Carlos Souza

Dr. Carlos Souza

Instituto do Homem e Meio Ambiente da Amazônia - Imazon
orcid

Research Focus & Metrics

Academic Career Length

29Years (1998-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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25 August 2020 in Remote Sensing
Verified
Journal Article
Open access
PDF file
Carlos SouzaCarlos Souza
Carlos Souza
JSJulia Shimbo
Julia Shimbo
MRMarcos Rosa
Marcos Rosa
LPLeandro Parente
Leandro Parente
Ane AlencarAne Alencar
Ane Alencar
TATasso Azevedo
Tasso Azevedo
Brazil has a monitoring system to track annual forest conversion in the Amazon and most recently to monitor the Cerrado biome. However, there is still a gap of annual land use and land cover (LULC) information in all Brazilian biomes in the country. Existing countrywide efforts to map land use and land cover lack regularly updates and high spatial resolution time-series data to better understand historical land use and land cover dynamics, and the subsequent impacts in the country biomes. In this study, we described a novel approach and the results achieved by a multi-disciplinary network called MapBiomas to reconstruct annual land use and land cover information between 1985 and 2017 for Brazil, based on random forest applied to Landsat archive using Google Earth Engine. We mapped five major classes: forest, non-forest natural formation, farming, non-vegetated areas, and water. These classes were broken into two sub-classification levels leading to the most comprehensive and detailed mapping for the country at a 30 m pixel resolution. The average overall accuracy of the land use and land cover time-series, based on a stratified random sample of 75,000 pixel locations, was 89% ranging from 73 to 95% in the biomes. The 33 years of LULC change data series revealed that Brazil lost 71 Mha of natural vegetation, mostly to cattle ranching and agriculture activities. Pasture expanded by 46% from 1985 to 2017, and agriculture by 172%, mostly replacing old pasture fields. We also identified that 86 Mha of the converted native vegetation was undergoing some level of regrowth. Several applications of the MapBiomas dataset are underway, suggesting that reconstructing historical land use and land cover change maps is useful for advancing the science and to guide social, economic and environmental policy decision-making processes in Brazil.

18 January 2012 in Nature
Verified
Journal Article
Closed access
EDEric A. Davidson
Eric A. Davidson
AAAlessandro C. de Araújo
Alessandro C. de Araújo
Paulo ArtaxoPaulo Artaxo
Paulo Artaxo
JBJennifer K. Balch
Jennifer K. Balch
IBIRVING FOSTER BROWN
IRVING FOSTER BROWN
SWSteven C. Wofsy
Steven C. Wofsy

29 June 2016 in Nature
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Journal Article
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JBJos Barlow
Jos Barlow
GLGareth D. Lennox
Gareth D. Lennox
JFJoice Ferreira
Joice Ferreira
EBErika Berenguer
Erika Berenguer
ALAlexander C. Lees
Alexander C. Lees
TGToby A. Gardner
Toby A. Gardner

11 June 1999 in Science
Verified
Journal Article
Closed access
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MCMark A. Cochrane
Mark A. Cochrane
Ane AlencarAne Alencar
Ane Alencar
MSMark D. Schulze
Mark D. Schulze
Carlos SouzaCarlos Souza
Carlos Souza
DNDaniel C. Nepstad
Daniel C. Nepstad
EDEric A. Davidson
Eric A. Davidson
The incidence and importance of fire in the Amazon have increased substantially during the past decade, but the effects of this disturbance force are still poorly understood. The forest fire dynamics in two regions of the eastern Amazon were studied. Accidental fires have affected nearly 50 percent of the remaining forests and have caused more deforestation than has intentional clearing in recent years. Forest fires create positive feedbacks in future fire susceptibility, fuel loading, and fire intensity. Unless current land use and fire use practices are changed, fire has the potential to transform large areas of tropical forest into scrub or savanna.

1 September 2014 in Biological Conservation
Verified
Journal Article
Closed access
CBChristopher P. Barber
Christopher P. Barber
MCMark A. Cochrane
Mark A. Cochrane
Carlos SouzaCarlos Souza
Carlos Souza
WLWilliam F. Laurance
William F. Laurance

21 December 2018 in Frontiers in Earth Science
Verified
Journal Article
Open access
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Jose A. MarengoJose A. Marengo
Jose A. Marengo
Carlos SouzaCarlos Souza
Carlos Souza
KTKirsten Thonicke
Kirsten Thonicke
CBChantelle Burton
Chantelle Burton
KHKate Halladay
Kate Halladay
WSWagner R. Soares
Wagner R. Soares
This paper shows recent progress in our understanding of climate variability and trends in the Amazon region, and how these interact with land use change. The review includes an overview of up-to-date information on climate and hydrological variability, and on warming trends in Amazonia, which reached 0.6–0.7°C over the last 40 years, with 2016 as the warmest year since at least 1950 (0.9°C + 0.3°C). We focus on local and remote drivers of climate variability and change. We review the impacts of these drivers on the length of dry season, the role of the forest in climate and carbon cycles, the resilience of the forest, the risk of fires and biomass burning, and the potential “die back” of the Amazon forests if surpassing a “tipping point”. The role of the Amazon in moisture recycling and transport is also investigated, and a review of model development for climate change projections in the region is included. In sum, future sustainability of the Amazonian forests and its many services requires management strategies that consider the likelihood of multi-year droughts superimposed on a continued warming trend. Science has assembled enough knowledge to underline the global and regional importance of an intact Amazon region that can support policymaking and to keep this sensitive ecosystem functioning. This major challenge requires substantial resources and strategic cross-national planning, and a unique blend of expertise and capacities established in Amazon countries and from international collaboration. This also highlights the role of deforestation control in support of policy for mitigation options as established in the Paris Agreement of 2015.