
272
March

Parhizgar, Leila;Pattnaik, Nayanesh;Yazdi, Hadi;Qiguan, Shu;Pauleit, Stephan;Rahman, \Mohammad A.\;Ludwig, Ferdinand;Pretzsch, Hans;Rötzer, Thomas
Branch biomass allometries for urban tree species based on terrestrial laser scanning (TLS) data
Trees - Structure and Function
2025
39
4
August

Shu, Qiguan;Rötzer, Thomas;Yazdi, Hadi;Reischl, Astrid;Ludwig, Ferdinand
A comparative study of voxel-based leaf area density estimation from quantitative structure models of trees
Science of Remote Sensing
2025
12
December

Yazdi, Hadi
Application of Machine Learning in Automated Urban Tree Inventory and Tree Crown Geometry Development for Optimizing Tree Planting Locations
2025
Dissertation
157 Seiten

Shu, Qiguan
Design-Oriented Urban Tree Pruning on Digital Twins: From Data Structure to Decision Support Systems
2025
Dissertation
161 Seiten

Yazdi, Hadi;Moser-Reischl, Astrid;Rötzer, Thomas;Petzold, Frank;Ludwig, Ferdinand
Machine learning-based prediction of tree crown development in competitive urban environments
Urban Forestry and Urban Greening
2024
101
November