Steffen Knoblauch

According to our database, Steffen Knoblauch authored at least 17 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

The NetMob26 Dataset: A High-Resolution Multi-Source View of Public Bus Mobility in Niterói.

Felipe Domingos, Humberto T. Marques-Neto, Bruno Pereira, Clayson Celes, Steffen Knoblauch, Vinícius F. S. Mota

CoRR, May, 2026

Open-access model for detecting openly dumped dispersed municipal solid waste from crowdsourced UAV imagery in Sub-Saharan Africa.

Steffen Knoblauch, Ram Kumar Muthusamy, Luis M. A. Bettencourt, Costas Velis, Pierre Chrzanowski, Edward Charles Anderson, Pete Masters, Innocent Maholi, Antonio Inguane, Levi Szamek, Alexander Zipf

CoRR, May, 2026

Unbox Responsible GeoAI: Navigating Climate Extreme and Disaster Mapping.

Hao Li, Steffen Knoblauch

CoRR, May, 2026

AI-based Waste Mapping for Addressing Climate-Exacerbated Flood Risk.

Steffen Knoblauch, Levi Szamek, Iddy Chazua, Benedcto Adamu, Innocent Maholi, Alexander Zipf

CoRR, April, 2026

Automated Road Crack Localization to Guide Highway Maintenance.

Steffen Knoblauch, Ram Kumar Muthusamy, Pedram Ghamisi, Alexander Zipf

CoRR, January, 2026

Assessing Building Heat Resilience Using UAV and Street-View Imagery with Coupled Global Context Vision Transformer.

Steffen Knoblauch, Ram Kumar Muthusamy, Hao Li, Iddy Chazua, Benedcto Adamu, Innocent Maholi, Alexander Zipf

CoRR, January, 2026

Estimating road speed classes: Integrating OpenStreetMap and Street View imagery for missing data imputation.

Shiyu Tang, Sukanya Randhawa, Jin Rui, Christina Ludwig, Steffen Knoblauch, Charles Hatfield, Alexander Zipf

Comput. Environ. Urban Syst., 2026

2025

Towards Generative Location Awareness for Disaster Response: A Probabilistic Cross-view Geolocalization Approach.

Hao Li, Fabian Deuser, Wenping Yin, Steffen Knoblauch, Wufan Zhao, Filip Biljecki, Yong Xue, Wei Huang

CoRR, December, 2025

SHRUG-FM: Reliability-Aware Foundation Models for Earth Observation.

Kai-Hendrik Cohrs, Zuzanna Osika, Maria Gonzalez-Calabuig, Vishal Nedungadi, Ruben Cartuyvels, Steffen Knoblauch, Joppe Massant, Shruti Nath, Patrick Ebel, Vasileios Sitokonstantinou

CoRR, November, 2025

GeoDEN: A Visual Exploration Tool for Analysing the Geographic Spread of Dengue Serotypes.

Aidan Marler, Yannik E. Roell, Steffen Knoblauch, Jane P. Messina, Thomas Jaenisch, Morteza Karimzadeh

CoRR, March, 2025

Mitigating Heat Stress by Reducing Solar Exposure in Pedestrian Routing.

Nikolaos Kolaxidis, Christina Ludwig, Steffen Knoblauch, Johannes Fürle, Kathrin Foshag, Sascha Fendrich, Sven Lautenbach, Alexander Zipf

Trans. GIS, 2025

GeoDEN: A Visual Exploration Tool for Analyzing the Geographic Spread of Dengue Serotypes.

Aidan Marler, Yannik E. Roell, Steffen Knoblauch, Jane P. Messina, Thomas Jänisch, Morteza Karimzadeh

Comput. Graph. Forum, 2025

2024

UAV-Assisted Municipal Solid Waste Monitoring for Informed Disposal Decisions [Research Data].

Steffen Knoblauch, Levi Szamek, Jonas Wenk, Iddy Chazua, Innocent Maholi, Maciej Adamiak, Sven Lautenbach, Alexander Zipf

Dataset, October, 2024

UAV-Assisted Municipal Solid Waste Monitoring for Informed Disposal Decisions.

Steffen Knoblauch, Levi Szamek, Jonas Wenk, Iddy Chazua, Innocent Maholi, Maciej Adamiak, Sven Lautenbach, Alexander Zipf

Proceedings of the 2024 International Conference on Information Technology for Social Good, 2024

2023

Semi-supervised water tank detection to support vector control of emerging infectious diseases transmitted by <i>Aedes Aegypti</i>.

Steffen Knoblauch, Hao Li, Sven Lautenbach, Yara Elshiaty, Antônio A. de A. Rocha, Bernd Resch, Dorian Arifi, Thomas Jänisch, Ivonne Morales, Alexander Zipf

Int. J. Appl. Earth Obs. Geoinformation, May, 2023

Semi-supervised water tank detection to support vector control of emerging infectious diseases transmitted by Aedes Aegpyti [Research Data].

Steffen Knoblauch, Hao Li, Sven Lautenbach, Yara Elshiaty, Antônio A. de A. Rocha, Bernd Resch, Dorian Arifi, Thomas Jänisch, Ivonne Morales, Alexander Zipf

Dataset, April, 2023

Semi-supervised water tank detection to support vector control of emerging infectious diseases transmitted by Aedes Aegpyti [Research Data].

Steffen Knoblauch, Hao Li, Sven Lautenbach, Yara Elshiaty, Antônio A. de A. Rocha, Bernd Resch, Dorian Arifi, Thomas Jänisch, Ivonne Morales, Alexander Zipf

Dataset, April, 2023