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Oscar Mora

    Oscar Mora

    ALTAMIRA, R&D, Department Member
    The Institut Cartogràfic de Catalunya (ICC) has developed an automatic advanced DInSAR processor (DISICC) for subsidence monitoring of large areas using data acquired by ERS-1/2, ENVISAT, and the future ALOS, TerraSAR-X and Radarsat 2... more
    The Institut Cartogràfic de Catalunya (ICC) has developed an automatic advanced DInSAR processor (DISICC) for subsidence monitoring of large areas using data acquired by ERS-1/2, ENVISAT, and the future ALOS, TerraSAR-X and Radarsat 2 satellites. This processor performs the co-registration, interferogram generation, filtering, topographic cancellation, linear deformation model adjustment and non-linear displacement estimation, allowing the generation of classical and advanced DInSAR results combining information from different orbits and satellites. This new software is already operative and it is being used for a large project of continuous monitoring of subsidences in the whole territory of Catalonia (Spain).
    The Estacio quarter of Sallent is being affected by a subsidence process caused by an abandoned mine. The phenomena has been studied and measured during the last years using different techniques. The RISCMASS project has allowed... more
    The Estacio quarter of Sallent is being affected by a subsidence process caused by an abandoned mine. The phenomena has been studied and measured during the last years using different techniques. The RISCMASS project has allowed validating the use of new DInSAR techniques to detect and measure terrain movements. ANTECEDENTS The Conca Potàssica Catalana (Potassic Salt Catalan Basin) is located in the so called Central Catalan Depression, within the Ebre river Depression (Figure 1). This basin is made of a great saline unit, composed by an alternation of potash salts (sylvinita and carnalita mainly) layers. The potash salts have been traditionally exploited since ancient times, being still the most important mining activity in Catalonia. Balsareny, Cardona, Sallent and Súria are the main towns in the Bagues area with mining activities. Figure 1 -Situation of the Conca Potàssica on a Geological sketch of Catalonia.
    The successful launch of TerraSAR-X has made available high resolution SAR images with new image characteristics. The objective of this paper is to present the experience of ALTAMIRA INFORMATION regarding the impact of these new data in... more
    The successful launch of TerraSAR-X has made available high resolution SAR images with new image characteristics. The objective of this paper is to present the experience of ALTAMIRA INFORMATION regarding the impact of these new data in commercial applications. Case studies will illustrate the findings.
    We present a methodology to perform a geomorphological assessment of ground movements over wide areas, by improving Persistent Scatterer Interferometry (PSI) analysis for landslide studies. The procedure relies on the integrated use of... more
    We present a methodology to perform a geomorphological assessment of ground movements over wide areas, by improving Persistent Scatterer Interferometry (PSI) analysis for landslide studies. The procedure relies on the integrated use of multi-band EO data acquired by different satellite sensors in different time intervals, to provide a detailed investigation of ground displacements. The methodology, throughout the cross-comparison and integration of PS data in different microwave bands (ALOS in L-band, ERS1/2 and ENVISAT in C-band, COSMOSKY-MED in X-band), is applied on the Tramontana Range in the northwestern part of Mallorca island (Spain), extensively affected by mass movements across time, especially during the last years. We increase the confidence degree of the available interferometric data and we homogenize all PS targets by implementing and classifying them through common criteria. Therefore, PSI results are combined with geo-thematic data and pre-existing landslide inventor...
    Presents a new technique to remove phase noise from SAR interferograms. This new technique is based on the wavelet transform. The algorithm adapts to the quantity of noise, but does not process low coherence areas thereby avoiding the... more
    Presents a new technique to remove phase noise from SAR interferograms. This new technique is based on the wavelet transform. The algorithm adapts to the quantity of noise, but does not process low coherence areas thereby avoiding the creation of artifacts or false information in these areas
    The successful launch of TerraSAR-X has made available high resolution Synthetic Aperture Radar images. In particular the following satellite characteristics and its benefits on ground deformation estimation application are evaluated... more
    The successful launch of TerraSAR-X has made available high resolution Synthetic Aperture Radar images. In particular the following satellite characteristics and its benefits on ground deformation estimation application are evaluated within this work in comparison with four independent ENVISAT tracks: Wavelength: Compared to the C-band of Envisat and Radarsat, TerraSAR-X operates with a wavelength in the order of 3 cm. A change in the sub-pixel scattering mechanism is expected specially in pure and dense urban areas. Increased resolution: For ground motion movement this characteristic is of special interest for already built infrastructure monitoring. With more resolution (of about 3 meters per pixel contrasting with the ENVISAT 20 meters resolution) it is expected that the number of possibles points of measurement increases as well. Rapidity of acquisition: Another characteristic that is discussed is the rapid image acquisition (eleven days in comparison with the ENVISAT 35 days). ...
    Research Interests:
    The successful launch of TerraSAR-X has made high resolution Synthetic Aperture Radar images with a reduced temporal revisit time available. These new sensor characteristics influence the benefits of ground deformation estimation by means... more
    The successful launch of TerraSAR-X has made high resolution Synthetic Aperture Radar images with a reduced temporal revisit time available. These new sensor characteristics influence the benefits of ground deformation estimation by means of advanced DInSAR techniques. This paper reviews the first experience in Persistent Scatterer Interferometry (PSI) processing, using a stack of TerraSAR-X Stripmap images. This processing was performed using the Stable Point Network (SPN) software. The selected test site is the city of Barcelona (Spain), showing different subsidence patterns due to underground works. Additionally, TerraSAR-X results show deformation profiles caused by thermal dilatation. The SPN software has been modified to detect and correct this type of signal, obtaining deformation profiles that are only related to ground movements. Finally, this paper presents a brief comparison of persistent scatterer density between ENVISAT and TerraSAR-X Stripmap data.
    ... ( ) ( ) ( i n n i m m i n n i m m i n n i m m n n m m i i n n m m i i n n m m Tyxn Tyxn Tyx Tyx Tyx Tyx yx yx Tr Tb yxv yxvT Tyxyx ,, ,, , sin 4 , , 4 ,,,, − α α β β ε ε θ λ π λ π φ (1) ...
    ... ( ) ( ) ( i i i i i i Tyxn Tyx yx sin Tr Tb yxvT Tyx ,, ,, , 4 , 4 ,, + + ⋅ ... ( ) ( ) ( N i i i Tyx Tyx j N yx 0 model ,, ,, exp 1 , φδ δφ γ (2) where N is the number of differential interferograms and δφmodel is the phase model... more
    ... ( ) ( ) ( i i i i i i Tyxn Tyx yx sin Tr Tb yxvT Tyx ,, ,, , 4 , 4 ,, + + ⋅ ... ( ) ( ) ( N i i i Tyx Tyx j N yx 0 model ,, ,, exp 1 , φδ δφ γ (2) where N is the number of differential interferograms and δφmodel is the phase model assumed as: ...
    Subsidence monitoring of areas affected by low velocity displacements is an extremely useful application of SAR (synthetic aperture radar) techniques. However, the required long time-baselines reduce the quality of the information stored... more
    Subsidence monitoring of areas affected by low velocity displacements is an extremely useful application of SAR (synthetic aperture radar) techniques. However, the required long time-baselines reduce the quality of the information stored in differential interferograms, adding difficulties to their processing. Typical characteristics of these interferograms are the presence of coherent areas that correspond to urban zones and totally incoherent areas
    In this paper, advanced techniques for the generation of terrain deformation maps using SAR (Synthetic Aperture Radar) data are presented. One of the algorithms estimates the linear and non-linear components of the displacement, the error... more
    In this paper, advanced techniques for the generation of terrain deformation maps using SAR (Synthetic Aperture Radar) data are presented. One of the algorithms estimates the linear and non-linear components of the displacement, the error of the Digital Elevation Model (DEM) used to cancel the topographic term from the interferograms, and the atmospheric artifacts. The input data is a set
    Research Interests:
    ABSTRACT Subsidence related to fluid withdrawal has occurred in numerous regions of the world. The phenomena is an important hazard closely related to the development of urban areas. The analysis of the deformations requires an extensive... more
    ABSTRACT Subsidence related to fluid withdrawal has occurred in numerous regions of the world. The phenomena is an important hazard closely related to the development of urban areas. The analysis of the deformations requires an extensive and continuous spatial and temporal monitoring to prevent the negative effects of such risks on structures and infrastructures. Deformation measurements are fundamental in order to identify the affected area extension, to evaluate the temporal evolution of deformation velocities and to identify the main control mechanisms. Differential SAR interferometry represents an advanced remote sensing tool, which can map displacements at very high spatial resolution. The Persistent Scatterer Interferometry (PSI) technique is a class of SAR interferometry that uses point-wise radar targets (PS) on the ground whose phase is not interested by temporal and geometrical decorrelation. This technique generates starting from a set of images two main products: the displacement rate along line of sight (LOS) of single PS; and the LOS displacement time series of individual PS. In this work SAR data with different spatio-temporal resolution were used to study the displacements that occur from 1992 to 2012 in the Alto Guadalentin Basin (southern Spain), where is located the city of Lorca The area is affected by the highest rate of subsidence measured in Europe (>10 cm/yr-1) related to long-term exploitation of the aquifer (González et al. 2011). The objectives of the work were 1) to analyse land subsidence evolution over a 20-year period with PSI technique; 2) to compare the spatial and temporal resolution of SAR data acquired by different sensors, 3) to investigate the causes that could explain this land motion. The SAR data have been obtained with ERS-1/2 & ENVISAT (1992-2007), ALOS PALSAR (2007-2010) and COSMO-SkyMed (2011-2012) images, processed with the Stable Point Network (SPN) technique. The PSI data obtained from different satellite from 1992 to 2012 were compared with some predisposing and trigger factors as geological units, isobaths of Plio-Quaternary filling, soft soil thickness and piezometric level. The PSI data were compared with measurement obtained by two GPS station located near the Lorca city: the value of deformation detected by satellites and ground-based tools are well correlated. The results are the following: a) the subsidence processes are related to soft soil thickness distribution; b) land subsidence rates shows that the area interested by the higher value is the same over the monitored period, a deceleration rate of subsidence has been recorded during the period 2011- 2012; c) the deformation rates are not correlated with the piezometric level trend, a delay time between piezometric level variations and ground deformations is evident.
    An improved technique for generation of Digital Elevation Models (DEM), capable of dealing with full scene images (100x100 km) coming from an interferogram obtained with ERS satellite data is presented. Starting from an interferometric... more
    An improved technique for generation of Digital Elevation Models (DEM), capable of dealing with full scene images (100x100 km) coming from an interferogram obtained with ERS satellite data is presented. Starting from an interferometric processor aimed to the geocoding of smaller areas, now we show the new improvements based on the use of a direct geocoding algorithm and Ground Control
    ... in many papers: image registration, range filtering, interferogram generation, flat Earth correction, hge filtering and ... Interferometric coherence is degraded due to the high slopes of the terrain. ... F. Upez, J. Tena, 0.... more
    ... in many papers: image registration, range filtering, interferogram generation, flat Earth correction, hge filtering and ... Interferometric coherence is degraded due to the high slopes of the terrain. ... F. Upez, J. Tena, 0. Rodriguez, M. Bara, A. Broquetas, “Precise geometry techniques ...
    This paper presents a closed formulation to evaluate the quality of terrain deformation maps obtained with multi-image differential interferometry. The analytical formulation, based on the application of the asymptotic covariance matrix,... more
    This paper presents a closed formulation to evaluate the quality of terrain deformation maps obtained with multi-image differential interferometry. The analytical formulation, based on the application of the asymptotic covariance matrix, that propagates the interferogram coherences to the linear deformation and DEM error accuracies when using a stack of interferograms, is developed and validated with real data from the ERS
    ABSTRACT We focused on the joint exploitation of satellite and ground-based technologies in order to understand the kinematic behavior of landslides and subsidence phenomena relevant to different test sites in Europe. In this context, we... more
    ABSTRACT We focused on the joint exploitation of satellite and ground-based technologies in order to understand the kinematic behavior of landslides and subsidence phenomena relevant to different test sites in Europe. In this context, we efficiently exploited C-band and X-band satellite and ground-based SAR data for the investigation of the temporal and spatial pattern of ground deformations caused by natural and human-induced hazards. The present work has been conducted within the FP7-EU DORIS project.
    This paper presents a new DIFSAR approach that allows us to detect and follow the temporal evolution of localized deformations. This approach, which is suitable for monitoring single buildings or structures, extends the capability of the... more
    This paper presents a new DIFSAR approach that allows us to detect and follow the temporal evolution of localized deformations. This approach, which is suitable for monitoring single buildings or structures, extends the capability of the algorithm referred to as SBAS technique, originally developed for investigating large scale deformation phenomena. The proposed technique relies on small baseline interferograms only, in order to preserve the DIFSAR capability to provide spatially dense deformation maps; moreover, it requires two different sets of DIFSAR interferograms generated at low (multi-look data) and high (single-look data) spatial resolution, respectively. The algorithm has been tested with data acquired by the European remote sensing (ERS) satellite relative to the area of the city of Napoli (Italy) and the results have been validated by using geodetic data.
    ABSTRACT
    In the vicinity of the Barkedji village (in the Ferlo region of Senegal), the abundance and aggressiveness of the vector mosquitoes for Rift Valley fever (RVF) are strongly linked to rainfall events and associated ponds dynamics.... more
    In the vicinity of the Barkedji village (in the Ferlo region of Senegal), the abundance and aggressiveness of the vector mosquitoes for Rift Valley fever (RVF) are strongly linked to rainfall events and associated ponds dynamics. Initially, these results were obtained from spectral analysis of high-resolution (~10 m) Spot-5 images, but, as a part of the French AdaptFVR project, identification of the free water dynamics within ponds was made with the new high-resolution (down to 3-meter pixels), Synthetic Aperture Radar satellite (TerraSAR-X) produced by Infoterra GmbH, Friedrichshafen/Potsdam, Germany. During summer 2008, within a 30 x 50 km radar image, it was found that identified free water fell well within the footprints of ponds localized by optical data (i.e. Spot-5 images), which increased the confidence in this new and complementary remote sensing technique. Moreover, by using near real-time rainfall data from the Tropical Rainfall Measuring Mission (TRMM), NASA/JAXA joint mission, the filling-up and flushing-out rates of the ponds can be accurately determined. The latter allows for a precise, spatio-temporal mapping of the zones potentially occupied by mosquitoes capable of revealing the variability of pond surfaces. The risk for RVF infection of gathered bovines and small ruminants (~1 park/km(2)) can thus be assessed. This new operational approach (which is independent of weather conditions) is an important development in the mapping of risk components (i.e. hazards plus vulnerability) related to RVF transmission during the summer monsoon, thus contributing to a RVF early warning system.
    This paper presents an advanced DInSAR-GIS technique developed by the Cartographic Institute of Catalonia (ICC) for the generation of precise terrain deformation maps using data acquired by satellite platforms. These radar systems, known... more
    This paper presents an advanced DInSAR-GIS technique developed by the Cartographic Institute of Catalonia (ICC) for the generation of precise terrain deformation maps using data acquired by satellite platforms. These radar systems, known as Synthetic Aperture Radars (SAR), allow obtaining terrain reflectivity images, which are processed by means of DInSAR algorithms for monitoring ground stability. The great advantage of these techniques relies on the possibility of monitoring large areas with no need of field measurements and at low cost. This work presents several results obtained with the DISICC (Differential Interferometry SAR ICC) software developed at ICC and their integration into an ArcGIS environment for risk management.
    As indicated in ICH M7 draft guidance, in silico predictive tools including statistically-based QSARs and expert analysis may be used as a computational assessment for bacterial mutagenicity for the qualification of impurities in... more
    As indicated in ICH M7 draft guidance, in silico predictive tools including statistically-based QSARs and expert analysis may be used as a computational assessment for bacterial mutagenicity for the qualification of impurities in pharmaceuticals. To address this need, we developed and validated a QSAR model to predict Salmonella t. mutagenicity (Ames assay outcome) of pharmaceutical impurities using Prous Institute's Symmetry(SM), a new in silico solution for drug discovery and toxicity screening, and the Mold2 molecular descriptor package (FDA/NCTR). Data was sourced from public benchmark databases with known Ames assay mutagenicity outcomes for 7300 chemicals (57% mutagens). Of these data, 90% was used to train the model and the remaining 10% was set aside as a holdout set for validation. The model's applicability to drug impurities was tested using a FDA/CDER database of 951 structures, of which 94% were found within the model's applicability domain. The predictive performance of the model is acceptable for supporting regulatory decision-making with 84±1% sensitivity, 81±1% specificity, 83±1% concordance and 79±1% negative predictivity based on internal cross-validation, while the holdout dataset yielded 83% sensitivity, 77% specificity, 80% concordance and 78% negative predictivity. Given the importance of having confidence in negative predictions, an additional external validation of the model was also carried out, using marketed drugs known to be Ames-negative, and obtained 98% coverage and 81% specificity. Additionally, Ames mutagenicity data from FDA/CFSAN was used to create another data set of 1535 chemicals for external validation of the model, yielding 98% coverage, 73% sensitivity, 86% specificity, 81% concordance and 84% negative predictivity.
    In this paper, an advanced technique for the generation of deformation maps using synthetic aperture radar (SAR) data is presented. The algorithm estimates the linear and nonlinear components of the displacement, the error of the digital... more
    In this paper, an advanced technique for the generation of deformation maps using synthetic aperture radar (SAR) data is presented. The algorithm estimates the linear and nonlinear components of the displacement, the error of the digital elevation model (DEM) used to cancel the topographic terms, and the atmospheric artifacts from a reduced set of low spatial resolution interferograms. The pixel
    The exploitation of satellite SAR interferometry has shown, in the last 20 years, a considerable improvement due to the development of new InSAR PSI techniques and to the launch of new satellite sensors with a better spatial and temporal... more
    The exploitation of satellite SAR interferometry has shown, in the last 20 years, a considerable improvement due to the development of new InSAR PSI techniques and to the launch of new satellite sensors with a better spatial and temporal resolution. One of the most interesting applications is the possibility of mapping slow landslides processes. In this paper we present an analysis of the potential and limitations of InSAR techniques for mapping, studying and monitoring landslides. The analysis has been cast from recent research results conducted by IGME in the Rio Gállego upper basin in central Pyrenees (Spain). As a result of this analysis we present the main advantages and limitations of each of the sensors, bands and processing techniques.
    ABSTRACT DORIS is an advanced FP7-EU project for the design of a pre-operational advanced downstream service aimed at detecting, mapping, monitoring and forecasting surface deformations, including landslides and ground subsidence, by... more
    ABSTRACT DORIS is an advanced FP7-EU project for the design of a pre-operational advanced downstream service aimed at detecting, mapping, monitoring and forecasting surface deformations, including landslides and ground subsidence, by exploiting multiple Earth Observation (EO) and ground-based (non-EO) data technologies. Ground deformations are the result of a variety of natural and human-induced causes and triggers. These phenomena are frequent and widespread in Europe, causing extensive economic damage to private properties and public assets and their social impact is relevant. In Europe, the large number of areas affected by ground deformations, the frequency and extent of the triggering events, the extent of the impact and the magnitude of the damage, make it mandatory a multiscale, systemic approach. Further, the complexity and extent of the problem is such that it cannot be tackled (and solved) at an individual, site-specific scale, or using a single technique or methodology. The problem can be approached only through the integration of data and information taken at different scales, and with the collaborative efforts of multiple expertise. With this respect, the several satellite sensors now available, including about forty passive - optical - sensors and nine active - synthetic aperture radar (SAR) - sensors, provide valuable technological alternatives to traditional methods and tools to detect, map, monitor and forecast ground deformations over large areas and with the required accuracy. The temporal continuity and the geometric compatibility among time series of ERS-1, ERS-2 and ENVISAT data represents an unprecedented opportunity to generate very long time series of ground deformations. This provides exclusive information for an improved understanding of the long term behavior of slow and very-slow ground deformation phenomena. In this context, DORIS intends to exploit the extensive catalogues of multiple C-band SAR sensors to provide, via a joint analysis, additional information on ground displacements through the generation of very long deformation time series, spanning an almost 20 year time interval by properly combining ERS-1, ERS-2 and ENVISAT data. In this work we present the preliminary results relevant to selected European areas (Umbria (Central Italy), Nebrodi (Sicily, Southern Italy), Zermatt (Switzerland), Silesian Coal basin (Poland), Mallorca (Spain) and Budapest basin (Hungary)) affected by ground deformation, highlighting as such EO data and technologies can significantly improve the ability of European Civil Defence authorities to assess and manage the risk induced by natural and man-made hazards.
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