Browsing by Author "Mirmazloumi, Seyed Mohammad"

Now showing items 1-20 of 23

    • A generalized supervised classification scheme to produce provincial wetland inventory maps: an application of Google Earth Engine for big geo data processing 

      Amani, Meisam; Brisco, Brian; Afshar, Majid; Mirmazloumi, Seyed Mohammad; Mahdavi, Sahel; Mirzadeh, Sayyed Mohammad Javad; Huang, Weimin; Granger, Jean (2019-10-02)
      Article
      Open Access
      Wetlands are important natural resources due to their numerous ecological services. Consequently, identifying their locations and extents is imperative. The stability, repeatability, cost-effectiveness, multi-scale coverage, ...

    • Active reflectors for interferometric SAR deformation measurement 

      Wassie, Yismaw Abera; Crosetto, Michele; Luzi, Guido; Montserrat, Oriol; Barra, Anna; Palamá, Riccardo; Cuevas Gonzalez, Maria; Mirmazloumi, Seyed Mohammad; Espín López, Pedro Fidel; Crippa, Bruno (2021-06-28)
      Article
      Open Access
      This paper is focused on the design, implementation and testing of an active reflector, to be used to support deformation monitoring studies based on Synthetic Aperture Radar interferometry. The device is designed to work ...

    • Advanced modeling of InSAR time series for ground displacement hazard assessment 

      Mirmazloumi, Seyed Mohammad (Universitat Politècnica de Catalunya, 2024-01-30)
      Doctoral thesis
      Open Access
      (English) Natural movements of Earth and human-based activities generate continuous ground displacements, affecting human life and the economy. In order to mitigate and reduce the impact of such displacements, accurate and ...

    • Analysis of the products of the Copernicus ground motion service 

      Crosetto, Michele; Solari, Lorenzo; Barra, Anna; Monserrat, Oriol; Cuevas-González, Maria; Palamá, Riccardo; Wassie, Yismaw Abera; Shahbazi, Saeedeh; Mirmazloumi, Seyed Mohammad; Crippa, Bruno; Mróz, Marek (2022-05-30)
      Article
      Open Access
      Radar interferometry has progressed very much in the last two decades. It is now a powerful remote sensing techniques to monitor ground motion. The technique has undergone an important development in terms of processing ...

    • Assessment of different backscattering models for bare soil surface parameters estimation from SAR data in band C, L and P 

      Mirmazloumi, Seyed Mohammad (2016-01)
      Article
      Open Access
      Synthetic Aperture Radar (SAR) is the most widely used sensor for retrieving soil surface parameters. This study was performed in two steps. In the first step, estimated backscattering coefficients using three models, Oh, ...

    • Automatic mapping of burned areas using Landsat 8 time-series images in Google Earth engine: a case study from Iran 

      Mirmazloumi, Seyed Mohammad; Amani, Meisam; Gholamrezaie, Houri; Hasanlou, Mahdi (Multidisciplinary Digital Publishing Institute (MDPI), 2022-12-16)
      Article
      Open Access
      Due to the natural conditions and inappropriate management responses, large part of plains and forests in Iran have been burned in recent years. Given the increasing availability of open-access satellite images and open-source ...

    • Classification of ground deformation using sentinel-1 persistent scatterer interferometry time series 

      Mirmazloumi, Seyed Mohammad; Wassie, Yismaw Abera; Antonio Navarro, Jose; Palamá, Riccardo; Krishnakumar, Vrinda; Barra, Anna; Cuevas-González, María; Crosetto, Michele; Monserrat Hernández, Oriol (2022-02-03)
      Article
      Open Access
      Displacement time series (TS) provides temporal and spatial information related to ground defor- mation. This study aims to investigate temporal behavior of ground deformation TS, including classification of displacement ...

    • ELULC-10, a 10 m European land use and land cover map using Sentinel and landsat data in Google Earth Engine 

      Mirmazloumi, Seyed Mohammad; Kakooei, Mohammad; Mohseni, Farzane; Ghorbanian, Arsalan; Amani, Meisam; Crosetto, Michele; Montserrat, Oriol (Multidisciplinary Digital Publishing Institute (MDPI), 2022-06-24)
      Article
      Open Access
      Land Use/Land Cover (LULC) maps can be effectively produced by cost-effective and frequent satellite observations. Powerful cloud computing platforms are emerging as a growing trend in the high utilization of freely ...

    • Global evaluation of SMAP/Sentinel-1 soil moisture products 

      Mohseni, Farzane; Mirmazloumi, Seyed Mohammad; Mokhtarzade, Mehdi; Jamali, Sadegh; Homayouni, Saeid (Multidisciplinary Digital Publishing Institute (MDPI), 2022-09-16)
      Article
      Open Access
      MAP/Sentinel-1 soil moisture is the latest SMAP (Soil Moisture Active Passive) product derived from synergistic utilization of the radiometry observations of SMAP and radar backscattering data of Sentinel-1. This product ...

    • Google Earth Engine cloud computing platform for remote sensing big data applications: a comprehensive review 

      Mirmazloumi, Seyed Mohammad (Institute of Electrical and Electronics Engineers (IEEE), 2020)
      Article
      Open Access
      Remote sensing (RS) systems have been collecting massive volumes of datasets for decades, managing and analyzing of which are not practical using common software packages and desktop computing resources. In this regard, ...

    • Ground movement classification using statistical tests over persistent scatterer interferometry time series 

      Mirmazloumi, Seyed Mohammad; Wassie, Yismaw Abera; Antonio Navarro, José; Palamá, Riccardo; Monserrat Hernández, Oriol; Crosetto, Michele (Elsevier, 2022)
      Article
      Open Access
      This study proposes modifications to an existing automatic classification method of Persistent Scatterers Interferometry (PSI) time series (TS) and a new procedure to classify ground movements into seven classes. We also ...

    • InSAR deformation time series classification using a convolutional neural network 

      Mirmazloumi, Seyed Mohammad; Gambin Fernandez, Angel; Wassie, Yismaw Abera; Barra, Anna; Palamá, Riccardo; Crosetto, Michele; Montserrat, Oriol; Bruno, Crippa (2022-05-30)
      Article
      Open Access
      Temporal analysis of deformations Time Series (TS) provides detailed information of various natural and humanmade displacements. Interferometric Synthetic Aperture Radar (InSAR) generates millimetre-scale products, indicating ...

    • InSAR time series and LSTM model to support early warning detection tools of ground instabilities: mining site case studies 

      Mirmazloumi, Seyed Mohammad; Wassie, Yismaw; Nava, Lorenzo; Cuevas González, María; Crosetto, Michele; Montserrat, Oriol (2023-10)
      Article
      Open Access
      Early alarm systems can activate vital precautions for saving lives and the economy threatened by natural hazards and human activities. Interferometric synthetic aperture radar (InSAR) products generate valuable ground ...

    • Interferometric SAR deformation timeseries: a quality index 

      Wassie, Yismaw Abera; Mirmazloumi, Seyed Mohammad; Monserrat Hernández, Oriol; Crippa, Bruno; Palamá, Riccardo; Barra, Anna; Crosetto, Michele (International Society for Photo-Optical Instrumentation Engineers (SPIE), 2021)
      Conference report
      Open Access
      Estimating unknown absolute phase from a wrapped observation is a challenging and ill-posed problem that possibly leads to misinterpretation of interferometric SAR (InSAR) deformation results. In this study, we introduce ...

    • Ocean remote sensing techniques and applications: a review (Part I) 

      Amani, Meisam; Moghimi, Armin; Mirmazloumi, Seyed Mohammad; Ranjgar, Babak; Ghorbanian, Arsalan; Ojaghi, Saeid; Ebrahimy, Hamid; Naboureh, Amin; Nazari, Mohsen Eslami; Mahdavi, Sahel; Moghaddam, Sayyed Hamed Alizadeh; Asiyabi, Reza Mohammadi; Ahmadi, Seyed Ali; Mehravar, Soroosh; Mohseni, Farzane; Jin, Shuanggen (Multidisciplinary Digital Publishing Institute (MDPI), 2022-10-26)
      Article
      Open Access
      Oceans cover over 70% of the Earth’s surface and provide numerous services to humans and the environment. Therefore, it is crucial to monitor these valuable assets using advanced technologies. In this regard, Remote Sensing ...

    • Ocean remote sensing techniques and applications: a review (Part II) 

      Amani, Meisam; Mehravar, Soroosh; Asiyabi, Reza Mohammadi; Moghimi, Armin; Ghorbanian, Arsalan; Ahmadi, Seyed Ali; Ebrahimy, Hamid; Moghaddam, Sayyed Hamed Alizadeh; Naboureh, Amin; Ranjgar, Babak; Mohseni, Farzane; Nazari, Mohsen Eslami; Mahdavi, Sahel; Mirmazloumi, Seyed Mohammad; Ojaghi, Saeid; Jin, Shuanggen (Multidisciplinary Digital Publishing Institute (MDPI), 2022-10-26)
      Article
      Open Access
      As discussed in the first part of this review paper, Remote Sensing (RS) systems are great tools to study various oceanographic parameters. Part I of this study described different passive and active RS systems and six ...

    • Ocean water quality monitoring using remote sensing techniques: a review 

      Mohseni, Farzane; Saba, Fatemeh; Mirmazloumi, Seyed Mohammad; Amani, Meisam; Mokhtarzade, Mehdi; Jamali, Sadegh; Mahdavi, Sahel (2022-09)
      Article
      Open Access
      Ocean Water Quality (OWQ) monitoring provides insights into the quality of water in marine and near-shore environments. OWQ measurements can contain the physical, chemical, and biological characteristics of oceanic waters, ...

    • Pyrenees deformation monitoring using Sentinel-1 data and the Persistent Scatterer Interferometry technique 

      Mirmazloumi, Seyed Mohammad; Barra, Anna; Crosetto, Michele; Monserrat Hernández, Oriol; Crippa, Bruno (Elsevier, 2021)
      Article
      Open Access
      This study focuses on deformation mapping and monitoring using Sentinel-1 radar data and the DInSAR (Differential Interferometric Synthetic Aperture Radar) technique. In particular, a Persistent Scatterer Interferometry ...

    • Spatio-temporal quality indicators for differential interferometric Synthetic Aperture Radar data 

      Wassie, Yismaw Abera; Mirmazloumi, Seyed Mohammad; Michele, Crosetto; Palamá, Riccardo; Monserrat Hernández, Oriol; Bruno, Crippa (Multidisciplinary Digital Publishing Institute (MDPI), 2022-02-08)
      Article
      Open Access
      Satellite-based interferometric synthetic aperture radar (InSAR) is an invaluable technique in the detection and monitoring of changes on the surface of the earth. Its high spatial coverage, weather friendly and remote ...

    • Status and trends of wetland studies in Canada using remote sensing technology with a focus on wetland classification: a bibliographic analysis 

      Mirmazloumi, Seyed Mohammad; Brisco, Brian (Multidisciplinary Digital Publishing Institute (MDPI), 2021-10-09)
      Article
      Open Access
      A large portion of Canada is covered by wetlands; mapping and monitoring them is of great importance for various applications. In this regard, Remote Sensing (RS) technology has been widely employed for wetland studies in ...