Riccardo Duca

Riccardo Duca

Earth Observation expert

Followers of Riccardo Duca295 followers
location of Riccardo DucaNoordwijk, Hollandia Selatan, Belanda

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  • Timeline

  • About me

    PhD Engineer. Bringing space systems from requirements to reality

  • Education

    • University of Rome Tor Vergata

      1998 - 2003
      Bachelor’s Degree Telecommunications Engineering

      Dissertation title "Eutelsat Open Sky platform, design of a system for trasmitting data and MPEG4 TV in multi-cast"ResumèThis work in collaboration with Ing. Nicolai at AirImpianti s.r.l aimed at designing a simple broadcasting system based on Open Sky EutelSat platform. Open Sky provides internet broadcasting service, where the uplink channel is used just to select contents while the full speed satellite downloading channel trasmits data, video and any kind of digital content to… Show more Dissertation title "Eutelsat Open Sky platform, design of a system for trasmitting data and MPEG4 TV in multi-cast"ResumèThis work in collaboration with Ing. Nicolai at AirImpianti s.r.l aimed at designing a simple broadcasting system based on Open Sky EutelSat platform. Open Sky provides internet broadcasting service, where the uplink channel is used just to select contents while the full speed satellite downloading channel trasmits data, video and any kind of digital content to places difficult to connect with the high speed internet network.Just a dish antenna and the OpenSky receaver are needed. In this work several protocols have been analysed for supporting mainly videos broadcasting and finally a preliminary low-cost system have been drafted for gas stations and isolated residential areas. Additional goal was also to support the company engineers, which promoted this work, to assess the possibility of fostering this technology and open new business. Show less

    • University of Rome Tor Vergata

      2004 - 2007
      Doctor of Philosophy (Ph.D.) Geoinformation and Remote Sensing

      Activities and Societies: ♦ Tutorships for master degree students ♦ Particiaption and organization of conferences, workshops, debates ♦ Lecturing at ESA ESRIN premises and at University Tor Vergato of Rome ♦ Supporting the Geoinformation and Remote Sensing department for several activities Dissertation title "Exploitation of hyperspectral and multi-angle CHRIS Proba Images for Land Cover Classification"ResumèThis research work in collaboration with European Space Agency and Prof. F.Del Frate is mainly focused on processing, quality analysis and exploitation of CHRIS Proba images. The richness of CHRIS space optical instrument in terms of spectral bands and multi-view observations provides additional capabilities for vegetation discrimination and identification of… Show more Dissertation title "Exploitation of hyperspectral and multi-angle CHRIS Proba Images for Land Cover Classification"ResumèThis research work in collaboration with European Space Agency and Prof. F.Del Frate is mainly focused on processing, quality analysis and exploitation of CHRIS Proba images. The richness of CHRIS space optical instrument in terms of spectral bands and multi-view observations provides additional capabilities for vegetation discrimination and identification of urban areas, which in this work have been proved using Neural Network technology. However the space data required several pre-processing steps, mainly de-striping, atmopsheric correction and geolocation, issues that have been takled in this work by implementing ad-hoc methods and software. Results in terms of detection accuracy are closely comparable with more ranked operational systems based on Landsat satellites, encouraging user communities and industry to invest on hyperspectral technology. Show less

    • University of Rome Tor Vergata

      2003 - 2004
      Master’s Degree Telecommunications Engineering

      Activities and Societies: ♦ Participation to conferences, workshops and debates ♦ Test new ESA software BEST and Bilko ♦ Helping ESA team on assessing Globe monitoring SAR data from Envisat Dissertation title "Sea ice and polynia observation in Terra Nova Bay with Envisat ASAR"ResumèTerra Nova Bay (Antartica) is an important, unaccessible study point for partially unknown events. Depending on climate condition, cracks open regularly in the sea ice generating large holes of fresh water that never freeze up despite temperatures by far below zero. These holes, called polynias, play a crucial role for sea currents, heat exchange, sea salinity all over the globe. This work… Show more Dissertation title "Sea ice and polynia observation in Terra Nova Bay with Envisat ASAR"ResumèTerra Nova Bay (Antartica) is an important, unaccessible study point for partially unknown events. Depending on climate condition, cracks open regularly in the sea ice generating large holes of fresh water that never freeze up despite temperatures by far below zero. These holes, called polynias, play a crucial role for sea currents, heat exchange, sea salinity all over the globe. This work supported by CNR Prof. F.Parmiggiani and ESA helped researchers monitor this place using Envisat ASAR. The novelty of ASAR Globe and Wide Swath space observations has required a difficult but accurate elaboration of satellite data, along with the use of geophysical models and meteo data. Overall this research has confirmed the amplitude and the frequency of these polynia events, other than demonstrating the capability of microwave observation for sea ice study and tracking. Show less

  • Experience

    • DISP Tor VErgata University of Rome

      Sept 2004 - Jun 2007
      Earth Observation expert

      Consultancy activity for Kell s.r.l♦ Survey of on-line libraries for image processingConsultancy activity for TSF s.r.l♦ Support the customer for procuring commercial image processing software♦ Train customer operators for ERDAS software♦ Support customer for the realization of virtual train trips in North Italy♦ Support the customer for the analysis of internal data (maps, GIS data, airborne images)Coaching and lecturing♦ Tutorship for master degree and PhD candidated♦ Preparation of training material♦ Organization of workshops and debates♦ Lectures during the course on Remote Sensing at Tor Vergata University Show less

    • Geo-K s.r.l

      Jan 2007 - May 2008
      Project Leader and Earth Observation expert

      Technical, management activities for Soil Sealing European Commission project♦ Leading operational production team ♦ Recruit, train and support new operators♦ Maintain links with prime contractors companies♦ Active participation to the operational production of urban maps from space dataOperator for GSE Land European Commission project♦ Photointerpreter for generating high defintion classification maps from space data

    • European Space Agency - ESA

      Jul 2008 - now

      Prepare the future ESA missions (current):♦ Support mission design for Copernicus (LSTM) and Earth Watch (THRUTS)♦ Engineering, performance analysis and ground software developmentSpace projects Proba-V, Sentinel-2A, Sentinel-3A/3B (past):♦ Support mission design until the launch♦ Engineering, performance analysis and ground software development♦ Preparation of pre-operational and in-flight test activities♦ Usability, validation of data and users'productAdvancing disruptive technologies in 20+ projects:♦ Optical hyperspectral and thermal-infrared data analysis♦ Artificial Intelligence, cloud computing and blockchainHands-on activities:♦ Python programming♦ Develop tools based on Deep Learning algorithmsCorporate:♦ Improve productivity, collaboration, compliance to standards♦ Public speaker, training material and presentations♦ Cross-institution working groups and special committees Show less

      • SAGA System Engineer

        Oct 2022 - now
      • Electromagnetic Engineer

        Nov 2009 - Sept 2022
      • Post Doctoral Researcher for Sentinel 2 Payload Data Ground Segment

        Jul 2008 - Oct 2009
  • Licenses & Certifications

    • Structuring Machine Learning Projects

      Coursera
      Jun 2018
      View certificate certificate
    • Add your Mindshift: Break Through Obstacles to Learning and Discover Your Hidden Potential

      Coursera
      View certificate certificate
    • Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

      Coursera
      Jan 2018
      View certificate certificate
    • Neural Networks and Deep Learning

      Coursera
      Apr 2018
      View certificate certificate
  • Volunteer Experience

    • Instructor

      Issued by Summer camps for children on Jan 2000
      Summer camps for childrenAssociated with Riccardo Duca
    • Organizer

      Issued by Palestrina historical festival on Jan 2006
      Palestrina historical festivalAssociated with Riccardo Duca