Mapping interactions between geology, subsurface resource exploitation and urban development in transforming cities using InSAR Persistent Scatterers: Two decades of change in Florence, Italy

Abstract Urban expansion and city transformation are increasing reality across the world. Now more than ever it is essential to understand and map at the appropriate scale the processes happening along the verticality and horizontality of cities, to gather robust evidence underpinning strategies for sustainable management of the built environment. This paper explores how established techniques of Persistent Scatterer Interferometry (PSI) can be shaped into a novel dedicated procedure to detect vertical and horizontal urban dynamics including: use and re-use of urban space (new building construction, intentional demolition, renovation projects); exploitation of groundwater resources (induced land subsidence); interactions between new foundations, superficial deposits and bedrock geology (settlement of recent buildings); ground and slope instability affecting settled buildings; susceptibility of heritage assets to structural damages; baseline characterisation prior to planned major infrastructure construction (tunnelling and transportation networks). Florence, central Italy, is used as a demonstration site. This city includes UNESCO World Heritage List historic centre, 20 th -century residential, industrial and peri-urban quarters, and is currently in transition to metropolitan area of over 1 million of inhabitants. Velocity decomposition maps were generated based on millimetre-precise estimates of surface displacements retrieved from PSI processing of the full archives of satellite C-band radar images, including 79 ERS-1/2 descending (1992–2000), 70 ENVISAT ASAR ascending and descending (2003–2010) and 101 RADARSAT-1 ascending and descending (2003–2007). 12 macropatterns and 84 micropatterns in the final map of alert areas highlight a dualism which reflects the physical and urban geography of Florence. North-western and south-western quarters show hot spots of new building construction and regeneration projects for residential, business and tertiary service purposes, alongside issues due to groundwater exploitation and induced land subsidence up to 30–40 mm/yr. Local interactions with underlying geology and natural slope instability processes predominate in the southern and north-eastern sectors. At local scale, stable condition was found for the heritage assets and buildings located along the tracks of the planned subway railway and tramway, with motion rates averagely within ±1.5 mm/yr and localised deformation only up to −3.5 mm/yr. Structural assessment based on future PSI monitoring campaign will benefit of this baseline characterisation.

[1]  Annekatrin Metz,et al.  Dimensioning urbanization – An advanced procedure for characterizing human settlement properties and patterns using spatial network analysis , 2014 .

[2]  G. Ventura,et al.  Multiple causes of ground deformation in the Napoli metropolitan area (Italy) from integrated Persistent Scatterers DinSAR, geological, hydrological, and urban infrastructure data , 2015 .

[3]  Shiliang Su,et al.  Multi-scale analysis of spatially varying relationships between agricultural landscape patterns and urbanization using geographically weighted regression , 2012 .

[4]  Deodato Tapete,et al.  Persistent Scatterer Interferometry Processing of COSMO-SkyMed StripMap HIMAGE Time Series to Depict Deformation of the Historic Centre of Rome, Italy , 2014, Remote. Sens..

[5]  Jean-Paul Rudant,et al.  Subsidence of Kolkata (Calcutta) City, India during the 1990s as observed from space by Differential Synthetic Aperture Radar Interferometry (D-InSAR) technique , 2006 .

[6]  Mirri Stefano,et al.  Tunnelling and Environmental Protection: the experience of the Bologna-Florence High Speed Rail Line , 2005 .

[7]  Jan Haas,et al.  Satellite monitoring of urbanization and environmental impacts - A comparison of Stockholm and Shanghai , 2015, Int. J. Appl. Earth Obs. Geoinformation.

[8]  Fabio Rocca,et al.  Comparing GPS, optical leveling and permanent scatterers , 2001, IGARSS 2001. Scanning the Present and Resolving the Future. Proceedings. IEEE 2001 International Geoscience and Remote Sensing Symposium (Cat. No.01CH37217).

[9]  Zong-Guo Xia,et al.  Understanding the relationships between radar response patterns and the bio- and geophysical parameters of urban areas , 1997, IEEE Trans. Geosci. Remote. Sens..

[10]  E Stabel,et al.  Satellite radar interferometric products for the urban application domain , 2001 .

[11]  M. Mhawej,et al.  Mapping Urban Transitions in the Greater Beirut Area Using Different Space Platforms , 2014 .

[12]  John J. Clague,et al.  Rapidly accelerating subsidence in the Greater Vancouver region from two decades of ERS-ENVISAT-RADARSAT-2 DInSAR measurements , 2014 .

[13]  Deodato Tapete,et al.  Site-Specific Analysis of Deformation Patterns on Archaeological Heritage by Satellite Radar Interferometry , 2012 .

[14]  Filippo Catani,et al.  Rapid assessment of flood susceptibility in urbanized rivers using digital terrain data: Application to the Arno river case study (Firenze, northern Italy) , 2014 .

[15]  M. Moro,et al.  Subsidence induced by urbanisation in the city of Rome detected by advanced InSar technique and geotechnical investigations , 2008 .

[16]  Patricia Romero-Lankao,et al.  Cities in transition: Transforming urban centers from hotbeds of GHG emissions and vulnerability to seedbeds of sustainability and resilience: Introduction and editorial overview , 2011 .

[17]  Filippo Catani,et al.  PSI-HSR: a new approach for representing Persistent Scatterer Interferometry (PSI) point targets using the hue and saturation scale , 2010 .

[18]  Nicola Casagli,et al.  Localising deformation along the elevation of linear structures: An experiment with space-borne InSAR and RTK GPS on the Roman Aqueducts in Rome, Italy , 2015 .

[19]  Batuhan Osmanoglu,et al.  Monitoring land subsidence and its induced geological hazard with Synthetic Aperture Radar Interferometry: A case study in Morelia, Mexico , 2012 .

[20]  Janusz Wasowski,et al.  Investigating landslides with space-borne Synthetic Aperture Radar (SAR) interferometry , 2006 .

[21]  Duong H. Nong,et al.  Mapping Urban Transitions Using Multi-Temporal Landsat and DMSP-OLS Night-Time Lights Imagery of the Red River Delta in Vietnam , 2014 .

[22]  James H. Spencer,et al.  Monitoring peri-urbanization in the greater Ho Chi Minh City metropolitan area , 2014 .

[23]  James H. Spencer,et al.  Classifying and mapping the urban transition in Vietnam , 2014 .

[24]  Colm Jordan,et al.  Simulating SAR geometric distortions and predicting Persistent Scatterer densities for ERS-1/2 and ENVISAT C-band SAR and InSAR applications: Nationwide feasibility assessment to monitor the landmass of Great Britain with SAR imagery , 2014 .

[25]  Fabio Rocca,et al.  Permanent scatterers in SAR interferometry , 2001, IEEE Trans. Geosci. Remote. Sens..

[26]  Luke Bateson,et al.  Natural and Anthropogenic Geohazards in Greater London Observed from Geological and ERS-1/2 and ENVISAT Persistent Scatterers Ground Motion Data: Results from the EC FP7-SPACE PanGeo Project , 2014, Pure and Applied Geophysics.

[27]  Antonio Iodice,et al.  Monitoring terrain movements by means of sparse SAR differential interferometric measurements , 2000, IGARSS 2000. IEEE 2000 International Geoscience and Remote Sensing Symposium. Taking the Pulse of the Planet: The Role of Remote Sensing in Managing the Environment. Proceedings (Cat. No.00CH37120).

[28]  D. Tapete,et al.  Rapid Mapping and Deformation Analysis over Cultural Heritage and Rural Sites Based on Persistent Scatterer Interferometry , 2012 .

[29]  N. Casagli,et al.  Satellite radar interferometry for monitoring and early-stage warning of structural instability in archaeological sites , 2012 .

[30]  K. Terzaghi,et al.  Soil mechanics in engineering practice , 1948 .

[31]  A. Dewan,et al.  Land use and land cover change in Greater Dhaka, Bangladesh: Using remote sensing to promote sustainable urbanization , 2009 .

[32]  Nicola Casagli,et al.  Updating landslide inventory maps using Persistent Scatterer Interferometry (PSI) , 2012 .

[33]  Deodato Tapete,et al.  Rating health and stability of engineering structures via classification indexes of InSAR Persistent Scatterers , 2015, Int. J. Appl. Earth Obs. Geoinformation.

[34]  K. Seto,et al.  Mapping urbanization dynamics at regional and global scales using multi-temporal DMSP/OLS nighttime light data , 2011 .

[35]  Hui Lin,et al.  Shanghai subway tunnels and highways monitoring through Cosmo-SkyMed Persistent Scatterers , 2012 .

[36]  Luke Bateson,et al.  The application of the Intermittent SBAS (ISBAS) InSAR method to the South Wales Coalfield, UK , 2015, Int. J. Appl. Earth Obs. Geoinformation.