TerraLib as an Open Source Platform for Public Health Applications. Karine Reis Ferreira
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1 TerraLib as an Open Source Platform for Public Health Applications Karine Reis Ferreira September 2008
2 INPE National Institute for Space Research Brazilian research institute Main campus is located in São José dos Campos in São Paulo state 1,600 employees 6 graduate courses
3 INPE National Institute for Space Research Some researches and services: CBERS China-Brazil Earth Resources Satellite Weather Forecast and Climate Studies PRODES: Monitoring of Amazon Deforestation PROARCO: Fire Monitoring Free geo softwares CBERS 2B
4 DPI Image Processing Division History developing geographical softwares Free GIS Geographical files and DBMS Desktop and Multiplatform Image Processing, Spatial Analysis, Edition, downloads Free and Open Source Geographical Software Library (TerraLib) and Geographical Application (TerraView) Spatial DBMS Client-Server and Multiplatform now
5 TerraLib Library to develop geographical applications C++ language Free and Open Source LGPL Extensive use DBMS MySQL, PostGIS Oracle, Oracle Spatial, SQLServer Spatial operations, image processing, spatial analysis,...
6 TerraLib web site (
7 TerraLib OGC Web Service support Environmental Modeling support
8 TerraView Geographical application built using TerraLib Is an example of: how to build a geographical application using TerraLib what you can do using this library Free and Open Source LGPL
9 TerraView Set of graphical interfaces (QT toolkit) that use the TerraLib functionalities.
10 TerraView web site (
11 TerraView Plug-ins Add new graphical interfaces and functionalities to TerraView and customize it through plug-ins Plug-ins menu Ex.: Mosaic Images Plug-in
12 Brazilian Public Health Problems Aedes aegypti mosquito Endemic Diseases Dengue Fever Malaria Leptospirosis Anopheles mosquito Cases in Brazil Infected Died year Dengue Fever 559, Malaria 457, Leptospirosis 2, [Source: Ministry of Health, 2008]
13 Brazilian Public Health Problems Violence Total rate: 27 homicides per inhabitants per year 30 or 40 times higher than that of England, France, Austria and Japan [Source: Julio Jacobo Waiselfisz, 2007] Homicide rates 2002/2004
14 Applications for Public Health Software tools able to: detect epidemic outbreaks and spatio-temporal clusters model and identify risk and protection factors in endemic and epidemic moments integrate environmental information, risk factor detection, and warning methods
15 TerraLib Solutions for Public Health Projects networking health institutes, universities and government department: Join specialists from different areas Examples: SAUDAVEL and EUREQA Free and open source tools Built using TerraLib library Examples: TerraStat, TerraCrime, art and TerraCluster plug-ins
16 SAUDAVEL Project A Surveillance System to control, alert and intervene epidemic and endemic diseases, like Dengue Fever and Leptospirosis.
17 SAUDAVEL Project Central experiment: Monitoring Dengue Fever in Recife city, based on egg traps for Aedes aegypti and Aedes albopictus mosquito. 100 georeferenced egg traps in each site.
18 EUREQA Project Goal: Explore bacterial infections and resistance dynamics and their spatio-temporal correlations with antimicrobial usage density.
19 EUREQA Project Case study: community urinary tract infections (cutis) caused by Escherichia coli bacteria in São Paulo city.
20 TerraStat A library with spatial statistic functions: Moran Index, Local Mean,... Kernel Map and Kernel Ratio Map Skater Semivariogram Empirical Bayes Developed by LESTE and INPE Distributed with TerraLib
21 TerraCrime A surveillance system to control and alert crime occurrences. CRISP + LESTE + INPE
22 art = R-TerraLib API Interface between the statistic software R and the geographical library TerraLib. R: language and environment for graphics and statistical analysis ( Developed by Laboratory of Statistics and GeoInformation (LEG) at Federal University of Paraná. Available at
23 art data TerraLib R packages - spatial statistics - geostatistics - global and local spatial patterns - analysis of point patterns statistics Spatial DBMS - Handle raster and vector data - Store and retrieve them from spatial DBMS - Geoprocessing algorithms, such as neighborhood construction
24 art = R-TerraLib API R package for information exchange GRASS, RarcInfo and art art: R package that encapsulates TerraLib concepts
25 TerraCluster An ongoing collaborative project INPE (National Institute for Space Research) LESTE (Spatial Statistics Laboratory at Federal University of Minas Gerais) SVC (Secretary of Health Surveillance) 25 TerraView plug-ins for: Spatial temporal cluster detection Analyses of point patterns Rate estimation
26 TerraCluster: Grimson plug-in A method to detect if objects with high risk are randomly distributed in space Cases of meningitis in Belo Horizonte city.
27 TerraCluster: Spatial Scan plug-in A method to detect to detect spatial cluster Deaths caused by esophagus cancer in Parana state.
28 TerraCluster: Shiryayev-Roberts Surveillance System plug-in A method to detect and alert spatio-temporal clusters based on events Cases of meningitis in Belo Horizonte city.
29 TerraCluster Download plug-ins at: Some references about implemented methods: Grimson, R.C. (1989) Assessing patterns of epidemiological events in spacetime. In Proceedings of the 1989 Public Health Conference on Records and Statistics. Hyattsville, MD: National Center for Health Statistics. Assunção, R., Costa, M., Tavares, A. and Ferreira, S. (2006) Fast detection of arbitrarily shaped disease clusters. Statistics in Medicine, 25, Correa, T.R. and Assunção, R.M. (2007) Shiryayev-Roberts Method to Detect Space-Time Emerging Clusters. In: Davis, C.A Jr. and Monteiro, A.M.V. (eds.) Advances in GeoInformatics, Heidelberg: Springer,
30 Conclusion Projects networking researches from different areas + Open source tools for advanced spatio-temporal analyses, based on TerraLib Authors: Karine Reis Ferreira, Lúbia Vinhas, Antônio Miguel Vieira Monteiro, Gilberto Ribeiro Queiroz, Emiliano Ferreira Castejon, Juan Carlos Garrido, Lauro Tsutomu Hara, Pedro Ribeiro de Andrade Neto, Paulo Justiniano Ribeiro Junior and Renato Martins Assunção
31 Thank you! Karine Reis Ferreira home page:
TerraAmazon - The Amazon Deforestation Monitoring System - Karine Reis Ferreira
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