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2020 – today
- 2024
[j34]Maxwell Owusu
, Arathi Nair, Amir Jafari, Dana R. Thomson, Monika Kuffer, Ryan N. Engstrom:
Towards a scalable and transferable approach to map deprived areas using Sentinel-2 images and machine learning. Comput. Environ. Urban Syst. 109: 102075 (2024)- [c25]Ángela Abascal, Jon Wang, Monika Kuffer, Stefanos Georganos, Sabine Vanhuysse:
Heat Exposure of Deprivation Through Air Temperature Modelling. IGARSS 2024: 1156-1159 - [c24]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:
User and Data-Centric Artificial Intelligence for Mapping Urban Deprivation in Multiple Cities Across the Globe. IGARSS 2024: 1553-1557 - [c23]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:
IDEAMAPS: Modelling Sub-Domains of Deprivation with EO and AI. IGARSS 2024: 1562-1566 - [c22]Ryan N. Engstrom, Maxwell Owusu, Mina Hanna, Amir Jafari, Dana R. Thomson, Monika Kuffer:
Large Area Mapping of Urban Deprivation from Sentinel-2 and Google Open Buildings using Deep Learning. IGARSS 2024: 1567-1570 - [c21]Sabine Vanhuysse, Ángela Abascal, Stefanos Georganos, Jon Wang, Monika Kuffer:
ONEKANA: Modelling Thermal Inequalities in African Cities. IGARSS 2024: 1571-1575 - [c20]Sabine Vanhuysse, Ángela Abascal, Jon Wang, Stefanos Georganos, Monika Kuffer, Eléonore Wolff:
Semi-Supervised 'Soft' Extraction of Urban Types Associated with Deprivation. IGARSS 2024: 1581-1584 - 2023
- [j33]Yue Ying, Mila Koeva, Monika Kuffer, Jaap Zevenbergen:
Toward 3D Property Valuation - A Review of Urban 3D Modelling Methods for Digital Twin Creation. ISPRS Int. J. Geo Inf. 12(1): 2 (2023) - [j32]Dewi Kumalasari, Mila Koeva, Faridaddin Vahdatikhaki, Dessislava Petrova-Antonova, Monika Kuffer:
Planning Walkable Cities: Generative Design Approach towards Digital Twin Implementation. Remote. Sens. 15(4): 1088 (2023) - [j31]Vaibhav Rajan, Mila Koeva, Monika Kuffer, Andre Da Silva Mano, Shubham Mishra:
Three-Dimensional Modelling of Past and Present Shahjahanabad through Multi-Temporal Remotely Sensed Data. Remote. Sens. 15(11): 2924 (2023) - [c19]Ryan N. Engstrom, Maxwell Owusu, Arathi Nair, Amir Jafari, Dana R. Thomson, Monika Kuffer:
Evaluating the Ability to Use Contextual Features to Map Deprived Areas 'Slums' in Multiple Cities. IGARSS 2023: 3620-3623 - [c18]Ángela Abascal, Christopher C. M. Kyba, Franz Hölker, Monika Kuffer, Hector Linares Arroyo, Ken Walczak, Alejandro Sánchez de Miguel, Tobias Degen, Miguel O. Roman:
Mapping the Invisibles: Global Urban Inequalities through Night Lights. JURSE 2023: 1-4 - [c17]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:
IDeaMapSudan: Geo-Spatial Modelling of Urban Poverty. JURSE 2023: 1-4 - 2022
- [j30]Stefanos Georganos, Sebastian Hafner, Monika Kuffer, Catherine Linard, Yifang Ban:
A census from heaven: Unraveling the potential of deep learning and Earth Observation for intra-urban population mapping in data scarce environments. Int. J. Appl. Earth Obs. Geoinformation 114: 103013 (2022) - [j29]Isaac Oluoch, Monika Kuffer, Michael H. Nagenborg:
In-Between the Lines and Pixels: Cartography's Transition from Tool of the State to Humanitarian Mapping of Deprived Urban Areas. Digit. Soc. 1(1) (2022) - [j28]Monika Kuffer, Maxwell Owusu, Lorraine Oliveira, Richard Sliuzas, Frank van Rijn:
The Missing Millions in Maps: Exploring Causes of Uncertainties in Global Gridded Population Datasets. ISPRS Int. J. Geo Inf. 11(7): 403 (2022) - [j27]Abbas Najmi, Caroline M. Gevaert, Divyani Kohli, Monika Kuffer, Jati Pratomo:
Integrating Remote Sensing and Street View Imagery for Mapping Slums. ISPRS Int. J. Geo Inf. 11(12): 631 (2022) - [j26]Ángela Abascal, Natalie Rothwell, Adenike Shonowo, Dana R. Thomson, Peter Eliás, Helen Elsey, Godwin Yeboah, Monika Kuffer:
"Domains of deprivation framework" for mapping slums, informal settlements, and other deprived areas in LMICs to improve urban planning and policy: A scoping review. Comput. Environ. Urban Syst. 93: 101770 (2022) - [j25]Ángela Abascal, Ignacio Rodríguez-Carreño, Sabine Vanhuysse, Stefanos Georganos, Richard Sliuzas, Eléonore Wolff, Monika Kuffer:
Identifying degrees of deprivation from space using deep learning and morphological spatial analysis of deprived urban areas. Comput. Environ. Urban Syst. 95: 101820 (2022) - [j24]Jiong Wang, Stefanos Georganos, Monika Kuffer, Ángela Abascal, Sabine Vanhuysse:
On the knowledge gain of urban morphology from space. Comput. Environ. Urban Syst. 95: 101831 (2022) - 2021
- [j23]Monika Kuffer, Karin Pfeffer, Claudio Persello:
Special Issue "Remote-Sensing-Based Urban Planning Indicators". Remote. Sens. 13(7): 1264 (2021) - [j22]Stefanos Georganos, Ángela Abascal, Monika Kuffer, Jiong Wang, Maxwell Owusu, Eléonore Wolff, Sabine Vanhuysse:
Is It All the Same? Mapping and Characterizing Deprived Urban Areas Using WorldView-3 Superspectral Imagery. A Case Study in Nairobi, Kenya. Remote. Sens. 13(24): 4986 (2021) - [j21]Maxwell Owusu, Monika Kuffer, Mariana Belgiu, Taïs Grippa, Moritz Lennert, Stefanos Georganos, Sabine Vanhuysse:
Towards user-driven earth observation-based slum mapping. Comput. Environ. Urban Syst. 89: 101681 (2021) - [c16]Monika Kuffer, Dana R. Thomson, Andrew Maki, Sabine Vanhuysse, Stefanos Georganos, Richard Sliuzas, Claudio Persello:
EO-Based Low-Cost Frameworks to Address Global Urban Data GAPS on Deprivation and Multiple Hazards. IGARSS 2021: 2106-2109 - [c15]Sabine Vanhuysse, Stefanos Georganos, Monika Kuffer, Taïs Grippa, Moritz Lennert, Eléonore Wolff:
Gridded Urban Deprivation Probability from Open Optical Imagery and Dual-Pol Sar Data. IGARSS 2021: 2110-2113 - [c14]Stefanos Georganos, Sabine Vanhuysse, Ángela Abascal, Monika Kuffer:
Extracting Urban Deprivation Indicators Using Superspectral Very-High-Resolution Satellite Imagery. IGARSS 2021: 2114-2117 - [c13]Ryan N. Engstrom, Dana R. Thomson, Julia Ek, Monika Kuffer:
Development of a Multi-City Deprived Area Mapping Ecosystem. IGARSS 2021: 2122-2125 - [c12]Maxwell Owusu, Monika Kuffer, Mariana Belgiu, Taïs Grippa, Moritz Lennert, Stefanos Georganos, Sabine Vanhuysse:
Geo-Ethics in Slum Mapping. IGARSS 2021: 5700-5703 - 2020
- [j20]Patricia Lustosa Brito, Monika Kuffer, Mila Koeva, Julio Cesar Pedrassoli, Jiong Wang, Federico Costa, Anderson Dias de Freitas:
The Spatial Dimension of COVID-19: The Potential of Earth Observation Data in Support of Slum Communities with Evidence from Brazil. ISPRS Int. J. Geo Inf. 9(9): 557 (2020) - [j19]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:
The Role of Earth Observation in an Integrated Deprived Area Mapping "System" for Low-to-Middle Income Countries. Remote. Sens. 12(6): 982 (2020) - [j18]Rosa Aguilar, Monika Kuffer:
Cloud Computation Using High-Resolution Images for Improving the SDG Indicator on Open Spaces. Remote. Sens. 12(7): 1144 (2020) - [j17]Inken Müller, Hannes Taubenböck, Monika Kuffer, Michael Wurm:
Misperceptions of Predominant Slum Locations? Spatial Analysis of Slum Locations in Terms of Topography Based on Earth Observation Data. Remote. Sens. 12(15): 2474 (2020) - [j16]Vineet Chaturvedi, Monika Kuffer, Divyani Kohli:
Analysing Urban Development Patterns in a Conflict Zone: A Case Study of Kabul. Remote. Sens. 12(21): 3662 (2020) - [j15]Sébastien Lefèvre, Thomas Corpetti, Monika Kuffer, Hannes Taubenböck, Clément Mallet:
Foreword to the Special Issue on Paving the Way for the Future of Urban Remote Sensing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 6533-6536 (2020) - [c11]Claudio Persello, Monika Kuffer:
Towards Uncovering Socio-Economic Inequalities Using VHR Satellite Images and Deep Learning. IGARSS 2020: 3747-3750
2010 – 2019
- 2019
- [j14]Mohammadreza Sheykhmousa, Norman Kerle, Monika Kuffer, Saman Ghaffarian:
Post-Disaster Recovery Assessment with Machine Learning-Derived Land Cover and Land Use Information. Remote. Sens. 11(10): 1174 (2019) - [j13]Alireza Ajami, Monika Kuffer, Claudio Persello, Karin Pfeffer:
Identifying a Slums' Degree of Deprivation from VHR Images Using Convolutional Neural Networks. Remote. Sens. 11(11): 1282 (2019) - [j12]Ruoyun Liu, Monika Kuffer, Claudio Persello:
The Temporal Dynamics of Slums Employing a CNN-Based Change Detection Approach. Remote. Sens. 11(23): 2844 (2019) - [j11]Jiong Wang, Monika Kuffer, Karin Pfeffer:
The role of spatial heterogeneity in detecting urban slums. Comput. Environ. Urban Syst. 73: 95-107 (2019) - [c10]Henri Debray, Monika Kuffer, Claudio Persello, Christien Klaufus, Karin Pfeffer:
Detection of Informal Graveyards in Lima using Fully Convolutional Network with VHR Images. JURSE 2019: 1-4 - [c9]Caroline M. Gevaert, Divyani Kohli, Monika Kuffer:
Challenges of mapping the missing spaces. JURSE 2019: 1-4 - [c8]Divyani Kohli, Monika Kuffer, Caroline M. Gevaert:
The Generic Slum Ontology: Can a Global Slum Repository be created? JURSE 2019: 1-4 - [c7]Monika Kuffer, Claudio Persello, Karin Pfeffer, Richard Sliuzas, Vinodkumar Rao:
Do we underestimate the global slum population? JURSE 2019: 1-4 - 2018
- [j10]Monika Kuffer, Jiong Wang, Michael H. Nagenborg, Karin Pfeffer, Divyani Kohli, Richard Sliuzas, Claudio Persello:
The Scope of Earth-Observation to Improve the Consistency of the SDG Slum Indicator. ISPRS Int. J. Geo Inf. 7(11): 428 (2018) - [j9]Gina Leonita, Monika Kuffer, Richard Sliuzas, Claudio Persello:
Machine Learning-Based Slum Mapping in Support of Slum Upgrading Programs: The Case of Bandung City, Indonesia. Remote. Sens. 10(10): 1522 (2018) - [j8]Monika Kuffer, Karin Pfeffer, Richard Sliuzas, Hannes Taubenböck, Isa Baud, Martin van Maarseveen:
Capturing the Urban Divide in Nighttime Light Images From the International Space Station. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(8): 2578-2586 (2018) - 2017
- [j7]Monika Kuffer, Karin Pfeffer, Richard Sliuzas, Isa Baud, Martin van Maarseveen:
Capturing the Diversity of Deprived Areas with Image-Based Features: The Case of Mumbai. Remote. Sens. 9(4): 384 (2017) - [j6]Jati Pratomo, Monika Kuffer, Javier Martinez Martin, Divyani Kohli:
Coupling Uncertainties with Accuracy Assessment in Object-Based Slum Detections, Case Study: Jakarta, Indonesia. Remote. Sens. 9(11): 1164 (2017) - [c6]Monika Kuffer, Felix Orina, Richard Sliuzas, Hannes Taubenböck:
Spatial patterns of slums: Comparing African and Asian cities. JURSE 2017: 1-4 - [c5]Monika Kuffer, Richard Sliuzas, Martin van Maarseveen, Karin Pfeffer, Isa Baud:
City nighttime light variations using ISS images. JURSE 2017: 1-4 - [c4]Richard Sliuzas, Monika Kuffer, Caroline Gevaert, Claudio Persello, Karin Pfeffer:
Slum mapping. JURSE 2017: 1-4 - [c3]Richard Sliuzas, Monika Kuffer, Thomas Kemper:
Assessing the quality of Global Human Settlement Layer products for Kampala, Uganda. JURSE 2017: 1-4 - 2016
- [j5]Monika Kuffer, Karin Pfeffer, Richard Sliuzas:
Slums from Space - 15 Years of Slum Mapping Using Remote Sensing. Remote. Sens. 8(6): 455 (2016) - [j4]Monika Kuffer, Karin Pfeffer, Richard Sliuzas, Isa Baud:
Extraction of Slum Areas From VHR Imagery Using GLCM Variance. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(5): 1830-1840 (2016) - 2015
- [c2]Monika Kuffer, Richard Sliuzas, Karin Pfeffer, Isa Baud:
The utility of the co-occurrence matrix to extract slum areas from VHR imagery. JURSE 2015: 1-4 - 2014
- [j3]Monika Kuffer, Joana Barros, Richard Sliuzas:
The development of a morphological unplanned settlement index using very-high-resolution (VHR) imagery. Comput. Environ. Urban Syst. 48: 138-152 (2014) - 2011
- [j2]Fangfang Cheng, Stan C. M. Geertman, Monika Kuffer, Qingming Zhan:
An integrative methodology to improve brownfield redevelopment planning in Chinese cities: A case study of Futian, Shenzhen. Comput. Environ. Urban Syst. 35(5): 388-398 (2011) - [c1]Shubham Mishra, Monika Kuffer, Javier Martinez Martin, Karin Pfeffer:
An exploration of natural capital in the context of multiple deprivations. JURSE 2011: 157-160 - 2010
- [j1]Isa Baud, Monika Kuffer, Karin Pfeffer, Richard Sliuzas, Sadasivam Karuppannan:
Understanding heterogeneity in metropolitan India: The added value of remote sensing data for analyzing sub-standard residential areas. Int. J. Appl. Earth Obs. Geoinformation 12(5): 359-374 (2010)
Coauthor Index
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