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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 XIX, edited by Christopher M. U. Neale, Antonino Maltese, Proceedings of SPIE Vol. 10421 (SPIE, Bellingham, WA, 2017) Seven-digit Article CID Number. ISSN: 0277-786X ISSN: 1996-756X (electronic) ISBN: 9781510613065 ISBN: 9781510613072 (electronic) 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 © 2017, 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/17/$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 seven-digit CID article numbering system structured as follows:
AuthorsNumbers in the index correspond to the last two digits of the seven-digit citation identifier (CID) article numbering system used in Proceedings of SPIE. The first five 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. Al Besher, Shaikha A., 1M Al Mansoori, Saeed H., 1M Al Marzouqi, Fatima A., 1M Ali, Asad, 1E Alonso-Benito, A., 1Q Amaral, A., 1R Amorim, Mariana de, 1X Arbelo, M., 1Q Arboleda, A., 0E Arroyo-Mora, J. Pablo, 0P Arshad, Muhammad, 1E Artemenko, Igor, 05 Awada, H., 0G Ba, Antoine, 0X Ban, Hyunju, 03, 0U Baschir, Laurentiu V., 1S Bayma-Silva, Gustavo, 12, 1I Beh, Boon Chun, 1U Bieda, Marcin S., 0I Bora, Eser, 0J Borini Alves, D., 0V Bougault, Christophe, 29 Brindha, K., 0C Cànovas-García, Fulgencio, 09 Capodici, Fulvio, 1L Chanioti, Maroulio, 21 Chen, Hao, 06 Chua, Vivien P., 0C Ciraolo, G., 0G Còrcoles, J. I., 0G Cordeiro, Guilherme P. L., 1X Coslu, Mesut, 0Z Dalezios, Nicolas R., 1B Dardanelli, Gino, 1L de C. Teixeira, Antônio Heriberto, 0F, 12, 1I, 1X de Kok, R., 1A Dercas, Nicholas, 1B, 21 Dida, Adrian I., 1S Dufour, Simon, 0X Galdino, Sergio, 1X Garcia-Galiano, Sandra, 09 Garcia-Pedrero, Angel, 0H Gatkowska, Martyna, 16 Gellens-Meulenberghs, F., 0E Geller, Christina, 02 Ghilain, N., 0E Gong, Fang, 23 Gonzalo-Martin, Consuelo, 0H Gu, Xiaohe, 1N, 1O Haywood, Andrew, 0W Hernandez, Fernando B. T., 0F Hernàndez-Leal, P. A., 1Q Heupel, Katharina, 24 Hislop, Samuel, 0W Hong, S., 03 Hong, Sungwook, 0U Hosseini, Mehdi, 1F Hubert-Moy, Laurence, 0X Ishaq, Atif, 27 Jenerowicz, Agnieszka, 1Z, 26 Jiao, Xianfeng, 1F Jones, Simon D., 0W Kalacska, Margaret, 0P Kamal, Muhammad, 0L Karbalaee, Negar, 09 Kavvadias, Antonis, 21 Kawakubo, Fernando Shinji, 18 Khurshid, Khurram, 1E Kopachevsky, Ivan, 05 Kostyuchenko, Yuriy V., 05 Kwon, Young-Joo, 03, 0U La Loggia, Goffredo, 1L Laslier, Marianne, 0X Lau, Alvin M. S., 0D Leblanc, George, 0P Leivas, Janice F., 0F, 12, 1I, 1X Lesiak, Piotr, 0I Li, Chaokui, 23 Li, Na, 19 Li, Yifeng, 1F Li, Zhenhai, 19 Li, Zhenhong, 19 Lillo-Saavedra, Mario, 0H Lim, Hwee San, 1U Liu, Chang, 19 Lo Brutto, Mauro, 1L Lucanus, Oliver, 0P Lv, Ying, 23 Macedo, Lucas Saran, 18 Maltese, Antonino, 0G, 1L Marchetti, F., 1Q Mat Jafri, Mohd. Zubir, 1U McNairn, Heather, 1F Migo, L., 1A Momesso, Renato F. A., 0F Monteiro Garçon, Edlene A., 12, 1I Montorio Lloveria, R., 0V Moreno Hidalgo, M. A., 0G Moreno-Ruiz, J. A., 1Q Murti, Sigit Heru, 1D Nguyen, Huy Trung, 0W Niculescu, Simona, 29 Nuñez, Daniel N. C., 0F Onur, Isin, 0Z Orych, Agata, 1Z Papież, M., 1A Paradowski, Karol, 16 Paska, Jacquoelyne, 0D Pasternak, René, 27 Perez-Cabello, F., 0V Philpot, William D., 0S, 0T Pipitone, Claudia, 1L Provenzano, G., 0G Psomiadis, Emmanouil, 1B, 21 Qin, Yanpei, 23 Rodriguez-Esparragón, Dionisio, 0H Ronquim, Carlos Cesar, 12, 1I, 1X Rosero-Vlasova, O., 0V Savastru, Dan M., 1S Savastru, Roxana S., 1S Selim, Serdar, 0Z Sellin, Vanessa, 29 Sinha, Abhijit, 1F Siok, Katarzyna, 1Z, 26 Sobotka, Piotr, 0I Soffer, Raymond, 0P Sonmez, Namik Kemal, 0Z Soto-Berelov, Mariela, 0W Spengler, Daniel, 24 Spyropoulos, Nikolaos V., 1B Srestasathiern, Panu, 1G Sukawattanavijit, Chanika, 1G Sztoyka, Yulia, 05 Talab-Ou-Ali, Halima, 29 Tan, Kok Chooi, 0C, 0D, 1U Tan, Mou Leong, 0C, 0D Tan, Weikai, 1F Tautan, Marina N., 1S Teodoro, A. C., 1R Tian, Jia, 0S, 0T Toulios, Leonidas, 21 Tsitouras, Alexandros, 21 Ullah, Saleem, 1E Vlassova, L., 0V Wang, Jianwen, 19 Wang, Lei, 1O Wang, Lizhi, 1N Wang, Yuanyuan, 0N Weltzien, Cornelia, 24 Wessollek, Christine, 27 Wężyk, P., 1A Wicaksono, Pramaditya, 0L Wolinski, Tomasz R., 0I Woroszkiewicz, Malgorzata, 1Z Wróbel, Karolina, 16 Yang, Guijun, 1N, 1O Yuschenko, Maxim, 05 Zhang, Liyan, 1N, 1O Zhang, Wanchang, 04, 06 Zhang, Xiaoping, 23 Zhen, Guangwei, 23 Zhou, Shilun, 04 Zoran, Maria A., 1S Conference CommitteeSymposium Chair Klaus Schäfer, (Retired) Karlsruhe Institute of Technology, Institute of Meteorology and Climate Research (Germany) Symposium Co-chair Christopher M. U. Neale, University of Nebraska-Lincoln (United States), Daugherty Water for Food Institute (United States) Conference Chairs Christopher M. U. Neale, University of Nebraska Lincoln (United States) Antonino Maltese, Università degli Studi di Palermo (Italy) Conference Programme Committee Wim G. M. Bastiaanssen, UNESCO-IHE Institute for Water Education (France) Antonino Maltese, Università degli Studi di Palermo (Italy) Christopher M. U. Neale, University of Nebraska Lincoln (United States) Session Chairs 1 Surface and Groundwater Hydrology I Christopher M. U. Neale, University of Nebraska Lincoln (United States) 2 Surface and Groundwater Hydrology II Christopher M. U. Neale, University of Nebraska Lincoln (United States) 3 Hydrology and Precipitation Antonino Maltese, Università degli Studi di Palermo (Italy) 4 Evapotranspiration and LST Christopher M. U. Neale, University of Nebraska Lincoln (United States) 5 Vegetation Monitoring I Christopher M. U. Neale, University of Nebraska Lincoln (United States) 6 Vegetation Monitoring II Christopher M. U. Neale, University of Nebraska Lincoln (United States) 7 Soil Monitoring Antonino Maltese, Università degli Studi di Palermo (Italy) 8 Forestry Antonino Maltese, Università degli Studi di Palermo (Italy) 9 Evapotranspiration and Irrigation Antonino Maltese, Università degli Studi di Palermo (Italy) 10 Vegetation Monitoring in Agriculture I Christopher M. U. Neale, University of Nebraska Lincoln (United States) 11 Vegetation Monitoring in Agriculture II Christopher M. U. Neale, University of Nebraska Lincoln (United States) Joint Session: Radar Nazzareno Pierdicca, Sapienza – Università di Roma (Italy) Antonino Maltese, Università degli Studi di Palermo (Italy) IntroductionThis proceedings volume contains 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 International Society for Optical Engineering. The symposium was held at the Doubletree Hilton Hotel, Warsaw, Poland, from 11th to 14th of September 2017. Approximately 35 oral and 15 poster papers were presented during this year’s conference, covering a broad range of topics in the field of remote sensing applications in environmental science. The program was organized into 11 sessions according to major themes, namely Surface and Groundwater Hydrology (2), Hydrology and Precipitation, Evapotranspiration and Land Surface Temperature, Vegetation Monitoring (2), Soil Monitoring, Forestry, Evapotranspiration and Irrigation, Vegetation Monitoring in Agriculture (2), and finally a Joint Session on Radar with the “Active and Passive Microwave Remote Sensing for Environmental Monitoring” Conference. The poster presentations also had good representation from the above-mentioned themes. The presentations described both fundamental and applications-based research activities including modelling, laboratory and field experiments, and operational applications. 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 the SPIE organizational staff for their support prior to, during, and after the symposium. We look forward to an even more successful conference in 2018 in Berlin, Germany. Christopher M. U. Neale Antonino Maltese |
