| Recent advances in techniques for hyperspectral image processing A Plaza, JA Benediktsson, JW Boardman, J Brazile, L Bruzzone, ... Remote sensing of environment 113, S110-S122, 2009 | 1906 | 2009 |
| Domain adaptation problems: A DASVM classification technique and a circular validation strategy L Bruzzone, M Marconcini IEEE transactions on pattern analysis and machine intelligence 32 (5), 770-787, 2009 | 719 | 2009 |
| A novel transductive SVM for semisupervised classification of remote-sensing images L Bruzzone, M Chi, M Marconcini IEEE Transactions on Geoscience and Remote Sensing 44 (11), 3363-3373, 2006 | 712 | 2006 |
| Breaking new ground in mapping human settlements from space–The Global Urban Footprint T Esch, W Heldens, A Hirner, M Keil, M Marconcini, A Roth, J Zeidler, ... ISPRS Journal of Photogrammetry and Remote Sensing 134, 30-42, 2017 | 428 | 2017 |
| A novel approach to unsupervised change detection based on a semisupervised SVM and a similarity measure F Bovolo, L Bruzzone, M Marconcini IEEE transactions on geoscience and remote sensing 46 (7), 2070-2082, 2008 | 340 | 2008 |
| Urban footprint processor—Fully automated processing chain generating settlement masks from global data of the TanDEM-X mission T Esch, M Marconcini, A Felbier, A Roth, W Heldens, M Huber, ... IEEE Geoscience and Remote Sensing Letters 10 (6), 1617-1621, 2013 | 326 | 2013 |
| Outlining where humans live, the World Settlement Footprint 2015 M Marconcini, A Metz-Marconcini, S Üreyen, D Palacios-Lopez, W Hanke, ... Scientific Data 7 (1), 242, 2020 | 274 | 2020 |
| An advanced system for the automatic classification of multitemporal SAR images L Bruzzone, M Marconcini, U Wegmuller, A Wiesmann IEEE Transactions on Geoscience and Remote Sensing 42 (6), 1321-1334, 2004 | 238 | 2004 |
| Normalized Difference Flood Index for rapid flood mapping: Taking advantage of EO big data F Cian, M Marconcini, P Ceccato Remote Sensing of Environment 209, 712-730, 2018 | 223 | 2018 |
| New dimensions of urban landscapes: The spatio-temporal evolution from a polynuclei area to a mega-region based on remote sensing data H Taubenböck, M Wiesner, A Felbier, M Marconcini, T Esch, S Dech Applied Geography 47, 137-153, 2014 | 198 | 2014 |
| A composite semisupervised SVM for classification of hyperspectral images M Marconcini, G Camps-Valls, L Bruzzone IEEE Geoscience and Remote Sensing Letters 6 (2), 234-238, 2009 | 165 | 2009 |
| Global evidence of rapid urban growth in flood zones since 1985 J Rentschler, P Avner, M Marconcini, R Su, E Strano, M Vousdoukas, ... Nature 622 (7981), 87-92, 2023 | 160 | 2023 |
| World Settlement Footprint 3D-A first three-dimensional survey of the global building stock T Esch, E Brzoska, S Dech, B Leutner, D Palacios-Lopez, ... Remote sensing of environment 270, 112877, 2022 | 144 | 2022 |
| Toward the automatic updating of land-cover maps by a domain-adaptation SVM classifier and a circular validation strategy L Bruzzone, M Marconcini IEEE Transactions on Geoscience and Remote Sensing 47 (4), 1108-1122, 2009 | 134 | 2009 |
| Estimation of seismic building structural types using multi-sensor remote sensing and machine learning techniques C Geiß, PA Pelizari, M Marconcini, W Sengara, M Edwards, T Lakes, ... ISPRS journal of photogrammetry and remote sensing 104, 175-188, 2015 | 132 | 2015 |
| Understanding current trends in global urbanisation-the world settlement footprint suite M Marconcini, A Metz-Marconcini, T Esch, N Gorelick GI_Forum 9 (1), 33-38, 2021 | 107 | 2021 |
| Combined use of multi-seasonal high and medium resolution satellite imagery for parcel-related mapping of cropland and grassland T Esch, A Metz, M Marconcini, M Keil International Journal of Applied Earth Observation and Geoinformation 28 …, 2014 | 100 | 2014 |
| Urban energy exchanges monitoring from space N Chrysoulakis, S Grimmond, C Feigenwinter, F Lindberg, ... Scientific reports 8 (1), 11498, 2018 | 99 | 2018 |
| Where we live—A summary of the achievements and planned evolution of the global urban footprint T Esch, F Bachofer, W Heldens, A Hirner, M Marconcini, ... Remote Sensing 10 (6), 895, 2018 | 99 | 2018 |
| Dimensioning urbanization–An advanced procedure for characterizing human settlement properties and patterns using spatial network analysis T Esch, M Marconcini, D Marmanis, J Zeidler, S Elsayed, A Metz, A Müller, ... Applied Geography 55, 212-228, 2014 | 88 | 2014 |
