ghislainv / deforestation-maps-mada

:pencil: Sixty years of deforestation and forest fragmentation in Madagascar

deforestation-maps-Mada

This repository includes the R/GRASS script and data used to derive the results of the following article:

Vieilledent G., C. Grinand, F. A. Rakotomalala, R. Ranaivosoa, J.-R. Rakotoarijaona, T. F. Allnutt, and F. Achard. 2018. Combining global tree cover loss data with historical national forest-cover maps to look at six decades of deforestation and forest fragmentation in Madagascar. Biological Conservation. 222: 189-197. [doi:10.1016/j.biocon.2018.04.008]. bioRxiv: 147827. / Supplementary materials

Results from this article have been updated up to year 2017.

Reproducibility of the results

The results of the study are fully reproducible running the R/GRASS script deforestmap.R. Data used for the analysis can be downloaded from the Cirad Dataverse repository: [DOI: 10.18167/DVN1/2FP7LR].

Main outputs: forest cover and forest fragmentation maps

Main outputs of the study, including Madagascar forest cover maps and forest fragmentation maps for the years 1953, 1973, 1990, 2000, 2005, 2010, 2015 and 2017 are available on the Cirad Dataverse repository: [DOI: 10.18167/DVN1/AUBRRC].

File and folder description

• data: tables with forest-cover and deforestation data from previous studies.
• manuscript: all the files (in particular the .Rnw file) used to produce the manuscript published in Biological Conservation.
  • manuscript/bib: bibliographic files (references and style).
  • manuscript/figs: figures used in the manuscript.
  • manuscript/tabs: tables used in the manuscript.
• outputs: outputs from the R script.
• R: R script to plot the forest cover change figure.
• update_2017: updated estimates of deforestation and forest fragmentation up to year 2017

Dependencies

Geospatial libraries

Computations detailed in the R script depend on several geospatial libraries external to R. The GDAL library (http://www.gdal.org/) and GRASS GIS 7.2.x software (https://grass.osgeo.org/) need to be installed to run the R script. Call to GDAL and GRASS GIS 7.2 functions are made through the function system() in R.

Fragmentation

For computing Riitters et al. 2000 fragmentation index, the r.forestfrag add-on must be installed. GRASS GIS add-ons can be easily installed in the local installation through the graphical user interface (Menu - Settings - Addons Extension - Install) or via the g.extension command.

Portability

For our study, computations have been done on a Linux workstation. To use the R script, Windows users should preferentially install OSGeo-Live, a geospatial Linux distribution, within a VirtualBox virtual machine.

Another possibility would be to install OSGeo4W, a binary distribution of a broad set of open source geospatial software for Windows environments including GDAL and GRASS. The script has not been tested on Windows but minimal changes to the code should be necessary to make it work. For example, command system() must be replaced by command shell() under Windows.

The path to the GRASS GIS package must be provided when connecting R to GRASS with function initGRASS(). On Linux, find the path to GRASS GIS with $ grass72 --config path. It should return something like /usr/lib/grass72. On Windows, find the path to GRASS GIS with C:\>grass72.bat --config path. If you use OSGeo4W, it should be C:\OSGeo4W\apps\grass\grass-7.2.

References

Previous reports on deforestation in Madagascar might not be accessible on the long term at their original web address. These reports have been archived on a private Google Drive repository here. In particular, the following reports have been made available:

• MEFT, USAID, and CI. (2009). Evolution de la couverture de forêts naturelles à Madagascar, 1990-2000-2005. Antananarivo.
• ONE, DGF, FTM, MNP, and CI. (2013). Evolution de la couverture de forêts naturelles à Madagascar 2005-2010. Antananarivo. original url.
• ONE, DGF, MNP, WCS, and Etc Terra. (2015). Changement de la couverture de forêts naturelles à Madagascar, 2005-2010-2013. Antananarivo. original url.

Versioning and archiving on Cirad Dataverse

The development version of this repository is available on GitHub at https://github.com/ghislainv/deforestation-maps-Mada. Last version of this repository is archived on Cirad Dataverse: [DOI: 10.18167/DVN1/275TDF].

Figure

Figure: Forest-cover change on six decades from 1953 to 2017 in Madagascar. Forest cover changes from c. 1973 to 2017 are shown in the main figure, and forest cover in c. 1953 is shown in the bottom-right inset. Two zooms in the western dry (left part) and eastern moist (right part) ecoregions present more detailed views of (from top to bottom): forest-cover in 1950s, forest-cover change from c. 1973 to 2017, forest fragmentation in 2017 and distance to forest edge in 2017. Data on water bodies (blue) and water seasonality (light blue for seasonal water to dark blue for permanent water) has been extracted from Pekel et al. (2016).

deforestation-maps-mada's Issues

2020 and beyond

Hi, this is a feature request of sorts: have you thought about updating these maps now that 2020 forest cover data are available? It could be really interesting to know what forest cover looked like pre- and "post-" pandemic.