INPE Spatial Data Infrastructure for Big Spatiotemporal Data Sets. Karine Reis Ferreira (INPE-Brazil)

Size: px
Start display at page:

Download "INPE Spatial Data Infrastructure for Big Spatiotemporal Data Sets. Karine Reis Ferreira (INPE-Brazil)"

Transcription

1 INPE Spatial Data Infrastructure for Big Spatiotemporal Data Sets Karine Reis Ferreira (INPE-Brazil)

2 INPE (Brazil) and Big Data I work at INPE (Brazilian National Institute for Space Research). Main gate of INPE in São José dos Campos city. INPE has 13 facilities in Brazil.

3 INPE (Brazil) and Big Data INPE has many projects that produce and need to deal with big spatiotemporal data sets. PRODES Brazilian Amazon forest monitoring: Deforestation and land change detection based on Earth observation images and time series analyses. time Fire monitoring application: daily fire sports detection using satellite data, for Brazil and South America. Precipitation grids. 220 Landsat scenes to cover the Amazon

4 What are we doing related to Big Data? We are developing a new Spatial Data Infrastructure (SDI) for deal with these big amount of spatiotemporal data sets.

5 What are we doing related to Big Data? We are developing a new Spatial Data Infrastructure (SDI) for deal with these big amount of spatiotemporal data sets. Spatial Data Infrastructure is a framework of spatial data, metadata, users and software tools that are interactively connected in order to use spatial data in an efficient and flexible way.

6 What are we doing related to Big Data? We are developing a new Spatial Data Infrastructure (SDI) for deal with these big amount of spatiotemporal data sets. Key idea: Develop a SDI able to process these data sets in the server side; in a way that users can analyse big spatiotemporal data sets without needing to download them. Remote visualization and analysis Software goes where the data is! Big data sets

7 INPE SDI for Big Spatiotemporal Data ü Organizing and putting these data sets together in a single SDI ü Using a new technology to store and process big EO satellite images: SciDB Array Database. PRODES, DETER, Fires,... TerraClass Amazonia e Cerrado CanaSat, Cafe, etc... MODIS, LandSat, etc... OBT Vector Data EO Satellite Image Data SciDB + R

8 INPE SDI for Big Spatiotemporal Data ü Building metadata for these data sets: ISO 19115, INDE, Linded Data + RDF + Semantic Web concepts. / RDF files PRODES, DETER, Fires,... TerraClass Amazonia e Cerrado CanaSat, Cafe, etc... MODIS, LandSat, etc... OBT Vector Data EO Satellite Image Data SciDB + R

9 INPE SDI for Big Spatiotemporal Data ü Building metadata for these data sets: ISO 19115, INDE, Linded Data + RDF + Semantic Web concepts. Cooperation with our colleague Devika (India) / RDF files PRODES, DETER, Fires,... TerraClass Amazonia e Cerrado CanaSat, Cafe, etc... MODIS, LandSat, etc... OBT Vector Data EO Satellite Image Data SciDB + R

10 INPE SDI for Big Spatiotemporal Data ü Building a discovery module able to search our metadata Discovery module - able to search both metadata / RDF files PRODES, DETER, Fires,... TerraClass Amazonia e Cerrado CanaSat, Cafe, etc... MODIS, LandSat, etc... OBT Vector Data EO Satellite Image Data SciDB + R

11 INPE SDI for Big Spatiotemporal Data ü Building web services modules for data, metadata and processing Web server of data: WMS, WFS, WCS,.. GeoServer Web server of metadata: Catalog Web Service GeoNetwork / INDE Discovery module - able to search both metadata Web services: metadata, WMS, WCS, processing / RDF files PRODES, DETER, Fires,... TerraClass Amazonia e Cerrado CanaSat, Cafe, etc... MODIS, LandSat, etc... OBT Vector Data EO Satellite Image Data SciDB + R

12 TerraLib 5.0 / TerraView 5.0 Coverage Series / Raster Web server of data: WMS, WFS, WCS,.. GeoServer Web server of metadata: Catalog Web Service GeoNetwork / INDE Discovery module - able to search both metadata Web services: metadata, WMS, WCS, processing / RDF files PRODES, DETER, Fires,... TerraClass Amazonia e Cerrado CanaSat, Cafe, etc... MODIS, LandSat, etc... OBT Vector Data EO Satellite Image Data SciDB + R

13 Final remarks ü In this training workshop, I had the opportunity to know a lot of work related to our work at INPE, exchange ideas and think about future cooperations: Cloud-based Geospatial Data analysis and services (CNIC-CAS) Linking the Earth Observation Open Data for Global Change Study (RADI-CAS)...

14 XIE XIE! THANK TO CODATA AND CHINESE ACADEMY OF SCIENCES (CAS) FOR THIS OPPORTUNITY!

TerraAmazon - The Amazon Deforestation Monitoring System - Karine Reis Ferreira

TerraAmazon - 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 information

A Hybrid Architecture for Mobile Geographical Data Acquisition and Validation Systems

A 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 information

Centre for EcologicalNoosphere Studies NAS RA CENS

Centre for EcologicalNoosphere Studies NAS RA CENS SCOPES 2009-2012 Scientific Co-operation between Eastern Europe and Switzerland Accessing Armenian Environmental data through CENS Spatial Data Infrastructure Centre for EcologicalNoosphere Studies NAS

More information

A RDF Vocabulary for Spatiotemporal Observation Data Sources

A RDF Vocabulary for Spatiotemporal Observation Data Sources A RDF Vocabulary for Spatiotemporal Observation Data Sources Karine Reis Ferreira 1, Diego Benincasa F. C. Almeida 1, Antônio Miguel Vieira Monteiro 1 1 DPI Instituto Nacional de Pesquisas Espaciais (INPE)

More information

Big data analy+cs for global change monitoring and research in forestry and agriculture. Lubia Vinhas

Big data analy+cs for global change monitoring and research in forestry and agriculture. Lubia Vinhas Big data analy+cs for global change monitoring and research in forestry and agriculture Lubia Vinhas Earth observa+on satellites and geosensor webs provide key informa+on about global change but that informa+on

More information

TerraLib as an Open Source Platform for Public Health Applications. Karine Reis Ferreira

TerraLib as an Open Source Platform for Public Health Applications. Karine Reis Ferreira TerraLib as an Open Source Platform for Public Health Applications Karine Reis Ferreira September 2008 INPE National Institute for Space Research Brazilian research institute Main campus is located in

More information

The ORIENTGATE data platform

The ORIENTGATE data platform Seminar on Proposed and Revised set of indicators June 4-5, 2014 - Belgrade (Serbia) The ORIENTGATE data platform WP2, Action 2.4 Alessandra Nuzzo, Sandro Fiore, Giovanni Aloisio Scientific Computing and

More information

INPE 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 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 information

Standardized data sharing through an open-source Spatial Data Infrastructure: the Afromaison project

Standardized data sharing through an open-source Spatial Data Infrastructure: the Afromaison project Standardized data sharing through an open-source Spatial Data Infrastructure: the Afromaison project Yaniss Guigoz - University of Geneva/GRID-Geneva 1 EcoARM2ERA and AFROMAISON Why Afromaison in this

More information

Geospatial Open Source Software As A Tool For Capacity Building. Lúbia Vinhas

Geospatial Open Source Software As A Tool For Capacity Building. Lúbia Vinhas Geospatial Open Source Software As A Tool For Capacity Building Lúbia Vinhas Empowering people with geotechnology The white-box model: results = people + methods + software People Learning by doing x learning

More information

Oklahoma s Open Source Spatial Data Clearinghouse: OKMaps

Oklahoma s Open Source Spatial Data Clearinghouse: OKMaps Oklahoma s Open Source Spatial Data Clearinghouse: OKMaps Presented by: Mike Sharp State Geographic Information Coordinator Oklahoma Office of Geographic Information MAGIC 2014 Symposium April 28-May1,

More information

The Big Data Lab for Interdisciplinary SpatiallyEnabled Science (BLISS)

The Big Data Lab for Interdisciplinary SpatiallyEnabled Science (BLISS) The Big Data Lab for Interdisciplinary SpatiallyEnabled Science (BLISS) Goal Setting up a large database of time series of changes in land use for most of the agricultural areas of the planet Agenda The

More information

The 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+ 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 information

Spatial Databases. Institute for Geoinformatics Winter Semester 2014. Malumbo Chipofya: room 109

Spatial Databases. Institute for Geoinformatics Winter Semester 2014. Malumbo Chipofya: room 109 Spatial Databases Institute for Geoinformatics Winter Semester 2014 Malumbo Chipofya: room 109 Welcome to the Course! What is a Spatial Database? What is a Spatial Database? In a nutshell Welcome to the

More information

ArcGIS Framework Plug-In: Extending the ArcGIS Desktop for ANSI Standard Framework Data to Support Government Decision Making

ArcGIS Framework Plug-In: Extending the ArcGIS Desktop for ANSI Standard Framework Data to Support Government Decision Making ArcGIS Framework Plug-In: Extending the ArcGIS Desktop for ANSI Standard Framework Data to Support Government Decision Making Final Project Report October 28, 2008 Agreement Number Organization Project

More information

Web-based spatio-temporal visualization and analysis of the Siberian Earth System Science Cluster (SIB-ESS-C)

Web-based spatio-temporal visualization and analysis of the Siberian Earth System Science Cluster (SIB-ESS-C) Web-based spatio-temporal visualization and analysis of the Siberian Earth System Science Cluster (SIB-ESS-C) Roman Gerlach Supervisor: Prof. C. Schmullius (Dept. of Geography, Friedrich-Schiller-University

More information

smespire - Exercises for the Hands-on Training on INSPIRE Network Services April 2014 Jacxsens Paul SADL KU Leuven

smespire - Exercises for the Hands-on Training on INSPIRE Network Services April 2014 Jacxsens Paul SADL KU Leuven smespire - Exercises for the Hands-on Training on INSPIRE Network Services April 2014 Jacxsens Paul SADL KU Leuven These exercises aim at people who already have some basic knowledge of INSPIRE Network

More information

Cloud-based Geospatial Data services and analysis

Cloud-based Geospatial Data services and analysis Cloud-based Geospatial Data services and analysis Xuezhi Wang Scientific Data Center Computer Network Information Center Chinese Academy of Sciences 2014-08-25 Outlines 1 Introduction of Geospatial Data

More information

WP6. e-soter Web Services: Status and Way Ahead to a Global Soil Information Service Yusuf YIGINI EU Joint Research Centre

WP6. e-soter Web Services: Status and Way Ahead to a Global Soil Information Service Yusuf YIGINI EU Joint Research Centre e-soter Regional pilot platform as EU contribution to a Global Soil Observing System WP6. e-soter Web Services: Status and Way Ahead to a Global Soil Information Service Yusuf YIGINI EU Joint Research

More information

The CBERS satellite, data policy and social benefits

The CBERS satellite, data policy and social benefits GEO Capacity Building Workshop, May 2006 The CBERS satellite, data policy and social benefits Gilberto Câmara Director, National Institute for Space Research From EO to societal benefits source: NASA Knowledge

More information

National Institute for Space Research (INPE) Earth Science System Center (CCST)

National 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 information

Agile Retrieval of Big Data with. EarthServer. ECMWF Visualization Week, Reading, 2015-sep-29

Agile Retrieval of Big Data with. EarthServer. ECMWF Visualization Week, Reading, 2015-sep-29 Agile Retrieval of Big Data with EarthServer ECMWF Visualization Week, Reading, 2015-sep-29 Peter Baumann Jacobs University rasdaman GmbH baumann@rasdaman.com [co-funded by EU through EarthServer, PublicaMundi]

More information

Interview. Jeroen Ticheler (www.ticheler.net) Owner of GeoCat BV - Chair and founder of the GeoNetwork Opensource project.

Interview. Jeroen Ticheler (www.ticheler.net) Owner of GeoCat BV - Chair and founder of the GeoNetwork Opensource project. Interview By Felipe Costa Arquivo pessoal Jeroen Ticheler (www.ticheler.net) Owner of GeoCat BV - Chair and founder of the GeoNetwork Opensource project. FOSSGIS: How has your work at the Food and Agriculture

More information

From Geoportal to Spatial Data Service Platform. Jani Kylmäaho National Land Survey of Finland Development Centre

From Geoportal to Spatial Data Service Platform. Jani Kylmäaho National Land Survey of Finland Development Centre From Geoportal to Spatial Data Service Platform Jani Kylmäaho National Land Survey of Finland Development Centre 29.6.2012 Introduction National Land Survey of Finland - 1900 employees Development Centre

More information

Open Source Visualisation with ADAGUC Web Map Services

Open Source Visualisation with ADAGUC Web Map Services Open Source Visualisation with ADAGUC Web Map Services Maarten Plieger Ernst de Vreede John van de Vegte, Wim Som de Cerff, Raymond Sluiter, Ian van der Neut, Jan Willem Noteboom 1 ADAGUC project Cooperative

More information

FOSSGIS: What is the future of Geonetwork? What changes are planned?

FOSSGIS: What is the future of Geonetwork? What changes are planned? FOSSGIS: What are the most prominent successful cases in using Geonetwork? JEROEN TICHELER: The first was within the United Nations system itself. GeoNetwork is in use in most of the specialized agencies

More information

Sextant. Spatial Data Infrastructure for Marine Environment. C. Satra Le Bris, E. Quimbert, M. Treguer

Sextant. Spatial Data Infrastructure for Marine Environment. C. Satra Le Bris, E. Quimbert, M. Treguer Sextant On-Line information system for marine geographical information E. Quimbert, M. Bellouis, F. Lecuy, M. Treguer Centre de Bretagne BP 70, Plouzané 29280 France E-mail: sextant@ifremer.fr Sextant

More information

Introduction to Geospatial Web Services

Introduction to Geospatial Web Services Geospatial Web Services Introduction to Geospatial Web Services An introduction and inventory of geospatial web services and their importance to interoperability in the geospatial domain. vers. 20100604

More information

Fields as a Generic Data Type for Big SpaLal Data

Fields as a Generic Data Type for Big SpaLal Data Fields as a Generic Data Type for Big SpaLal Data Gilberto Camara, Max J. Egenhofer, Karine Ferreira, Pedro Andrade, Gilberto Queiroz, Alber Sanchez, Jim Jones, and Lubia Vinhas image: INPE mobile devices

More information

Enabling embedded maps

Enabling embedded maps Enabling embedded maps Case: National geoportal of Finland Antti Rainio National Land Survey of Finland Trends: Web Services, Mapping Mashup, Open Source, Open Data Decentralised data s Service interfaces

More information

GeoNetwork, The Open Source Solution for the interoperable management of geospatial metadata

GeoNetwork, The Open Source Solution for the interoperable management of geospatial metadata GeoNetwork, The Open Source Solution for the interoperable management of geospatial metadata Ing. Emanuele Tajariol, GeoSolutions Ing. Simone Giannecchini, GeoSolutions GeoSolutions GeoSolutions GeoNetwork

More information

Web and Mobile GIS Applications Development

Web and Mobile GIS Applications Development Web and Mobile GIS Applications Development Presented by : Aamir Ali Manager Section Head (GIS Software Customization) Pakistan Space and Upper Atmosphere Research Commission (SUPARCO) Geographical Information

More information

UN-REDD FAO & Brazil s INPE:

UN-REDD FAO & Brazil s INPE: South-South Cooperation Case Study UN-REDD FAO & Brazil s INPE: Building Capacities for National Satellite Forest Monitoring I. Executive Summary: The UN-REDD Programme is the United Nations collaborative

More information

Handling Heterogeneous EO Datasets via the Web Coverage Processing Service

Handling Heterogeneous EO Datasets via the Web Coverage Processing Service Handling Heterogeneous EO Datasets via the Web Coverage Processing Service Piero Campalani a*, Simone Mantovani b, Alan Beccati a, a a a Jacobs University Bremen (DE) / b MEEO Srl (IT) * {p.campalani@jacobs-university.de

More information

Big Data Volume & velocity data management with ERDAS APOLLO. Alain Kabamba Hexagon Geospatial

Big Data Volume & velocity data management with ERDAS APOLLO. Alain Kabamba Hexagon Geospatial Big Data Volume & velocity data management with ERDAS APOLLO Alain Kabamba Hexagon Geospatial Intergraph is Part of the Hexagon Family Hexagon is dedicated to delivering actionable information through

More information

Discussing the role of university in spatial data infrastructure construction: issues and challenges for UERJ-V-SDI

Discussing the role of university in spatial data infrastructure construction: issues and challenges for UERJ-V-SDI Discussing the role of university in spatial data infrastructure construction: issues and challenges for UERJ-V-SDI José Augusto Sapienza Ramos, Carlos Eduardo Gonçalves Ferreira {sapienza, carlos.ferreira}@labgis.uerj.br

More information

Enterprise GIS Solutions to GIS Data Dissemination

Enterprise GIS Solutions to GIS Data Dissemination Enterprise GIS Solutions to GIS Data Dissemination ESRI International User Conference July 13 17, 2009 Wendy M. Turner Senior GIS Engineer & Program Manager Freedom Consulting Group, LLC Building the Enterprise

More information

Lesson 15 - Fill Cells Plugin

Lesson 15 - Fill Cells Plugin 15.1 Lesson 15 - Fill Cells Plugin This lesson presents the functionalities of the Fill Cells plugin. Fill Cells plugin allows the calculation of attribute values of tables associated with cell type layers.

More information

Web Mapping and Geospatial Web: An Introductory Course for Geographers and Geoscientists

Web Mapping and Geospatial Web: An Introductory Course for Geographers and Geoscientists Web Mapping and Geospatial Web: An Introductory Course for Geographers and Geoscientists Emmanuel Stefanakis Department of Geodesy and Geomatics Engineering University of New Brunswick Fredericton, NB,

More information

EXPLORING AND SHARING GEOSPATIAL INFORMATION THROUGH MYGDI EXPLORER

EXPLORING AND SHARING GEOSPATIAL INFORMATION THROUGH MYGDI EXPLORER EXPLORING AND SHARING GEOSPATIAL INFORMATION THROUGH MYGDI EXPLORER Subashini Panchanathan Malaysian Centre For Geospatial Data Infrastructure ( MaCGDI ) Ministry of National Resources and Environment

More information

Implementation of information system to respond to a nuclear emergency affecting agriculture and food products - Case of Morocco

Implementation of information system to respond to a nuclear emergency affecting agriculture and food products - Case of Morocco Centre National de l énergie des sciences et techniques nucléaires (CNESTEN-Morocco) Implementation of information system to respond to a nuclear emergency affecting agriculture and food products - Case

More information

Advanced Image Management using the Mosaic Dataset

Advanced Image Management using the Mosaic Dataset Esri International User Conference San Diego, California Technical Workshops July 25, 2012 Advanced Image Management using the Mosaic Dataset Vinay Viswambharan, Mike Muller Agenda ArcGIS Image Management

More information

VISUAL INSPECTION OF EO DATA AND PRODUCTS - OVERVIEW

VISUAL INSPECTION OF EO DATA AND PRODUCTS - OVERVIEW WMS services from the EUMETSAT real-time Image Gallery Uwe Voges (1), Michael Schick (2), Udo Einspanier (1) (1) con terra GmbH Martin-Luther-King-Weg 24, 48155, Münster, Germany EMail: (U.Voges U.Einspanier)@conterra.de

More information

UK Location Programme

UK Location Programme Location Information Interoperability Board Data Publisher How To Guide Understand the background to establishing an INSPIRE View Service using GeoServer DOCUMENT CONTROL Change Summary Version Date Author/Editor

More information

Smart Cities require Geospatial Data Providing services to citizens, enterprises, visitors...

Smart Cities require Geospatial Data Providing services to citizens, enterprises, visitors... Cloud-based Spatial Data Infrastructures for Smart Cities Geospatial World Forum 2015 Hans Viehmann Product Manager EMEA ORACLE Corporation Smart Cities require Geospatial Data Providing services to citizens,

More information

GeoMedia Product Update. Title of Presentation. Lorilie Barteski October 15, 2008 Edmonton, AB

GeoMedia Product Update. Title of Presentation. Lorilie Barteski October 15, 2008 Edmonton, AB Product Update Title of Presentation Lorilie Barteski Edmonton, AB Know the audience poll Existing /Pro users Version 6.1 Version 6.0 Version 5.2 or earlier Existing WebMap users Version 6.1 Version 6.0

More information

e-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 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 information

DEVELOPMENT 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. 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 information

Progress in Creating a Global Polar Metadata Interoperability Network

Progress in Creating a Global Polar Metadata Interoperability Network Progress in Creating a Global Polar Metadata Interoperability Network Julie E. Friddell Canadian Cryospheric Information Network/Polar Data Catalogue Department of Geography, University of Waterloo Canada

More information

Earth Observation Group

Earth Observation Group Centrum Badań Kosmicznych Polskiej Akademii Nauk of the Polish Academy of Sciences Aleksandra Grzegorczyk, Sebastian Aleksandrowicz Tel: (+8) 22 9 66 286 Fax: (+8) 22 8 03 131 e-mail: agrzegorczyk@cbk.waw.pl

More information

A Big Picture for Big Data

A Big Picture for Big Data Supported by EU FP7 SCIDIP-ES, EU FP7 EarthServer A Big Picture for Big Data FOSS4G-Europe, Bremen, 2014-07-15 Peter Baumann Jacobs University rasdaman GmbH p.baumann@jacobs-university.de Our Stds Involvement

More information

Combining automated satellite based flood mapping with exposure mapping for flood risk assessment and management

Combining automated satellite based flood mapping with exposure mapping for flood risk assessment and management DLR.de Chart 1 > United Nations/Germany Expert Meeting > A. Twele and F. Hummel > 05 06 2014 Combining automated satellite based flood mapping with exposure mapping for flood risk assessment and management

More information

GIS AS A DECISION SUPPORT FOR SUPPLY CHAIN MANAGEMENT

GIS AS A DECISION SUPPORT FOR SUPPLY CHAIN MANAGEMENT Paper Reference No.: PN-253 GIS AS A DECISION SUPPORT FOR SUPPLY CHAIN MANAGEMENT Sanjay Kumar 1 and Suneeta Agrawal 2 1. M. Tech. (GIS & Remote Sensing); GIS Cell; MNNIT, Allahabad, India (E-mail: saj.mnnit@gmail.com)

More information

GEOPROCESSING TECHNOLOGIES AT DPI - INPE. SPRING TerraLib e Products Education Image Catalogs Conclusions

GEOPROCESSING TECHNOLOGIES AT DPI - INPE. SPRING TerraLib e Products Education Image Catalogs Conclusions GEOPROCESSING TECHNOLOGIES AT DPI - INPE SPRING TerraLib e Products Education Image Catalogs Conclusions SPRING Sistema de PRocessamento de INformações Georeferenciadas Introduction Image Processing Thematic

More information

http://opendata.comune.fi.it

http://opendata.comune.fi.it The Environmental Observation Web and its Service Applications within the Future Internet OPENDATA IN CITY OF FLORENCE Gianluca Vannuccini Head of the IT Infrastructure Development Office IT Department

More information

MSDI: Workflows, Software and Related Data Standards

MSDI: Workflows, Software and Related Data Standards MSDI: Workflows, Software and Related Data Standards By Andy Hoggarth October 2009 Introduction Leveraging SDI principles for hydrographic operational efficiency French INFRAGEOS example (SHOM - Service

More information

Detection of Selective Logging for Estimating and Monitoring Forest Degradation: methodologies and experiences in Brazil

Detection of Selective Logging for Estimating and Monitoring Forest Degradation: methodologies and experiences in Brazil Detection of Selective Logging for Estimating and Monitoring Forest Degradation: methodologies and experiences in Brazil Thelma Krug National Institute for Space Research INPE Ministry of Science and Technology

More information

Building a SDI for small countries the Portuguese example

Building a SDI for small countries the Portuguese example Building a SDI for small countries the Portuguese example Rui Pedro Julião Instituto Geográfico Português Deputy Director-General rpj@igeo.pt Abstract Portugal was one of the SDI pioneers in the beginning

More information

TerraLib: An Open Source GIS Library for Large-Scale Environmental and Socio-Economic Applications

TerraLib: An Open Source GIS Library for Large-Scale Environmental and Socio-Economic Applications Chapter 12 TerraLib: An Open Source GIS Library for Large-Scale Environmental and Socio-Economic Applications Gilberto Câmara, Lúbia Vinhas, Karine Reis Ferreira, Gilberto Ribeiro de Queiroz, Ricardo Cartaxo

More information

Innovation and new land monitoring services for climate change, forests and agroforestry

Innovation 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 information

INTEROPERABLE IMAGE DATA ACCESS THROUGH ARCGIS SERVER

INTEROPERABLE IMAGE DATA ACCESS THROUGH ARCGIS SERVER INTEROPERABLE IMAGE DATA ACCESS THROUGH ARCGIS SERVER Qian Liu Environmental Systems Research Institute 380 New York Street Redlands, CA92373, U.S.A - qliu@esri.com KEY WORDS: OGC, Standard, Interoperability,

More information

ArcGIS Server Implementation HIGHS and lows

ArcGIS Server Implementation HIGHS and lows ArcGIS Server Implementation HIGHS and lows GIS-T March 2011 Eric Abrams Iowa DOT Eric.abrams@dot.iowa.gov Agenda The Problem Timeline Future Discussion/Questions The Problem - 2006 How does Iowa DOT integrate

More information

Managing a Geographic Database From Mobile Devices Through OGC Web Services

Managing a Geographic Database From Mobile Devices Through OGC Web Services Managing a Geographic Database From Mobile Devices Through OGC Web Services Nieves R. Brisaboa 1, Miguel R. Luaces 1, Jose R. Parama 1, and Jose R. Viqueira 2 1 Database Laboratory, University of A Coruña,

More information

CDI/THREDDS Interoperability: the SeaDataNet developments. P. Mazzetti 1,2, S. Nativi 1,2, 1. CNR-IMAA; 2. PIN-UNIFI

CDI/THREDDS Interoperability: the SeaDataNet developments. P. Mazzetti 1,2, S. Nativi 1,2, 1. CNR-IMAA; 2. PIN-UNIFI CDI/THREDDS Interoperability: the SeaDataNet developments P. Mazzetti 1,2, S. Nativi 1,2, 1. CNR-IMAA; 2. PIN-UNIFI Outline Interoperability Issues in SeaDataNet A broker solution for CDI/THREDDS interoperability

More information

Short 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 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 information

Choosing the right GIS framework for an informed Enterprise Web GIS Solution

Choosing the right GIS framework for an informed Enterprise Web GIS Solution 13 ANNUAL INTERNATIONAL CONFERENCE AND EXHIBITION ON GEOSPATIAL INFORMATION TECHNOLOGY AND APPLICATIONS Epicentre; Gurgaon, India; 19-21 January, 2010 Choosing the right GIS framework for an informed Enterprise

More information

11-12 June 2015, Bari-Italy. Stefano Nativi CNR-IIA

11-12 June 2015, Bari-Italy. Stefano Nativi CNR-IIA 11-12 June 2015, Bari-Italy Stefano Nativi CNR-IIA Coordinating an Observation Network of Networks EnCompassing satellite and IN-situ to fill the Gaps in European Observations GEOSS Information System

More information

George Mason University (GMU)

George Mason University (GMU) George Mason University (GMU) Center for Spatial Information Science and Systems Organization (CSISS) 4400 University Drive, MSN 6E1 George Mason University Fairfax, VA 22030, USA Telephone: +1 703 993

More information

Large Area Mapping of Forest and Land Cover from ALOS/PALSAR data. Wayne Walker, Josef Kellndorfer, Alessandro Baccini, Scott Goetz, & Nadine Laporte

Large Area Mapping of Forest and Land Cover from ALOS/PALSAR data. Wayne Walker, Josef Kellndorfer, Alessandro Baccini, Scott Goetz, & Nadine Laporte Large Area Mapping of Forest and Land Cover from ALOS/PALSAR data Wayne Walker, Josef Kellndorfer, Alessandro Baccini, Scott Goetz, & Nadine Laporte Ruhengeri Rwanda June 21-24, 2011 The Woods Hole Research

More information

Agile Analytics on Extreme-Size Earth Science Data

Agile Analytics on Extreme-Size Earth Science Data Agile Analytics on Extreme-Size Earth Science Data COPERNICUS Big Data Workshop Brussels / BE, 2014-mar-14 Peter Baumann Jacobs University rasdaman GmbH p.baumann@jacobs-university.de What are the Big

More information

Spatial Data Infrastructures - trends and impacts on society. Max Craglia Joint Research Centre Digital Earth and Reference Data Unit

Spatial Data Infrastructures - trends and impacts on society. Max Craglia Joint Research Centre Digital Earth and Reference Data Unit Spatial Data Infrastructures - trends and impacts on society Max Craglia Joint Research Centre Digital Earth and Reference Data Unit Outline Where we were 20 years ago Where we are now Where we are going

More information

Task AR-09-01a Progress and Contributions

Task AR-09-01a Progress and Contributions Doug Nebert, POC U.S. Geological Survey ddnebert@usgs.gov March 2010 Task AR-09-01a Progress and Contributions Background and scope for AR-09-01a This Task defines the minimum, common technical capabilities

More information

WCS as a Download Service for Big (and Small) Data

WCS as a Download Service for Big (and Small) Data WCS as a Download Service for Big (and Small) Data INSPIRE 2013 Florence, Italy, 2013-jun-25 Peter Baumann 1, Stephan Meissl 2, Alan Beccati 1 1 Jacobs University rasdaman GmbH, Bremen, Germany 2 EOX GmbH,

More information

Secure your GIS. Protecting GIS applications suites. camptocamp / 9. septembre 2010 / www.camptocamp.com / info@camptocamp.com

Secure your GIS. Protecting GIS applications suites. camptocamp / 9. septembre 2010 / www.camptocamp.com / info@camptocamp.com Secure your GIS Protecting GIS applications suites camptocamp / 9. septembre 2010 / www.camptocamp.com / info@camptocamp.com Outline - Camptocamp SA - Introduction Green field Heterogenous FOSS applications

More information

gvsig: Open Source GIS client. Spatial Data Infrastructure Client.

gvsig: Open Source GIS client. Spatial Data Infrastructure Client. Séminaire gvsig Rennes, 31 Mars 2006 gvsig: Open Source GIS client. Spatial Data Infrastructure Client. Luis W. Sevilla Gabriel Carrión Rico Martín García Hernández Francisco J. Peñarrubia Alvaro A. Anguix

More information

OPEN STANDARD WEB SERVICES FOR VISUALISATION OF TIME SERIES DATA OF FLOOD MODELS

OPEN STANDARD WEB SERVICES FOR VISUALISATION OF TIME SERIES DATA OF FLOOD MODELS OPEN STANDARD WEB SERVICES FOR VISUALISATION OF TIME SERIES DATA OF FLOOD MODELS Barend Köbben FRMRC RPA 7 Workshop visualisations and flow simulations as flood risk communication tools

More information

Use of ISO standards by NERC (a snapshot!)

Use of ISO standards by NERC (a snapshot!) Use of ISO standards by NERC (a snapshot!) Dr Andrew Woolf andrew.woolf@stfc.ac.uk STFC Rutherford Appleton Laboratory Outline NERC overview The NERC SDI Metadata Data Services Standards activities UK/EU

More information

WCS as Candidate INSPIRE Download Service for Coverage Data

WCS as Candidate INSPIRE Download Service for Coverage Data WCS as Candidate INSPIRE Download Service for Coverage Data Alexander Kotsev www.jrc.ec.europa.eu Serving society Stimulating innovation Supporting legislation Context NS Regulation defines two types of

More information

Data interchange between Web client based task controllers and management information systems using ISO and OGC standards

Data interchange between Web client based task controllers and management information systems using ISO and OGC standards Data interchange between Web client based task controllers and management information systems using ISO and OGC standards Michael Nørremark 1*, Ole Jørgensen 1, Jens Bligaard 2 and Claus G. Sørensen 1

More information

Geospatial exploitation Products. GXP WebView. Powered by the GXP Platform

Geospatial exploitation Products. GXP WebView. Powered by the GXP Platform Geospatial exploitation Products GXP WebView Powered by the GXP Platform Exploitation Capabilities GXP WebView Powered by the GXP Platform Detailed annotation (text, points, lines, and polygons) Distance,

More information

Report of the technical assessment of the proposed forest reference emission level of Brazil submitted in 2014

Report 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 information

GeoMedia & Geostandaarden. Frank Langelaan

GeoMedia & Geostandaarden. Frank Langelaan GeoMedia & Geostandaarden Frank Langelaan Invloeden van standaarden 2 Industrie trends 3 Technolgie trends 4 5 Architectuur trends Keeping up with advances in hardware and operating systems Windows XP

More information

Tools for National Forest Monitoring Systems in the context of REDD+

Tools 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 information

ArcGIS. Server. A Complete and Integrated Server GIS

ArcGIS. Server. A Complete and Integrated Server GIS ArcGIS Server A Complete and Integrated Server GIS ArcGIS Server A Complete and Integrated Server GIS ArcGIS Server enables you to distribute maps, models, and tools to others within your organization

More information

Distributed Computing. Mark Govett Global Systems Division

Distributed Computing. Mark Govett Global Systems Division Distributed Computing Mark Govett Global Systems Division Modeling Activities Prediction & Research Weather forecasts, climate prediction, earth system science Observing Systems Denial experiments Observing

More information

Metadata for Data Discovery: The NERC Data Catalogue Service. Steve Donegan

Metadata for Data Discovery: The NERC Data Catalogue Service. Steve Donegan Metadata for Data Discovery: The NERC Data Catalogue Service Steve Donegan Introduction NERC, Science and Data Centres NERC Discovery Metadata The Data Catalogue Service NERC Data Services Case study:

More information

DISMAR implementing an OpenGIS compliant Marine Information Management System

DISMAR implementing an OpenGIS compliant Marine Information Management System DISMAR implementing an OpenGIS compliant Marine Information Management System Éamonn Ó T uama, Coastal & Marine Resources Centre, ERI, University College Cork. DISMAR DISMAR (Data Integration System for

More information

On the Efficient Evaluation of Array Joins

On the Efficient Evaluation of Array Joins [co-funded by EU through H2020 EarthServer -2] On the Efficient Evaluation of Array Joins Big Data in the Geosciences Workshop IEEE Big Data, Santa Clara, US, 2015-oct-29 Peter Baumann, Vlad Merticariu

More information

NCDC's Application of Climate Data to Tourism Business Decision-Making

NCDC's Application of Climate Data to Tourism Business Decision-Making NCDC's Application of Climate Data to Tourism Business Decision-Making Climate, Weather, and Tourism Workshop November 14-15, 2008 East Carolina University Greenville, NC Neal Lott NOAA s National Climatic

More information

2009 CAP Grant Kickoff USGS, Reston, VA May 21, 2009

2009 CAP Grant Kickoff USGS, Reston, VA May 21, 2009 Leveraging GOS Map and Data Services for Search and Rescue Operations using NASA WorldWind Open Source 3D Visualization Platform Nadine Alameh, Ph.D. MobiLaps LLC 2009 CAP Grant Kickoff USGS, Reston, VA

More information

NetCDF and HDF Data in ArcGIS

NetCDF and HDF Data in ArcGIS 2013 Esri International User Conference July 8 12, 2013 San Diego, California Technical Workshop NetCDF and HDF Data in ArcGIS Nawajish Noman Kevin Butler Esri UC2013. Technical Workshop. Outline NetCDF

More information

Network for testing GI services

Network for testing GI services Network for testing GI services Anders Östman GIS Institute, University of Gävle, Nobelvägen 2, SE 80176, Gävle, Sweden Anders.Ostman@hig.se Abstract. The use of standards is essential when building a

More information

Analyzing temporal and spatial dynamics of deforestation in the Amazon: a case study in the Calha Norte region, State of Pará, Brazil

Analyzing 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 information

CB OAT Implementation CB-09-05. Infrastructure Development and Technology Transfer for Information Access

CB OAT Implementation CB-09-05. Infrastructure Development and Technology Transfer for Information Access CB OAT Implementation CB-09-05 Infrastructure Development and Technology Transfer for Information Access Overarching Task Definition CB-09-05 Infrastructure Development and Technology Transfer for Information

More information

The Matsu Wheel: A Cloud-based Scanning Framework for Analyzing Large Volumes of Hyperspectral Data

The Matsu Wheel: A Cloud-based Scanning Framework for Analyzing Large Volumes of Hyperspectral Data The Matsu Wheel: A Cloud-based Scanning Framework for Analyzing Large Volumes of Hyperspectral Data Maria Patterson, PhD Open Science Data Cloud Center for Data Intensive Science (CDIS) University of Chicago

More information

CURSO Inspire INSPIRE. SPEAKER: Pablo Echamendi Lorente. JEUDI 23/ THURSDAY 23 rd W S V : G E O S P A T I A L D A T A A C C E S S

CURSO Inspire INSPIRE. SPEAKER: Pablo Echamendi Lorente. JEUDI 23/ THURSDAY 23 rd W S V : G E O S P A T I A L D A T A A C C E S S CURSO Inspire JEUDI 23/ THURSDAY 23 rd SPEAKER: Pablo Echamendi Lorente WS 5 SCHEDULE WMS OVERVIEW ACTIONS OGC SPECIFICATIONS OTHER SERVICES OVERVIEW proposal: Member States shall establish and operate

More information

Guidance and Requirements for. NCCWSC/CSC Data Management Plans

Guidance and Requirements for. NCCWSC/CSC Data Management Plans Guidance and Requirements for NCCWSC/CSC Plans (Required for NCCWSC and CSC Proposals and Funded Projects) Prepared by the CSC/NCCWSC Working Group Emily Fort, Data and IT Manager for the National Climate

More information

The Courses. Covering complete breadth of GIS technology from ESRI including ArcGIS, ArcGIS Server and ArcGIS Engine.

The Courses. Covering complete breadth of GIS technology from ESRI including ArcGIS, ArcGIS Server and ArcGIS Engine. ESRI India: Corporate profile ESRI India A profile India s Premier GIS Company Strategic alliance between ESRI Inc. and NIIT Technologies Adjudged as India s Best GIS Solutions Company - Map India 2001

More information

Review for Introduction to Remote Sensing: Science Concepts and Technology

Review 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

The needs on big data management for Operational Geo-Info Services: Emergency Response, Maritime surveillance, Agriculture Management

The needs on big data management for Operational Geo-Info Services: Emergency Response, Maritime surveillance, Agriculture Management Copernicus Big-Data Workshop 2014, 13/14 March The needs on big data management for Operational Geo-Info Services: Emergency Response, Maritime surveillance, Agriculture Management Marco Corsi e-geos 1

More information