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

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
100246

Ludwig, Ferdinand; Hensel, Michael; Rötzer, Thomas; Ahmeti, Albin; Chen, Xi; Erdal, Halil Ibrahim; Reischel, Astrid; Shu, Qiguan; Tyc, Jakub Marcin; Yazdi, Hadi
JoDLA – Journal of Digital Landscape Architecture
Digital Workflow for Novel Urban Green System Design Derived from a Historical Role Model
Wichmann Verlag
2024
333-345

Yazdi, Hadi;Boey, Kai Zhe;Rötzer, Thomas;Petzold, Frank;Shu, Qiguan;Ludwig, Ferdinand
Automated classification of tree species using graph structure data and neural networks
Ecological Informatics
2024
84
102874

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 & Urban Greening
2024
101
128527

Yazdi, Hadi;Shu, Qiguan;Rötzer, Thomas;Petzold, Frank;Ludwig, Ferdinand
TreeML-Data; a multidisciplinary and multilayer urban tree dataset
2024

Shu, Qiguan;Yazdi, Hadi;Rötzer, Thomas;Ludwig, Ferdinand
Predicting resprouting of Platanus × hispanica following branch pruning by means of machine learning
Frontiers in Plant Science
2024
15

Micklewright, Julia;Baghaie Poor, Mahtab ;Fakirova, Elizaveta;Yazdi, Hadi;Rahman, Mohammad A
Urban Green Infrastructure for Resilient Urban Transformations: A System Dynamics Modelling Approach for Streets as Multifunctional Spaces
Proceedings of 37th PLEA Conference, Sustainable Architecture and Urban Design
2024

Yazdi, Hadi; Shu, Qiguan; Chen, Xi; Rötzer, Thomas; Ludwig, Ferdinand
GroTree – A Novel Toolbox for Simulating and Managing Urban Tree Canopy Growth
Wichmann Verlag
2024

Köhl, Florian; Burkhard, Christian; Ludwig, Ferdinand; Höpfl, Lisa; Eisenberg, Bernd; Lienhard, Julian
Baumfassaden als eine klimatisch wirksame, innovative Form der Bauwerksbegrünung
2023