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Research Articles

Big earth data analytics on Sentinel-1 and Landsat imagery in support to global human settlements mapping

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Pages 118-144 | Received 10 Oct 2017, Accepted 18 Oct 2017, Published online: 30 Nov 2017

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A. J. Florczyk, M. Melchiorri, J. Zeidler, C. Corbane, M. Schiavina, S. Freire, F. Sabo, P. Politis, T. Esch & M. Pesaresi. (2020) The Generalised Settlement Area: mapping the Earth surface in the vicinity of built-up areas. International Journal of Digital Earth 13:1, pages 45-60.
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Iulian-Horia Holobâcă, Kinga Ivan & Mircea Alexe. (2019) Extracting built-up areas from Sentinel-1 imagery using land-cover classification and texture analysis. International Journal of Remote Sensing 40:20, pages 8054-8069.
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Christina Corbane, Martino Pesaresi, Thomas Kemper, Panagiotis Politis, Aneta J. Florczyk, Vasileios Syrris, Michele Melchiorri, Filip Sabo & Pierre Soille. (2019) Automated global delineation of human settlements from 40 years of Landsat satellite data archives. Big Earth Data 3:2, pages 140-169.
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Crossref
Matthias Demuzere, Jonas Kittner & Benjamin Bechtel. (2021) LCZ Generator: A Web Application to Create Local Climate Zone Maps. Frontiers in Environmental Science 9.
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Ghaffar Ali, Sawaid Abbas, Faisal Mueen Qamer, Man Sing Wong, Ghulam Rasul, Syed Muhammad Irteza & Naeem Shahzad. (2021) Environmental impacts of shifts in energy, emissions, and urban heat island during the COVID-19 lockdown across Pakistan. Journal of Cleaner Production 291, pages 125806.
Crossref
Daniele Ehrlich, Michele Melchiorri & Claudia Capitani. (2021) Population Trends and Urbanisation in Mountain Ranges of the World. Land 10:3, pages 255.
Crossref
Wadii Boulila, Mokhtar Sellami, Maha Driss, Mohammed Al-Sarem, Mahmood Safaei & Fuad A. Ghaleb. (2021) RS-DCNN: A novel distributed convolutional-neural-networks based-approach for big remote-sensing image classification. Computers and Electronics in Agriculture 182, pages 106014.
Crossref
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Crossref
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Crossref
Keling Liu & Erqi Xu. (2021) Fusion and Correction of Multi-Source Land Cover Products Based on Spatial Detection and Uncertainty Reasoning Methods in Central Asia. Remote Sensing 13:2, pages 244.
Crossref
Antonio Del Mastro, Monaco Federico, Evgeniy Eremchenko & Binti Nelson. (2021) "Digital Health Earth": towards a global healthcare management geolocating human health condition by means of space technology. Geocontext, pages 52-71.
Crossref
Jeremiah J. Nieves, Maksym Bondarenko, David Kerr, Nikolas Ves, Greg Yetman, Parmanand Sinha, Donna J. Clarke, Alessandro Sorichetta, Forrest R. Stevens, Andrea E. Gaughan & Andrew J. Tatem. (2021) Measuring the contribution of built-settlement data to global population mapping. Social Sciences & Humanities Open 3:1, pages 100102.
Crossref
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Crossref
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Crossref
Zhen Liu & Deborah Balk. (2020) Urbanisation and differential vulnerability to coastal flooding among migrants and nonmigrants in Bangladesh. Population, Space and Place 26:7.
Crossref
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Vasileios Syrris, Christina Corbane, Martino Pesaresi & Pierre Soille. (2020) Mosaicking Copernicus Sentinel-1 Data at Global Scale. IEEE Transactions on Big Data 6:3, pages 547-557.
Crossref
Matthias Demuzere, Steve Hankey, Gerald Mills, Wenwen Zhang, Tianjun Lu & Benjamin Bechtel. (2020) Combining expert and crowd-sourced training data to map urban form and functions for the continental US. Scientific Data 7:1.
Crossref
Annett Bartsch, Georg Pointner, Thomas Ingeman-Nielsen & Wenjun Lu. (2020) Towards Circumpolar Mapping of Arctic Settlements and Infrastructure Based on Sentinel-1 and Sentinel-2. Remote Sensing 12:15, pages 2368.
Crossref
Marco Ottinger & Claudia Kuenzer. (2020) Spaceborne L-Band Synthetic Aperture Radar Data for Geoscientific Analyses in Coastal Land Applications: A Review. Remote Sensing 12:14, pages 2228.
Crossref
Sebastian Eichhorn. (2020) Disaggregating Population Data and Evaluating the Accuracy of Modeled High-Resolution Population Distribution—The Case Study of Germany. Sustainability 12:10, pages 3976.
Crossref
Jeremiah J. Nieves, Maksym Bondarenko, Alessandro Sorichetta, Jessica E. Steele, David Kerr, Alessandra Carioli, Forrest R. Stevens, Andrea E. Gaughan & Andrew J. Tatem. (2020) Predicting Near-Future Built-Settlement Expansion Using Relative Changes in Small Area Populations. Remote Sensing 12:10, pages 1545.
Crossref
Chunping Qiu, Michael Schmitt, Christian Geiß, Tzu-Hsin Karen Chen & Xiao Xiang Zhu. (2020) A framework for large-scale mapping of human settlement extent from Sentinel-2 images via fully convolutional neural networks. ISPRS Journal of Photogrammetry and Remote Sensing 163, pages 152-170.
Crossref
Beata Calka & Elzbieta Bielecka. (2020) GHS-POP Accuracy Assessment: Poland and Portugal Case Study. Remote Sensing 12:7, pages 1105.
Crossref
Renaud Marti, Zhichao Li, Thibault Catry, Emmanuel Roux, Morgan Mangeas, Pascal Handschumacher, Jean Gaudart, Annelise Tran, Laurent Demagistri, Jean-François Faure, José Joaquín Carvajal, Bruna Drumond, Lei Xu, Vincent Herbreteau, Helen Gurgel, Nadine Dessay & Peng Gong. (2020) A Mapping Review on Urban Landscape Factors of Dengue Retrieved from Earth Observation Data, GIS Techniques, and Survey Questionnaires. Remote Sensing 12:6, pages 932.
Crossref
Meiqin Che & Paolo Gamba. (2020) Change Pattern Exploration With Hierarchical Bi-Clustering On Sentinel-1 Sar And Nighttime Light Data. Change Pattern Exploration With Hierarchical Bi-Clustering On Sentinel-1 Sar And Nighttime Light Data.
Michalis I. Vousdoukas, Roshanka Ranasinghe, Lorenzo Mentaschi, Theocharis A. Plomaritis, Panagiotis Athanasiou, Arjen Luijendijk & Luc Feyen. (2020) Sandy coastlines under threat of erosion. Nature Climate Change 10:3, pages 260-263.
Crossref
Johannes H. Uhl & Stefan Leyk. (2020) Towards a novel backdating strategy for creating built-up land time series data using contemporary spatial constraints. Remote Sensing of Environment 238, pages 111197.
Crossref
José Manuel Delgado Blasco, Fabio Cian, Ramon F. Hanssen & Gert Verstraeten. (2020) Mapping and Quantifying the Human-Environment Interactions in Middle Egypt Using Machine Learning and Satellite Data Fusion Techniques. Remote Sensing 12:3, pages 584.
Crossref
Christina Corbane, Soushi Kato, Koki Iwao, Filip Sabo, Panagiotis Politis, Martino Pesaresi & Thomas Kemper. (2020) Leveraging ALOS-2 PALSAR-2 for Mapping Built-Up Areas and Assessing Their Vertical Component. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 13, pages 6473-6483.
Crossref
Graciela Metternicht, Norman Mueller & Richard Lucas. 2020. Manual of Digital Earth. Manual of Digital Earth 443 471 .
Stefan Leyk, Deborah Balk, Bryan Jones, Mark R. Montgomery & Hasim Engin. (2019) The heterogeneity and change in the urban structure of metropolitan areas in the United States, 1990–2010. Scientific Data 6:1.
Crossref
Claudio A. Belis, Enrico Pisoni, Bart Degraeuwe, Emanuela Peduzzi, Philippe Thunis, Fabio Monforti-Ferrario & Diego Guizzardi. (2019) Urban pollution in the Danube and Western Balkans regions: The impact of major PM2.5 sources. Environment International 133, pages 105158.
Crossref
Marcello Schiavina, Michele Melchiorri, Christina Corbane, Aneta Florczyk, Sergio Freire, Martino Pesaresi & Thomas Kemper. (2019) Multi-Scale Estimation of Land Use Efficiency (SDG 11.3.1) across 25 Years Using Global Open and Free Data. Sustainability 11:20, pages 5674.
Crossref
Mhangara & Mapurisa. (2019) Multi-Mission Earth Observation Data Processing System. Sensors 19:18, pages 3831.
Crossref
Monteiro, Martins, Murrieta-Flores & Moura Pires. (2019) Spatial Disaggregation of Historical Census Data Leveraging Multiple Sources of Ancillary Information. ISPRS International Journal of Geo-Information 8:8, pages 327.
Crossref
Chang Liu, Kang Yang, Mia M. Bennett, Ziyan Guo, Liang Cheng & Manchun Li. (2019) Automated Extraction of Built-Up Areas by Fusing VIIRS Nighttime Lights and Landsat-8 Data. Remote Sensing 11:13, pages 1571.
Crossref
Gianni Cristian Iannelli & Paolo Gamba. (2019) Urban Extent Extraction Combining Sentinel Data in the Optical and Microwave Range. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 12:7, pages 2209-2216.
Crossref
Forrest R. Stevens, Fennis Reed, Andrea E. Gaughan, Parmanand Sinha, Alessandro Sorichetta, Gregory Yetman & Andrew J. Tatem. (2019) How Remotely Sensed Built Areas And Their Realizations Inform And Constrain Gridded Population Models. How Remotely Sensed Built Areas And Their Realizations Inform And Constrain Gridded Population Models.
Filip Sabo, Christina Corbane, Panagiotis Politis, Martino Pesaresi & Thomas Kemper. (2019) Update and improvement of the European Settlement map. Update and improvement of the European Settlement map.
Meiqin Che & Paolo Gamba. (2019) Intra-Urban Change Analysis Using Sentinel-1 and Nighttime Light Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 12:4, pages 1134-1142.
Crossref
Deborah Balk, Mark Montgomery, Hasim Engin, Natalie Lin, Elizabeth Major & Bryan Jones. (2019) Urbanization in India: Population and Urban Classification Grids for 2011. Data 4:1, pages 35.
Crossref
Filip Sabo, Christina Corbane, Aneta J. Florczyk, Stefano Ferri, Martino Pesaresi & Thomas Kemper. (2018) Comparison of built‐up area maps produced within the global human settlement framework. Transactions in GIS 22:6, pages 1406-1436.
Crossref
Martino Pesaresi. (2018) Principles and Applications of the Global Human Settlement Layer. Principles and Applications of the Global Human Settlement Layer.
Thomas Esch, Felix Bachofer, Wieke Heldens, Andreas Hirner, Mattia Marconcini, Daniela Palacios-Lopez, Achim Roth, Soner Üreyen, Julian Zeidler, Stefan Dech & Noel Gorelick. (2018) Where We Live—A Summary of the Achievements and Planned Evolution of the Global Urban Footprint. Remote Sensing 10:6, pages 895.
Crossref
Pranab K. Roy Chowdhury, Budhendra L. Bhaduri & Jacob J. McKee. (2018) Estimating urban areas: New insights from very high-resolution human settlement data. Remote Sensing Applications: Society and Environment 10, pages 93-103.
Crossref
P. Soille, A. Burger, D. De Marchi, P. Kempeneers, D. Rodriguez, V. Syrris & V. Vasilev. (2018) A versatile data-intensive computing platform for information retrieval from big geospatial data. Future Generation Computer Systems 81, pages 30-40.
Crossref
Alejandro Calderón & Vitor Silva. (2022) Forecasting Seismic Risk within the Context of the Sendai Framework: An Application to the Dominican Republic. SSRN Electronic Journal.
Crossref