ALOS PALSAR data assimilation into INPE s Brazilian Amazon Deforestation Monitoring Program (PRODES and DETER) Phase 1 Report
|
|
- Poppy Harmon
- 7 years ago
- Views:
Transcription
1 ALOS PALSAR data assimilation into INPE s Brazilian Amazon Deforestation Monitoring Program (PRODES and DETER) Phase 1 Report Silvana Amaral Dalton M. Valeriano Arango Sánchez Gildardo Arley Ferreira de Souza Arimatéa de Carvalho Ximenes K&C Meeting # 11 - Tsukuba Jan/2009
2 PRODES Assessment of yearly deforestation rate in Brazilian Amazon ( 4 Mi sq km) Taxa de Desmatamento Anual na Amazônia Legal Km2/ ano (a) (b) (b) c Ano Consolidado Estimativa
3 Near-real time deforestation and intensive degradation assesment Support for law enforcement action Public awareness of deforestation issue
4 PALSAR data are essential to monitor areas with constant cloud cover as in the northern part of the Brazilian Amazon Region. INPE - K&C database (Sept.2008) raw data Product Radiometric Resolution Spatial Resolution (m) # Images Off-nadir Processing Level Img/year FBS FBD 37.5x WB1 16 Bits WB2 18x Slant- Range Total 410
5 ALOS PALSAR data assimilation in INPE s Brazilian Amazon Deforestation Monitoring Program (PRODES and DETER) Jacareacanga Tapajós River BR-163 Road Marcelândia - MT Manissauá-Miçu River AM Novo Progresso MT PA
6 Novo Progresso ALOS PALSAR ScanSAR 2007/JUL Strip format -AUIG (~100 m) HH Inpe s Deforestation Project PRODES 2007 Novo Progresso Deforestation 2007 Deforested before 2007
7 ScanSAR 2007/JUL Novo Progresso Deforestation 2007 Deforested before 2007
8 ScanSAR 2007/JUL Novo Progresso Deforestation 2007 Deforested before Deforested areas older than one year (PRODES) presented dark patterns at L-band SAR. - Less than one year deforestation (PRODES) are detected at L-band SAR as lighter areas.
9 ScanSAR 2008/JAN Inpe s Deforestation Project DETER 2007 Aug-Dec Deforestation 2007 Deforested before 2007 Strip format -AUIG (~100 m) HH
10 ScanSAR 2008/JAN Inpe s Deforestation Project DETER 2007 Aug-Dec Deforestation 2007 Deforested before 2007 Strip format -AUIG (~100 m) HH Very recent deforestation mapped by Deter Program is discernible at L-band SAR as lighter polygons.
11 Jan Jul Forest degradation Marcelância (MT) Alos PALSAR (12.5 m) HH - FBS HH, HV - FBD HH - FBS TM/Landsat 226/68 ( ) Continued Degradation Ago Continued Degradation Recent Degradation Jan Continued Degradation Continued Degradation
12 Forest Degradation Field Work /Feb
13 Forest Degradation Field Work /Feb Besides the clear cut pattern, forest degradation is also detected with PALSAR data. (Fine resolution)
14 PALSAR data are essential to monitor areas with constant cloud cover as in the northern part of the Brazilian Amazon Region. INPE - K&C database (Sept.2008) raw data Product Radiometric Resolution Spatial Resolution (m) # Images Off-nadir Processing Level Img/year FBS FBD 37.5x WB1 16 Bits WB2 18x Slant- Range Total 410
15 Synergistic application of ALOS/PALSAR in support to PRODES and DETER projects - Phase 1 Work Tasks Evaluate the accuracy of ALOS/PALSAR to detect deforestation in the Brazilian Amazônia Apply ALOS/PALSAR data to complete the deforestation assessment on cloud covered area
16 WT1- ALOS/PALSAR to detect deforestation in the Brazilian Amazônia Operational procedure for ALOS/PALSAR images depends on image geometry FBD image number 77 ascendant orbit WB1 - ScanSar image number 406 descendent orbit Mode Orbit Angle Polarization Resolution Resolution Product Band Swath FDB Ascendente 34.3 HH/HV 16 bits 50 m WB1 Descendente 27.1 HH 16 bits 100 m Slant Range (SLT) Slant Range (SLT) 75 km 350 km
17 WT1- ALOS/PALSAR to detect deforestation in the Brazilian Amazônia Operational procedure for ALOS/PALSAR images depends on image geometry Image Processing (16 bits) Minimum Maximum Media Standard Deviation Level 1.0 image , ,76 After geocoding 39, , , ,59 ScanSar Mode original 1.0 level image After radiometric calibration and geocoding
18 WT1- ALOS/PALSAR to detect deforestation in the Brazilian Amazônia Operational procedure for ALOS/PALSAR images depends on image geometry ALOS/PALSAR ScanSar (08/30/2008) geocoded and orthorectified Amplitude image (16bits) Sigma zero image Sigma zero 8 bits
19 WT1- ALOS/PALSAR to detect deforestation in the Brazilian Amazônia Operational procedure for ALOS/PALSAR images depends on image geometry ALOS/PALSAR ScanSar (08/30/2008) geocoded and orthorectified Image format Minimum Maximum Media Amplitude image after geocoding (16 bits) Standard Deviation 875, , , ,95 Sigma Zero (16 bits) -51,16 18,5-1,48 3,27 Sigma Zero (8 bits) ,47 8,58 Amplitude image (16bits) Sigma zero image Sigma zero 8 bits
20 WT1- ALOS/PALSAR to detect deforestation in the Brazilian Amazônia Operational procedure for ALOS/PALSAR images depends on image geometry ALOS/PALSAR ScanSar (08/30/2008) geocoded and orthorectified ScanSar Mode FDB Mode ScanSar Mode FDB Mode
21 WT1- ALOS/PALSAR to detect deforestation in the Brazilian Amazônia Operational procedure for ALOS/PALSAR images depends on image geometry ALOS/PALSAR Fine Beam Double Mode image (08/01/2007) compared to NASA/Geocover RGB images
22 Synergistic application of ALOS/PALSAR in support to PRODES and DETER projects - work from Phase 1 WT1- ALOS/PALSAR to detect deforestation in the Brazilian Amazônia K&C images to detect deforestation in Brazilian Amazônia to qualify deforestation results from DETER projects results. Itaituba Route 1: 416 km Considering fieldwork sample Route 1 Novo Progresso Novo Progresso Route 2 Altamira Route 2: 342 km
23 September 2008 INPE/IBAMA Itaituba Novo Progresso Altamira
24 WT1- ALOS/PALSAR to detect deforestation in the Brazilian Amazônia Web Portal to select ALOS PALSAR K&C images, verifying scenes coverage Arley Ferreira de Souza
25 WT1- ALOS/PALSAR to detect deforestation in the Brazilian Amazônia ALOS PALSAR K&C images, WB1 August,2008 and Deforestation Polygons Deter (May-Aug/2008)
26 Synergistic application of ALOS/PALSAR in support to PRODES and DETER projects - work from Phase 1 WT1- ALOS/PALSAR to detect deforestation in the Brazilian Amazônia ALOS-PALSAR image assessment for DETER clear-cut polygons verified during the fieldwork Average Area of DETER clear-cut polygons verified during the fieldwork Deter Clear-cut ALOS detection % May June July August Total DETER polygons average area (km 2 ) Month Detected Not detected May June July August Average
27 Synergistic application of ALOS/PALSAR in support to PRODES and DETER projects - work from Phase 1 WT1- ALOS/PALSAR to detect deforestation in the Brazilian Amazônia Considering DETER- September Alos Palsar WB1 image ( ) coverage and DETER Alert Polygons for September 2008 (red vectors). DETER cloud cover September 2008
28 Synergistic application of ALOS/PALSAR in support to PRODES and DETER projects - work from Phase 1 ALOS ( ) DETER Polygons (Sept-2008) % Area (km 2 ) Detected Undetected Total Publications Imagens ALOS-PALSAR K&C no Monitoramento do Desmatamento da Amazônia por Satélite. In XIV Simpósio Brasileiro de Sensoriamento Remoto, Natal-BR (Accepted)
29 WT1- ALOS/PALSAR to detect deforestation in the Brazilian Amazônia WT2 - Apply ALOS/PALSAR data to complete the deforestation assessment on cloud covered area (incomplete) To incorporate ALOS PALSAR K&C images in the operational deforestation monitoring: Radiometric and geometric corrections; Image classification segmentation /automatic procedure to detect deforestation polygons; Methodological procedure to detect deforestation at ALOS PALSAR PRODES and DETER deforestation data to calibrate results from ALOS imagery. OBS: Areas with flat relief (as north of Mato Grosso figure) are especially suitable to radar image monitoring.
30 Thank you! INPE sincerely thanks JAXA for the very inportant support for relevant SAR application program
SARscape 4.3 Supported Sensors/Products (March 2011) - Spaceborne Sensors -
SARscape 4.3 Supported Sensors/Products (March 2011) - Spaceborne Sensors - ALOS PALSAR (provided by JAXA) In case of RAW (level 1.0) data, import is carried out within the Focusing Module. PALSAR RAW
More informationMonitoring the forest using the ALOS. M. Shimada JAXA/EORC. Feb. 5 2009
Monitoring the forest using the ALOS M. Shimada JAXA/EORC Feb. 5 2009 The Advanced Land Observation Satellite - ALOS PALSAR L-band (23.6 cm) Synthetic Aperture Radar Polarimetry Dual Polarization SCANSAR
More informationINPE s Brazilian Amazon Deforestation and Forest Degradation Program. Dalton M. Valeriano (dalton@dsr.inpe.br) Program Manager
INPE s Brazilian Amazon Deforestation and Forest Degradation Program Dalton M. Valeriano (dalton@dsr.inpe.br) Program Manager Summary PRODES Yearly deforestation inventory DETER - Daily detection of deforestation
More informationTerraSAR-X Applications Guide
TerraSAR-X Applications Guide Extract: Maritime Monitoring: Oil Spill Detection April 2015 Airbus Defence and Space Geo-Intelligence Programme Line Maritime Monitoring: Oil Spill Detection Issue As the
More informationComparison of ALOS-PALSAR and TerraSAR-X Data in terms of Detecting Settlements First Results
ALOS 2008 Symposium, 3-7 November Rhodes, Greece Comparison of ALOS-PALSAR and TerraSAR-X Data in terms of Detecting Settlements First Results Thomas Esch*, Achim Roth*, Michael Thiel, Michael Schmidt*,
More informationA Hybrid Architecture for Mobile Geographical Data Acquisition and Validation Systems
A Hybrid Architecture for Mobile Geographical Data Acquisition and Validation Systems Claudio Henrique Bogossian 1, Karine Reis Ferreira 1, Antônio Miguel Vieira Monteiro 1, Lúbia Vinhas 1 1 DPI Instituto
More informationTerraSAR-X Image Product Guide. Basic and Enhanced Radar Satellite Imagery. Airbus Defence and Space Geo-Intelligence Programme Line
TerraSAR-X Image Product Guide Geo-Intelligence Programme Line 1 Introduction TerraSAR-X and TanDEM-X are commercial German Synthetic Aperture Radar (SAR) Earth observation satellites, which were launched
More informationMonitoring a Changing Environment with Synthetic Aperture Radar. Alaska Satellite Facility National Park Service Don Atwood
Monitoring a Changing Environment with Synthetic Aperture Radar Don Atwood Alaska Satellite Facility 1 Entering the SAR Age 2 SAR Satellites RADARSAT-1 Launched 1995 by CSA 5.6 cm (C-Band) HH Polarization
More informationTerraAmazon - The Amazon Deforestation Monitoring System - Karine Reis Ferreira
TerraAmazon - The Amazon Deforestation Monitoring System - Karine Reis Ferreira GEOSS Users & Architecture Workshop XXIV: Water Security & Governance - Accra Ghana / October 2008 INPE National Institute
More informationREDD+ for the Guiana Shield
REDD+ for the Guiana Shield Technical and Regional Platform for the Development of REDD+ in the Guiana Shield Project Owner: Office National des Forêts (ONF) Partners: ONFI / GFC and OCC (Guyana) / IEF-AP
More informationREPORT: MAPPING AND MONITORING OF THE SOY MORATORIUM.
REPORT: MAPPING AND MONITORING OF THE SOY MORATORIUM. MARCH, 2008. SUMMARY To carry out the Soy Moratorium Mapping and Monitoring in the Amazon Biome, ABIOVE - Brazilian Vegetable Oilseed Industries Association,
More informationSummary. Deforestation report for the Brazilian Amazon (February 2015) SAD
Summary In February 2015, more than half (59%) of the forest area of the Brazilian Amazon was covered by clouds, a coverage lower than in February 2014 (69%). The States with the highest cloud cover were
More informationINPE Spatial Data Infrastructure for Big Spatiotemporal Data Sets. Karine Reis Ferreira (INPE-Brazil)
INPE Spatial Data Infrastructure for Big Spatiotemporal Data Sets Karine Reis Ferreira (INPE-Brazil) INPE (Brazil) and Big Data I work at INPE (Brazilian National Institute for Space Research). Main gate
More informationVCS REDD Methodology Module. Methods for monitoring forest cover changes in REDD project activities
1 VCS REDD Methodology Module Methods for monitoring forest cover changes in REDD project activities Version 1.0 May 2009 I. SCOPE, APPLICABILITY, DATA REQUIREMENT AND OUTPUT PARAMETERS Scope This module
More informationLet s SAR: Mapping and monitoring of land cover change with ALOS/ALOS-2 L-band data
Let s SAR: Mapping and monitoring of land cover change with ALOS/ALOS-2 L-band data Rajesh Bahadur THAPA, Masanobu SHIMADA, Takeshi MOTOHKA, Manabu WATANABE and Shinichi rajesh.thapa@jaxa.jp; thaparb@gmail.com
More informationInformation Contents of High Resolution Satellite Images
Information Contents of High Resolution Satellite Images H. Topan, G. Büyüksalih Zonguldak Karelmas University K. Jacobsen University of Hannover, Germany Keywords: satellite images, mapping, resolution,
More informationTerraSAR-X capabilities and constrains for acquisitions over the polar regions. Dana Floricioiu
TerraSAR-X capabilities and constrains for acquisitions over the polar regions Dana Floricioiu STG IPY SAR Workshop Montreal 5/6 March 2008 TerraSAR-X Features Multi-Mode Imaging StripMap (High-Resolution)
More informationPrice List. January 1 st, 2016. 1 of 40. PRICE LIST January 1 st, 2016 SLS-COM-16-001
Price List January 1 st, 2016 1 of 40 INDEX INDEX... 2 COSMO-SKYMED... 4 IKONOS... 10 QUICKBIRD... 10 GEOEYE-1... 10 WORLDVIEW-1/2/3... 10 RADARSAT-1... 20 RADARSAT-2... 20 ASTER... 26 IRS P6... 28 IRS
More informationNational Institute for Space Research (INPE) Earth Science System Center (CCST)
National Institute for Space Research (INPE) Earth Science System Center (CCST) Lincoln Muniz Alves lincoln.alves@inpe.br Acknowledgment: Ana Paula Aguiar, Milton Kampel, Simone Costa, Nelson Ferreira,
More informationHIGH RESOLUTION REMOTE SENSING AND GIS FOR URBAN ANALYSIS: CASE STUDY BURITIS DISTRICT, BELO HORIZONTE, MINAS GERAIS
HIGH RESOLUTION REMOTE SENSING AND GIS FOR URBAN ANALYSIS: CASE STUDY BURITIS DISTRICT, BELO HORIZONTE, MINAS GERAIS Hermann Johann Heinrich Kux Senior Researcher III INPE, Remote Sensing Division DAAD
More informationSentinel-1 Mission Overview
Sentinel-1 Mission Overview Pierre Potin Sentinel-1 Mission Manager, ESA Advanced Course on Radar Polarimetry ESRIN, Frascati, 19 January 2011 Global Monitoring for Environment and Security GMES is established
More informationCBERS Program Update Jacie 2011. Frederico dos Santos Liporace AMS Kepler liporace@amskepler.com
CBERS Program Update Jacie 2011 Frederico dos Santos Liporace AMS Kepler liporace@amskepler.com Overview CBERS 3 and 4 characteristics Differences from previous CBERS satellites (CBERS 1/2/2B) Geometric
More information16 th IOCCG Committee annual meeting. Plymouth, UK 15 17 February 2011. mission: Present status and near future
16 th IOCCG Committee annual meeting Plymouth, UK 15 17 February 2011 The Meteor 3M Mt satellite mission: Present status and near future plans MISSION AIMS Satellites of the series METEOR M M are purposed
More informationCluster Applied Remote Sensing TerraSAR-X Ground Segment Basic Product Specification Document. Ground Segment. Basic Product Specif ication Document
Page: 1 of 108 Ground Segment Basic Product Specif ication Document CAF - Cluster Applied Remote Sensing editors: 30.3.2009 T. Fritz, M. Eineder Date SAR ~rbduct Verification Responsible & TMSP Team reviewed:
More information2.3 Spatial Resolution, Pixel Size, and Scale
Section 2.3 Spatial Resolution, Pixel Size, and Scale Page 39 2.3 Spatial Resolution, Pixel Size, and Scale For some remote sensing instruments, the distance between the target being imaged and the platform,
More informationRapid Assessment of Annual Deforestation in the Brazilian Amazon Using MODIS Data
Earth Interactions Volume 9 (2005) Paper No. 8 Page 1 Copyright 2005, Paper 09-008; 8,957 words, 5 Figures, 0 Animations, 7 Tables. http://earthinteractions.org Rapid Assessment of Annual Deforestation
More informationHow To Map Forest Change With A Gca
Resumo. ImgTools: a software for optical remotely sensed data analysis Carlos Moreira de Souza Junior. 1 João Victor Nascimento Siqueira 1 1 Instituto do Homem e Meio Ambiente da Amazônia - Imazon Rua
More informationMonitoring of Arctic Conditions from a Virtual Constellation of Synthetic Aperture Radar Satellites
DISTRIBUTION STATEMENT A. Approved for public release; distribution is unlimited. Monitoring of Arctic Conditions from a Virtual Constellation of Synthetic Aperture Radar Satellites Hans C. Graber RSMAS
More informationOverview. 1. Types of land dynamics 2. Methods for analyzing multi-temporal remote sensing data:
Vorlesung Allgemeine Fernerkundung, Prof. Dr. C. Schmullius Change detection and time series analysis Lecture by Martin Herold Wageningen University Geoinformatik & Fernerkundung, Friedrich-Schiller-Universität
More informationHyperspectral Satellite Imaging Planning a Mission
Hyperspectral Satellite Imaging Planning a Mission Victor Gardner University of Maryland 2007 AIAA Region 1 Mid-Atlantic Student Conference National Institute of Aerospace, Langley, VA Outline Objective
More informationMonitoring of Arctic Conditions from a Virtual Constellation of Synthetic Aperture Radar Satellites
DISTRIBUTION STATEMENT A. Approved for public release; distribution is unlimited. Monitoring of Arctic Conditions from a Virtual Constellation of Synthetic Aperture Radar Satellites Hans C. Graber RSMAS
More informationPreface. Ko Ko Lwin Division of Spatial Information Science University of Tsukuba 2008
1 Preface Remote Sensing data is one of the primary data sources in GIS analysis. The objective of this material is to provide fundamentals of Remote Sensing technology and its applications in Geographical
More informationAneeqa Syed [Hatfield Consultants] Vancouver GIS Users Group Meeting December 8, 2010
NEAR-REAL-TIME FLOOD MAPPING AND MONITORING SERVICE Aneeqa Syed [Hatfield Consultants] Vancouver GIS Users Group Meeting December 8, 2010 SLIDE 1 MRC Flood Service Project Partners and Client Hatfield
More informationAnalyzing temporal and spatial dynamics of deforestation in the Amazon: a case study in the Calha Norte region, State of Pará, Brazil
Anais XV Simpósio Brasileiro de Sensoriamento Remoto - SBSR, Curitiba, PR, Brasil, 30 de abril a 05 de maio de 2011, INPE p.2756 Analyzing temporal and spatial dynamics of deforestation in the Amazon:
More informationPI: Riccardo Lanari (IREA CNR) email:lanari.r@irea.cnr.it
On the exploitation and validation of COSMO-SkyMed interferometric SAR data for digital terrain modelling and surface deformation analysis in extensive urban areas (ID: 1441) Project partners: Istituto
More informationRadar interferometric techniques and data validation Terrafirma Essen, March 2011. Page 1
Radar interferometric techniques and data validation Terrafirma Essen, March 2011 Page 1 Agenda Introduction to InSAR technology Different radarinterferometric techniques Validation of InSAR technology
More informationВведение в спутниковую радиолокацию: Радиолокаторы с синтезированной апертурой (РСА) Introduction to satellite radars: Synthetic Aperture Radars (SAR)
Введение в спутниковую радиолокацию: Радиолокаторы с синтезированной апертурой (РСА) Introduction to satellite radars: Synthetic Aperture Radars (SAR) проф. Бертран Шапрон IFREMER / ЛСО РГГМУ Prof. Bertrand
More informationA land cover map for the Brazilian Legal Amazon using SPOT-4 VEGETATION data and machine learning algorithms
A land cover map for the Brazilian Legal Amazon using SPOT-4 VEGETATION data and machine learning algorithms João Manuel de Brito Carreiras 1 José Miguel Cardoso Pereira 1 Manuel Lameiras Campagnolo 2
More informationDEM products from TerraSAR-X & TanDEM-X. Nora Meyer zu Erpen // 25.01.2011
DEM products from TerraSAR- & TanDEM- Nora Meyer zu Erpen // 25.01.2011 GEO-Information Services within Astrium and EADS Airbus Eurocopter Cassidian Astrium Turnover 2009: 4.8 billion Staff 2009: 15,000*
More informationUK Global Forest Monitoring Network: Forest Carbon Tracking
UK Global Forest Monitoring Network: Forest Carbon Tracking Andy Shaw Director, Knowledge Exchange, NCEO Head of Strategic Business Development, ISIC GMES/GEO Forum, ISIC, 2011 What is happening to the
More informationA remote sensing instrument collects information about an object or phenomenon within the
Satellite Remote Sensing GE 4150- Natural Hazards Some slides taken from Ann Maclean: Introduction to Digital Image Processing Remote Sensing the art, science, and technology of obtaining reliable information
More informationSeptember 2008 E M A I L : I N F O @ C R E A S O. C O M H T T P : / / W W W. C R E A S O. C O M
Technical Description in a Nutshell September 2008 C R E A S O G M B H T A L H O F S T R A S S E 3 2 A D - 8 2 2 0 5 G I L C H I N G T E L E F O N ( + 4 9-8 1 0 5 ) 3 7 8-0 F A X ( + 4 9-8 1 0 5 ) 3 7
More informationVIIRS-CrIS mapping. NWP SAF AAPP VIIRS-CrIS Mapping
NWP SAF AAPP VIIRS-CrIS Mapping This documentation was developed within the context of the EUMETSAT Satellite Application Facility on Numerical Weather Prediction (NWP SAF), under the Cooperation Agreement
More informationOperational Space- Based Crop Mapping Protocols at AAFC A. Davidson, H. McNairn and T. Fisette.
Operational Space- Based Crop Mapping Protocols at AAFC A. Davidson, H. McNairn and T. Fisette. Science & Technology Branch. Agriculture and Agri-Food Canada. 1. Introduction Space-Based Crop Mapping at
More informationDEVELOPMENT OF AN INTEGRATED IMAGE PROCESSING AND GIS SOFTWARE FOR THE REMOTE SENSING COMMUNITY. P.O. Box 515, São José dos Campos, Brazil.
DEVELOPMENT OF AN INTEGRATED IMAGE PROCESSING AND GIS SOFTWARE FOR THE REMOTE SENSING COMMUNITY UBIRAJARA MOURA DE FREITAS 1, ANTÔNIO MIGUEL MONTEIRO 1, GILBERTO CÂMARA 1, RICARDO CARTAXO MODESTO SOUZA
More informationJune 2011. TerraSAR-X-based Flood Mapping Service
June 2011 TerraSAR-X-based Flood Mapping Service Service TerraSAR-X-based Flood Mapping Product Flood extent map Product specifications Flood mask / water mask Input / output data Summary Content Date
More informationEstimation of radial sea currents in the northern Adriatic Sea close to the Venice Lagoon inlets #ID2141
Estimation of radial sea currents in the northern Adriatic Sea close to the Venice Lagoon inlets #ID2141 ASI CSK Workshop Stefano Zecchetto ISAC-CNR, Uos Padova s.zecchetto@isac.cnr.it Gianfranco Fornaro
More informationGabriel Lui (MMA - Ministry of Environment)
Brazilian development towards forest degradation national definition and MRV system Gabriel Lui (MMA - Ministry of Environment) Dalton M. Valeriano (INPE) BMZ-DLR International Conference on MRV of REDD
More informationASAR IMG AND APG PRODUCTS: IMAGE QUALITY AND RADIOMETRIC PERFORMANCE
ASAR IMG AND APG PRODUCTS: IMAGE QUALITY AND RADIOMETRIC PERFORMANCE Mauro Pirri Telespazio S.p.A., Matera Space Centre, C.da Terlecchia - 75100 Matera - Italy, Email: mauro_pirri@telespazio.it ABSTRACT
More informationAT&T Global Network Client for Windows Product Support Matrix January 29, 2015
AT&T Global Network Client for Windows Product Support Matrix January 29, 2015 Product Support Matrix Following is the Product Support Matrix for the AT&T Global Network Client. See the AT&T Global Network
More informationEO Information Services in support of West Africa Coastal vulnerability - Service Utility Review -
EO Information Services in support of West Africa Coastal vulnerability - Service Utility Review - Christian Hoffmann, GeoVille World Bank HQ, Washington DC Date : 24 February 2012 Content - Project background
More informationReviewing ALOS PALSAR Backscatter Observations for Stem Volume Retrieval in Swedish Forest
Remote Sens. 2015, 7, 4290-4317; doi:10.3390/rs70404290 Article OPEN ACCESS remote sensing ISSN 2072-4292 www.mdpi.com/journal/remotesensing Reviewing ALOS PALSAR Backscatter Observations for Stem Volume
More informationEnhanced Vessel Traffic Management System Booking Slots Available and Vessels Booked per Day From 12-JAN-2016 To 30-JUN-2017
From -JAN- To -JUN- -JAN- VIRP Page Period Period Period -JAN- 8 -JAN- 8 9 -JAN- 8 8 -JAN- -JAN- -JAN- 8-JAN- 9-JAN- -JAN- -JAN- -JAN- -JAN- -JAN- -JAN- -JAN- -JAN- 8-JAN- 9-JAN- -JAN- -JAN- -FEB- : days
More informationMonitoring of Arctic Conditions from a Virtual Constellation of Synthetic Aperture Radar Satellites
DISTRIBUTION STATEMENT A. Approved for public release; distribution is unlimited. Monitoring of Arctic Conditions from a Virtual Constellation of Synthetic Aperture Radar Satellites RSMAS Department of
More informationUndergraduation, Forestry, School of Agronomy (ISA), Technical University of Lisbon (TULisbon), 1993.
Curriculum Vitae (April 2009) : identification Name: João Manuel de Brito Carreiras Born: 4th February, 1968, Almada, Portugal Institutional address: Tropical Research Institute (IICT), Department of Natural
More informationCOASTAL WIND ANALYSIS BASED ON ACTIVE RADAR IN QINGDAO FOR OLYMPIC SAILING EVENT
COASTAL WIND ANALYSIS BASED ON ACTIVE RADAR IN QINGDAO FOR OLYMPIC SAILING EVENT XIAOMING LI a, b, * a Remote Sensing Technology Institute, German Aerospace Center (DLR), Oberpfaffenhofen, 82234, Germany
More informationAssessment of image restoration techniques to enhance the applicability of MODIS images on Amazon floodplain landscape studies
Assessment of image restoration techniques to enhance the applicability of MODIS images on Amazon floodplain landscape studies Thiago Sanna Freire Silva 1,2 André de Lima 2 Leila Maria Garcia Fonseca 2
More informationSAMPLE MIDTERM QUESTIONS
Geography 309 Sample MidTerm Questions Page 1 SAMPLE MIDTERM QUESTIONS Textbook Questions Chapter 1 Questions 4, 5, 6, Chapter 2 Questions 4, 7, 10 Chapter 4 Questions 8, 9 Chapter 10 Questions 1, 4, 7
More informationAnais XVI Simpósio Brasileiro de Sensoriamento Remoto - SBSR, Foz do Iguaçu, PR, Brasil, 13 a 18 de abril de 2013, INPE
Image processing and land-cover change analysis in the tri-national frontier of Madre de Dios (Peru), Acre (Brazil), and Pando (Bolivia) - MAP: an increasing demand for data standardization Karla da Silva
More informationLegislative Brief: PAY OR PLAY PENALTIES LOOK BACK MEASUREMENT METHOD EXAMPLES. EmPowerHR
EmPowerHR Legislative Brief: PAY OR PLAY PENALTIES LOOK BACK MEASUREMENT METHOD EXAMPLES The Affordable Care Act (ACA) imposes a penalty on applicable large employers (ALEs) that do not offer health insurance
More informationHIGH SPATIAL RESOLUTION IMAGES - A NEW WAY TO BRAZILIAN'S CARTOGRAPHIC MAPPING
CO-192 HIGH SPATIAL RESOLUTION IMAGES - A NEW WAY TO BRAZILIAN'S CARTOGRAPHIC MAPPING BIAS E., BAPTISTA G., BRITES R., RIBEIRO R. Universicidade de Brasíia, BRASILIA, BRAZIL ABSTRACT This paper aims, from
More informationHigh Resolution Information from Seven Years of ASTER Data
High Resolution Information from Seven Years of ASTER Data Anna Colvin Michigan Technological University Department of Geological and Mining Engineering and Sciences Outline Part I ASTER mission Terra
More informationTercer Informe Bi-mestral (third bimestrial report)
Comisión Tercer Informe Bi-mestral (third bimestrial report) Nicolas A. Mari, Giovanni Laneve, Ximena Porcasi Lic.Nicolas A. Mari Dr. Giovanni Laneve - 1 - Comisión 5. Processing of SAR data: The intention
More informationUse of remote sensing for crop yield and area estimates in Southern Brazil
Use of remote sensing for crop yield and area estimates in Southern Brazil Denise Cybis Fontana Faculdade de Agronomia - UFRGS Remote Sensing support to crop yield forecast and area estimates 30 th November
More informationMultiangle cloud remote sensing from
Multiangle cloud remote sensing from POLDER3/PARASOL Cloud phase, optical thickness and albedo F. Parol, J. Riedi, S. Zeng, C. Vanbauce, N. Ferlay, F. Thieuleux, L.C. Labonnote and C. Cornet Laboratoire
More informationRADAMA Fine Mode Data For Coastal Changes
SYNTHETIC APERTURE RADAR FOR COASTAL EROSION MAPPING AND LAND-USE ASSESSMENT IN THE MOIST TROPICS: BRAGANÇA COASTAL PLAIN CASE STUDY Pedro Walfir M. Souza Filho 1,* and Waldir Renato Paradella 2 1 Federal
More informationTwo primary advantages of radars: all-weather and day /night imaging
Lecture 0 Principles of active remote sensing: Radars. Objectives: 1. Radar basics. Main types of radars.. Basic antenna parameters. Required reading: G: 8.1, p.401-40 dditional/advanced reading: Online
More informationA tiered reconnaissance approach toward flood monitoring utilising multi-source radar and optical data
5 th International Workshop on Remote Sensing for Disaster Response A tiered reconnaissance approach toward flood monitoring utilising multi-source radar and optical data Anneley McMillan Dr. Beverley
More informationNational Snow and Ice Data Center
National Snow and Ice Data Center This data set (NSIDC-0484), part of the NASA Making Earth System Data Records for Use in Research Environments (MEaSUREs) Program, provides the first comprehensive, high-resolution,
More informationAssessing the evolution of land use in Brazilian Amazônia
2nd LBA SC, Manaus July 7-10 Scenarios of LUCC Session Assessing the evolution of land use in Brazilian Amazônia Diógenes S. Alves, Maria Isabel S. Escada, Morris Scherer-Warren, José C. da Silveira Jr.
More informationThe use of Satellite Remote Sensing for Offshore Environmental Benchmarking
The use of Satellite Remote Sensing for Offshore Environmental Benchmarking Michael King Fugro NPA Limited Fugro NPA (Formerly Nigel Press Associates) World leading Satellite Remote Sensing & Geoscience
More informationDETERring Deforestation in the Brazilian Amazon: Environmental Monitoring and Law Enforcement
DETERring Deforestation in the Brazilian Amazon: Environmental Monitoring and Law Enforcement Climate Policy Initiative Juliano Assunção Clarissa Gandour Romero Rocha May 2013 Executive Summary Descriptors
More informationRemote sensing study on the Pisa plain
Remote sensing study on the Pisa plain Bini M., Kukavicic M., Pappalardo M. MapPapers 5en-II, 2012, pp.201-211 doi:10.4456/mappa.2012.34 Multispectral images with medium-high resolution were acquired from
More informationTropical Horticulture: Lecture 2
Lecture 2 Theory of the Tropics Earth & Solar Geometry, Celestial Mechanics The geometrical relationship between the earth and sun is responsible for the earth s climates. The two principal movements of
More informationNew Precipitation products (GPM, GCOM-W) and more
New Precipitation products (GPM, GCOM-W) and more Misako KACHI Earth Observation Research Center (EORC) Japan Aerospace Exploration Agency (JAXA) 19 Nov. 2014, IPWG Training Course 2 Satellite Product
More informationCore Imagery Product Guide. v. 2.0
Core Imagery Product Guide v. 2.0 Disclaimer & Copyright Copyright 2014 DigitalGlobe, Inc. All rights reserved. The DigitalGlobe s Core Imagery Product Guide is purposely designed as a general guideline
More informationThe RapidEye optical satellite family for high resolution imagery
'Photogrammetric Week 01' D. Fritsch & R. Spiller, Eds. Wichmann Verlag, Heidelberg 2001. Scherer, Krischke 139 The RapidEye optical satellite family for high resolution imagery STEFAN SCHERER and MANFRED
More informationTerraSAR-X Products Tips and Tricks
TerraSAR-X Products Tips and Tricks Thomas Fritz Helko Breit Michael Eineder (L1b Annotation, Geometry, Radiometry) (Processing, Spectral Properties) (InSAR-Processing incl. Spotlight) DLR Remote Sensing
More informationAndrea Bondì, Irene D Urso, Matteo Ombrelli e Paolo Telaroli (Thetis S.p.A.) Luisa Sterponi e Cesar Urrutia (Spacedat S.r.l.) Water Calesso (Marco
Generation of a digital elevation model of the Wadi Lebda basin, Leptis Magna - Lybia Andrea Bondì, Irene D Urso, Matteo Ombrelli e Paolo Telaroli (Thetis S.p.A.) Luisa Sterponi e Cesar Urrutia (Spacedat
More informationBrazil s Response to Lower Commodity Prices Will Infrastructure Improvements Support Further Expansion?
Brazil s Response to Lower Commodity Prices Will Infrastructure Improvements Support Further Expansion? By Dr. Michael Cordonnier www.soybeansandcorn.com soycorn@comcast.net 630-325-0192 (Chicago) Overview
More informationCOMPARISON OF FIXED & VARIABLE RATES (25 YEARS) CHARTERED BANK ADMINISTERED INTEREST RATES - PRIME BUSINESS*
COMPARISON OF FIXED & VARIABLE RATES (25 YEARS) 2 Fixed Rates Variable Rates FIXED RATES OF THE PAST 25 YEARS AVERAGE RESIDENTIAL MORTGAGE LENDING RATE - 5 YEAR* (Per cent) Year Jan Feb Mar Apr May Jun
More informationCOMPARISON OF FIXED & VARIABLE RATES (25 YEARS) CHARTERED BANK ADMINISTERED INTEREST RATES - PRIME BUSINESS*
COMPARISON OF FIXED & VARIABLE RATES (25 YEARS) 2 Fixed Rates Variable Rates FIXED RATES OF THE PAST 25 YEARS AVERAGE RESIDENTIAL MORTGAGE LENDING RATE - 5 YEAR* (Per cent) Year Jan Feb Mar Apr May Jun
More informationBorneo 2007 Map and the Annual Monitoring Process
PALSAR wide-area mapping and annual monitoring methodology for Borneo Dirk Hoekman 1), Martin Vissers 2), Niels Wielaard 2), and Rob Verhoeven 2) 1) Wageningen University, Dept. of Environmental Sciences,
More informationOur conversation. 1. Facts of Brazil 2. Brazilian Forest Sector 3. National Forest Program. 5. Amazon & Deforestation 6.
Our conversation 1. Facts of Brazil 2. Brazilian Forest Sector 3. National Forest Program 4. Forest Policy Tools 5. Amazon & Deforestation 6. Amazon Fund 1. Facts of Brazil 1. Facts of Brazil Equator Area:
More informationRemote Sensing of Environment
Remote Sensing of Environment 115 (2011) 1706 1720 Contents lists available at ScienceDirect Remote Sensing of Environment journal homepage: www.elsevier.com/locate/rse Mapping canopy damage from understory
More informationRESOLUTION MERGE OF 1:35.000 SCALE AERIAL PHOTOGRAPHS WITH LANDSAT 7 ETM IMAGERY
RESOLUTION MERGE OF 1:35.000 SCALE AERIAL PHOTOGRAPHS WITH LANDSAT 7 ETM IMAGERY M. Erdogan, H.H. Maras, A. Yilmaz, Ö.T. Özerbil General Command of Mapping 06100 Dikimevi, Ankara, TURKEY - (mustafa.erdogan;
More informationChanges in forest cover applying object-oriented classification and GIS in Amapa- French Guyana border, Amapa State Forest, Module 4
Changes in forest cover applying object-oriented classification and GIS in Amapa- French Guyana border, Amapa State Forest, Module 4 Marta Vieira da Silva 1 Valdenira Ferreira dos Santos 2 Eleneide Doff
More informationTitle: Mapping Canopy Damage from Understory Fires in Amazon Forests Using Annual Time Series of Landsat and MODIS Data
Title: Mapping Canopy Damage from Understory Fires in Amazon Forests Using Annual Time Series of Landsat and MODIS Data Authors: Douglas C. Morton a,*, Ruth S. DeFries b,c, Jyoteshwar Nagol a, Carlos M.
More informationAPPLYING SATELLITE IMAGES CLASSIFICATION ALGORITHMS FOR SOIL COVER AND GEORESOURCES IDENTIFICATION IN NOVA LIMA, MINAS GERAIS - BRAZIL
APPLYING SATELLITE IMAGES CLASSIFICATION ALGORITHMS FOR SOIL COVER AND GEORESOURCES IDENTIFICATION IN NOVA LIMA, MINAS GERAIS - BRAZIL Vladimir Diniz Vieira Ramos Universidade Federal de Minas Gerais Departamento
More informationCloud Masking and Cloud Products
Cloud Masking and Cloud Products MODIS Operational Algorithm MOD35 Paul Menzel, Steve Ackerman, Richard Frey, Kathy Strabala, Chris Moeller, Liam Gumley, Bryan Baum MODIS Cloud Masking Often done with
More informationSPOT Satellite Earth Observation System Presentation to the JACIE Civil Commercial Imagery Evaluation Workshop March 2007
SPOT Satellite Earth Observation System Presentation to the JACIE Civil Commercial Imagery Evaluation Workshop March 2007 Topics Presented Quick summary of system characteristics Formosat-2 Satellite Archive
More informationRemote Sensing Satellite Information Sheets Geophysical Institute University of Alaska Fairbanks
Remote Sensing Satellite Information Sheets Geophysical Institute University of Alaska Fairbanks ASTER Advanced Spaceborne Thermal Emission and Reflection Radiometer AVHRR Advanced Very High Resolution
More informationForest Fire Information System (EFFIS): Rapid Damage Assessment
Forest Fire Information System (EFFIS): Fire Danger D Rating Rapid Damage Assessment G. Amatulli, A. Camia, P. Barbosa, J. San-Miguel-Ayanz OUTLINE 1. Introduction: what is the JRC 2. What is EFFIS 3.
More informationPETROBRAS Orbital Sea Surface Monitoring
PETROBRAS Orbital Sea Surface Monitoring Performed by : Contingency Control - Exploration & Production Area Technical support: R&D Center Cristina Bentz PETROBRAS R&D Center Environment Assessment and
More informationHow To Write A Call To Action For Terrasar-X
Doc.: TX-PGS-PL-4127 TerraSAR-X Announcement of Opportunity: Utilization of the TerraSAR-X Archive 1 Page: 2 of 11 TABLE OF CONTENTS TERRASAR-X... 1 ANNOUNCEMENT OF OPPORTUNITY: UTILIZATION OF THE TERRASAR-X
More informationUsing Remote Sensing Imagery to Evaluate Post-Wildfire Damage in Southern California
Graham Emde GEOG 3230 Advanced Remote Sensing February 22, 2013 Lab #1 Using Remote Sensing Imagery to Evaluate Post-Wildfire Damage in Southern California Introduction Wildfires are a common disturbance
More informationThe New ImageDB Server Direct Access to Selected ERS SAR Data Products
the new imagedb server The New ImageDB Server Direct Access to Selected ERS SAR Data Products S. D Elia Earth Remote Sensing Exploitation Division, ESA Directorate of Application Programmes, ESRIN, Frascati,
More informationRemote Sensing Method in Implementing REDD+
Remote Sensing Method in Implementing REDD+ FRIM-FFPRI Research on Development of Carbon Monitoring Methodology for REDD+ in Malaysia Remote Sensing Component Mohd Azahari Faidi, Hamdan Omar, Khali Aziz
More informationReview for Introduction to Remote Sensing: Science Concepts and Technology
Review for Introduction to Remote Sensing: Science Concepts and Technology Ann Johnson Associate Director ann@baremt.com Funded by National Science Foundation Advanced Technological Education program [DUE
More information