We are pleased to present the preliminary Program for LAGIRS 2020 in the following pages. The

final Program will publish once all presenters are registered. At the end of this brochure you can

also find details for all Workshops and Posters.

8:15 9:45

9:45 10:30

10:30 10:45

Auditorium D'Etigni Room B07

10:45 11:001075: DEFORMATION MONITORING USING SATELLITE RADAR INTERFEROMETRYMichele Crosetto, Lorenzo Solari

1104: CALIBRATING A FRAME HYPERSPECTRAL SENSOR WITH CONSTRAINS IN THE EXTERIOR

ORIENTATIONA. Tommaselli, L. Dias Santos, A. Berveglieri, N. Imai, R. Alves Oliveira, E. Honkavaara

11:00 11:151172: SUBSIDENCE IN MACEIO, BRAZIL, CHARACTERIZED BY DINSAR AND INVERSE MODELINGPablo Euillades, Leonardo Euillades, Patricia Rosell, Yenni Roa

1111: CITRUS GUMMOSIS DETECTION FROM UAV HYPERSPECTRAL DATAÉ. Saito Moriya, N. Nobuhiro mai, A. Tommaselli, A. Berveglieri, G..Santos, M. Soares, M. Marino

11:15 11:30

1200: MAPPING AND MONITORING GROUND INSTABILITIES WITH SENTINEL-1 DATA: THE EXPERIENCE

OF SERNAGEOMINPaula Olea, Oriol Monserrat, Carlos Sierralta, Anna Barra, Laura Bono, Qiu Zhiwei, Bruno Crippa

1139: 3D RECONSTRUCTION OF CITRUS TREES USING AN OMNIDIRECTIONAL OPTICAL SYSTEM

L. Ferrari Castanheiro, A. Tommaselli, M. Batista Campos, A. Berveglieri, G. Santos

11:30 11:451238: DEFORMATION MONITORING OF CHILEAN VOLCANOES: CONTRIBUTIONS OF JOINT GROUND

NETWORKS AND INSAR DATA Loreto Córdova, Oriol Monserrat, Francisco Delgado

1231: COMBINING PRIOR KNOWLEDGE AND CONVOLUTIONAL RECURRENT NETWORKS FOR

MULTITEMPORAL CROP RECOGNITION J. Chamorro Martinez, L. Cué La Rosa, R. Queiroz Feitosa

11:45 12:001328: LAND SUBSIDENCE HAZARD IN IRAN REVEALED BY COUNTRY-SCALE ANALYSIS OF SENTINEL-1

INSARMahmud Haghshenas Haghighi, Mahdi Motagh

12:00 12:15

12:15 12:30

1009: SPATIAL ANALYSIS OF HOTSPOTS DENSITY AND DEFORESTATION IN BRAZIL’S STATE OF AMAPA,

NORTHERN AMAZONIA

José Douglas Monteiro da Costa, Jéssica Costa Melo, Eliliane de Jesus Brito, Sávio Luis Carmona Santos, Herondino

dos Santos Filho, Claudia Funi

1023: SPATIAL ASSOCIATION TO CHARACTERIZE THE CLIMATE TELECONNECTION PATTERNS IN

ECUADOR BASED ON SATELLITE PRECIPITATION ESTIMATESDaniela Ballari, Lenin Campozano, Esteban Samaniego, Daniel Orellana

12:30 12:45

1013: DIFERENTIAL INTER-SYSTEM BIASES ESTIMATION AND ASSESSMENT OF TIGHTLY COMBINED GPS

AND GALILEO OBSERVATIONS IN RTK POSITIONINGCrislaine Menezes da Silva, Paulo de Tarso Setti Junior, Daniele Barroca Marra Alves, João Franciso Galera Monico

1138: EVALUATION OF THE IONOSPHERIC AMPLITUDE SCINTILLATIONS IMPACT ON GPS

FREQUENCIESAna Lucia Christovam de Souza, Gabriel Oliveira Jerez, Paulo Oliveira Camargo, Daniele Barroca Marra Alves

12:45 13:00

1016: EVALUATION OF TREE SPECIES CLASSIFICATION METHODS USING MULTI-TEMPORAL SATELLITE

IMAGES

Srikumar Sastry, Arnav Saha, Viral Dave, Ranendu Ghosh

1143: NEUTRAL ATMOSPHERIC DELAY: STUDY AND ANALISYS OF DIFFERENT MODELSThainara Munhoz Alexandre de Lima, Daniele Barroca Marra Alves, Tayná Aparecida Ferreira Gouveia

13:00 13:15

1025: CHANGE PATTERN EXPLORATION WITH HIERARCHICAL BI-CLUSTERING ON SENTINEL-1 SAR AND

NIGHTTIME LIGHT DATAMeiqin Che, Paolo Gamba

1187: ANALYSIS OF EXTREME EVENTS DETECTION USING RADIO OCCULTATION DATA

Victor Vinicius Silva de Moraes, Gabriel Oliveira Jerez, Tayná Aparecida Ferreira Gouveia, Daniele Barroca

Marra Alves

13:15 14:00

14:00 14:151050: ASSESSING THE DAMAGE OF FORESTS BURNT IN CENTRAL CHILE BY RELATING INDEX-DERIVED

DIFFERENCES TO FIELD DATAMarco Antonio Peña, Aarón Bravo, Estefanía Fernández

1021: MODELING AEDES AEGYPTI COUNTS USING EARTH OBSERVATION DATA AND A

GENERALIZED LINEAR MODEL

Oladimeji Mudele, Alejandro Frery, Paolo Gamba

14:15 14:301207: MULTICRITERIA ANALYSIS FOR IDENTIFYING FOREST FIRE RISK ZONES IN THE BIOLOGICAL

RESERVE OF THE SAMA CORDILLERA, BOLIVIAStephanie Mariscal, Marco Ríos, Freddy Soria

1064: MULTITEMPORAL SPECTRAL ANALYSIS FOR ALGAE DETECTION IN AN EUTROPHIC LAKE

USING SENTINEL 2 IMAGESAlba German, Anabella Ferral, Carlos Marcelo Scavuzzo, Michal Shimoni

14:30 14:45

1235: COMPARISON BETWEEN DIFFERENT VERSIONS OF INPE'S FIRE RISK MODEL FOR THE BRAZILIAN

BIOMESGuilherme Martins, Joana Nogueira, Alberto Setzer, Fabiano Morelli

1144: THE DETECTION OF CONCEALED TARGETS IN WOODLAND AREAS USING HYPERSPECTRAL

IMAGERYSantiago Rodríguez González, Michal Shimoni, Javier Plaza, Antonio Plaza, Ingmar Renhorn, Jorgen Ahlberg

14:45 15:001300: IMPROVED BIOMASS AND BURNING EFFICIENCY FACTORS FOR FOREST FIRE EMISSIONS

ESTIMATION IN CENTRAL CHILEPatricia Oliva, Natalia Medina, Leonardo Durán, Paulina Vidal

1149: SPECKLE NOISE REDUCTION IN SAR IMAGES USING INFORMATION THEORYDebora Chan, Juliana Gambini, Alejandro Frery

15:00 15:151315: DRIVERS OF BURNED AREA PATTERNS IN CERRADO: THE CASE OF MATOPIBA REGIONPatrícia S. Silva, Julia A. Rodrigues, Filippe L.M. Santos, Allan A. Pereira, Joana Nogueira, Carlos C. DaCamara,

Renata Libonati

15:15 15:30

15:30 15:45

15:45 16:00

1038: AN UNSUPERVISED SEGMENTATION METHOD FOR REMOTE SENSING IMAGERY BASED ON

CONDITIONAL RANDOM FIELDSAnderson Soares, Thales Körting, Leila Fonseca, Alana Neves

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BOUNDARY CONDITIONS SENSITIVITYLucas Diaz, Ricardo Mollmann Junior, Gabriel Muchow, Pâmela Käfer, Nájila Rocha, Eduardo Kaiser,

Savannah Costa, Gabriel Hallal, Rita Alves, Silvia Rolim

16:00 16:15

1043: THE EVALUATION OF THE INFLUENCE OF LAND SURFACE TEMPERATURE IN ENERGY BALANCE

ESTIMATED BY S-SEBI MODELNájila Souza da Rocha, Pâmela Suélen Kafer, Drazen Skokovic, Gustavo Veeck, Lucas Ribeiro Diaz, Eduardo Kaiser,

Savannah Lemos, Cibelle Machado de Carvalho, Rafael Cabral Cruz, Débora Robért, Silvia Beatriz Alves Rolim

1128: A BLOCKCHAIN-BASED APPROACH TO ENABLE REMOTE SENSING TRUSTED DATAMiguel Pincheira, Elena Donini, Raffaele Giaffreda, Massimo Vecchio

16:15 16:301073: COMPARISON BETWEEN TWO INPAINTING TECHNIQUES WHEN RECONSTRUCTING PARTIALLY

DETECTED CARTOGRAPHIC FEATURES

Ana Figueira, Erivaldo Da Silva

1321: CERRADO KNOWLEDGE PLATFORM: A SOCIAL AND ENVIRONMENTAL MANAGEMENT TOOL

TO CONSERVE BRAZILIAN SAVANNAS

Manuel Ferreira, Elaine Silva, Fernanda Stefani, Lana Mara, Luiz Pascoal, Natália Santos, Thaisa Oliveira

16:30 16:451106: AUTOMATIC BUILDING CHANGE DETECTION USING MULTI-TEMPORAL AIRBORNE LiDAR DATARenato Cesar Dos Santos, Mauricio Galo, André Caceres Carrilho, Guilherme Gomes Pessoa, Renan Américo Ribeiro

De Oliveira Oce

ans 1032: REMOTE SENSING BASED ANALYSIS OF CHANGES IN WATER QUALITY - CASE STUDY AT

QUINTERO BAY (CHILE)

Kevin Salazar, Guido Staub

16:45 16:50

16:50 17:05

1034: PASSIVE MICROWAE REMOTE SENSING OF LAND AND SEA SURFACES

Simon Yueh, Dara Entekhabi, Steven Chan, Rajat Bindlish, Craig Donlon

1049: PERPENDICULAR CROP ENHANCEMENT INDEX: A NEW APPROACH TO SOYBEAN

MONITORING USING TIME-SERIES C. da Silva, M. Nanni, P. Teodoro, G. Capristo-Silva, L. Shiratsuchi, J.

de Oliveira-Júnior, F. Rossi, L. Teodoro, M. Lima, C. Uliana Facco

17:05 17:201035: Spaceborne SAR Miss ions and Appl icationsPaul Rosen

1107: ORANGE TREE BACTERIAL DISEASE DETECTION IN HIGH RESOLUTION UAV BASED IMAGENilton Imai, Érika Moriya, Antonio Tommaselli, Adilson Berveglieri, Leticia Porto

17:20 17:35

1039: SINGLE-PASS SOIL MOISTURE RETRIEVALS USING GNSS-R: LESSONS LEARNEDAdriano Camps, Hyuk Park, Jordi Castellvi, Jordi Corbera

1312: FIRST LARGE EXTENT AND HIGH RESOLUTION CROPLAND AND CROP TYPE MAP OF

ARGENTINAD. de Abelleyra, S. Verón, S. Banchero, M.J. Mosciaro, T. Propato, A. Ferraina, M. Gómez, L. Dacunto, A.

Franzoni, J. Volante

17:35 17:50

1082: NEW VEGETATION INDICES FOR FULL AND COMPACT POLARIMETRIC SAR DATA: IN PREPARATION

FOR THE RADARSAT CONSTELLATION MISSION (RCM)

Debanshu Ratha, Dipankar Mandal, Subhadip Dey, Avik Bhattacharya, Alejandro Frery, Y. S. Rao, Heather McNairn

1323: AGRICULTURAL MONITORING IN THE AMERICAS (AMA): PROGRESS & OPPORTUNITIES

A. Sanchez, A. Whitcraft, E. Puricelli, C. di Bella

17:50 18:05 PROGRESS OF MICROWAVE REMOTE SENSING FOR EARTH SCIENCE AND APPLICATIONS Adriano Camps (No paper)

18:05 18:20

18:20 18:30

18:30 19:00 Workshop 1 (18:30-20:30, Room A):

19:00 19:30 Welcome Cocktail (Hall D'Etigni) An introduction to the use of satell ite products for Ocean Color Remote Sensing

19:30 20:00 Workshop 5 (18:30-22:30, Room B):

20:00 20:30 Argo Monitoring Technologies

20:30 21:00

21:00 21:30

21:30 22:00

22:00 22:30

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Time MONDAY 23rd

Reception and Registration (Hall D'Etigni)

Openning Ceremony (Auditorium D´Etigni)

Co-chairs LAGIRS 2020, IEEE-GRSS & ISPRS Presidents, Travel Grants, Engineering Faculty Dean, UMAG & UCHILE Rectors

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9:00 9:25

9:25 9:50

9:50 10:15

10:15 10:30

10:30 10:45

Auditorium D'Etigni Room B07

10:45 11:00

1030: COVERAGE CHANGES DETECTION AT CIÉNAGA GRANDE, SANTA MARTA – COLOMBIA USING

AUTOMATIC CLASSIFICATION

L. Cuervo Hoyos, D. Quintero Perea, D. Rodriguez Mariaca, S. Velásquez López, F. Hernández Torres

BRAZILIAN REDD+ STRATEGY

Dr. Dalton Valeriano (No paper)

11:00 11:15

1157: SUGARCANE PRODUCTIVITY ESTIMATION THROUGH PROCESSING HYPERSPECTRAL SIGNATURES

USING ARTIFICIAL NEURAL NETWORKS

C. Espinosa Valencia, Sergio Velásquez López, F. Hernández Torres

1278: DEFORESTATION MONITORING IN DIFFERENT BRAZILIAN BIOMES: CHALLENGES AND

LESSONS

Cláudio De Almeida, Dalton Valeriano, Luis Maurano, Lubia Vinhas, Leila Fonseca, Daniel Silva, Clotilde

Santos, Flora Martins, Fernanda Lara, Janaina Maia, Ederson Profeta, Leonardo Santos, Fabiana Santos,

Vanildes Ribeiro

11:15 11:301229: POLSAR IMAGE CLASSIFICATION USING DIFFERENT CODIFICATIONS BASED ON FISHER VECTORS

Javier Andrés Redolfi, Roberto Gastón Araguás, Ana Georgina Flesia

#1201: DEFORESTATION POLYGON ASSESSMENT TOOL: PROVIDING COMPREHENSIVE

INFORMATION ON DEFORESTATION IN THE BRAZILIAN CERRADO BIOME

Luiz Mario Lustosa Pascoal, Leandro Leal Parente, Sérgio Henrique de Moura Nogueira, Laerte Guimarães

Ferreira Junior

11:30 11:45

1316: APPLICATION OF SEMANTIC SEGMENTATION WITH FEW LABELS IN THE DETECTION OF WATER

BODIES FROM PERUSAT-1 SATELLITE’S IMAGES

Jessenia Gonzalez, Kris Sankaran, Victor Ayma, Cesar Beltran

1290: CLASSIFICATION SYSTEM DRIVES DISAGREEMENT AMONG BRAZILIAN VEGETATION MAPS

AT A SAMPLE AREA OF THE SEMIARID CAATINGA

Edgard Bontempo, Mehmet Cuneyd Demirel, Christiane Corsini, Flora Martins, Dalton Valeriano

11:45 12:00

1202: USING REMOTE SENSING IMAGES AND CLOUD SERVICES ON AWS TO IMPROVE LAND USE

AND COVER MONITORING

Karine Ferreira, Gilberto Ribeiro, Gilberto Camara, Ricardo Souza, Lúbia Vinhas, Rennan Marujo, Rolf

Simões, Carlos Noronha, Raphael Costa, Jeferson Arcanjo, Vitor Gomes, Matheus Zaglia

12:00 12:15

12:15 12:30

1123: AN END-TO-END FRAMEWORK FOR LOW-RESOLUTION REMOTE SENSING SEMANTIC

SEGMENTATION

Matheus Pereira, Jefersson dos Santos

1067: SENTINEL-2 BASED ALGORITHM TO ESTIMATE THE Kd (PAR) FROM A BRAZILIAN RESERVOIR

Luiz Rotta, Leticia Boschi, Nilton Imai, Enner Alcântara

12:30 12:451136: TOWARDS OPEN-SET SEMANTIC SEGMENTATION OF AERIAL IMAGES

Caio da Silva, Keiller Nogueira, Hugo Oliveira, Jefersson dos Santos

1085: EVALUATION OF THE SOIL MOISTURE AGRICULTURAL DROUGHT INDEX (SMADI) AND

PRECIPITATION-BASED DROUGHT INDICES IN ARGENTINA

M. Mercedes Salvia, Nilda Sánchez, María Piles, Ángel González-Zamora, José Marínez-Fernández

12:45 13:00

1226: EVALUATION OF RANDOM FOREST – BASED ANALYSIS FOR THE GYPSUM DISTRIBUTION IN THE

ATACAMA DESERT

Dirk Hoffmeister, Marina Herbrecht, Tanja Kramm

1142: WETLAND MAPPING WITH MULTITEMPORAL SENTINEL RADAR REMOTE SENSING IN THE

SOUTHEAST REGION OF BRAZIL

Jhon Brayan Salinas Guerrero, Mirela Karla Plaster Eggerth, Manuel Eduardo Miller, Rolando Renee

Badaracco Meza, Julio Tomás Aquije Chacaltana, Joel Rojas Acuña, Gilberto Fonseca Barroso

13:00 13:15

1256: IDENTIFICATION OF SANDBANK FORMATION THROUGH SAR IMAGES - CASE STUDY: RIO

MADEIRA - RONDONIA - BRAZIL

Denes Pedrosa, Ana Correa

1261: ANALYSIS OF THE EVOLUTION OF THE CHLOROPHYLL-A CONCENTRATION IN THE RIO

TERCERO RESERVOIR FOR THE PERIOD 2000-2019

Maria Micaela Ledesma, Claudia Rodriguez, Claudia Ledesma, Matias Bonansea, Lucio Pinotti, Carlos

Scavuzzo, Alba German, Anabella Ferral

13:15 14:00

14:00 14:15

1185: ESTIMATING CROP YIELDS WITH REMOTE SENSING AND DEEP LEARNING

Renato Luiz de Freitas Cunha, Bruno Silva

1175: ACQUIRING AND EXTRACTION OF INFORMATION COLLECTED BY UNMANNED AERIAL

VEHICLES AND OMNIDIRECTIONAL CAMERAS AND THEIR APPLICATIONS THROUGH MANAGEMENT

SOFTWARE Marcelo Abreu

14:15 14:30

1227: Augmenting Data Us ing Gauss ian Mixture Embeddings for Improving Land Cover

Segmentation

Dario Oliveira

1198: PCA BAND SELECTION METHOD FOR A HYPERSPECTRAL SENSORS ONBOARD AN UAV

Jorge Centeno, Jens Kern, Edson Mitishita, Mario Jijón-Palma

14:30 14:45

1309: FCRN-BASED MULTI-TASK LEARNING FOR AUTOMATIC CITRUS TREE DETECTION FROM UAV

IMAGES

Laura Elena Cué La Rosa, Maciel Zortea, Bruno Holtz Gemignani, Dário Augusto Borges Oliveira, Raul Queiroz

Feitosa

1219: UAV PHOTOGRAMMETRY: THE IMPACT OF INTERIOR ORIENTATION PARAMETERS IN

PHOTOGRAMMETRIC APPLICATIONS

Niarkios Graça, Edson Mitishita

14:45 15:00

1318: PAIRS (RE)LOADED: SYSTEM DESIGN & BENCHMARKING FOR SCALABLE GEOSPATIAL

APPLICATIONS

Conrad Albrecht, Norman Bobroff, Bruce Elemegreen, Marcus Freitag, Hendrik Hamann, Ilar Khabibrakhmanov,

Levente Klein, Siyuan Lu, Fernando Marianno, Xiaoyan Shao, Johannes Schmude, Carlo Siebenschuh, Rui Zhang

1244: SPATIAL DISTRIBUTION AND TEMPORAL VARIATION OF RUPESTRIAN VEGETATION IN

SERRA DO CIPÓ (MG, BRAZIL) THROUGH IMAGES OBTAINED BY REMOTELY PILOTED AIRCRAFT

Thais Pereira de Medeiros, Leonor Patrícia Cerdeira Morellato, Thiago Sanna Freire Silva

15:00 15:15

1246: ADVANCES AND CHALLENGES OF UAV SFM PHOTOGRAMMETRY AND REMOTE SENSING:

SHORT REVIEW

Elias Berra, Maria Peppa

15:15 15:30

15:30 15:45

15:45 16:001151: EDGE PRESERVING CNN SAR DESPECKLING ALGORITHM

Sergio Vitale, Giampaolo Ferraioli, Vito Pascazio

1015: FRACTIONS INDICES AND THE PVts-β APPROACH TO MAP FOREST DISTURBANCE

Yonatan Tarazona, María Miyasiro-López

16:00 16:15

1286: IMPACT OF SEGMENTATION PARAMETERS ON THE CLASSIFICATION OF VHR IMAGES ACQUIRED BY

RPAs

Marielcio Gonçalves Lacerda, Alvaro José Damião, Elcio Hideiti Shiguemori, Camila Souza dos Anjos Lacerda,

Mateus Habermann

1053: RADIOMETRIC CHARACTERIZATION OF A MARSH SITE AT THE ARGENTINIAN PAMPAS IN

THE CONTEXT OF HYPERNETS PROJECT (A NEW AUTONOMOUS HYPERSPECTRAL RADIOMETER)

Estefanía Piegari, Juan Ignacio Gossn, Ángela Beatriz Juárez, Verónica Barraza, Gabriela González Trilla,

Francisco Grings

16:15 16:30

1287: IDENTIFICATION OF AFFECTED HIGH-ALTITUDE WETLANDS IN THE NORTH CHILE USING LARGE

LANDSAT TIME SERIES

Denisse Castillo, Ariel Russell, Victor Caquilpan, Sebastian Elgueta

1065: SPACE-TIME DYNAMICS OF LAND USE IN THE MUNICIPALITY OF GOIANÉSIA DO PARÁ,

BRAZIL

Andrés Danilo Velástegui-Montoya, Aline Maria Meiguins da Lima, Marcos Adami

16:30 16:45

1301: SLOPE STABILITY MONITORING TECHNIQUE BY USING GROUND BASED MILLIMETER WAVE

RADAR SYSTEM

Tomonori Deguchi, T. Sugiyama, M. Kishimoto

1264: SPATIAL PREDICTION OF SOIL PARAMETERS AFTER WILDFIRE AND THEIR RELATIONSHIP

WITH ECOLOGICAL PROCESS OF SOIL AND VEGETATION.

David Banda, Mauricio Galleguillos, Violeta Tolorza

16:45 16:50

16:50 17:05

1087: CLASSICATION OF LAND-COVER THROUGH MACHINE LEARNING ALGORITHMS FOR FUSION OF

SENTINEL-2A AND PLANETSCOPE IMAGERY

Maycol Zaraza

1129: CLOUD-COMPUTING-BASED REMOTE SENSING FOR MONITORING OF THE LIMIT BETWEEN

BRAZILIAN CERRADO-AMAZONIA

Carlos Antonio da Silva Junior, Gerlane Medeiros Costa, Fernando Saragosa Rossi, Jôine Cariele Evangelista

do Vale, Rogério Brito de Lima, Mendelson Lima, José Francisco de Oliveira-Júnior, Paulo Eduardo Teodoro,

Reginaldo Carvalho dos Santos, Thaís Lourençoni, Tatiane Deoti Pelissari

17:05 17:20

1118: BRAZILDAM: A BENCHMARK DATASET FOR TAILINGS DAM DETECTION

Edemir Ferreira, Matheus Brito, Remis Balaniuk, Mario Alvin, Jefersson A. dos Santos

1236: FRAGMENTED OR COMPACT: THE CASE OF PERIURBAN MUNICIPALITIES IN THE

NORTHWEST OF THE METROPOLITAN AREA OF BUENOS AIRES

Andrea Pamela Flores, Marcos Gaudiano

17:20 17:35

1240: AERIAL IMAGE SEGMENTATION IN URBAN ENVIRONMENT FOR VEGETATION MONITORING

Jose Martins, Jose Marcato junior, Diego Sant´Ana, Hemerson Pistori, Wesley Gonçalves

1298: A LONG-TERM LAND COVER AND LAND USE MAPPING METHODOLOGY FOR THE ANDEAN

AMAZON

Maria Olga Borja, Rodney Camargo, Nicole Moreno, Efrain Turpo, Sylvia Villacis

17:35 17:50

1280: SEMANTIC SEGMENTATION OF ENDANGERED TREE SPECIES IN BRAZILIAN SAVANNA USING

DEEPLABV3+ VARIANTS

Daliana Lobo Torres, Raul Queiroz Feitosa, Laura Elena Cué La Rosa, Patrick Nigri Happ, José Marcato Junior,

Wesley Nunes Gonçalves, Jose Martins, Veraldo Liesenberg

1313: RECENT LAND USE AND LAND COVER CHANGE DYNAMICS IN THE GRAN CHACO AMERICANO

Santiago Banchero, Diego de Abelleyra, Santiago Ramón Veron, María Jesús Mosciaro, José Norverto

Volante, Fabiana Arévalos

17:50 18:051115: SAR TO OPTICAL IMAGE SYNTHESIS WITH ATROUS CGANS

Javier Noa Turnes, Pedro Juan Soto Vega, Jose David Bermudez Castro, Raul Queiroz Feitosa, Patrick Nigri Happ

18:05 18:20

18:20 18:30

18:30 19:00

LAGIRS 2022 Meeting (Hall D'Etigni)

Workshop 2 (18:30-20:30, Room A):

Radar Satell ite Images Applications, by means of open access tools and digital plataform

19:00 19:30

Workshop 3 (20:30-22:30, Room A):

Long-term snow modelling validation through a remote sensing approaches using Google

Earth Engine

19:30 20:00 Workshop 8 (18:30-20.30, Room C):

20:00 20:30Mapping forest disturbance through seasonal and non-seasonak algorithms, and the new

"ForestToolboxRS" package

20:30 21:00 Workshop 4 (20:30-22:30, Room C):

21:00 21:30 Marine Satell ite data by SatCO2 software

21:30 22:00Workshop 7 (18:30-22:30, Room B):

Earth Observationin support to the UN Susta inable Developments Goals

22:00 22:30

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Time TUESDAY 24th

Plenary I: MONOCHROMATIC AND MULTISPECTRAL LIDAR: POTENTIALS OF NEW SYSTEMS IN DATA ACQUISITION AND PROCESSING, Dr. Ahmed Shaker

Plenary II: CUBESATS AND SMALL SATELLITES FOR EARTH OBSERVATION, Dr. Adriano Camps

Plenary III: SEASONAL TO ANNUAL LARGE AREA LAND COVER AND LAND USE CHANGE MONITORING AND THEIR APPLICATIONS, EXPERIENCES AND PERSPECTIVES, Dr. Peng Gong

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Programa Copernicus Chile, Florencio Utreras (Short presentation)

9:00 9:25

9:25 9:50

9:50 10:15

10:15 10:30

10:30 10:45

Auditorium D'Etigni Room B07

10:45 11:00

1100: ACCUMULATED REFLECTANCE TECHNIQUE FOR SAMPLING DELIMITATION IN THE RIACHO FUNDO

CREEK, LAGO PARANOÁ-DF, FROM PLANETSCOPE IMAGES

Cinthya de Souza Marinho, Vitor do Sacramento, Marina Rique Cangiano, Rejane Ennes Cicerelli, Tati de Almeida

1097: DAILY PM10 ESTIMATION FOR BUENOS AIRES USING MACHINE LEARNING

Natacha Soledad Represa, Andres Porta, Jesus Palomar-Vazquez, Alfonso Fernández-Sarría

11:00 11:15

1241: MOVING TOWARDS GLOBAL SATELLITE BASED PRODUCTS FOR MONITORING OF INLAND AND

COASTAL WATERS. REGIONAL EXAMPLES FROM EUROPE AND SOUTH AMERICA

Evangelos Spyrakos, Peter Hunter, Stefan Simis, Claire Neil, Caitlin Riddick, Shenglei Wang, Adam Varley, Matthew

Blake, Steve Groom, Jesus Torres Palenzuela, Luis Gonzalez Vilas, Carlos Cardenas, Maximo Frangopulos, Ximena

Aguilar Vega, Jose Luis Iriarte, Andrew Tyler

1137: AEROSOL INFLUENCE ON PHOTOVOLTAIC SOLAR ENERGY GENERATION FOR THE STATE OF

GOIÁS (BRAZIL)

Carlos Silveira, Gustavo Barbosa, Lucas Sousa

11:15 11:30

1265: DIGITAL IDENTIFICATION OF MICROPLASTIC SPECTRAL SIGNATURES IN MARINE ENVIRONMENTS

USING SIMULATED HYPERSPECTRAL REMOTE SENSING PRODUCTS

Douglas Galimberti Barbosa, José Antônio Duarte da Silva, Mariana Mizutani Ribeiro, Cristiano Lima Hackmann

1197: GLACIER RETREAT DIFFERENCES IN CHILEAN CENTRAL ANDES AND THEIR RELATION WITH

ANTHROPOGENIC BLACK CARBON POLLUTION

Francisco Cereceda-Balic, Maria Ruggeri, Victor Vidal

11:30 11:45

1327: AUTOMATED FISH CAGES INVENTORY AND MONITORING USING H/A/α UNSUPERVISED WISHART

CLASSIFICATION IN SENTINEL 1 DUAL POLARIZATION DATA

Ariel Russell, Carlos Sierralta, Denisse Castillo, Sebastián Elgueta

1250: ATMOSPHERIC METHANE EMISSIONS FOR ARGENTINA. COMPARISON WITH TROPOMI

SATELLITE MESUREMENTS

S. Enrique Puliafito, Lucas Berná, Ana Lopez-Noreña, Romina Pascual-Flores, Tomás Bolaño-Ortiz

11:45 12:00

1330: IMPORTANCE OF REMOTE SENSING FOR THE STUDY OF SPACE DYNAMICS OF ESTUARINE NEUSTON

FROM SOUTHERN CHILE

Juan Cañete, Carlos Cárdenas, Máximo Frangópulos, Ximena Aguilar, Javier Dia z

1306: SNOW ALBEDO REDUCTION IN CENTRAL ANDES BY ATMOSPHERIC AEROSOLS: CASE STUDY ON

THE TUNUYAN BASIN (ARGENTINA)

Salvador Enrique Puliafito, Tomas Rafael Bolano-Ortiz, Romina Maria Pascual Flores, Ana Isabel Lopez-Norena,

Lucas Berna

12:00 12:15

12:15 12:30

1066: CAN SMOS SOIL MOISTURE DRY-DOWNS BE USEFUL TO DETECT FLOOD CONDITIONS OVER THE

ARGENTINEAN PAMPAS PLAINS?

Lucia Cappelletti, Anna Sörensson, Romina Ruscica, Maria Mercedes Salvia, Esteban Jobbagy, Sylvain Kuppel, Lluis

Fita

1047: INUNDATED CROPLAND AREA ASSESSMENT: A CASE OF THE 2013 FLOOD EVENT IN THE LOWER

LIMPOPO RIVER BASIN

José Bofana, Miao Zhang, Mohsen Nabil, Bingfang Wu

12:30 12:45

1069: FIRST SURFACE SOIL DRYING VALIDATION IN A PRODUCTIVE AREA IN CENTRAL ARGENTINA

Lucia Cappelletti, Romina Ruscica, Maria Mercedes Salvia, Anna Sörensson, Esteban Jobbagy, Natalia Gattinoni,

Pablo Spennemann, Maria Fernandez-Long

1084: EXPLORING THE POTENTIAL OF HIGH-RESOLUTION PLANETSCOPE IMAGERY FOR PASTURE

BIOMASS ESTIMATION IN AN INTEGRATED CROP–LIVESTOCK SYSTEM

Aliny Dos Reis, Bruna Silva, João Paulo Werner, Yane Silva, Jansle Rocha, Gleyce Figueiredo, João Antunes, Júlio

Esquerdo, Alexandre Coutinho, Rubens Lamparelli, Paulo Magalhães

12:45 13:00

1086: USING MULTI-SENSOR DATA TO DERIVE A LANDSCAPE-LEVEL BIOMASS MAP COVERING

GRASSLANDS, SHRUBLANDS, NATURAL FORESTS AND PINE PLANTATIONS

Fabian Ewald Fassnacht, Javiera Pobleta, Mauricio Galleguillos

1122: SURFACE MOISTURE INDEX BY LOCAL AND ORBITAL RADIOMETRIC DATA

Lucimara Wolfarth Schirmbeck, Denise Cybis Fontana, Juliano Schirmbeck, Genei Antonio Dalmago

13:00 13:15

1093: SPATIAL-TEMPORAL DISTRIBUTION OF DROUGHT IN THE WESTERN REGION OF PARAGUAY (2005-

2017)

Maria Teresa Paniagua, Janet Villalba, Max Pasten

1159: CORRELATIONS BETWEEN SOYBEAN BIOPHYSICAL PARAMETERS AND DATA OBTAINED FROM

SURFACE AND ORBTIAL SPECTRAL SENSORS

Laura Pigatto Scaparini, Denise Cybis Fontana, Grazieli Rodigheri, Genei Dalmago, Juliano Schirmbeck

13:15 14:00

14:00 14:15

1125: STEREO-PHOTOGRAMMETRIC MEASUREMENT OF SPATIO-TEMPORAL VELOCITY FIELDS AT LANGE

GLACIER, KING GEORGE ISLAND

Ellen Schwalbe, Robert Koschitzki, Erling Johnson, Diego Fernando Mojica Moncada, Benjamin Schröter, Carlos

Cardenas, Gino Casassa, Hans-Gerd Maas

1029: CELLULAR AUTOMATA MODEL - LANDSCAPE DYNAMICS SIMULATION TOOL IN THE PROCESS OF

CHANGE IN LAND USE AND COVER IN THE CITY OF GAUCHA DO NORTE - MT

Elison André Leal Pinheiro, Maiume Rughania Sá Soares, Nino Antonio Camini, Simone Sayuri Sumida

14:15 14:30

1180: FROM SPACE TO EARTH: PHYSICAL AND BIOLOGICAL IMPACTS OF GLACIER DYNAMICS IN THE

MARINE SYSTEM BY MEANS OF REMOTE SENSING AT ALMIRANTAZGO BAY, ANTARCTICA

Carlos Cárdenas, Gino Casassa, Ximena Aguilar, Diego Mojica, Erling Johnson, Fabian Brondi

1176: MAKING THE DIFFICULT SIMPLE: A USER-FRIENDLY REMOTE-SENSING WEB-PLATFORM FOR

BIODIVERSITY CONSERVATION AND MANAGEMENT IN PROTECTED AREAS

Roberto O. Chávez, José A. Lastra, Diego Valencia, Ignacio Díaz-Hormazábal

14:30 14:45

1204: SAR-X BACKSCATTER MODELING FOR ESTIMATE DRY SNOW-PACK PROPERTIES ALONG THE UNION

GLACIER, ANTARCTICA

Jean Espinoza, Jorge Arigony-Neto, Ricardo Jaña, Miguel Albuquerque, Bruna Freitas, Bento Gonzaga

1307: MAPPING CROP COEFFICIENT WITH SATELLITE DATA FOR IRRIGATION MANAGEMENT IN

OVERHEAD TRELLIS SYSTEM

Mauricio Galleguillos, Estefanía Pizarro, Ignacio Lobos, Carlos Faundez, Rodrigo Fuster

14:45 15:00

1223: CALVING DYNAMICS DERIVED FROM SATELLITE SAR DATA IN SUPPORT OF MASS BALANCE

ESTIMATIONS IN LANGE GLACIER, ANTARCTICA

Erling Johnson, Dana Floricioiu, Ellen Schwalbe, Robert Koschitzki, Hans-Gerd Maas, Carlos Cardenas, Gino Cassasa

1308: PRELIMINARY STUDY FOR SOIL MOISTURE DETECTION IN SALT FLATS USING REMOTE

SENSING TECHNIQUES

José Manuel Lattus, Cynthia Leal

15:00 15:15

1239: ICE THICKNESS USING GROUND PENETRATING RADAR AT ZNOSKO GLACIER ON KING GEORGE

ISLAND

Cinthya Bello, Nelson Santillan, Alejo Cochachin, Sandro Arias, Wilson Suarez

1225: SATELLITE REMOTE SENSING FOR AN IMPROVED UNDERSTANDING OF GRASSLAND

DEGRADATION PATTERNS ON THE QINGHAI TIBETAN PLEATAU

Fabian Ewald Fassnacht, Daniel Strauch, Meike Lindner, Li Li, Jiapeng Qu

15:15 15:30

15:30 15:45

15:45 16:00

1163: MONITORING AGRICULTURAL FIELDS WITH SENTINEL-1 AND METEOROLOGICAL DATA: THE

ASPARAGUS CASE STUDY

Cristian Silva-Perez, Armando Marino, Iain Cameron

1098: AUTOMATIC BUILDING EXTRACTION FROM HIGH RESOLUTION SATELLITE IMAGES USING DEEP

LEARNING TECHNIQUES

Mayank Dixit, Kuldeep Chaurasia, Vipul Kumar Mishra

16:00 16:15

1189: MULTISCALE ANALYSIS FOR MONITORING PADDOCK MANAGEMENT IN AN INTEGRATED CROP-

LIVESTOCK SYSTEM

João Paulo Werner, Aliny Dos Reis, Gleyce Figueiredo, Júlio César Esquerdo, Jansle Rocha, João Francisco Antunes,

Alexandre Coutinho, Rubens Lamparelli, Paulo Graziano

1110: WHICH INDICES IN FOREST SURVEY DATA CAN BETTER DISTINGUISH CONSERVED AND

DEGRADED TROPICAL DRY FOREST?

Yan Gao, Diana Jiménez, Miguel Salinas, Margaret Skutsch

16:15 16:30

1255: MAPPING PASTURE AREAS IN WESTERN REGION OF SÃO PAULO STATE, BRAZIL

Ana Flávia Bonamigo, Julianne Oliveira, Rubens Lamparelli, Gleyce Figueiredo, Eleonor Campbell, Johnny Soares,

Leonardo Monteiro, Murilo Vianna, Deepak Jaiswal, John Sheehan, Lee Lynd

1116: EPISODIC EVENTS ON RADAR AND MULTISPECTRAL REMOTE SENSORS FROM SALAR DE AGUAS

CALIENTES, CHILE

Analia Delsouc, Matias Barber, Waldo Pérez-Martínez, Idania Briceño De Urbaneja

16:30 16:45

1112: SPECTRAL DIFFERENCES OF TREE SPECIES BELONGING TO ATLANTIC FOREST OBTAINED FROM UAV

HYPERSPECTRAL IMAGES

Gabriela Takahashi Miyoshi, Nilton Nobuhiro Imai, Antonio Maria Garcia Tommaselli, Eija Honkavaara

1120: TIME SERIES OF SALT CRUSTS IMAGED BY A DUAL POLARIZATION SPACEBORNE SYNTHETIC

APERTURE RADAR (SAR) AT C-BAND OVER AN ANDEAN ALTIPLANO SALAR OF NORTHERN CHILE

Matias Barber, Analia Delsouc, Waldo Pérez-Martínez, Idania Briceño-De-Urbaneja

16:45 16:50

16:50 17:05

1147: RECENT DYNAMICAL FEATURES OF TYNDALL AND GREY GLACIERS, FROM THE SOUTHERN

PATAGONIAN ICEFIELD, BY USING SATELLITE REMOTE SENSING TECHNIQUES.

Ana Carolina Moraes Luzardi, Carlos Alberto Cárdenas Mansilla

1096: INDENTIFYING CARBON SINKS WITH THE USE OF HYPERSPECTRAL IMAGES:A POTENCIAL TOOL

FOR LANDSCAPE PLANNING

Rubens Amaral, Gustavo Baptista, Maria do Carmo Bezerra

17:05 17:20

1152: POTENTIALITIES OF SENTINEL-1 FOR MAPPING AND MONITORING GEOLOGICAL AND CRYOSPHERIC

PROCESSES IN THE PATAGONIA REGION (CHILE)

Oriol Monserrat, Carlos Cardenas, Paula Olea, Vrinda Krishnakumar, Bruno Crippa

1146: TROPICAL ANDEAN GLACIERS AND AMAZON BASIN HYDROLOGY: A REMOTE SENSING

PERSPECTIVE

Bijeesh Kozhikkodan Veettil, Silvia Beatriz Alvez Rolim, Najila Souza da Rocha, Atilio Effrain Bica Grondona

17:20 17:35

1165: A NEW DRAINAGE BASIN DELINEATION FOR THE SOUTHERN PATAGONIAN ICE FIELD BASED ON

TERRASAR-X VELOCITIES AND TANDEM-X ELEVATIONS

Lukas Krieger, Erling Johnson, Dana Floricioiu

1182: SEASONAL ASSESSMENT OF SURFACE TEMPERATURE WITH NORMALIZED VEGETATION INDEX

AND SURFACE ALBEDO OVER PAMPA BIOME

Pâmela Suélen Käfer, Nájila Souza da Rocha, Lucas Ribeiro Diaz, Eduardo André Kaiser, Savannah Tamara

Lemos da Costa, Gabriel Hallal, Gustavo Veeck, Débora Roberti, Silvia Beatriz Alves Rolim

17:35 17:50

1295: ANALYSIS OF THE EFFICIENCY OF THE ADAPTIVE CANNY METHOD FOR THE DETECTION OF ICEBERGS

AT OPEN SEA

Karim A. Nemer Pelliza

1096: INDENTIFYING CARBON SINKS WITH THE USE OF HYPERSPECTRAL IMAGES:A POTENCIAL TOOL

FOR LANDSCAPE PLANNING

Rubens Amaral, Gustavo Baptista, Maria do Carmo Bezerra

17:20 18:05

18:05 18:20

18:20 18:30

18:30 19:00Workshop 9 (18:30-22:30, Room A):

Using remote sensing data into marine monitoring activities/programs

19:00 19:30Workshop 10 (18:30-22:30, Room B):

Optimising parameter for structure from motion captureof natural resource information

19:30 20:00 Workshop 6 (18:30-20:30, Room C):

20:00 20:30 Analysis of Agricultural Areas (Small Crop Fields) with Sentinel -2 Dense Time Series

20:30 21:00

21:00 21:30 Conference Dinner 21:30 22:00

22:00 22:30

Time WEDNESDAY 25th

Plenary IV: GEODATA COLLECTION AND APPLICATIONS FOR SMART CITIES, Dr. Nicolas Paparoditis

Plenary V: THE GOLDEN AGE OF SAR POLARIMETRY, Dr. C. López-Martínez

Plenary VI: AI4EO – ARTIFICIAL INTELLIGENCE FOR EARTH OBSERVATION, Dr. Christian Heipke

Coffee (Hall)

Coffee (Hall)

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Lunch Break (free)

9:00 9:25

9:25 9:50

9:50 10:15

10:15 10:30

10:30 10:45

Auditorium D'Etigni Room B07

10:45 11:001101: CHARACTERIZATION OF SAR IMAGES WITH WEIGHTED AMPLITUDE TRANSITION GRAPHSEduarda Chagas, Alejandro Frery, Osvaldo Rosso, Heitor Ramos

1130: FEASIBILITY OF THE INVERSION OF ELECTROMAGNETIC MODELS IN ORDER TO ESTIMATE SOIL

SALINITY USING COSMO SKY-MED IMAGESFederico Machado, Romina Solorza, Simone Pettinato

11:00 11:151166: RATIO-BASED SIMILARITY CRITERIA FOR POLARIMETRIC SAR IMAGEHossein Aghababaee, Giampaolo Ferraioli, Vito Pascazio

1153: EVALUATION OF THE NDVI AND SAR INTERFEROMETRIC COHERENCE TIME SERIES TO IDENTIFY

FORESTS INVADED BY LIGUSTRUM LUCIDUM W.T. AITON IN CENTRAL CÓRDOBA, ARGENTINAMaría Paula Alvarez, Marcos Sebastián Karlin, Alexander Jacob, Anabella Ferral, Amanda Cora, Javier Bernasconi

11:15 11:301274: ASSESSMENT OF RAINFALL INFLUENCE ON SENTINEL-1 TIME SERIES ON AMAZONIAN TROPICAL

FORESTS AIMING DEFORESTATION DETECTION IMPROVEMENT

Juan Doblas, Arian Carneiro, Yosio Shimabukuro, Sidnei Sant'Anna, Luiz Aragão

1158: PASTURE LAND COVER CHANGE IN SÃO PAULO STATE, BRAZILJulianne Oliveira, Rubens Lamparelli, Gleyce Figueiredo, Eleonor Campbell, Johnny Soares, Leonardo Monteiro,

Murilo Vianna, Deepak Jaiswal, Ana Flávia Bonamigo, John Sheehan, Lee Lynd

11:30 11:45

1276: A FAST APPROACH FOR THE LOG-CUMULANTS METHOD APPLIED TO INTENSITY SAR IMAGE

PROCESSINGFrancisco Ávila, Juvêncio Nobre, Rui Vigélis, Veraldo Liesenberg, Regis Marques, Fátima Medeiros

1214: LARGE MINERAL ACTIVITY: A SOCIAL, ECONOMIC AND ENVIRONMENTAL APPROACH THROUGH

GEOTECHNOLOGIES

Daniela Pereira da Silva Carvalho, Cristiane Gomes Barreto, Jeremie Garnier, Patrick Thomaz de Aquino Martins,

Rejane Ennes Cicerelli, Elaine Barbosa da Silva

11:45 12:00 Break

12:00 12:15

1108: COMPARISON BETWEEN TWO RADIOMETRIC CALIBRATION METHODS APPLIED TO UAV

MULTISPECTRAL IMAGESLetícia Porto, Nilton Imai, Adilson Berveglieri, Gabriela Miyoshi, Érika Moriya, Antônio Tommaselli, Eija

Honkavaara

12:15 12:30

1248: DETECTING LAND USE AND LAND COVER CHANGES AROUND A DAM IN BRAZILIAN AMAZON: A CASE

OF HYDROPOWER PLANT BRAÇO NORTE

João Vitor Roque Guerrero, Elton Vicente Escobar Silva, Michel Eustáquio Dantas Chaves, Guilherme Augusto Verola

Mataveli, Vandoir Bourscheidt, Luiz Eduardo Moschini

1173: ON THE INTERFEROMETRIC AND POLARIMETRIC CAPABILITIES OF THE ARGENTINIAN L-BAND

SARAT SYSTEM

Yenni Roa, Mario Azcueta, Paolo Berardino, Carmen Esposito, Leonardo Euillades, Pablo Euillades, Antonio

Natale, Stefano Perna

12:30 12:45

1251: ASSESSMENT OF VOLUME AND ABOVE-GROUND BIOMASS IN ARAUCARIA FOREST THROUGH

SATELLITE IMAGES, COMPARING DIFFERENT METHODS IN THE SOUTH OF CHILEFrancesco Pirotti, Erico Kutchartt, Elmar Csaplovics

1206: INVESTIGATIONS ON MULTI-SENSOR FUSION STRATEGIES FOR IMPROVED ORIENTATION

ASSESSMENT IN MOBILE APPLICATIONSMelanie Elias

12:45 13:00

1257: BRAZILIAN MIDWEST NATIVE VEGETATION MAPPING BASED ON GOOGLE EARTH ENGINE

Nayara Estrabis, Lucas Osco, Ana Paula Ramos, Wesley Gonçalves, Veraldo

Liesenberg, Hemerson Pistori, José Marcato Junior

1224: THE NEW TANDEM-X CHANGE DEM: SPECIFICATIONS AND INTERFEROMETRIC PROCESSINGMarie Lachaise, Barbara Schweisshelm, Thomas Fritz

13:00 13:151186: TEMPORAL ANALYSIS OF 33 YEARS OF SOIL USE AND OCCUPATION IN THE CALDAS RIVER BASIN IN

GOIÁS

Pedro Silva, Maximiliano Bayer

1289: CREATION OF DIGITAL TERRAIN MODELS WITH AMES STEREO PIPELINE USING SPOT DATA IN

HIGH RELIEF TOPOGRAPHY

Sofia Viotto, Bodo Bookhagen, Yenni Roa, Guillermo Toyos

13:15 14:00

14:00 14:15

1132: ORBITAL REMOTE SENSING TO IDENTIFY FIRE FOCI AND THE RELATIONSHIP WITH PRECIPITATION IN

BRAZILJosé Francisco de Oliveira-Júnior, Paulo Eduardo Teodoro, Carlos Antonio da Silva Junior, Fábio Henrique Rojo Baio,

Ricardo Gava, Guilherme Fernando Capristo-Silva, Givanildo Gois, Washington Luiz Félix Correia Filho, Mendelson

Lima, Dimas de Barros Santiago, Welington Kiffer Freitas, Paulo José dos Santos, Micejane da Silva Costa, Tatiane Deoti

Pelissari, Thaís Lourençoni

1267: MAPPING EXTENSION AND MAGNITUDE OF CHANGES INDUCED BY CYCLONE IDAI WITH MULTI-

TEMPORAL LANDSAT AND SAR IMAGES

Caisse Amisse, Mario Ernesto Jijon Palma, Jorge Antonio Silva Centeno

14:15 14:30

1141: AUTOMATIC EXTRACTION OF URBAN ROADS AND HIGHWAYS THROUGH GPS TRAJECTORIES

OBTAINED BY LOW COST MOBILE DEVICESBruno Moura Morceli, Aluir Porfírio Dal Poz

1270: TEMPORAL ANALYSIS OF URBAN GROWTH AND VEGETATION SUPPRESSION FROM SPECTRAL

INDEXES IN THE GUARAPIRANGA BASIN, SÃO PAULO-BRAZILMaria Emília Fernandes, Natassja Lucchesi do Nascimento, Rita de Cassia Ferreira Silva, Hetiany Ferreira da Costa,

Jocy Ana Paixão de Sousa, Roberto Wagner Lourenço

14:30 14:451164: ESTIMATION OF LAND SURFACE TEMPERATURE USING LANDSAT 7 (ETM+) AND LANDSAT 8 (OLI)

OVER DELHI CITY, INDIAPawan Kumar Thakur

1271: USING GEOBIA APPROACH TO PRODUCE A LAND USE LAND COVER MAP OF THE 2016-2017

HARVEST PERIOD IN MATO GROSSO, BRAZILMichel Chaves, Anderson Soares, Michelle Picoli, Rolf Simoes, Alber Sanchez, Sarah Lechler, Ieda Sanches

14:45 15:00

1220: VEGETATION INDEX BASED IN UNMANNED AERIAL VEHICLE (UAV) TO IMPROVE THE MANAGEMENT

OF INVASIVE PLANTS IN PROTECTED AREAS, SOUTHERN BRAZILCaroline Lorenci Mallmann, Adenilson Zaninni, Waterloo Pereira Filho

1283: THE URBAN HEAT ISLAND OF PORTO ALEGRE, RS, SOUTHERN BRAZIL: AN ANALYSIS BETWEEN

1985 AND 2019 THROUGH THE RADIATIVE TRANSFER IN THE INFRARED THERMALEduardo Andre Kaiser, Rodrigo de Marsillac Linn, Silvia Beatriz Alves Rolim, Pamela Suelen Kafer, Najila Souza da

Rocha, Lucas Ribeiro Diaz, Atilio Grondona, Gabriel Prates Hallal, Savanah Lemos

15:00 15:05

15:05 15:20

OPTIMIZATION OF A RANDOM FOREST CLASSIFIER FOR BURNED AREA DETECTION IN CHILE USING

SENTINEL-2 DATAEkhi Roteta, Patricia Oliva

1273: MAPPING AND ANALYSIS OF URBAN MORPHOLOGY THROUGH DATA MODELLING OF THE

BRAZILIAN DEMOGRAPHIC CENSUSJúlio César Paiva, Diego Macedo, Douglas Sathler

15:20 15:351291: COHERENCE SIGNATURES OF SIGNALS OF OPPORTUNITY OVER LAND SURFACERashmi shah, Jade Morton, Yamg Wang, Ian Collett

1279: COMPARISON BETWEEN 3D RADIATIVE TRANSFER SIMULATIONS AND LANDSAT 8 PRODUCT IN

THE THERMAL INFRAREDSavannah Tamara Lemos da Costa, Silvia Beatriz Alves Rolim, Pâmela Suélen Käfer, Nájila Souza da Rocha, Lucas

Ribeiro Diaz, Eduardo Andre Kaiser, Gabriel Prates Hallal, Guilherme Martins Soares, Mariana Tosi Corrêa

15:35 15:501326: TESTING DIFFERENT LAPSE RATE INTERVALS FOR IMPROVING LSA SAF LAND-SURAFACE

TEMPERATURE RETRIEVALSLeonardo Peres, Isabel Trigo

1320: EXTRATROPICAL CYCLONES IN SOUTHERN BRAZIL: CASE STUDY OF EVENT OCCURRED IN

HERMENEGILDO BEACH AT OCTOBER, 2016Miguel da Guia Albuquerque, Jean Marcel de Almeida Espinoza, Deivid Cristian Leal Alves

15:50 16:051331: CARBON FLOW COMPARISON IN THE MATOGROSSENSE AMAZONIA DUE TO ANTHROPIC LAND USEJosé Wagner Oliveira Júnior, Carlos Antonio da SIlva Junior, Fernando Saragossa Rossi

1325: FIRE IN TERRITÓRIO QUILOMBOLA KALUNGA - GO - BRAZIL: AN ASSESSMENT OF FREQUENCY,

LOCATION AND CONSEQUENCESSara Alves dos Santos, Noely Vicente Ribeiro

16:05 16:20

1292: REMOTE SENSING METHODS, ROAD PAVING EFFECT ON AMAZON RAINFOREST: CASE OF

SOUTHEASTERN OF ACRE STATE

Edelin Jean Milien , Karla da Silva Rocha

16:20 16:45 Coffee (Hall)

16:45 18:30

Closing Ceremony (Auditorium D´Etigni)

Best Papers Awards

LAGIRS 2022

Authorities

Final Words

Time THURSDAY 26th

Plenary VII: DEALING WITH COMPLEX DATA SETS: RADAR AND HYPERSPECTRAL DATA PROCESSING, Dr. Michal Shimoni

Plenary VIII: REMOTE SENSING FOR SMART CITIES, Dr. Paolo Gamba

Plenary IX: AUTONOMOUS VEHICLE NAVIGATION: THE MAPPING PERSPECTIVE, Dr. Charles Toth

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1003: VISIBILITY STUDY - TERRITORIAL LANDSCAPE MANAGEMENT IN COXILHA RICA

1190: LAND USE DATA IN THE MIDDLE MAULE RIVER SUB-BASIN: CLASSIFICATION AND COMPARISON BETWEEN 1999 AND 2019

1277: REMOTE GLACIER MONITORING IN THE NORTHEASTERN ANTARCTIC

PENINSULA

Vivian Reginato, Samuel Abati Marcelo Nicolás Tapia, Marcos Vinicius Bueno de Morais Sebastián Marinsek, José Luis Seco

1046: FOREST DISTURBANCE DETECTION BY LANDSAT-BASED NDVI TIME SERIES FOR AYUQUILA RIVER BASIN, JALISCO, MEXICO

1192: PARAOPEBA RIVER (MG) TURBIDITY MODELING USING SENTINEL-2 SATELLITE IMAGES

Pedro Luiz Becaro Crioni, Elias Hideo Teramoto, Hung Kiang Chang, Caroline Zanetti de Carvalho, Vitor Pimenta

1297: SPATIAL-TEMPORAL ASSESSMENT OF ENVIRONMENTAL LAW VIOLATION PATTERNS IN PERMANENT PRESERVATION AREAS FROM SOUTHERN OF MINAS GERAIS STATE, BRAZIL

Yan Gao, Alexander Quevedo, Jaime Loya 1196: DETECTING STRUCTURAL MOVEMENTS FROM REFLECTED GNSS SIGNALS

Kleber Santos, Samara Azevedo, Nívea Pons

1055: ANALYZING LONG-TERM AVAILABILITY OF URBAN GREEN SPACE BY SOCIOECONOMIC STATUS IN MEDELLIN, COLOMBIA, USING OPEN DATA AND TOOLS.

Isabela Marchiori, Eniuce Souza, Daniele Alves 1299: EVALUATION OF SENTINEL-2/MSI IMAGERY PRODUCTS LEVEL-2A OBTAINED BY THREE DIFFERENT ATMOSPHERIC CORRECTIONS FOR MONITORING SUSPENDED SEDIMENTS CONCENTRATION IN MADEIRA RIVER, BRAZIL.

Jorge E. Patiño 1203: ASSESSING THE POSITIONING PERFORMANCE OF GALILEO CONSTELLATION UNDER DIFFERENT IONOSPHERIC CONDITIONS AND ITS CONTRIBUTION TO MULTI-GNSS IN SOUTH AMERICA

Diego Santos, Jean-Michel Martinez, Tristan Harmel, Henrique Borges

1061: PRELIMINARY ANALYSIS FOR AUTOMATIC TIDAL INLETS MAPPING USING GOOGLE EARTH ENGINE

Paulo de Tarso Setti Junior, Crislaine Menezes da Silva, Daniele Barroca Marra Alves

1310: RANKING OF DAILY SATELLITE-DERIVED PRECIPITATION EXTREMES FOR THE ORBIG PIPELINE IN RIO DE JANEIRO

Julia Alves Sartori, Janusa Borsatto Sbruzzi, Eliana Lima da Fonseca

1205: DETERMINATION OF CHLOROPHYLL-a CONCENTRATION FROM REMOTE SENSING IN CHAPÉU D’UVAS RESERVOIR (STATE OF MINAS GERAIS, BRAZIL)

Igor Cunha França Do Amaral, Renata Libonati dos Santos, Ana Cristina Pinto de Almeida Palmeira

1090: SPACE-TIME ANALYSIS OF SUSPENSION SEDIMENT CONCENTRATION (SSC) IN THE DESCOBERTO RESERVOIR (WEST CENTRAL OF BRAZIL) DURING A PERIOD OF WATER DEFICIT.

Larissa Ferreira Serbeto, George de Cassia Mendes, Celso Bandeira de Melo Ribeiro, Renata de Oliveira Pereira 1311: MAPPING THE USABILITY AND QUALITY OF BICYCLE PATHS USING A

TERRAIN-INCLINATION-BASED CLASSIFICATION, STUDY CASE: DARCY RIBEIRO CAMPUS, UNIVERSITY OF BRASÍLIA, BRAZIL.

Raiane Machado, Vitoria Rodrigues, Hikari Kobayashi Carvalho, Diego Alves, Tati Almeida, Rejane Cicerelli

1209: MULTI-SCALE TIME SERIES ANALYSIS OF EVAPOTRANSPIRATION FOR HIGH-THROUGHPUT PHENOTYPING FREQUENCY OPTIMIZATION

Pedro Maragno do Almo, Andrew Josengler, Rejane Ennes Cicerelli, Raiane Francy Costa Machado, Tati de Almeida

1094: ANALYSIS OF POSSIBLE AREAS FOR RAIN GARDENS IMPLEMENTATION IN PLANO PILOTO, BRASÍLIA - DF

Soumyashree Kar, Ryokei Tanaka, Hiroyoshi Iwata, Jana Kholova, Surya S. Durbha, J. Adinarayana, Vincent Vadez

1338: LARGE MINERAL ACTIVITY: A SOCIAL, ECONOMIC AND ENVIRONMENTAL APPROACH THROUGH GEOTECHNOLOGIES

Vinicius Orengo, João Vitor Duarte, Gabriella Segedi, Rejane Cicerelli

1212: METHODOLOGY FOR ESTIMATING LANDSLIDES SUSCEPTIBILITY USING ARTIFICIAL NEURAL NETWORKS

Daniela Carvalho, Cristiane Barreto, Jeremie Garnier

1095: BIOPHYSICAL INDICATORS BASED ON SATELLITE IMAGERY IN WESTERN BAHIA, BRAZIL

Evelin Nathaly Muñoz Oscar David Sánchez Llorente, Francisco Luis Hernández Torres

1344: GEOGRAPHIC OBJECT-BASED IMAGE ANALYSIS APPLIES TO THE CHARACTERIZATION OF RESTINGA AREAS. CASE STUDY: PERÓ BEACH REGION, CABO FRIO (RJ).

Janice Leivas, Celina Takemura, Edlene Garçon, Antônio Heriberto Teixeira

1216: NATURAL VULNERABILITY TO SOIL EROSION OF CLARO RIVER HYDROGRAPHIC BASIN (GO) - ARAGUAIA RIVER SUB-BASIN, BRAZIL

Penélope Ribeirinha, Sônia Silva, José Sapienza

1105: ANALYSIS OF CHANGES IN LAND USE IN FIVE DECADES IN SANTA FÉ STREAM MICROBASIN, LOCATED IN THE CITY OF SÃO PAULO, AND IMPACTS ON WATER

Ana Elisa Oliveira, Pamela Assis, Maximiliano Bayer

1347: SATELLITE REMOTE SENSING FOR TASKS OF GERMAN SURVEYING AUTHORITIES

Ana Luisa Melo Antunes de Avila, Edson Luís Piroli, Leda Veiga Calderon de Almeida

1217: NET PRIMARY PRODUCTIVITY AND DRY MATTER IN SOYBEAN CULTIVATION UTILIZING DATAS OF NDVI MULTI-SENSORS

Mirjana Voelsen

1114: SELECTING SENTINEL-2A SWIR-BASED SPECTRAL INDICES TO DETECT NEMATODE-INFECTED COFFEE PLANTATION

Grazieli Rodigheri, Denise Cybis Fontana, Laura Pigatto Schaparini, Genei Antonio Dalmago, Juliano Schirmbeck

1349: IONOSPHERIC DYNAMICS OF TWO GEOMAGNETIC STORMS AT SOUTH AMERICA SECTOR

Aline Marra, Maria de Lourdes Galo, George Martins 1221: DEPTH RETRIEVAL FROM A RESERVOIR USING A CONDITIONAL-BASED MODEL

JOSE AUGUSTO VIEIRA, Emilia Correia, Claudio Machado Paulo, Lady Ângulo, Eduardo Macho

1121: MINERAL HYPERSPECTRAL MAPPING USING MACHINE LEARNING TECHNIQUES

Melina Brunelli Nunes, Aluir Porfírio Dal Poz, Enner Alcântara, Marcelo Curtarelli

1350: DIGITAL IDENTIFICATION OF MICROPLASTIC SPECTRAL SIGNATURES IN MARINE ENVIRONMENTS USING SIMULATED HYPERSPECTRAL REMOTE SENSING PRODUCTS

Filipe Beretta, Rodrigo Peroni, Silvia Rolim, Áttila Rodrigues, María Iglesias

1230: Analysis of VHR Image Classification by Single and Ensemble of Classifiers

Douglas Galimberti Barbosa, José Antônio Duarte Da Silva, Mariana Mizutani Ribeiro, Cristiano Lima Hackmann

1127: CONNECTIVITY EVALUATION BETWEEN FRAGMENTED LANDSCAPES IN THE BRAZILIAN LEGAL AMAZONIA USING REMOTE SENSING

Marielcio Gonçalves Lacerda, Alvaro José Damião, Élcio Hideiti Shiguemori, Camila Souza dos Anjos Lacerda, Mateus Habermann

1351: USE OF AWEI AND MNDWI INDEXES TO DETECT WATER BODIES. THE CASE STUDY: LA PICASA LAKE (PROVINCE OF SANTA FE)

Reginaldo Carvalho dos Santos, Mendelson Lima, Carlos Antonio da Silva Junior, Leandro Dênis Battirola, Paulo Eduardo Teodoro, José Francisco de Oliveira-Júnior, Fernando Saragosa Rossi, et al.

1233: QUALITY CONTROL RELEVANCE ON ACQUISITION OF LARGE SCALE GEOSPATIAL DATA TO URBAN TERRITORIAL MANAGEMENT

Yamila Berdun

1135: ANALYSES OF POÇÕES AND CAMALAÚ WEIRS AFTER SÃO FRANCISCO’S RIVER TRANSPOSITION USING MORPHOLOGICAL PROCESS ON SENTINEL 2 ORBITAL IMAGES

Antonio Filho, Philipe Borba, Vitor Silva, Ana Luiza, Aluir Dal Poz

1358: COMBINING POINT-CLOUD AND OBJECT BASED IMAGE ANALYSIS (OBIA) FOR IDENTIFICATION OF CHILEAN PALM TREE (Jubaea chilensis (Molina)Baill.)

Thamires Gil Godoy, Erivaldo Antonio da Silva, Fernando Pontes Baixo, Daniel Padovani Ederli

1234: ASSESSMENT OF PCA AND MNF INFLUENCE IN THE VHR SATELLITE IMAGE CLASSIFICATIONS

Liliana Guzmán Aguayo, Franco Magni Pérez, Jaime Hernández Palma

1145: COMPARISON BETWEEN AIRBORNE LIDAR DATA AND DIGITAL IMAGE MATCHING FOR SURFACE RECONSTRUCTION

Pâmela Molina, Maiara Castro, Camila Souza dos Anjos Lacerda

1359: HYPERSPECTRAL IMAGE CLASSIFICATION USING RANDOM FOREST AND DEEP LEARNING ALGORITHMS

André Carrilho, Renato Santos, Guilherme Pessoa, Mauricio Galo

1242: IMPLEMENTATION OF TECHNOLOGIES IN THE PUBLIC SERVICE: GEOMATICS IN THE CLOUD FOR MONITORING WETLANDS IN PROTECTED AREAS

João Vitor Rissatti, Pâmela Carvalho Molina, Camila Souza dos Anjos

1154: EFFECTS ON STREAMFLOW CAUSED BY REFORESTATION AND DEFORESTATION IN A BRAZILIAN SOUTHEAST BASIN: EVALUATION BY MULTICRITERIA ANALYSIS AND SWAT MODEL

Ignacio Díaz-Hormazábal, Diego Valencia, Jorge Valenzuela

1361: DEEP CONVOLUTIONAL NEURAL NETWORKS FOR WEED DETECTION IN AGRICULTURAL CROPS USING OPTICAL AERIAL IMAGES

Rafaela Gracelli, Vitor dos Santos, Maria Lúcia Calijuri 1249: EVALUATION OF THE CARBON CAPTURE POTENTIAL IN THE UNA RIVER WATERSHED, IBIÚNA, SÃO PAULO

William Ramirez

1155: VALIDATION OF RAINFALL DATA ESTIMATED BY TRMM, FOR THE MICRO-REGION OF OURINHOS – SAO PAULO

Cynthia de Souza Costa, Hetiany Ferreira da Costa, Rita de Cássia Ferreira da Silva, Roberto Wagner Lourenço

1363: REMOTE SENSING IMAGE TIME SERIES METRICS FOR DISTINCTION BETWEEN PASTURE AND CROPLANDS USING THE RANDOM FOREST CLASSIFIER

LEDA ALMEIDA, Daniela Fuzzo, Ana Ávila 1260: COHERENCE BETWEEN GROUND AND ORBITAL ENERGY BALANCE DATA, IN EL NIÑO AND LA NIÑA EVENTS IN RIO GRANDE DO SUL

Marcos Rodrigues, Thales Körting, Leila Fonseca

1162: IDENTIFICATION OF TILLAGE FOR SOY CROP BY SPECTRUM-TEMPORARY VARIABLES, GEOBIA AND DECISION TREE

Felipe Crespo, Denise Fontana, Juliano Schirmbeck 1364: ANALYSIS OF ALTIMETRIC CONFORMITY OF DIGITAL ELEVATION MODELS (DEMs) SRTM 1ARCSEC AND ALOS AW3D30 IN THE CERRADO BIOME, BRAZIL

Fernando Saragosa Rossi, Carlos Antonio da Silva Junior, José Francisco de Oliveira-Júnior, Paulo Eduardo Teodoro, Luciano Shozo Shiratsuchi

1262: A DEFINITION OF VISUAL INTERPRETATION CRITERIAS TO MAPPING LAND-USE AND LAND-COVER IN THE BRAZILIAN BIOMES

Giovana Maranhão Bettiol, Manuel Eduardo Ferreira

1170: DETECTING CENTER PIVOTS IN MATOPIBA USING HOUGH TRANSFORM AND WEB TIME SERIES SERVICE

Elaine Silva, Sérgio Henrique Nogueira, Ana Paula Matos, Leandro Leal Parente, Laerte Guimarães Ferreira, Lana Mara Teixeira, Lythielle Silva

1365: USE OF DRONES IN LONG TERM ECOLOGICAL RESEARCH PROGRAM (PELD) FOR EVALUATION OF PERMANENT PRESERVATION AREAS IN THE CERRADO BIOME

Marcos Rodrigues, Thales Körting, Gilberto Queiroz, Camila Sales, Leoni Silva

1268: GEOTECHNOLOGY APPLIED TO THE MORPHOLOGICAL ANALYSIS OF ARACATIMIRIM RIVER ESTUARY (TORRÕES - CE)

Joelson de Souza Passsos, Manuel Eduardo Ferreira, Andrelisa Santos de Jesus, Leomar Rufino Alves Júnior

1178: GOOGLE EARTH ENGINE: APPLICATION OF ALGORITHMS FOR REMOTE SENSING OF CROPS IN TUSCANY (ITALY)

Arthur Amaral e Silva, Iara Magalhães, Júlio Cesar Oliveira, Tatiana Falcão-Quintela, Laldiane Pinheiro, Lidriana Prinheiro, Jáder Onofre de Morais

Juan Pablo Clemente, Giacomo Fontanelli, Gustavo Gabriel Ovando, Yenni Lorena Belén Roa, Alessandro Lapini, Emanuele Santi

1275: UNSUPERVISED METHODOLOGY TO IN-SEASON MAPPING OF SUMMER CROPS IN URUGUAY WITH MODIS EVI‘S TEMPORAL SERIES AND MACHINE LEARNING.

Adrián Cal, Guadalupe Tiscornia

An introduction to the use of satellite products for Ocean Color Remote Sensing (Ximena Aguilar – Vega) Monday 23rd 18:30-20:30 hrs

Scope: The basics of Optical Oceanography required to understand the principles of the study of the Ocean from optical remote sensing will be provided. On the other hand, the platforms and tools for the acquisition, processing and basic analysis of satellite products will be shown, as well as the application of each of them. The acquisition, processing and basic analysis of optical satellite products will be carried out through open access platforms and softwares such as Copernicus Hub and NASA Ocean Color Web, as well as SNAP and SeaDAS respectively. Finally, through a case study the participants will put into practice all the concepts and tools seen during the workshop.

Learning Objectives: 1. Understand the basics of Optical Oceanography; 2. Recognize the active missions and characteristics of the sensors for Ocean Color; 3. Identify the application of the satellite products; 4. Know the open and active platforms for the acquisition of the products; 5. Learn the basics of SNAP and SeaDAS for satellite products; 6. Recognize the potential of the use of satellite products for the study of the ocean.

Analysis of Agricultural Areas (Small Crop Fields) with Sentinel -2 Dense Time Series (Yady Tatiana Solano-Correa) Wednesday 25th, 18:30-20:30 hrs

Scope: Satellite Image Time Series (SITS), like those by Sentinel-2 (S2) satellites, provides a large amount of information relevant in precision agriculture, especially while considering small crop fields. In the past, information about agricultural practices have been collected over large regions and irregular time spans, and focused on mixed/aggregated crops due to the poor trade-off between spatial and temporal resolutions. In conclusion, no existing automatic method: i) effectively works at small fields level; and ii) deals with data irregularly sampled in time. This tutorial aims at presenting a methodology suitable for the analysis of small crop fields in S2 dense SITS that accounts for S2 characteristics in an automatic manner.

Learning Objectives: 1. To learn about Sentinel-2 sensor and its potential in precision agriculture; 2. To understand how to build and extract relevant features from S2 dense SITS over any area in the World. 3. To generate relevant products for precision agriculture. 4. To learn how to deal with big quantities of data.

Radar Satellite Images Applications, by means of open access tools and digital platform (Carlos Cardenas) Tuesday 24th 18:30-20:30 hrs

Scope: The following tutorial describes to the participant, basic theoretical foundations to understand the processing of radar satellite images, aimed at generating a digital interferometric terrain model, using the open source SNAP software from ESA (Europe Space Agency), as well as determining the speed of surface displacement of the glacier flux, through Offset Tracking processing. For this, two case studies will be presented, which will be explained step by step in a practical way, until you get your results.

Learning Objectives: 1. Basic fundaments of radar satellite images. 2. Know in general the open source SNAP software and digital platforms to images download. 3. Principles of interferometry. 4. Generation of a digital terrain model. 5. Offset Tracking Processing. 6. conclude in reference to the products obtained.

Argo Monitoring Technologies (Bruno Goncalvez Pereire) Monday 23rd 18:30-22:30 hrs Scope: The ARGO is major program of observational oceanography in operational and ARGO float array are the most effective technologies to acquire real-time, long-term ocean data at both basin and global scales. This workshop is an initiative to organize the bases for the development of the ARGO program in Latin America, starting with the creation of a regional Centre for receiving and processing data from the ARGO and BGC-ARGO program.

Learning Objectives: 1. Provide participants with a review of what the Argo and BGC-Argo program is and their scientific applications. 2. Know ARGO data quality control methods. 3. Discuss the procedures for composing the ARGO program and strategies for expanding the numbers of floats in the South Atlantic and Pacific Ocean.

Optimising parameter for structure from motion capture of natural resource information (Luke Wallace) Wednesday 25th, 18:30-22:30 hrs

Scope: The workshop aims to inform users of the many pitfalls of using point clouds derived from Structure from Motion processes, and looks to highlight techniques that can mitigate these issues. Participants will firstly be given a theoretical overview of data capture and data processing best practice, including variation of flight parameters including capture spacing, capture orientation and capture duplication, in order to produce the best results for the application. The workshop will then involve a small data capture campaign, including flight planning, and particpants will then be involved in processing data from the capture using Metashape and Cloudcompare to produce metrics.

Learning Objectives: 1. To obtain a basic knowledge of how flight parameters (flying height and speed, capture overlap and orientation) can improve data capture outcomes. 2.To obtain knowledge of the workflows invloved in processing Structure from Motion data to improve repeatability and comprehensiveness of resultant point cloud data. 3. To explore basic processing techniques for producing quantitative metrics related to forest resource metrics from these point clouds

Mapping forest disturbance through seasonal and non-seasonal algorithms, and the new "ForestToolboxRS" package (Yonatan Tarazona C.) Tuesday 24th 18:30-20:30 hrs

Scope: It is well known that forests play an important role not only because of the diversity of species, but also because of the carbon sequestration of the atmosphere. In recent decades, the loss of forests, especially tropical forests, has increased mainly due to the spread of agriculture, fires, gold mining, among other activities. Therefore, monitoring methodologies are needed for rapid and effective monitoring, so that decision-makers can apply public and/or private policies to reverse this situation. This tutorial is framed in showing conventional approaches to detecting change, but also the latest non-seasonal approaches to monitoring forest disturbance. Student, researcher or general audience may have a notion of the latest advances in forest mapping methodologies.

Learning Objectives: This tutorial aims to: 1. Introduce the main seasonal approaches to map forest disturbance, 2. Introduce the non-seasonal approach to map forest disturbance, and 3. Apply the algorithms directly from R.

Marine Satellite data by SatCO2 software (Bruno Goncalvez Pereire) Tuesday 24th 20:30-22:30 hrs

Scope: SatCO2 is a marine satellite data online analysis platform it is that can simultaneously fulfil visualization and project scientific calculations of multiple-sources marine satellite data, in situ data, and modelling products on a three-dimensional virtual Earth. This software is developed by the State Key Laboratory of Satellite Ocean Environment Dynamics (SOED) of Second Institute of Oceanography, State Oceaninc Administration (SOA), China and the Zheijang Provincial Key Laboratory of Geographic Information System (ZJU). This tutorial proposal is opportunity for beginner remote sensing users develops analyses skills on imagery ocean from space.

Learning Objectives: The training tutorial aims to facilitate and promote interaction and cooperation between scientists aiming at integrating satellite remote sensing data and biogeochemical studies for a better understanding of the ocean carbon system. Explore the core functions of the SatCO2 platform for remote sensing data visualization and product design from a variety of space programs. Perform online analysis of long time series satellite data; user-defined algorithms and interactive analysis across multiple data sources (satellite, in situ simulation and model) and ability to integrate application-specific modules: marine carbon budgter estimation and HAB detection.

Using remote sensing data into marine monitoring activities/programs (Eduardo Santa María) Wednesday 25th, 18:30-22:30 hrs

Scope: The principal goal is weighing the remote sensing data in marine monitoring activities o programs. With almost 40 years in SST and 20 in Chlasat, these data could be used to building in the future a long time series to detected long-term changes in marine and coastal ecosystems to distinguish natural variability from anthropogenic perturbations. To do that we need know the base on these kinds of estimations considering the time and space variability. We need understand the basic principles of remote sensing oceanography to understand these geophysical values.

Learning Objectives: The principal goal of this workshop is the participant could understand and weighing the use of the remote sensing observation to be use in marine/costal monitoring activities. In the same way establish the validation protocols and supervised classification using in situ data. The specific objectives are: 1. Extract geophysical values from radiometric satellite imagery. 2. Develop the longest possible time series un some station. 3. Weigh the use of multisensor composites in daily weekly, monthly yearly composites in cloudy place.

Earth Observation in support to the UN Sustainable Developments Goals (Mario Hernández) Tuesday 24th 18:30-22:30 hrs

Scope: One of the major challenges for the implementation of the UN SDGs is the availability of accurate data. Remote Sensing (and Photogrammetry) can significantly assist either directly to selected SDGs or even indirectly to other relevant SDGs. The proposed workshop will illustrate current examples at country level as well as the work of international organizations (e.g. GEO, etc.). The principles of the UN advisory group “Data Revolution for Sustainable Development (IEAG)” will be highlighted showing how Remote Sensing data fulfils per se the main data requirements. From experts assisting LAGIRS, a set of invited presentations will be established. Overall discussions will be encouraged.

Learning Objectives: 1. Learn about applications of Remote Sensing and how the use of Big Data is enabling the creation of specific ready-to-use data sets that are relevant for the implementation of the SDGs. 2. To learn about the need to combine RS data with socio-economic data and the difficulties to find such socio-economic data that is immediately easy to combine with other sources of data. 3. To learn how certain applications of RS are assisting to improve socio-economic data (e.g. the work of DLR and Google to improve the world urban growth monitoring). 4. To learn about the state of the art with respect of EO and the UN SDGs.

Long-term snow modelling validation through a remote sensing approaches using Google Earth Engine (Francisco Aguirre). Tuesday 24th 20:30-22:30 hrs

Scope: This tutorial presents a novel and applicate methodology that integrates the most useful algorithms to represent the snow cover properties and its long-term variability with the aim to perform and validate energy and mass balance snow-modelling using a remote sensing, machine learning, and climatic approach taking advance of Google Engine platform.

Learning Objectives: To show our methodology for snow cover reconstruction and its validation through a remote sensing approach. Specifically: 1. To discuss the different snow cover reconstruction methodology and remote sensing products. 2. To show the application of the Google Engine platform. 3. To discuss the validation of snow modelling using a remote sensing approach.

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