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The papers in this volume were part of the technical conference cited on the cover and title page. Papers were selected and subject to review by the editors and conference program committee. Some conference presentations may not be available for publication. Additional papers and presentation recordings may be available online in the SPIE Digital Library at SPIEDigitalLibrary.org. The papers reflect the work and thoughts of the authors and are published herein as submitted. The publisher is not responsible for the validity of the information or for any outcomes resulting from reliance thereon. Please use the following format to cite material from these proceedings: Author(s), “Title of Paper,” in Ninth International Conference on Remote Sensing and Geoinformation of the Environment (RSCy2023), edited by Kyriacos Themistocleous, Diofantos G. Hadjimitsis, Silas Michaelides, Giorgos Papadavid, Proc. of SPIE 12786, Seven-digit Article CID Number (DD/MM/YYYY); (DOI URL). ISSN: 0277-786X ISSN: 1996-756X (electronic) ISBN: 9781510668225 ISBN: 9781510668232 (electronic) Published by SPIE P.O. Box 10, Bellingham, Washington 98227-0010 USA Telephone +1 360 676 3290 (Pacific Time) Copyright © 2023 Society of Photo-Optical Instrumentation Engineers (SPIE). Copying of material in this book for internal or personal use, or for the internal or personal use of specific clients, beyond the fair use provisions granted by the U.S. Copyright Law is authorized by SPIE subject to payment of fees. To obtain permission to use and share articles in this volume, visit Copyright Clearance Center at copyright.com. Other copying for republication, resale, advertising or promotion, or any form of systematic or multiple reproduction of any material in this book is prohibited except with permission in writing from the publisher. Printed in the United States of America by Curran Associates, Inc., under license from SPIE. Publication of record for individual papers is online in the SPIE Digital Library. Paper Numbering: A unique citation identifier (CID) number is assigned to each article in the Proceedings of SPIE at the time of publication. Utilization of CIDs allows articles to be fully citable as soon as they are published online, and connects the same identifier to all online and print versions of the publication. SPIE uses a seven-digit CID article numbering system structured as follows:
Conference CommitteeConference Chairs
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IntroductionThe Organizing Committee, Scientific Committee, and Editors would like to thank the authors and participants who attended the RSCy2023 “Ninth International Conference on Remote Sensing and Geoinformation of Environment” which took place 3-5 April 2023 in Ayia Napa, Cypru. The conference focused on emerging issues in remote sensing and geoinformation of environment. This year’s conference focused on the thematic areas of Environment and Climate, Resilient Society, and Big Earth Data Analytics. The keynote speakers and thought-provoking technical program encouraged the exchange of ideas and provided the foundation for future collaboration and innovation. The RSCy2023 Conference was organized by the ERATOSTHENES Centre of Excellence, the Cyprus Remote Sensing Society, and the EXCELSIOR Project (www.excelsior2020.eu), which has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 857510 (Call: WIDESPREAD-01-2018-2019 Teaming Phase 2) and the Government of the Republic of Cyprus). The RSCy2023 was under the auspices of the Deputy Ministry of Research, Innovation and Digital Policy. We were honored that so many experts from all over the world specializing in so many diverse areas of remote sensing and geoinformation attended the conference. The conference was an excellent opportunity for colleagues to share their knowledge, network, and collaborate on future research. We encouraged the participants to use the opportunity to learn about the latest, most state-of-the-art findings and applications in remote sensing and geoinformation. The papers in these Proceedings were reviewed for presentation and accepted for publication by the Scientific Committee. They represent continued advancements in remote sensing and geoinformation. The program, which included oral and poster presentations, was organized around fifteen major themes: Agriculture, Atmospheric, Cultural Heritage, Earth Observation, Environment, Forest Fires, GIS, Natural Hazards, Remote Sensing, Resilient Society, Satellites, UAV Systems and Water Resources. The abstracts and subsequent papers made important contributions to the open scientific literature on remote sensing and geoinformation. We thank the authors for sharing their knowledge and enthusiasm. Over 380 authors from nearly 30 countries were represented in the abstracts presented in the conference program. At the conference closing ceremony, awards were given for the best paper and best poster, following peer-review. We thank the organizations who have organized, co-organized, and supported the conference. Special thanks are due to the conference chairs, the keynote speakers, the personnel of the ERATOSTHENES Centre of Excellence, the members of the Cyprus Remote Sensing Society, and the Conference Secretariat who provided invaluable assistance during the event. We would also like to thank the SPIE staff for following the Proceedings through the publication process. Kyriacos Themistocleous Diofantos G. Hadjimitsis Silas Michaelides Giorgos Papadavid Sponsors and Cooperating PartnersOrganized by Eratosthenes Centre of Excellence (Cyprus) Cyprus Remote Sensing Society (Cyprus) Excelsior - Horizon 2020 Widespread Teaming, Grant Agreement No 857510 Co-organized and supported by Department of Electronic Communications of the Deputy Ministry of Research, Innovation and Digital Policy (Cyprus) ESA (Italy) NASA (United States) Copernicus / Copernicus Relays / Copernicus Academy (Belgium) German Aerospace Center (Germany) National Observatory of Athens (Greece) Leibniz Institute for Tropospheric Research (TROPOS) (Germany) Cyprus Research and Innovation Center (Cyprus) PMOD/WRC - Physical Meteorological Observatory in Davos, World Radiation Centre (Switzerland) Agricultural Research Institute (Cyprus) Cyprus University of Technology (Cyprus) Cyprus Scientific and Technical Chamber (Cyprus) Department of Meteorology (Cyprus) ISPRS—International Society for Photogrammetry and Remote Sensing EUSPA—European Union Agency for the Space Programme (Czech Republic) EURISY—Satellite-based Services for Disaster Risk Management (France) UNESCO Chair on Digital Cultural Heritage ICOMOS Cyprus (Cyprus) Cyprus Tourism Organization (Cyprus) Geosystems Hellas (Greece) Island Oil Holdings (Cyprus) Marathon Data Systems (Greece) Supported by Projects EXCELSIOR: Horizon 2020 Widespread Teaming, Grant Agreement No 857510 Agreemar: Research & Innovation Foundation – RIF PRIMA AI-OBSERVER: HORIZON-WIDERA-2021-ACCESS-03 (Twinning) Carbonica: HORIZON-WIDERA-2022-ACCESS-04-01 Engineer: HORIZON-WIDERA-2021-ACCESS-03-01 ENIGMA: HORIZON-CL2-2022-HERITAGE-01-07 Green CarbonCy: Research & Innovation Foundation (RIF) CO-DEVELOP Medrin: Global Observations of Forest Cover and Land Dynamics (GOFC-GOLD) TRIQUETRA: HORIZON-CL2-2022-HERITAGE-01-08 WQeMS: Horizon 2020 R&I Action, Grant Agreement No 101004157 |