Monika Kuffer

According to our database, Monika Kuffer authored at least 59 papers between 2010 and 2024.

Collaborative distances:

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

2024

Towards a scalable and transferable approach to map deprived areas using Sentinel-2 images and machine learning.

Maxwell Owusu, Arathi Nair, Amir Jafari, Dana R. Thomson, Monika Kuffer, Ryan N. Engstrom

Comput. Environ. Urban Syst., 2024

Semi-Supervised 'Soft' Extraction of Urban Types Associated with Deprivation.

Sabine Vanhuysse, Ángela Abascal, Jon Wang, Stefanos Georganos, Monika Kuffer, Eléonore Wolff

Proceedings of the IGARSS 2024, 2024

ONEKANA: Modelling Thermal Inequalities in African Cities.

Sabine Vanhuysse, Ángela Abascal, Stefanos Georganos, Jon Wang, Monika Kuffer

Proceedings of the IGARSS 2024, 2024

User and Data-Centric Artificial Intelligence for Mapping Urban Deprivation in Multiple Cities Across the Globe.

Bedru Tareke, Paulo Silva Filho, Claudio Persello, Monika Kuffer, Raian Vargas Maretto, Jon Wang, Ángela Abascal, Priam Pillai, Binti Singh, Juan Manuel D'Attoli, Caroline Kabaria, Julio Cesar Pedrassoli, Patricia Lustosa Brito, Peter Elias, Elio Atenógenes, Andrea Ramírez Santiago

Proceedings of the IGARSS 2024, 2024

IDEAMAPS: Modelling Sub-Domains of Deprivation with EO and AI.

Monika Kuffer, Ángela Abascal, Ryan N. Engstrom, Dana R. Thomson, Grant Tregonning, Adenike Shonowo, Qunshan Zhao, João Porto de Albuquerque, Peter Elias, Francis C. Onyambu, Caroline Kabaria

Proceedings of the IGARSS 2024, 2024

Large Area Mapping of Urban Deprivation from Sentinel-2 and Google Open Buildings using Deep Learning.

Ryan N. Engstrom, Maxwell Owusu, Mina Hanna, Amir Jafari, Dana R. Thomson, Monika Kuffer

Proceedings of the IGARSS 2024, 2024

Heat Exposure of Deprivation Through Air Temperature Modelling.

Ángela Abascal, Jon Wang, Monika Kuffer, Stefanos Georganos, Sabine Vanhuysse

Proceedings of the IGARSS 2024, 2024

2023

Planning Walkable Cities: Generative Design Approach towards Digital Twin Implementation.

Dewi Kumalasari, Mila Koeva, Faridaddin Vahdatikhaki, Dessislava Petrova-Antonova, Monika Kuffer

Remote. Sens., February, 2023

Toward 3D Property Valuation - A Review of Urban 3D Modelling Methods for Digital Twin Creation.

Yue Ying, Mila Koeva, Monika Kuffer, Jaap Zevenbergen

ISPRS Int. J. Geo Inf., January, 2023

Three-Dimensional Modelling of Past and Present Shahjahanabad through Multi-Temporal Remotely Sensed Data.

Vaibhav Rajan, Mila Koeva, Monika Kuffer, Andre Da Silva Mano, Shubham Mishra

Remote. Sens., 2023

IDeaMapSudan: Geo-Spatial Modelling of Urban Poverty.

Monika Kuffer, Inas M. M. Ali, Asgad Gummah, Andre Da Silva Mano, Wafa Sakhi, Ibrahim Kushieb, Serkan Girgin, Nuha Eltiny, Julia Kumi, Mosub Abdallah, Maysoon Bad, Fatima Ahmed, Mustafa Hamza, Jon Wang, Taha Elzaki, Caroline Gevaert, Charlotte Flasse

Proceedings of the Joint Urban Remote Sensing Event, 2023

Mapping the Invisibles: Global Urban Inequalities through Night Lights.

Ángela Abascal, Christopher C. M. Kyba, Franz Hölker, Monika Kuffer, Hector Linares Arroyo, Ken Walczak, Alejandro Sánchez de Miguel, Tobias Degen, Miguel O. Roman

Proceedings of the Joint Urban Remote Sensing Event, 2023

Evaluating the Ability to Use Contextual Features to Map Deprived Areas 'Slums' in Multiple Cities.

Ryan N. Engstrom, Maxwell Owusu, Arathi Nair, Amir Jafari, Dana R. Thomson, Monika Kuffer

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Integrating Remote Sensing and Street View Imagery for Mapping Slums.

Abbas Najmi, Caroline M. Gevaert, Divyani Kohli, Monika Kuffer, Jati Pratomo

ISPRS Int. J. Geo Inf., December, 2022

In-Between the Lines and Pixels: Cartography's Transition from Tool of the State to Humanitarian Mapping of Deprived Urban Areas.

Isaac Oluoch, Monika Kuffer, Michael H. Nagenborg

Digit. Soc., July, 2022

On the knowledge gain of urban morphology from space.

Jiong Wang, Stefanos Georganos, Monika Kuffer, Ángela Abascal, Sabine Vanhuysse

Comput. Environ. Urban Syst., 2022

Identifying degrees of deprivation from space using deep learning and morphological spatial analysis of deprived urban areas.

Ángela Abascal, Ignacio Rodríguez-Carreño, Sabine Vanhuysse, Stefanos Georganos, Richard Sliuzas, Eléonore Wolff, Monika Kuffer

Comput. Environ. Urban Syst., 2022

"Domains of deprivation framework" for mapping slums, informal settlements, and other deprived areas in LMICs to improve urban planning and policy: A scoping review.

Ángela Abascal, Natalie Rothwell, Adenike Shonowo, Dana R. Thomson, Peter Eliás, Helen Elsey, Godwin Yeboah, Monika Kuffer

Comput. Environ. Urban Syst., 2022

The Missing Millions in Maps: Exploring Causes of Uncertainties in Global Gridded Population Datasets.

Monika Kuffer, Maxwell Owusu, Lorraine Oliveira, Richard Sliuzas, Frank van Rijn

ISPRS Int. J. Geo Inf., 2022

A census from heaven: Unraveling the potential of deep learning and Earth Observation for intra-urban population mapping in data scarce environments.

Stefanos Georganos, Sebastian Hafner, Monika Kuffer, Catherine Linard, Yifang Ban

Int. J. Appl. Earth Obs. Geoinformation, 2022

2021

Towards user-driven earth observation-based slum mapping.

Maxwell Owusu, Monika Kuffer, Mariana Belgiu, Taïs Grippa, Moritz Lennert, Stefanos Georganos, Sabine Vanhuysse

Comput. Environ. Urban Syst., 2021

Special Issue "Remote-Sensing-Based Urban Planning Indicators".

Monika Kuffer, Karin Pfeffer, Claudio Persello

Remote. Sens., 2021

Is It All the Same? Mapping and Characterizing Deprived Urban Areas Using WorldView-3 Superspectral Imagery. A Case Study in Nairobi, Kenya.

Stefanos Georganos, Ángela Abascal, Monika Kuffer, Jiong Wang, Maxwell Owusu, Eléonore Wolff, Sabine Vanhuysse

Remote. Sens., 2021

Gridded Urban Deprivation Probability from Open Optical Imagery and Dual-Pol Sar Data.

Sabine Vanhuysse, Stefanos Georganos, Monika Kuffer, Taïs Grippa, Moritz Lennert, Eléonore Wolff

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Geo-Ethics in Slum Mapping.

Maxwell Owusu, Monika Kuffer, Mariana Belgiu, Taïs Grippa, Moritz Lennert, Stefanos Georganos, Sabine Vanhuysse

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

EO-Based Low-Cost Frameworks to Address Global Urban Data GAPS on Deprivation and Multiple Hazards.

Monika Kuffer, Dana R. Thomson, Andrew Maki, Sabine Vanhuysse, Stefanos Georganos, Richard Sliuzas, Claudio Persello

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Extracting Urban Deprivation Indicators Using Superspectral Very-High-Resolution Satellite Imagery.

Stefanos Georganos, Sabine Vanhuysse, Ángela Abascal, Monika Kuffer

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Development of a Multi-City Deprived Area Mapping Ecosystem.

Ryan N. Engstrom, Dana R. Thomson, Julia Ek, Monika Kuffer

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

Foreword to the Special Issue on Paving the Way for the Future of Urban Remote Sensing.

Sébastien Lefèvre, Thomas Corpetti, Monika Kuffer, Hannes Taubenböck, Clément Mallet

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Misperceptions of Predominant Slum Locations? Spatial Analysis of Slum Locations in Terms of Topography Based on Earth Observation Data.

Inken Müller, Hannes Taubenböck, Monika Kuffer, Michael Wurm

Remote. Sens., 2020

The Role of Earth Observation in an Integrated Deprived Area Mapping "System" for Low-to-Middle Income Countries.

Monika Kuffer, Dana R. Thomson, Gianluca Boo, Ron Mahabir, Taïs Grippa, Sabine Vanhuysse, Ryan N. Engstrom, Robert Ndugwa, Jack Makau, Edith Darin, João Porto de Albuquerque, Caroline Kabaria

Remote. Sens., 2020

Analysing Urban Development Patterns in a Conflict Zone: A Case Study of Kabul.

Vineet Chaturvedi, Monika Kuffer, Divyani Kohli

Remote. Sens., 2020

Cloud Computation Using High-Resolution Images for Improving the SDG Indicator on Open Spaces.

Rosa Aguilar, Monika Kuffer

Remote. Sens., 2020

The Spatial Dimension of COVID-19: The Potential of Earth Observation Data in Support of Slum Communities with Evidence from Brazil.

Patricia Lustosa Brito, Monika Kuffer, Mila Koeva, Julio Cesar Pedrassoli, Jiong Wang, Federico Costa, Anderson Dias de Freitas

ISPRS Int. J. Geo Inf., 2020

Towards Uncovering Socio-Economic Inequalities Using VHR Satellite Images and Deep Learning.

Claudio Persello, Monika Kuffer

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

The role of spatial heterogeneity in detecting urban slums.

Jiong Wang, Monika Kuffer, Karin Pfeffer

Comput. Environ. Urban Syst., 2019

Post-Disaster Recovery Assessment with Machine Learning-Derived Land Cover and Land Use Information.

Mohammadreza Sheykhmousa, Norman Kerle, Monika Kuffer, Saman Ghaffarian

Remote. Sens., 2019

The Temporal Dynamics of Slums Employing a CNN-Based Change Detection Approach.

Ruoyun Liu, Monika Kuffer, Claudio Persello

Remote. Sens., 2019

Identifying a Slums' Degree of Deprivation from VHR Images Using Convolutional Neural Networks.

Alireza Ajami, Monika Kuffer, Claudio Persello, Karin Pfeffer

Remote. Sens., 2019

Do we underestimate the global slum population?

Monika Kuffer, Claudio Persello, Karin Pfeffer, Richard Sliuzas, Vinodkumar Rao

Proceedings of the Joint Urban Remote Sensing Event, 2019

The Generic Slum Ontology: Can a Global Slum Repository be created?

Divyani Kohli, Monika Kuffer, Caroline M. Gevaert

Proceedings of the Joint Urban Remote Sensing Event, 2019

Challenges of mapping the missing spaces.

Caroline M. Gevaert, Divyani Kohli, Monika Kuffer

Proceedings of the Joint Urban Remote Sensing Event, 2019

Detection of Informal Graveyards in Lima using Fully Convolutional Network with VHR Images.

Henri Debray, Monika Kuffer, Claudio Persello, Christien Klaufus, Karin Pfeffer

Proceedings of the Joint Urban Remote Sensing Event, 2019

2018

Capturing the Urban Divide in Nighttime Light Images From the International Space Station.

Monika Kuffer, Karin Pfeffer, Richard Sliuzas, Hannes Taubenböck, Isa Baud, Martin van Maarseveen

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Machine Learning-Based Slum Mapping in Support of Slum Upgrading Programs: The Case of Bandung City, Indonesia.

Gina Leonita, Monika Kuffer, Richard Sliuzas, Claudio Persello

Remote. Sens., 2018

The Scope of Earth-Observation to Improve the Consistency of the SDG Slum Indicator.

Monika Kuffer, Jiong Wang, Michael H. Nagenborg, Karin Pfeffer, Divyani Kohli, Richard Sliuzas, Claudio Persello

ISPRS Int. J. Geo Inf., 2018

2017

Coupling Uncertainties with Accuracy Assessment in Object-Based Slum Detections, Case Study: Jakarta, Indonesia.

Jati Pratomo, Monika Kuffer, Javier Martinez Martin, Divyani Kohli

Remote. Sens., 2017

Capturing the Diversity of Deprived Areas with Image-Based Features: The Case of Mumbai.

Monika Kuffer, Karin Pfeffer, Richard Sliuzas, Isa Baud, Martin van Maarseveen

Remote. Sens., 2017

Assessing the quality of Global Human Settlement Layer products for Kampala, Uganda.

Richard Sliuzas, Monika Kuffer, Thomas Kemper

Proceedings of the Joint Urban Remote Sensing Event, 2017

Slum mapping.

Richard Sliuzas, Monika Kuffer, Caroline Gevaert, Claudio Persello, Karin Pfeffer

Proceedings of the Joint Urban Remote Sensing Event, 2017

City nighttime light variations using ISS images.

Monika Kuffer, Richard Sliuzas, Martin van Maarseveen, Karin Pfeffer, Isa Baud

Proceedings of the Joint Urban Remote Sensing Event, 2017

Spatial patterns of slums: Comparing African and Asian cities.

Monika Kuffer, Felix Orina, Richard Sliuzas, Hannes Taubenböck

Proceedings of the Joint Urban Remote Sensing Event, 2017

2016

Extraction of Slum Areas From VHR Imagery Using GLCM Variance.

Monika Kuffer, Karin Pfeffer, Richard Sliuzas, Isa Baud

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Slums from Space - 15 Years of Slum Mapping Using Remote Sensing.

Monika Kuffer, Karin Pfeffer, Richard Sliuzas

Remote. Sens., 2016

2015

The utility of the co-occurrence matrix to extract slum areas from VHR imagery.

Monika Kuffer, Richard Sliuzas, Karin Pfeffer, Isa Baud

Proceedings of the Joint Urban Remote Sensing Event, 2015

2014

The development of a morphological unplanned settlement index using very-high-resolution (VHR) imagery.

Monika Kuffer, Joana Barros, Richard Sliuzas

Comput. Environ. Urban Syst., 2014

2011

An integrative methodology to improve brownfield redevelopment planning in Chinese cities: A case study of Futian, Shenzhen.

Fangfang Cheng, Stan C. M. Geertman, Monika Kuffer, Qingming Zhan

Comput. Environ. Urban Syst., 2011

An exploration of natural capital in the context of multiple deprivations.

Shubham Mishra, Monika Kuffer, Javier Martinez Martin, Karin Pfeffer

Proceedings of the Joint Urban Remote Sensing Event, 2011

2010

Understanding heterogeneity in metropolitan India: The added value of remote sensing data for analyzing sub-standard residential areas.

Isa Baud, Monika Kuffer, Karin Pfeffer, Richard Sliuzas, Sadasivam Karuppannan

Int. J. Appl. Earth Obs. Geoinformation, 2010