datazoom.amazonia

Facilitates access to official Brazilian Amazon data, including agriculture, deforestation, production.
https://github.com/datazoompuc/datazoom.amazonia

Category: Biosphere
Sub Category: Deforestation and Reforestation

Keywords

amazonia deforestation environment

Keywords from Contributors

municipality datazoom

Last synced: 4 days ago
JSON representation

Repository metadata

Simplify access to data from the Brazilian Amazon

• Host: GitHub
• URL: https://github.com/datazoompuc/datazoom.amazonia
• Owner: datazoompuc
• License: other
• Created: 2020-10-10T16:09:33.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2026-08-04T19:01:47.000Z (3 days ago)
• Last Synced: 2026-08-05T13:17:58.710Z (3 days ago)
• Topics: amazonia, deforestation, environment
• Language: R
• Homepage:
• Size: 293 MB
• Stars: 64
• Watchers: 1
• Forks: 9
• Open Issues: 6
• Releases: 1
• Metadata Files:
  • Readme: README.Rmd
  • Changelog: NEWS.md
  • License: LICENSE

README.Rmd

          ---
output: github_document
---





```{r, include = FALSE}
knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>",
  fig.path = "man/figures/README-",
  out.width = "100%"
)
```

# datazoom.amazonia


[![CRAN version](https://www.r-pkg.org/badges/version/datazoom.amazonia?color=orange)](https://cran.r-project.org/package=datazoom.amazonia?style=flat)
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The datazoom.amazonia package facilitates access to official Brazilian Amazon data, including agriculture, deforestation, production. The package provides functions that download and pre-process selected datasets.

## Installation

You can install the released version of `datazoom.amazonia` from
[CRAN](https://CRAN.R-project.org/package=datazoom.amazonia) with:

``` {r, eval=FALSE}
install.packages("datazoom.amazonia")
```

And the development version from GitHub with:

``` {r, eval=FALSE}
# install.packages("devtools")
devtools::install_github("datazoompuc/datazoom.amazonia")
```

```{r, echo=FALSE, message=FALSE}
devtools::load_all()
# Includes a vignette in the README, stripping its YAML front matter and
# neutralizing body horizontal rules ("---") so pandoc does not misread them
# as YAML metadata blocks when the vignettes are concatenated.
include_vignette <- function(f) {
  x <- readLines(f, encoding = "UTF-8", warn = FALSE)
  hr <- grep("^---\\s*$", x)
  if (length(hr) >= 2 && hr[1] == 1) x <- x[-(1:hr[2])]
  x[grepl("^---\\s*$", x)] <- "***"
  cat(knitr::knit_child(text = paste(x, collapse = "\n"), quiet = TRUE), sep = "\n")
}
```


**[1 - Environmental data](#environmental-data)** 





|||
|---|---|
| **[PRODES](#prodes)** | _Yearly deforestation_ |
| **[DETER](#deter)** | _Alerts on forest cover changes_ |
| **[DEGRAD](#degrad)** | _Forest degradation_ |
| **[Imazon](#imazon)** | _Deforestation pressure in the Amazon_ |



|||
|---|---|
| **[IBAMA](#ibama)** | _Environmental fines_ |
| **[MapBiomas](#mapbiomas)** | _Land cover and land use_ |
| **[TerraClimate](#terraclimate)** | _Climate data_ |
| **[SEEG](#seeg)** | _Greenhouse gas emission estimates_ |
| **[CENSOAGRO](#censoagro)** | _Agriculture activities_ |

 

**[2 - Social data](#social-data)**





|||
|---|---|
| **[IPS](#ips)** | _Amazon Social Progress Index_ |
| **[IEMA](#iema)** | _Access to electricity in the Amazon region_ |
| **[Population](#population)** | _Population_ |

 

**[3 - Economic data](#economic-data)**





|||
|---|---|
| **[COMEX](#comex)** | _Brazilian foreign trade_ |
| **[BACI](#baci)** | _Global foreign trade_ |
| **[PIB-Munic](#pib-munic)** | _Municipal GDP_ |
| **[CEMPRE](#cempre)** | _Central register of companies_ |
| **[PAM](#pam)** | _Agricultural production_ |



|||
|---|---|
| **[PEVS](#pevs)** | _Forestry and extraction_ |
| **[PPM](#ppm)** | _Livestock farming_ |
| **[SIGMINE](#sigmine)** | _Mining_ |
| **[ANEEL](#aneel)** | _Energy development_ |
| **[EPE](#epe)** | _Energy consumption_ |

 

**[4 - Other tools](#other-tools)**





|||
|---|---|
| **[Legal Amazon Municipalities](#legal-amazon-municipalities)** | _Dataset with Brazilian cities and whether they belong to the Legal Amazon_ |
| **[The 'googledrive' package](#googledrive)** | _Troubleshooting and information for downloads from Google Drive_ |



# Environmental Data

## PRODES

```{r results='asis', echo=FALSE}
include_vignette("vignettes/PRODES.Rmd")
```

## DETER

```{r results='asis', echo=FALSE}
include_vignette("vignettes/DETER.Rmd")
```

## DEGRAD

```{r results='asis', echo=FALSE}
include_vignette("vignettes/DEGRAD.Rmd")
```

## Imazon

```{r results='asis', echo=FALSE}
include_vignette("vignettes/IMAZON.Rmd")
```

🔴 This function uses the `googledrive` package to download data. In case of authentication errors, see [googledrive](#googledrive).

## IBAMA

```{r results='asis', echo=FALSE}
include_vignette("vignettes/IBAMA.Rmd")
```

## MapBiomas

```{r results='asis', echo=FALSE}
include_vignette("vignettes/MAPBIOMAS.Rmd")
```

## TerraClimate

```{r results='asis', echo=FALSE}
include_vignette("vignettes/TERRACLIMATE.Rmd")
```

## SEEG

```{r results='asis', echo=FALSE}
include_vignette("vignettes/SEEG.Rmd")
```

🔴 This function uses the `googledrive` package to download data at the municipality level. In case of authentication errors, see [googledrive](#googledrive).

## CENSOAGRO

```{r results='asis', echo=FALSE}
include_vignette("vignettes/CENSOAGRO.Rmd")
```

# Social Data

## IPS

```{r results='asis', echo=FALSE}
include_vignette("vignettes/IPS.Rmd")
```

## IEMA

```{r results='asis', echo=FALSE}
include_vignette("vignettes/IEMA.Rmd")
```

🔴 This function uses the `googledrive` package to download data. In case of authentication errors, see [googledrive](#googledrive).

## Population

```{r results='asis', echo=FALSE}
include_vignette("vignettes/POPULATION.Rmd")
```


# Economic Data

## COMEX

```{r results='asis', echo=FALSE}
include_vignette("vignettes/COMEX.Rmd")
```

## BACI

```{r results='asis', echo=FALSE}
include_vignette("vignettes/BACI.Rmd")
```

## PIB-Munic

```{r results='asis', echo=FALSE}
include_vignette("vignettes/PIBMUNIC.Rmd")
```

## CEMPRE

```{r results='asis', echo=FALSE}
include_vignette("vignettes/CEMPRE.Rmd")
```

## PAM

```{r results='asis', echo=FALSE}
include_vignette("vignettes/PAM.Rmd")
```

## PEVS

```{r results='asis', echo=FALSE}
include_vignette("vignettes/PEVS.Rmd")
```

## PPM

```{r results='asis', echo=FALSE}
include_vignette("vignettes/PPM.Rmd")
```

## SIGMINE

```{r results='asis', echo=FALSE}
include_vignette("vignettes/SIGMINE.Rmd")
```

## ANEEL

```{r results='asis', echo=FALSE}
include_vignette("vignettes/ANEEL.Rmd")
```

## EPE

```{r results='asis', echo=FALSE}
include_vignette("vignettes/EPE.Rmd")
```

# Other tools

## Legal Amazon Municipalities

```{r results='asis', echo=FALSE}
include_vignette("vignettes/municipalities.Rmd")
```

##  The 'googledrive' package

```{r results='asis', echo=FALSE}
include_vignette("vignettes/GOOGLEDRIVE.Rmd")
```

## Credits

DataZoom is developed by a team at Pontifícia Universidade Católica do Rio de Janeiro (PUC-Rio), Department of Economics. Our official website is at: .

To cite package `datazoom.amazonia` in publications use:

> Data Zoom (2023). Data Zoom: Simplifying Access To Brazilian Microdata.  
> https://datazoom.com.br/en/

A BibTeX entry for LaTeX users is:

```
@Unpublished{DataZoom2023,
	author = {Data Zoom},
	title = {Data Zoom: Simplifying Access To Brazilian Microdata},
	url = {https://datazoom.com.br/en/},
	year = {2023},
}
```

        

---

Owner metadata

• Name: Data Zoom
• Login: datazoompuc
• Email: datazoom@econ.puc-rio.br
• Kind: organization
• Description: Project developed by the Economics Department of PUC-Rio. It aims to promote access, processing, and analysis of Brazilian microdata.
• Website: http://www.econ.puc-rio.br/datazoom/english/index.html
• Location: PUC-Rio
• Twitter: data_zoom
• Company:
• Icon url: https://avatars.githubusercontent.com/u/57681933?v=4
• Repositories: 3
• Last ynced at: 2023-03-04T15:14:56.051Z
• Profile URL: https://github.com/datazoompuc

---

GitHub Events

Total

• Delete event: 33
• Pull request event: 44
• Fork event: 1
• Issues event: 36
• Watch event: 7
• Issue comment event: 27
• Push event: 230
• Pull request review comment event: 35
• Pull request review event: 38
• Create event: 38

Last Year

• Delete event: 23
• Pull request event: 19
• Issues event: 14
• Issue comment event: 8
• Push event: 62
• Pull request review event: 16
• Pull request review comment event: 6
• Create event: 22

---

Committers metadata

Last synced: about 14 hours ago

Name	Email	Commits
Igor Rigolon	i****e@h****m	182
FredieDidier	f****r@t****r	126
gnjardim	4****m	114
BrunoAlcantaraD	6****D	102
arthurcbps	a****s@g****m	76
Victor Aliende da Matta	v****4@g****m	73
Daniel AC Barbosa	d****b@g****m	49
annasaraiva	a****a	49
Bernardo Furlanetto Sieira	b****a@g****m	48
Francisco	f****i@g****m	43
titogbruni	t****i@g****m	19
Luiz Guilherme Lopes Moussatche	l****m@g****m	17
brenoavidos	b****s@g****m	15
Gerônimo S. Pulitini	g****p@o****m	13
Michelle Souza	M****0@g****m	8
Maria Clara Mano	m****o@g****m	8
Laura T. Regadas	l****s@g****m	8
Fernanda Watkins	f****w@g****m	7
phlebailly6	1****6	5
Victor Hugo Schieck Terziani	1****i	5
Isaac Newton	i****n@c****g	4
giuliaimbu	1****u	4
Giovanna Ribeiro	g****2@g****m	3
João Paulo Barbosa	j****9@g****m	3
carolinamoura2000	1****0	3
Matthieu	M****r@g****m	2
Shai	1****i	2
lauragonzaga	l****a@g****m	2
lucasaelima	l****a@g****m	2
Antonio Bergallo	1****o	1
and 5 more...

Committer domains:

• cambridge.org: 1
• terra.com.br: 1

---

Issue and Pull Request metadata

Last synced: about 10 hours ago

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/datazoompuc/datazoom.amazonia

---

---

---

Package metadata

• Total packages: 2
• Total downloads:
  • cran: 369 last-month
• Total dependent packages: 0 (may contain duplicates)
• Total dependent repositories: 0 (may contain duplicates)
• Total versions: 8
• Total maintainers: 1

---

Dependencies

Score: -Infinity