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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 Remote Sensing for Agriculture, Ecosystems, and Hydrology XVII, edited by Christopher M. Neale, Antonino Maltese, Proceedings of SPIE Vol. 9637 (SPIE, Bellingham, WA, 2015) Six-digit Article CID Number. ISSN: 0277-786X ISSN: 1996-756X (electronic) ISBN: 9781628418477 Published by SPIE P.O. Box 10, Bellingham, Washington 98227-0010 USA Telephone +1 360 676 3290 (Pacific Time) · Fax +1 360 647 1445 Copyright © 2015, Society of Photo-Optical Instrumentation Engineers. 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 copying fees. The Transactional Reporting Service base fee for this volume is $18.00 per article (or portion thereof), which should be paid directly to the Copyright Clearance Center (CCC), 222 Rosewood Drive, Danvers, MA 01923. Payment may also be made electronically through CCC Online 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. The CCC fee code is 0277-786X/15/$18.00. Printed in the United States of America. Publication of record for individual papers is online in the SPIE Digital Library. Paper Numbering: Proceedings of SPIE follow an e-First publication model. A unique citation identifier (CID) number is assigned to each article 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 six-digit CID article numbering system structured as follows:
The CID Number appears on each page of the manuscript. The complete citation is used on the first page, and an abbreviated version on subsequent pages. AuthorsNumbers in the index correspond to the last two digits of the six-digit citation identifier (CID) article numbering system used in Proceedings of SPIE. The first four digits reflect the volume number. Base 36 numbering is employed for the last two digits and indicates the order of articles within the volume. Numbers start with 00, 01, 02, 03, 04, 05, 06, 07, 08, 09, 0A, 0B…0Z, followed by 10-1Z, 20-2Z, etc. Adinarayana, J., 09 Almansa, Mónica, 2I Amici, Stefania, 21 Andrade, Ricardo G., 0O, 0U, 2B Andres, Frédéric, 2E Araus, José Luis, 0J Atzberger, Clement, 23 Bachaoui, El Mostafa, 2G Badnakhe, Mrunalini R., 09 Baghdadi, N., 1F Barbin, Silvio E., 2E Baup, Frederic, 02 Bayma-Silva, Gustavo, 2B Beh, B. C., 0E Berezowski, Tomasz, 1Z Betbeder, Julie, 02 Biancamaria, Sylvain, 27 Bisquert, M., 0P Blarel, Fabien, 27 Blumstein, Denis, 27 Bolfe, Edson L., 0O, 2B Borderies, Pierre, 27 Bouch, Naima, 2G Boulet, G., 10 Calmant, Stéphane, 27 Cao, Guangzhen, 1J Capodici, F., 0S Cardoso, Jarbas Lopes, Jr., 2E Caselles, V., 0P Castiglioni, Enrique, 2I Chahbi, Aicha, 29 Chang, Hsing-Chung, 1O Chéret, V., 2H Chormański, Jarosław, 1Z Christenson, Elizabeth, 04 Ciraolo, G., 0S Corona-Romero, Nirani, 18 d’Abzac, A., 2H Daigo, Motomasa, 1A da Silva, Gustavo B. S., 0O, 2B de C. Teixeira, Antonio Heriberto, 0O, 0U, 2B de C. Victoria, Daniel, 0O, 2B Di Ninni, Paola, 07 Dida, Adrian I., 2P Dong, Lixin, 1G, 1J Dong, Wenquan, 1D Duarte, Lia, 1S Ducrot, D., 2H Durbha, Surya, 09 Duthoit, S., 2H El-Haddad, George, 0J El Harti, Abderrazak, 2G EL Moujahid, Ali, 2G El Ouazzani, Rabii, 2G Fanise, Pascal, 15 Fatras, Christophe, 27 Feng, Hai-kuan, 08, 1N Fernández Flores, Germán, 2I Fernández Liñares, Germán, 2I Fernández Liñares, Ignacio, 2I Ferro-Famil, Laurent, 02 Fieuzal, Remy, 02 Frappart, Frédéric, 27 Furumi, Shinobu, 1A Gadain, Hussein, 23 Glira, Philipp, 0A Gorrab, A., 1F Grygoruk, Mateusz, 20 Gu, Xiao-he, 0D, 1L, 1N, 2A Guitton, Alexandre, 2E Haring, Alexander, 0A He, Peng, 08 Henzen, Daniel, 0W Hernandez, Fernando B. T., 0U Hörold, Max, 0W Houborg, Rasmus, 17 Huang, Jin, 2R Huang, Qingni, 1J Hunger, Sebastian, 0W Irwin, M. E., 06 Jenerowicz, Agnieszka, 1P Jetten, V. G., 03 Kang, Do-Hyuk, 1B Kardel, Ignacy, 20 Karrasch, Pierre, 0W Kawtrakul, Asanee, 2E Kefauver, Shawn C., 0J Kereszturi, G., 06 Kim, Edward J., 1B Kleniewska, Małgorzata, 1Z Kochetkova, Tatiana D., 26 La Loggia, G., 0S Legrésy, Benoît, 27 Leivas, Janice F., 0O, 0U, 2B Lema, Gabriel, 2I Leonardi, Ugo, 23 Lhissou, Rachid, 2G Li, Rong, 1M Li, Ting, 2A Li, Zhenhai, 08 Lili-Chabaane, Zohra, 10, 1F, 29 Lim, H. S., 0E, 2O López-Urea, R., 0P Mac Arthur, A., 05 Maltese, A., 0S Mandlburger, Gottfried, 0A Marais-Sicre, C., 2H Mastrángelo, Pedro, 2I MatJafri, M. Z., 0E, 2O McCabe, Matthew F., 17 Meng, Jihua, 1D Meroni, Michele, 23 Michałowski, Robert, 20 Mirosław-Światek, Dorota, 20 Momesso, Franco R. A., 0U Motte, Erwan, 15 Mougenot, Bernard, 10, 29 Mougin, Eric, 27 Muramatsu, Kanako, 1A Musé, Pablo, 2I Ng, Wai-Tim, 23 Nieuwenhuis, Willem, 03 Niño, Fernando, 27 Ouzemou, Jamal-eddine, 2G Palombi, Lorenzo, 07 Papa, Fabrice, 27 Pfennigbauer, Martin, 0A Philippets, Yannick, 02 Piscini, Alessandro, 21 Prigent, Catherine, 27 Pullanagari, R. Reddy, 06 Raimondi, Valentina, 07 Ralph, Tim, 1O Rasel, Sikdar M. M., 1O Rembold, Felix, 23 Rémy, Frédérique, 27 Riegl, Ursula, 0A Robinson, I., 05 Saadi, S., 10 Saintilan, Neil, 1O Sánchez, J. M., 0P Sausse, C., 2H Serre, Marc, 04 Shcheglova, Anna S., 26 Sianturi, Riswan S., 03 Silva, Pedro, 1S Silván-Cárdenas, Jose L., 18 Sim, C. K., 2O Simonneaux, V., 10 Song, Xiao-yu, 0D, 1L, 1N, 2A Suliga, Joanna, 1Z Sun, Yonghua, 2R Suslyaev, Valentin I., 26 Szporak-Wasilewska, Sylwia, 1Z, 20 Tailanián, Matías, 2I Tang, Shihao, 1G Tang, Shurun, 1B Teodoro, Ana, 1S van Griensven, Ann, 1Z Verbeiren, Boud, 1Z Vergara-Diaz, Omar, 0J Walczykowski, Piotr, 1P Wang, Jihua, 1L, 2A Wang, Yancang, 0D Wang, Yihan, 2R Wieser, Martin, 0A Winiwarter, Lukas, 0A Xu, Xin-gang, 08, 0D, 1L, 1N, 2A Yang, Gui-jun, 08, 1N Yang, Hao, 1N Yang, Xiao-dong, 1N Yule, Ian J., 06 Zhang, Baolei, 08 Zhang, Yongfeng, 08 Zhao, Feng, 1M Zoran, Maria A., 2P Zribi, Mehrez, 15, 1F, 29 Conference CommitteeSymposium Chair
Symposium Co-chair
Conference Chairs
Conference Program Committee
Session Chairs
IntroductionThis proceedings volume includes papers presented during the conference on Remote Sensing for Agriculture, Ecosystems, and Hydrology. The conference was part of the International Symposium on Remote Sensing sponsored by SPIE. The symposium was held at the Centre de Congrès Pierre Baudis, Toulouse, France, 21-24 September 2015. The conference is dedicated to providing rapid dissemination of scientific and technical information, and attracts scientists and professionals from throughout Europe, Africa, Asia, and the Americas. Approximately 34 oral and 25 poster presentations were given this year, covering a broad range of topics in the field of remote sensing applications in environmental science. The program was organized according to major themes, with 10 sessions on agriculture: natural resources monitoring; hyperspectral, spectroscopy and fluorescence; UAV and high spatial resolution imagery; image classification; agricultural applications; evaportranspiration and energy balance (covered in two sessions); hydrology and irrigation; vegetation and carbon monitoring; vegetation modelling; and snow and ice hydrology. The poster presentations also followed the above-mentioned themes, discussing both fundamental and applications-based research activities, including modelling, laboratory and field experiments, and operational applications. We extend our gratitude to Dr. Alasdair Mac Arthur (NERC/NCEO Field Spectroscopy Facility, GeoSciences, University of Edinburgh, United Kingdom) for giving the invited presentation, A critique of field spectroscopy and the challenges and opportunities it presents for remote sensing for agriculture, ecosystems, and hydrology; and Dr. Rasmus M. Houborg (King Abdullah University of Science and Technology, Saudi Arabia) for giving the invited presentation, Application of a regularized model inversion system (REGFLEC) to multi-temporal RapidEye imagery for retrieving vegetation characteristics. Our appreciation and gratitude goes also to the presenters for their efforts and to the participants for their insightful questions and discussions. Special thanks are also due to the host city for the excellent venue and to all of the SPIE organizational staff for their support prior to, during, and after the symposium. We look forward to an even more successful conference in 2016. Christopher M. U. Neale Antonino Maltese |