INPE s Brazilian Amazon Deforestation and Forest Degradation Program. Dalton M. Valeriano (dalton@dsr.inpe.br) Program Manager
|
|
- Candice Lang
- 8 years ago
- Views:
Transcription
1 INPE s Brazilian Amazon Deforestation and Forest Degradation Program Dalton M. Valeriano (dalton@dsr.inpe.br) Program Manager
2 Summary PRODES Yearly deforestation inventory DETER - Daily detection of deforestation and forest degradation DEGRAD Yearly Inventory of forest degradation (International capacity building program)
3 INPE s Amazon Deforestation Monitoring Project - PRODES
4 PRODES: INPE s Amazon Monitoring Program Fact Sheet Coverage: Wall-to wall Frequency: Yearly Integration period: Aug-Jul Brazilian Legal Amazon Region: 5 million km 2 Original forest cover: 4 million km 2 Present gross deforested area: ~ km 2 Proportion of secondary forest: ~20% (TerraClass) Resolution Landsat-class (Landsat, CBERS, DMC, SPOT) Method: Visual interpretation Minimum mapping area: 6.25 ha Delivery Schedule: 1 st estimate -90% of previous year, ~100 Scenes : November Complete map: April, next year
5 233 Landsat Images
6 PRODES: INPE s Amazon Monitoring Program A brief history st Brazilian Amazon deforestation inventory 1: Landsat B&W Hardcopies Visual interpretation Digital area calculation
7 PRODES: INPE s Amazon Monitoring Program A brief history Yearly Inventory 1: Landsat Color composites Visual interpretation Digital area calculation
8 PRODES: INPE s Amazon Monitoring Program A brief history INPE s new development in the 90 s Three bands color composite SPRING Geographic Information Processing System Features applied to PRODES: SOIL Linear Mixing Model Image Segmentation Object Oriented Classification SHADOW Raster and Vector Edition GREEN VEGETATION
9 OF (RGB) TM IMAGE PRODES: INPE s Amazon Monitoring Program A brief history SPRING based digital Landsat image analysis Linear Mixing Algorithm Image Segmentation Object oriented classification + editing Typical deforestation
10 PRODES: INPE s Amazon Monitoring Program A brief history 2005-Present: Visual intepretation in TerraAmazon GDBM Platform TerraAmazon overview: Alllows multisource and multitemporal data Allows multiple interpreters Real-time GDB update Lock-in lock-out control TerraLib open code Interpretation time: (SPRING) DIP+Edition: hs (TerraAmazon) VI: 5-10 hs
11 Multidata approach CCD/CBERS DMC LANDSAT LANDSAT CBERS SISPRODES State boundaries
12 PRODES schedule: 1st Semester: April :Complement of 2011 inventory 2nd Semester First deforestation estimate Data Acquisition: Jun-Aug Product delivery: November (in time for UNFCCC COP)
13 Alternative to lack of Landsat DMC coverage National scale at INPE s Data Archival and Distribution Center Free access - US$ 3 Mi
14 o s Peixoto de Azevedo/MT - Landsat 225/67 Set/2010 Jul/2011
15 o s Porto dos Gaúchos/MT Landsat 227/68 Jun/2010 Ago/2011
16 PRODES: INPE s Amazon Monitoring Program Internet Access Full access to source images,maps and statistics
17 PRODES: INPE s Amazon Monitoring Program Transparency paradigm (since 2003): Public awareness Basis for spatial/temporal analysis Basis for carbon emission report Government decision making
18 Km2/year Benchmarks of PRODES products and engagement in national deforestation control program: Release of PRODES products in the internet 2003 PPCDAm conceiving and implementation - Proposal of DETER 2004 PPCDAm formalized DETER implemented 2005 on Reduced deforestation - Agreement with Norway Government AMAZON FUND (a) Yearly Deforestation in Brazilian Amazon (b) (b) (d) Year
19 Média = km
20 PRODES in PPCDAm Global and regional indicator of policy efficiency Criterion for list of critical municipalities
21 Main consequences of PRODES Evaluation of efectivity of deforestation control policies Public awareness of the deforestation in the amazon ( Means for the concerned society to demand governmental action on the issue Support for policy making at regional and local scales
22 But PRODES is not enough... Results are obtained and published after the damage is done Difficulty of the government to punish ilegal deforestation after it is installed Demands for faster information production
23 DETER Near Real Time Deforestation Detection with MODIS
24 EXTENSÃO TOTAL_AGOSTO 2003 SOBRE IMAGEM MODIS (22abr-07maio 2004)
25 CLASSIFICAÇÃO DA IMAGEM MODIS (mosaico 22 abril a 07 maio de 2004) EXTENSÃO TOTAL_AGOSTO MUDANÇA ATÉ 07 MAIO + IMAGEM
26 NOVA EXTENSÃO TOTAL ATÉ 07 DE MAIO DE 2004 SOBRE IMAGEM MODIS (22abr-07maio)
27 EXTENSÃO TOTAL ATÉ 07 DE MAIO DE 2004 SOBRE IMAGEM DE 21 MAIO
28 CLASSIFICAÇÃO DA IMAGEM MODIS DIÁRIA DE 21 DE MAIO DE 2004
29
30
31 Report by automatic of New deforestation detected in Conservation Unities and municipalities
32 Impact of DETER Information for strategic decisions by deforestation control agencies - Federal, State and Municipal levels Better efficiency in law enforcement Immediate public awareness by monthly information dissemination (
33 DETER New Paradigm MODIS 25 ha minimum mapping unity is today very limiting Need to move to better sensors Options ResourceSat/AWiFS DMC Future: CBERS3/AWFI (60m, 5 days) Amazonia-1 (40m, 5 days)
34 DETER-based Policies for Deforestation Control: Law Enforcement
35 Deforestation hotspots DETER 2011/INPE
36
37
38
39 Monitoring the State of the Forest: DEGRAD e DETEX
40
41
42
43
44
45 Corte seletivo Resultados Finais: 85 cenas UF 2007(KM2) 2008(KM2) Acre Amazonas Amapá Maranhão Mato Grosso Pará Rondônia Roraima Tocantins TOTAL
46 Corte seletivo Resultados Finais 2007 e 2008 Degradação em 2007 convertida a corte raso em 2008: UF Acre Amazonas Amapá Maranhão Mato Grosso Pará Rondônia Roraima Tocantins KM TOTAL
47
48 Thank you
49 INPE s Capacity Building Program in Remote Sensing Based Tropical Forest Monitoring Claudio Aparecido de Almeida Head, INPE - Regional Center for Amazonia (claudio@dsr.inpe.br )
50 Amazon Regional Center, Belem
51 Mission: INPE - Amazon Regional Center To assimilate and operate INPE s Amazon Monitoring Program To become an international reference in capacity building for satellite based tropical forest monitoring
52 INPE Amazônia Equipe Staff INPE Hired Scholarship Trainee Total
53 INPE Amazonia Staff/ Function 2011
54 Course Program (2 weeks) 1. Experience acquired with Amazon Program: PRODES, DETER, DEGRAD, TERRACLASS 2. Data base management 3. Terra family software 4. Cartography 5. Geographic data processing 6. TerraAmazon System Database administrator Digital image processing, edition, data analysis
55 INPE s open source image processing and geographic information analysis and management: TerraLib based Terra* family: SPRING
56 Participant profiles 1 - Database Administrator IT background Experience in data base management Government employee 2 - Remote Sensing Background in any Environmental Science Basic knowledge in remotes sensing Government employee
57 Current cooperation and training programs: FAO - 2 years,; 6 courses/year ; target : 200 students (Tropical countries) JICA-ABC 3 years, 3 course/year; IBAMA staff and Amazonian Countries 108 students already ACTO 2 years, 2 courses/year; ACTO countries; target 35 students and continued help-desk
58 JICA 2010 Bolivia, Colombia, Ecuador, Guatemala, Peru
59 JICA 2011 Angola, Mozambique, Paraguai
60 JICA 2011 Malasia, Thailand, Indonesia, Philippines, Cambodja e Vietnam
61 FAO Mexico, Ecuador, Guiana, FAO Headquarter
62 OTCA-2011 Bolivia, Ecuador, Colombia, Venezuela, Peru
63 FAO Inge Jonckheere (FAO) Claudio Almeida (INPE) Democratic Republic of Congo, Papua-New Guinea, Vietnam
64 Forests are not just Carbon! Biodiversity Environmental services People
65 Thank you again
Summary. 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 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 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 informationThe role of RS/GIS applications for National Forest Monitoring Systems in the context of REDD+
The role of RS/GIS applications for National Forest Monitoring Systems in the context of REDD+ Dr. Inge JONCKHEERE UN-REDD Team (FAO HQ Rome, Italy) INPE/FUNCATE Team (Sao Jose dos Campos, Brasil) AGU
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 informationInnovation and new land monitoring services for climate change, forests and agroforestry
Innovation and new land monitoring services for climate change, forests and agroforestry Martin Herold Wageningen University Center for Geoinformation Current distribution of aboveground biomass Terrestrial
More informationReport of the technical assessment of the proposed forest reference emission level of Brazil submitted in 2014
United Nations FCCC/TAR/2014/BRA Distr.: General 1 December 2014 English only Report of the technical assessment of the proposed forest reference emission level of Brazil submitted in 2014 Summary This
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 informationScience Rationale. Status of Deforestation Measurement. Main points for carbon. Measurement needs. Some Comments Dave Skole
Science Rationale Status of Deforestation Measurement Some Comments Dave Skole Tropical deforestation is related to: Carbon cycle and biotic emissions/sequestration Ecosystems and biodiversity Water and
More informationNational and Sub-national Carbon monitoring tools developed at the WHRC
National and Sub-national Carbon monitoring tools developed at the WHRC Nadine Laporte Woods Hole Research Center A. Baccini, W. Walker, S. Goetz, M. Sun, J. Kellndorfer Kigali, 20 th June 2011 Why measuring
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 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 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 informationPolicy Opportunities for Human Dimensions Science: The Challenge of Frontier Governance
Policy Opportunities for Human Dimensions Science: The Challenge of Frontier Governance How can we avoid the typical sequence of resource depletion on the expanding frontier? Amazon Jobs/Income Most tropical
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 informationENVIRONMENTAL PERFORMANCE REVIEW OF BRAZIL. Main findings and recommendations
ENVIRONMENTAL PERFORMANCE REVIEW OF BRAZIL Main findings and recommendations Nathalie Girouard and Ivana Capozza OECD Environment Directorate Brasília, 4 November 2015 Outline Brazil s economic and social
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 informationSustainable Finance of Protected Area Systems
31.07.2007 Seite 1 Sustainable Finance of Protected Area Systems an experience from Brasil July 2007 Governos Estaduais da Amazônia Brasileira: Acre, Amazonas, Amapá, Mato Grosso, Pará, Rondônia e Tocantins
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 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 informationI.Jonckheere, E. Lindquist & A. Pekkarinen FAO Forestry Department
Space Data Management System (SDMS) Acquire, Query, Process and Deliver Earth Observation Data and Forest Information Products to Developing Countries Pilot & Project I.Jonckheere, E. Lindquist & A. Pekkarinen
More informationTools for National Forest Monitoring Systems in the context of REDD+
Tools for National Forest Monitoring Systems in the context of REDD+ Dr. Inge JONCKHEERE UN-REDD Team (FAO HQ Rome, Italy) INPE/FUNCATE Team (Sao Jose dos Campos, Brasil) ECOWAS GBEP REGIONAL BIOMASS RESOURCE
More informationNEW BRAZILIAN ENVIRONMENTAL CRIMES LAW: AN ANALYSIS OF ITS EFFECTIVENESS TO PROTECT THE FORESTS OF AMAZONIA 1
BRITO, BARRETO, ROTHMAN 285 NEW BRAZILIAN ENVIRONMENTAL CRIMES LAW: AN ANALYSIS OF ITS EFFECTIVENESS TO PROTECT THE FORESTS OF AMAZONIA 1 BRITO, BRENDA, 1 BARRETO, PAULO 2 and ROTHMAN, JOHN 3 1 Lawyer,
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 Brazilian REDD strategy
How the country has achieved major deforestation reduction in the Amazon Copenhagen, December 2009 15 th Conference of the Parties to the United Nations Framework Convention on Climate Change Foreword
More informationAMAZALERT WORKPACKAGE 1
AMAZALERT WORKPACKAGE 1 BRAZILIAN PUBLIC POLICIES AFFECTING THE AMAZON Mateus Batistella December 11, 2013 www.cnpm.embrapa.br Somabrasil Administrative Boundaries - States Administrative Boundaries -
More informationManaus Free Trade Zone. Meeting with Taipei Delegation Brasília, October 25 th, 2013
Manaus Free Trade Zone Meeting with Taipei Delegation Brasília, October 25 th, 2013 MANAUS FREE TRADE ZONE (ZFM) MANAGEMENT MODEL PRESIDENCY OF THE REPUBLIC Ministry of Development, Industry and Foreign
More informationNorwegian Climate Finance 2010.
Norwegian Climate Finance 2010. In Decision 1/CP.16 (Cancun Agreements AWGLCA outcome), relevant parties were invited to submit information on the resources provided for the fast start period (2010 2012).
More informationUsing Remote Sensing to Monitor Soil Carbon Sequestration
Using Remote Sensing to Monitor Soil Carbon Sequestration E. Raymond Hunt, Jr. USDA-ARS Hydrology and Remote Sensing Beltsville Agricultural Research Center Beltsville, Maryland Introduction and Overview
More informationEvaluation of Wildfire Duration Time Over Asia using MTSAT and MODIS
Evaluation of Wildfire Duration Time Over Asia using MTSAT and MODIS Wataru Takeuchi * and Yusuke Matsumura Institute of Industrial Science, University of Tokyo, Japan Ce-504, 6-1, Komaba 4-chome, Meguro,
More informatione-sensing: Big Earth observation data analytics for land use and land cover change information
e-sensing: Big Earth observation data analytics for land use and land cover change information Thematic Project (48 months) November 2014 October 2018 Project leader: Prof. Dr. Gilberto Câmara (INPE Instituto
More informationDeforestation and climate change
Deforestation and climate CONTENTS Deforestation in protected areas 4 Methodology 5 Assessment results 8 ARPA s effect 11 Influence from management objective and use 14 Influence of the scope of administration
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 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 informationSelecting the appropriate band combination for an RGB image using Landsat imagery
Selecting the appropriate band combination for an RGB image using Landsat imagery Ned Horning Version: 1.0 Creation Date: 2004-01-01 Revision Date: 2004-01-01 License: This document is licensed under a
More informationThree Essential Strategies. For Reducing Deforestation. December 2007
Aliança da Terra -- AT The Earth Alliance brings conscientious and committed landowners together with responsible agricultural production. The principal activity of AT is a Registry of Social-Environmental
More informationSupport period and budget frame, expenditures to date:
1) Project Leaf - Law Enforcement Assistance for Forests 2) Project summary: Project Leaf (Law Enforcement Assistance for Forests) is a consortium forests and climate initiative on combating illegal logging
More informationICT Based Monitoring of Climate Change Related Deforestation: The Case of INPE in the Brazilian Amazon
Authors: R. Climate Saravanan Change, Innovation & ICTs Project Centre for Development Informatics (CDI), University of Manchester, UK With the support of the International Development Research Centre
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 informationShort technical report. Understanding the maps of risk assessment of deforestation and carbon dioxide emissions using scenarios for 2020
Short technical report Understanding the maps of risk assessment of deforestation and carbon dioxide emissions using scenarios for 2020 National Institute for Space Research - INPE November 12, 2010. São
More informationMonitoring alterations in vegetation cover and land use in the Upper Paraguay River Basin Brazilian Portion Period of Analysis: 2002 to 2008
Monitoring alterations in vegetation cover and land use in the Upper Paraguay River Basin Brazilian Portion Period of Analysis: 2002 to 2008 Introduction The Upper Paraguay River Basin encompasses international
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 informationSoil Profiles of Amazonia
Soil Profiles of Amazonia Summary: Soil Profiles of Amazonia contains soil profile descriptions for 1,153 locations throughout Brazil. These data are primarily based on RADAMBRASIL surveys. Please note
More informationNATURA AND BRAZILIAN BIODIVERSITY
NATURA AND BRAZILIAN BIODIVERSITY The risk of extinction of biodiversity assets is a major threat to life on the planet. By integrating the sustainable use of biodiversity assets and a respect for traditional
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 informationAdvancing Graduate Education in the Agricultural and Environmental Sciences Dr. Thomas J. Dormody, Dean of the Graduate School, CATIE
Advancing Graduate Education in the Agricultural and Environmental Sciences Dr. Thomas J. Dormody, Dean of the Graduate School, CATIE HACU 10 th International Conference San Antonio, TX Plenary Session
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 informationResolutions of Remote Sensing
Resolutions of Remote Sensing 1. Spatial (what area and how detailed) 2. Spectral (what colors bands) 3. Temporal (time of day/season/year) 4. Radiometric (color depth) Spatial Resolution describes how
More informationServices Help Desk for Sustainable Businesses Program in the Brazilian Amazon: An Analysis of Benefited Enterprises.
Services Help Desk for Sustainable Businesses Program in the Brazilian Amazon: An Analysis of Benefited Enterprises (May 19, 2009) Amigos da Terra Amazônia Brasileira (DRAFT Not for Circulation) EXECUTIVE
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 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 informationIntegrated Global Carbon Observations. Beverly Law Prof. Global Change Forest Science Science Chair, AmeriFlux Network Oregon State University
Integrated Global Carbon Observations Beverly Law Prof. Global Change Forest Science Science Chair, AmeriFlux Network Oregon State University Total Anthropogenic Emissions 2008 Total Anthropogenic CO 2
More informationAdmission to UNICAMP. 1. The Undergraduate Program. 1.1. Regular students. 1.1.1 The vestibular examination. 1.1.2.
Admission to UNICAMP 1. The Undergraduate Program 1.1. Regular students To enroll as a regular student in one of UNICAMP's undergraduate courses, foreign students have to pass the entrance examination
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 informationArcGIS Agricultural Land Use Maps from the Mississippi Cropland Data Layer
ArcGIS Agricultural Land Use Maps from the Mississippi Cropland Data Layer Fred L. Shore, Ph.D. Mississippi Department of Agriculture and Commerce Jackson, MS, USA fred_shore@nass.usda.gov Rick Mueller
More informationEnvironmental Regularization of Rural Lands in the Cerrado Biome CAR-FIP Project Brazilian Investment Plan Forest Investment Program (FIP) Climate
Environmental Regularization of Rural Lands in the Cerrado Biome CAR-FIP Project Brazilian Investment Plan Forest Investment Program (FIP) Climate Investment Funds (CIF) Problem Tree High emission of Greenhouse
More informationWelcome Address. IX Group on Earth Observations Plenary. Ministério da Ciência, Tecnologia e Inovação. Leonel Fernando Perondi
Welcome Address IX Group on Earth Observations Plenary Ministério da Ciência, Tecnologia e Inovação Leonel Fernando Perondi Foz do Iguaçu, November 22, 2012 Distinguished Delegates, ladies and gentlemen,
More informationTARAPOTO PROCESS ON THE AMAZON FOREST S SUSTAINABILITY CRITERIA AND INDICATORS
TARAPOTO PROCESS ON THE AMAZON FOREST S SUSTAINABILITY CRITERIA AND INDICATORS INTERNATIONAL EXPERT MEETING ON MONITORING, ASSESSMENT AND REPORTING ON THE PROGRESS TOWARD SUSTAINABLE FOREST MANAGEMENT
More informationREDD in Brazil: A focus on the Amazon
Center for Strategic Studies and Management Science, Technology & Innovation REDD in Brazil: A focus on the Amazon Principles, criteria, and institutional structures for a national program for Reducing
More informationTropical Deforestation and Habitat Fragmentation in the Amazon: Satellite Data from 1978 to 1988
Reproduced, with permission, from: Skole, D., and C. Tucker. 1993. Tropical deforestation and habitat fragmentation in the Amazon: Satellite data from 1978 to 1988. Science 260: 1905-09. Tropical Deforestation
More informationSoil Profiles of Amazonia. Summary:
Soil Profiles of Amazonia Summary: Soil Profiles of Amazonia contains soil profile descriptions for 1153 locations throughout Brazil. These data are primarily based on RADAMBRASIL surveys. 1. Data Set
More informationGovernance deficiencies of environmental and forest funds in Pará and Mato Grosso Alice Thuault *, Brenda Brito ** and Priscilla Santos
Governance deficiencies of environmental and forest funds in Pará and Alice Thuault *, Brenda Brito ** and Priscilla Santos Many international and domestic government and civil society actors see the use
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 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 informationTechnical paper. Summary
UNITED NATIONS Distr. GENERAL FCCC/TP/2009/1 31 May 2009 ENGLISH ONLY Cost of implementing methodologies and monitoring systems relating to estimates of emissions from deforestation and forest degradation,
More informationProcessing of Fire Service Products for Wildfire Monitoring in Tanzania at MESA TAFORI Fire Station: The use of ArcGIS Software
Processing of Fire Service Products for Wildfire Monitoring in Tanzania at MESA TAFORI Fire Station: The use of ArcGIS Software 1 S. Ernest* 1 Tanzania Forestry Research Institute (TAFORI), P.O Box 1854,
More informationThe State of Forests in the Amazon Basin, Congo Basin and Southeast Asia
The State of Forests in the Amazon Basin, Congo Basin and Southeast Asia A report prepared for the Summit of the Three Rainforest Basins Brazzaville, Republic of Congo 31 May 3 June, 2011 The State of
More informationTHE INTERNATIONAL COURSE ON REMOTE SENSING AND GEOGRAPHIC INFORMATION SYSTEMS AN EXPERIENCE OF SIXTEEN YEARS.
THE INTERNATIONAL COURSE ON REMOTE SENSING AND GEOGRAPHIC INFORMATION SYSTEMS AN EXPERIENCE OF SIXTEEN YEARS. J. Ávila a, T.M. Sausen a a ISPRS - International Society for Photogrammetry and Remote Sensing
More informationIndustrial area with Hangar. Land area: 90.000 sqm Hangar area: 5.000 sqm Office area: 250 sqm Brazil Espírito Santo Serra Highway BR 101 North
Industrial area with Hangar Land area: 90.000 sqm Hangar area: 5.000 sqm Office area: 250 sqm Brazil Espírito Santo Serra Highway BR 101 North Property Location Brasil, Espírito Santo, Serra - Highway
More informationSão Paulo SP November, 20th, 2008. * Rubens C. D. Garlipp Sociedade Brasileira de Silvicultura - SBS
THE IMPORTANCE OF PLANTED FORESTS IN BRAZIL São Paulo SP November, 20th, 2008 * Rubens C. D. Garlipp Sociedade Brasileira de Silvicultura - SBS THE BRAZILIAN FORESTS- 2007 NATURAL PLANTED FLORESTA AMAZÔNICA
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 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 informationSupporting Online Material for
www.sciencemag.org/cgi/content/full/328/5983/1275/dc1 Supporting Online Material for The Incidence of Fire in Amazonian Forests with Implications for REDD Luiz E. O. C. Aragão* and Yosio E. Shimabukuro
More informationGlobal Climate Change: Carbon Reporting Initiative
United States Agency for International Development Cooperative Agreement No. EEM-A-00-06-00024-00 Global Climate Change: Carbon Reporting Initiative January 2012 Submitted by: Nancy Harris Ecosystem Services
More informationSPREADSHEET EDUCATION MATERIAL USING REMOTE SENSING IMAGE AND MAP IMAGE
SPREADSHEET EDUCATION MATERIAL USING REMOTE SENSING IMAGE AND MAP IMAGE Kiyotada Sato a, *, Ryuzo Yokoyama b a Ichinoseki National College of Technology Mechanical Engineering, Hagisho Ichinoseki City,
More informationA KNOWLEDGE-BASED APPROACH FOR REDUCING CLOUD AND SHADOW ABSTRACT
A KNOWLEDGE-BASED APPROACH FOR REDUCING CLOUD AND SHADOW Mingjun Song, Graduate Research Assistant Daniel L. Civco, Director Laboratory for Earth Resources Information Systems Department of Natural Resources
More informationMoving Ahead with REDD
Moving Ahead with REDD Issues, Options and Implications Edited by Arild Angelsen Disclaimer Any views expressed in this book are those of the authors. They do not necessarily represent the views of the
More informationEstimating Central Amazon forest structure damage from fire using sub-pixel analysis
Estimating Central Amazon forest structure damage from fire using sub-pixel analysis Angélica Faria de Resende 1 Bruce Walker Nelson 1 Danilo Roberti Alves de Almeida 1 1 Instituto Nacional de Pesquisas
More informationMODIS IMAGES RESTORATION FOR VNIR BANDS ON FIRE SMOKE AFFECTED AREA
MODIS IMAGES RESTORATION FOR VNIR BANDS ON FIRE SMOKE AFFECTED AREA Li-Yu Chang and Chi-Farn Chen Center for Space and Remote Sensing Research, National Central University, No. 300, Zhongda Rd., Zhongli
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 informationANALYSIS OF FOREST CHANGE IN FIRE DAMAGE AREA USING SATELLITE IMAGES
ANALYSIS OF FOREST CHANGE IN FIRE DAMAGE AREA USING SATELLITE IMAGES Joon Mook Kang, Professor Joon Kyu Park, Ph.D Min Gyu Kim, Ph.D._Candidate Dept of Civil Engineering, Chungnam National University 220
More informationRemote Sensing an Introduction
Remote Sensing an Introduction Seminar: Space is the Place Referenten: Anica Huck & Michael Schlund Remote Sensing means the observation of, or gathering information about, a target by a device separated
More informationImproving global data on forest area & change Global Forest Remote Sensing Survey
Improving global data on forest area & change Global Forest Remote Sensing Survey work by FAO and partners - Adam Gerrand, E. Lindquist, R. D Annunzio, M. Wilkie, FAO, - F. Achard et al. TREES team at
More informationVotorantim Industrial Sustainability Report. External Audience
Votorantim Industrial Sustainability Report External Audience Message from the Senior Management In Votorantim Group s 93 years of history, we have maintained stability and consistency in creating value,
More informationAssessing Hurricane Katrina Damage to the Mississippi Gulf Coast Using IKONOS Imagery
Assessing Hurricane Katrina Damage to the Mississippi Gulf Coast Using IKONOS Imagery Joseph P. Spruce Science Systems and Applications, Inc. John C., MS 39529 Rodney McKellip NASA Project Integration
More informationNetherlands Climate Change Studies Assistance Programme. Kees Dorland
Netherlands Climate Change Studies Assistance Programme Kees Dorland The Netherlands Climate Change Studies Assistance Programme funded by: the Netherlands, Dirtectorate General for Development Co-operation,
More informationTerraColor White Paper
TerraColor White Paper TerraColor is a simulated true color digital earth imagery product developed by Earthstar Geographics LLC. This product was built from imagery captured by the US Landsat 7 (ETM+)
More informationBrazil February Production Update and Weekly Crop Condition Report
February 27, 2014 Informa Economics South American Crop Reporting Service Brazil February Production Update and Weekly Crop Condition Report The Informa Economics staff in Brazil conducted its survey between
More informationRemote Sensing and GIS Application In Change Detection Study In Urban Zone Using Multi Temporal Satellite
Remote Sensing and GIS Application In Change Detection Study In Urban Zone Using Multi Temporal Satellite R.Manonmani, G.Mary Divya Suganya Institute of Remote Sensing, Anna University, Chennai 600 025
More informationPoverty and the WTO:
Poverty and the WTO: Impacts of the Doha Development Agenda Thomas W. Hertel (Purdue University) and L. Alan Winters (Development Research Group, The World Bank) ODI, London, 24 th January 2006 World Bank
More informationAustralia s National Carbon Accounting System. Dr Gary Richards Director and Principal Scientist
Australia s National Carbon Accounting System Dr Gary Richards Director and Principal Scientist Government Commitment The Australian Government has committed to a 10 year, 3 phase, ~$35M program for a
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 informationLand Use/ Land Cover Mapping Initiative for Kansas and the Kansas River Watershed
Land Use/ Land Cover Mapping Initiative for Kansas and the Kansas River Watershed Kansas Biological Survey Kansas Applied Remote Sensing Program April 2008 Previous Kansas LULC Projects Kansas LULC Map
More informationWATER BODY EXTRACTION FROM MULTI SPECTRAL IMAGE BY SPECTRAL PATTERN ANALYSIS
WATER BODY EXTRACTION FROM MULTI SPECTRAL IMAGE BY SPECTRAL PATTERN ANALYSIS Nguyen Dinh Duong Department of Environmental Information Study and Analysis, Institute of Geography, 18 Hoang Quoc Viet Rd.,
More informationWelcome to NASA Applied Remote Sensing Training (ARSET) Webinar Series
Welcome to NASA Applied Remote Sensing Training (ARSET) Webinar Series Introduction to Remote Sensing Data for Water Resources Management Course Dates: October 17, 24, 31 November 7, 14 Time: 8-9 a.m.
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 informationModerate- and high-resolution Earth Observation data based forest and agriculture monitoring in Russia using VEGA Web-Service
Moderate- and high-resolution Earth Observation data based forest and agriculture monitoring in Russia using VEGA Web-Service Sergey BARTALEV and Evgeny LOUPIAN Space Research Institute, Russian Academy
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 informationMulti-Temporal Wild Fire Monitoring in Lao PDR using MODIS Data
Multi-Temporal Wild Fire Monitoring in Lao PDR using MODIS Data Vivarad Phonekeo Ph. D. Geoinformatics Center (GIC) Asian Institute of Technology vivarad@ait.ac.th, vivarad@gmail.com www.vivarad.info Thatheva
More informationDigital image processing
746A27 Remote Sensing and GIS Lecture 4 Digital image processing Chandan Roy Guest Lecturer Department of Computer and Information Science Linköping University Digital Image Processing Most of the common
More information