scispace - formally typeset
Journal ArticleDOI

Deforestation and Reforestation of Latin America and the Caribbean (2001–2010)

Reads0
Chats0
TLDR
In this paper, the authors presented a wall-to-wall, annual maps of change in woody vegetation and other land-cover classes between 2001 and 2010 for each of the 16,050 municipalities in Latin American and the Caribbean region (LAC).
Abstract
Forest cover change directly affects biodiversity, the global carbon budget, and ecosystem function. Within Latin American and the Caribbean region (LAC), many studies have documented extensive deforestation, but there are also many local studies reporting forest recovery. These contrasting dynamics have been largely attributed to demographic and socio-economic change. For example, local population change due to migration can stimulate forest recovery, while the increasing global demand for food can drive agriculture expansion. However, as no analysis has simultaneously evaluated deforestation and reforestation from the municipal to continental scale, we lack a comprehensive assessment of the spatial distribution of these processes. We overcame this limitation by producing wall-to-wall, annual maps of change in woody vegetation and other land-cover classes between 2001 and 2010 for each of the 16,050 municipalities in LAC, and we used nonparametric Random Forest regression analyses to determine which environmental or population variables best explained the variation in woody vegetation change. Woody vegetation change was dominated by deforestation (541,835 km 2 ), particularly in the moist forest, dry forest, and savannas/shrublands biomes in South America. Extensive areas also recovered woody vegetation (+362,430 km 2 ), particularly in regions too dry or too steep for modern agriculture. Deforestation in moist forests tended to occur in lowland areas with low population density, but woody cover change was not related to municipality-scale population change. These results emphasize the importance of quantitating deforestation and reforestation at multiple spatial scales and linking these changes with global drivers such as the global demand for food.

read more

Citations
More filters
Journal ArticleDOI

Topographical influence on recent deforestation and degradation in the Sikkim Himalaya in India; Implications for conservation of East Himalayan broadleaf forest

TL;DR: In this paper, the authors computed land-cover change over a 23-year period for the Sikkim Himalaya in India for the elevation range 800-2800m using Landsat satellite data and an extensive set of ground measurements of vegetation types and other landuse.
Journal ArticleDOI

Not all in the same boat: trends and mechanisms in herbivory responses to forest fragmentation differ among insect guilds

TL;DR: The results emphasize the necessity to consider differential responses from diverse phytophagous insect guilds, and factors operating at multiple levels, in order to disentangle, and ultimately understand, forest fragmentation effects on herbivory.
Journal ArticleDOI

Assessment of swaps and persistence in land cover changes in a subtropical periurban region, NW Argentina

TL;DR: A detailed spatial analysis of land cover changes was carried out in the periurban area of Great San Miguel de Tucuman and Sierra de San Javier, subtropical Argentina.
Journal ArticleDOI

Past land-use and ecological resilience in a lowland Brazilian Atlantic Forest: implications for passive restoration

TL;DR: In this article, the authors investigated the influence of past land-use on natural regeneration in two secondary forests that established on abandoned pastures with different land use histories (Abandoned+fire, 15 years since the last fire event and Abandoned-36 years ago).
Journal ArticleDOI

Secondary forests offset less than 10% of deforestation-mediated carbon emissions in the Brazilian Amazon

TL;DR: It is found that the majority of Brazilian secondary forests are situated in contexts that are less favourable for carbon accumulation than the biome average, demonstrating that old-growth forest loss remains the most important factor determining the carbon balance in the Brazilian Amazon.
References
More filters
Journal ArticleDOI

Random Forests

TL;DR: Internal estimates monitor error, strength, and correlation and these are used to show the response to increasing the number of features used in the forest, and are also applicable to regression.
Journal ArticleDOI

Overview of the radiometric and biophysical performance of the MODIS vegetation indices

TL;DR: In this paper, the authors evaluated the performance and validity of the MODIS vegetation indices (VI), the normalized difference vegetation index (NDVI) and enhanced vegetation index(EVI), produced at 1-km and 500-m resolutions and 16-day compositing periods.
Journal ArticleDOI

Random forest: a classification and regression tool for compound classification and QSAR modeling.

TL;DR: It is the combination of relatively high prediction accuracy and its collection of desired features that makes Random Forest uniquely suited for modeling in cheminformatics.
Journal ArticleDOI

Dynamics of Land-Use and Land-Cover Change in Tropical Regions

TL;DR: In this article, the authors highlight the complexity of land-use/cover change and propose a framework for a more general understanding of the issue, with emphasis on tropical regions, and argue that a systematic analysis of local-scale land use change studies, conducted over a range of timescales, helps to uncover general principles that provide an explanation and prediction of new land use changes.
Related Papers (5)