2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2015) Milan, Italy 26-31 July 2015 Pages 1-777 IEEE Catalog Number: CFP15IGA-POD ISBN: 978-1-4799-7930-1 1/7 TABLE OF CONTENTS MO3-W1: ESTIMATION AND REGRESSION TECHNIQUES MO3-W1.1: MULTI-ANGLE APPROACH FOR COHERENT RETRIEVAL OF SURFACE .............................................. 1 REFLECTANCE AND AEROSOL OPTICAL DEPTH FROM CRISM OBSERVATIONS Sylvain Douté, Université Grenoble Alpes, France; Xavier Ceamanos, ONERA, The French Aerospace Lab, France MO3-W1.2: ESTIMATION THEORETIC METHODS FOR CUBESAT DATA ..................................................................... 5 INTERPOLATION IN THE PRESENCE OF GEOLOCATION ERRORS Weitong Ruan, Tufts University, United States; Adam Milstein, William Blackwell, MIT Lincoln Laboratory, United States; Eric L. Miller, Tufts University, United States MO3-W1.3: SEMI-SUPERVISED HYPERSPECTRAL MANIFOLD LEARNING FOR ....................................................... 9 REGRESSION Kuniaki Uto, Yukio Kosugi, Genya Saito, Tokyo Institute of Technology, Japan MO3-W1.4: BIOPHYSICAL PARAMETER RETRIEVAL WITH WARPED GAUSSIAN ................................................. 13 PROCESSES Jordi Muñoz-Marí, Jochem Verrelst, Universitat de València, Spain; Miguel Lázaro-Gredilla, Vicarious.com, United States; Gustau Camps-Valls, Universitat de València, Spain MO3-W1.5: LARGE-SCALE RANDOM FEATURES FOR KERNEL REGRESSION ......................................................... 17 Valero Laparra, Universitat de València, Spain; Diego Marcos Gonzalez, Devis Tuia, University of Zurich, Swaziland; Gustau Camps-Valls, Universitat de València, Spain MO4-W1: ESTMATION AND REGRESSION PRODUCTS MO4-W1.1: BAYESIAN COMBINED ACTIVE/PASSIVE (B-CAP) SOIL MOISTURE ..................................................... 21 RETRIEVAL ALGORITHM: A RIGOROUS RETRIEVAL SCHEME FOR SMAP MISSION Matias Barber, Cintia Bruscantini, Francisco Grings, Haydee Karszenbaum, Institute for Astronomy and Space Physics, Argentina MO4-W1.3: ESTIMATION OF DAILY NET SURFACE SHORTWAVE RADIATION FROM ........................................ 25 MODIS DATA Bo-Hui Tang, Zhao-Liang Li, Hua Wu, Ronglin Tang, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, China MO4-W1.4: DEVELOPMENT OF AN EARTH OBSERVATION PROCESSING CHAIN ................................................. 29 FOR CROP BIO-PHYSICAL PARAMETERS AT LOCAL SCALE Manuel Campos-Taberner, Francisco Javier García-Haro, Álvaro Moreno, María Amparo Gilabert, Beatriz Martínez, Sergio Sánchez-Ruiz, Universitat de València, Spain; Gustau Camps-Valls, Image Processing Laboratory, Spain MO3-W2: PANSHARPENING TECHNIQUES MO3-W2.1: MODEL BASED PANSHARPENING METHOD BASED ON TV AND MTF ................................................. 33 DEBLURRING Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jón Atli Benediktsson, University of Iceland, Iceland MO3-W2.3: GLOBAL AND LOCAL GRAM-SCHMIDT METHODS FOR .......................................................................... 37 HYPERSPECTRAL PANSHARPENING Mauro Dalla Mura, Grenoble Institute of Technology, France; Gemine Vivone, North Atlantic Treaty Organization (NATO), Italy; Rocco Restaino, Paolo Addesso, University of Salerno, Italy; Jocelyn Chanussot, Grenoble Institute of Technology, France xv MO3-W2.4: MULTI-BAND SEMIBLIND DECONVOLUTION FOR PANSHARPENING ................................................ 41 APPLICATIONS Gemine Vivone, North Atlantic Treaty Organization (NATO) Science and Technology Organization (STO) Center for Maritime Research and Experimentation (CMRE), Italy; Rocco Restaino, University of Salerno, Italy; Mauro Dalla Mura, Jocelyn Chanussot, Grenoble Institute of Technology, France MO3-W2.5: RESOLUTION ENHANCEMENT OF HYPERSPECTRAL IMAGES USING ................................................ 45 DISTORTION OPTIMIZATION Tong Li, Junping Zhang, Xi Chen, Harbin Institute of Technology, China MO4-W2: ANALYSIS AND FUSION OF LIDAR DATA MO4-W2.1: A PRECISE ESTIMATION OF THE 3D STRUCTURE OF THE FOREST .................................................... 49 BASED ON THE FUSION OF AIRBORNE AND TERRESTRIAL LIDAR DATA Claudia Paris, University of Trento, Italy; Dave Kelbe, Jan van Aardt, Rochester Institute of Technology, United States; Lorenzo Bruzzone, University of Trento, Italy MO4-W2.2: SEMI-SUPERVISED GRAPH FUSION OF HYPERSPECTRAL AND LIDAR .............................................. 53 DATA FOR CLASSIFICATION Wenzhi Liao, Ghent University, Belgium; Junshi Xia, University of Bordeaux, France; Peijun Du, Nanjing University, China; Wilfried Philips, Ghent University, Belgium MO4-W2.3: HYPERSPECTRAL AND LIDAR DATA INTEGRATION AND CLASSIFICATION .................................... 57 Maria Angeles Garcia Sopo, Aurora Cuartero, Pablo Garcia Rodriguez, Antonio Plaza, University of Extremadura, Spain MO4-W2.4: FUSION OF HYPERSPECTRAL AND LIDAR DATA USING GENERALIZED ........................................... 61 COMPOSITE KERNELS: A CASE STUDY IN EXTREMADURA, SPAIN Mahdi Khodadadzadeh, Aurora Cuartero, University of Extremadura, Spain; Jun Li, Sun Yat-Sen University, China; Angel Felicisimo, Antonio Plaza, University of Extremadura, Spain MO4-W2.5: A HIERARCHICAL APPROACH TO THE SEGMENTATION OF SINGLE ................................................ 65 DOMINANT AND DOMINATED TREES IN FOREST AREAS BY USING HIGH-DENSITY LIDAR DATA Claudia Paris, Davide Valduga, Lorenzo Bruzzone, University of Trento, Italy MO3-G1: LAND USE I MO3-G1.1: UNSUPERVISED LAND-COVER CLASSIFICATION THROUGH ................................................................. 69 HYPER-HEURISTIC-BASED HARMONY SEARCH Joao Papa, São Paulo State University, Brazil; Luciene Papa, Paulista School Southwest, Brazil; Rodrigo Pisani, Danillo Pereira, University of Western Sao Paulo, Brazil MO3-G1.2: URBAN IMPACTS ON AIR QUALITY OBSERVED WITH REMOTE ........................................................... 73 SENSING AND GROUND STATION DATA FROM THE PO PLAIN FIELD CAMPAIGN Stefania Stevenazzi, Università degli Studi di Milano, Italy; Son V. Nghiem, Jet Propulsion Laboratory, California Institute of Technology, United States; Marco Masetti, Università degli Studi di Milano, Italy MO3-G1.3: LAND-COVER CLASSIFICATION THROUGH SEQUENTIAL ...................................................................... 76 LEARNING-BASED OPTIMUM-PATH FOREST Danillo Pereira, Rodrigo Pisani, University of Western Sao Paulo, Brazil; Rodrigo Nakamura, Big Data Brasil, Brazil; Joao Papa, São Paulo State University, Brazil MO3-G1.4: HYSPIRI FOR ENERGY AND MINERAL RESOURCE EXPLORATION, ..................................................... 80 APPLICATIONS, AND IMPACTS Wendy Calvin, Elizabeth Pace, Gwendolyn Davies, Neil Pearson, University of Nevada - Reno, United States MO3-G1.5: GLOBAL MEGA URBANIZATION AND IMPACTS IN THE 2000S................................................................. 83 Son V. Nghiem, Jet Propulsion Laboratory, California Institute of Technology, United States xvi MO4-G1: LAND USE II MO4-G1.1: VALIDATION OF FY-3B SATELLITE TEMPERATURE PRODUCT ............................................................. 86 Huiyu Li, Yan Chen, University of Electronic Science and Technology of China, China; Wenzhu He, Sichuan Academy of Agricultural Sciences, China; Ling Tong, University of Electronic Science and Technology of China, China; Yongxing Cao, Electric Power Research Institute of Sichuan,Chengdu, China, China; Zhihang Xue, Electric Power Research Institute of Sichuan, Chengdu, China, China; Yunping Chen, University of Electronic Science and Technology of China, China MO4-G1.3: MONITORING LULC DYNAMICS IN THE SAO PAULO REGION ............................................................... 90 THROUGH LANDSAT AND C-BAND SAR TIME SERIES Lorenzo Iannini, Ramses Molijn, Alijafar Mousivand, Ramon Hanssen, Delft University of Technology, Netherlands MO4-G1.4: EXTRACTION OF LAND COVER FROM ZY-3 IMAGERY USING ............................................................... 94 ONTOLOGY-BASED METHOD Lin Li, Heng Luo, Xi Kuai, Wuhan University, China; Zhijun Zhang, Tianjin Institute of Surveying and Mapping, China; Haihong Zhu, Wuhan University, China MO4-G1.5: COSMO-SKYMED VERY SHORT REPEAT-PASS SAR INTERFEROMETRY ............................................ 98 OVER RURAL AREAS: THE VAL D’AGRI AND POTENZA TEST CASES IN BASILICATA, ITALY Pietro Milillo, University of Basilicata, Italy; Daniele Perissin, Purdue University, United States; Paul Lundgren, California Institute of Technology, United States; Carmine Serio, University of Basilicata, Italy MO3-G2: OCEAN BIOLOGY I MO3-G2.1: HICO L1 AND L2 DATA PROCESSING: RADIOMETRIC RECALIBRATION, ......................................... 102 ATMOSPHERIC CORRECTION AND RETRIEVAL OF WATER QUALITY PARAMETERS Jorge Vicent, Neus Sabater, Carolina Tenjo, Antonio Ruiz-Verdú, Jesús Delegido, Ramón Peña-Martínez, Jose Moreno, University of Valencia, Spain MO3-G2.2: REMOTE SENSING OF SURFACE OCEAN PH EXPLOITING SEA SURFACE ........................................ 106 SALINITY SATELLITE OBSERVATIONS Roberto Sabia, Telespazio-Vega UK Ltd for European Space Agency (ESA), Netherlands; Diego Fernández-Prieto, European Space Agency (ESA), Italy; Jamie Shutler, University of Exeter, United Kingdom; Craig Donlon, European Space Agency (ESA), Netherlands; Peter Land, PML, United Kingdom; Nicolas Reul, IFREMER, France MO3-G2.4: LOW-ALTITUDE REMOTE SENSING PLATFORM FOR ESTIMATING .................................................. 110 SUSPENDED