Showing posts with label IBGE. Show all posts
Showing posts with label IBGE. Show all posts

Wednesday, February 24, 2016

Where to find high spatial resolution data on population distribution

This post points you to six free sources of high spatial resolution data on population distribution.

1. Gridded Population of the World (GPW) brings population estimates at a resolution of approx. 1km. This dataset results from a collaboration between CIESIN / Columbia University and Sedac / Nasa

2. WorldPop brings population estimates at a resolution of approx. 100 meters for different years. This project goes a bit further as it also includes some population characteristics like age and sex structures, births, pregnancies, and poverty. The project is directed by Andy Tatem and it involves a number of collaborators from the University of Southampton, the University of Oxford, the World Bank and the Flowminder Foundation. They also do a fantastic job in terms of transparency, by getting their data and methods published in peer-review journals.


credit: Worldpop

3. More recently, CIESIN announced they are partnering with Facebook’s Connectivity Lab. The idea of the project is to create the highest resolution maps of population distribution ever created (5 meters) by applying image recognition algorithms to analyze high resolution satellite imagery. The project has already applied this method to 21 countries and the data output is gradually being released for download on their webpage (I thank Rafael Marinho for the pointer)

4. [update Oct 2016] Another source comes from the European Commission and its Global Human Settlement (GHS) framework, which combines fine-scale satellite imagery, census data, and volunteered geographic information. This project brings population estimates at resolutions of 250 meters and 1km approx for different years (1975, 1990, 2000 and 2015). I thank Jim for the pointer.

5. [update Nov 2016] Eurostat and EFGS has also produced population-grid datasets in the years 2006 and 2011 for member countries of the European Union. They use a resolution of 1km and data from population and housing census. I thank Marcin Stepniak for the pointer.

6. Brazilian bonus: IBGE (the Census Bureau of Brazil) has also made publicly available a gridded population dataset with a resolution of 200 meters, which comes from the PhD thesis of Maria do Carmo Bueno at Nepo / Unicamp.

Friday, April 27, 2012

Sunday, April 15, 2012

Brazil Shapefiles




2020 post update: My team and I have created geobr, an R pacakge that is one of the easiest and fastest ways to download the shapefiles from all sorts of official spatial data sets of Brazil, including data from the Brazilian Institute of Geography and Statistics (IBGE).



Download Shapefiles of Brazilian municipalities and census tracts. These files are made available by The Brazilian Institute of Geography and Statistics (IBGE)






Related link:

Thursday, December 1, 2011

Brazilian Census 2010: a few more results

IBGE released a few more results of the 2010 Brazilian Census.


soundtrack: Embraceable You

Monday, July 18, 2011

Assorted links on Migration

  1. Call for papers for the VII National Meeting on Migration (organized by the Brazilian Working Group on Migration) - Deadline for submission of abstracts: august 19th 2011 (thanks Ricardo Ojima for the tip)

  2. IBGE came up with a new publication on population movements in Brazil (portuguese version only)

  3. From selective migration to skill-selected migrants: rethinking visa policy in the USA (via Peter Gordon)

  4. On African immigration to Latin America

  5. Revealing the Immigration Patterns in the World via (infosthetics)


Monday, July 4, 2011

Brazilian Census 2010: first results by census tract

IBGE released a few more results of the 2010 Brazilian Census by census tract! You can download the census tract shapefiles, some preliminary data (and more here). More information here. [portuguese only]

There are also some interactive maps and charts. You can check them out here.


[image credit: Yuri S Andrade]


[image credit: Yuri S Andrade]

[image credit: me, myself and I]

Tuesday, June 28, 2011

Cities' Areas of Influence in Brazil

Since 1966, the Brazilian Institute of Geography and Statistics (IBGE) has been carrying on a research on the Brazilian network of cities. The project is called REGIC - Regiões de Influência de Cidades (which I would poorly translate as " Cities' Areas of Influence ").

They have recently made available the vector files (shape files) of the latest edition of the research (2007).

Brazilian network of cities (1966 - 2007)
how to make a gif(images credit: REGIC - IBGE)


The methodology used in this research has changed a lot from its first edition in 1966. The latest 2007 edition, however, is pretty much excellent. The authors address the Brazilian network and hierarchy of cities based on a massive data set. It incorporates all sort of spatial connections such as:

  • Federal public administration
  • Business management
  • Passengers transport (flight and Road connections)
  • Bank branches
  • Education institutions
  • Health services
  • Density of Internet domains
  • Television networks and even Destination of agricultural production (I bet I have forgotten something)


shameless self promotion moment: The Institute for Applied Economic Research (IPEA) has recently organized a book that provides some good insights on this issue. The book is entitled "Urban-Regional Dynamics - Urban Network and its Interfaces" (my poor translation again).

Thursday, June 9, 2011

Brazilian Census 2010: a few more results

The Brazilian Institute of Geography and Statistics (IBGE) released a few more results of the 2010 Brazilian Census. At their website, you can check out a few maps, charts, compared historical data and population pyramids. (hat tip to Ricardo de Sampaio Dagnino)

ps. sorry about the image borders.... again

Thursday, December 2, 2010

Brazilian Census 2010: first results

This 4-minute video shows Luiz de Oliveira (from IBGE) talking about the preliminary results of the 2010 Brazilian Census (Population growth rate, Fertility rates, urbanization, regional disparities and migration).
(unfortunately the video is available in portuguese only)

Not so exciting as Hans Rosling, but still interesting.

Thanks to (o)ecocidades.