RENATO OLIVEIRA DA SILVA JUNIOR

Dr. RENATO OLIVEIRA DA SILVA JUNIOR

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Research Focus & Metrics

Academic Career Length

10Years (2017-Present)

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

Representative Publications

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25 October 2018 in Remote Sensing
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PSPedro Walfir M. Souza-Filho
Pedro Walfir M. Souza-Filho
WJWilson R. Nascimento Junior
Wilson R. Nascimento Junior
DSDiogo Santos
Diogo Santos
EWEliseu José Weber
Eliseu José Weber
RJRENATO OLIVEIRA DA SILVA JUNIOR
RENATO OLIVEIRA DA SILVA JUNIOR
JSJosé O. Siqueira
José O. Siqueira
The southeastern Amazon region has been intensively occupied by human settlements over the past three decades. To evaluate the effects of human settlements on land-cover and land-use (LCLU) changes over time in the study site, we evaluated multitemporal Landsat images from the years 1984, 1994, 2004, 2013 and Sentinel to the year 2017. Then, we defined the LCLU classes, and a detailed “from-to” change detection approach based on a geographic object-based image analysis (GEOBIA) was employed to determine the trajectories of the LCLU changes. Three land-cover (forest, montane savanna and water bodies) and three land-use types (pasturelands, mining and urban areas) were mapped. The overall accuracies and kappa values of the classification were higher than 0.91 for each of the classified images. Throughout the change detection period, ~47% (19,320 km2) of the forest was preserved mainly within protected areas, while almost 42% (17,398 km2) of the area was converted from forests to pasturelands. An intrinsic connection between the increase in mining activity and the expansion of urban areas also exists. The direct impacts of mining activities were more significant throughout the montane savanna areas. We concluded that the GEOBIA approach adopted in this study combines the advantages of quality human interpretation and the capacities of quantitative computing.

26 October 2017 in Anais da Academia Brasileira de Ciências
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RJRENATO OLIVEIRA DA SILVA JUNIOR
RENATO OLIVEIRA DA SILVA JUNIOR
Everaldo Barreiros de SouzaEveraldo Barreiros de Souza
Everaldo Barreiros de Souza
ATAlexandra L Tavares
Alexandra L Tavares
JMJosé A Mota
José A Mota
DFDouglas B S Ferreira
Douglas B S Ferreira
EREdson J P DA Rocha
Edson J P DA Rocha
This study estimated the reference evapotranspiration rate (ETo) for the Itacaiúnas River Watershed (IRW), Eastern Amazonia, and measured the accuracy of eight empirical equations: Penman-Monteith (PM), Priestley-Taylor (PT), Hargreaves and Samani (HS), Camargo (CAM), Thornthwaite (TH), Hamon (HM), Kharrufa (KF) and Turc (TC) using monthly data from 1980 to 2013. In addition, it verifies the regional applicability to the IRW using a for the Marabá-PA station. The methods TC and PM (FAO56) presented the best results, which demonstrate that radiation and higher temperatures are the dominant drivers in the Evapotranspiration process, while relative humidity and wind speed have a much smaller impact. The temporal and spatial variability of ETo for IRW show has strong seasonality, increasing during the dry season and decreasing during the rainy season. The statistical analyses at 1% level of significance, indicates that there is no correlation of the residuals between the dry and rainy seasons, and test of the physical parameters such as mean temperature, solar radiation and relative air humidity explains the variations of ETo.

24 March 2023 in Atmosphere
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Tasso GuimarãesTasso Guimarães
Tasso Guimarães
Prafulla SahooPrafulla Sahoo
Prafulla Sahoo
PSPedro Walfir M. Souza-Filho
Pedro Walfir M. Souza-Filho
MSMarcio Sousa da Silva
Marcio Sousa da Silva
TRTarcísio Magevski Rodrigues
Tarcísio Magevski Rodrigues
RDRoberto Dall'Agnol
Roberto Dall'Agnol
The upland lakes (ULs) in Carajás, southeastern Amazonia, have been extensively studied with respect to their high-resolution structural geology, geomorphology, stratigraphy, multielement and isotope geochemistry, palynology and limnology. These studies have generated large multiproxy datasets, which were integrated in this review to explain the formation and evolution of the ULs. These ULs evolved during the Pliocene–Pleistocene periods through several episodes of a subsidence of the lateritic crust (canga) promoted by fault reactivation. The resulting ULs were filled under wet/dry and warm/cool paleoclimatic conditions during the Pleistocene period. The multielement geochemical signature indicates that the detrital sediments of these ULs were predominantly derived from weathered canga and ferruginous soils, while the sedimentary organic matter came from autochthonous (siliceous sponge spicules, algae, macrophytes) and allochthonous (C3/C4 canga and forest plants and freshwater dissolved organic carbon) sources. Modern pollen rain suggests that even small ULs can record both the influence of canga vegetation and forest signals; thus, they can serve as reliable sites to provide a record of vegetation history. The integrated data from the sedimentary cores indicate that the active ULs have never dried up during the last 50 ka cal BP. However, subaerial exposure occurred in filled ULs, such as the Tarzan mountain range during the Last Glacial Maximum (LGM) and the Bocaína and S11 mountain ranges in the mid-Holocene period, due to the drier conditions. Considering the organic proxies, the expansion of C4 plants has been observed in the S11 and Tarzan ULs during dry events. Extensive precipitation of siderite in UL deposits during the LGM indicated drier paleoenvironmental conditions, interrupting the predominantly wet conditions. However, there is no evidence of widespread forest replacement by savanna in the Carajás plateau of southeastern Amazonia during the late Pleistocene and Holocene.

22 October 2021 in Frontiers in Water
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Journal Article
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RJRENATO OLIVEIRA DA SILVA JUNIOR
RENATO OLIVEIRA DA SILVA JUNIOR
PSPedro Walfir Martins e Souza-Filho
Pedro Walfir Martins e Souza-Filho
GSGabriel Negreiros Salomão
Gabriel Negreiros Salomão
ATAlexandra Lima Tavares
Alexandra Lima Tavares
JSJorge Filipe dos Santos
Jorge Filipe dos Santos
EREdson José Paulino da Rocha
Edson José Paulino da Rocha
Impacts on global water resources may be intensifying due to the growing and differentiated forms of land use and occupation, which influence the water cycle and thus the maintenance of life. In the Amazon, the effect may be even worse, as it is one of the world's most vulnerable regions to these changes. This work aimed to analyze the response of the components of the water balance to changes in land use and cover in the Eastern Amazon over three decades (1980–2013). First, soil texture maps were prepared. These combined with the classes of use in each decade let us estimate the values of storage and variation in storage (ΔS) of water in the soil. The behavior of the components of the water balance [precipitation, potential evapotranspiration, actual evapotranspiration (E), and ΔS] were analyzed according to the Budyko model on the annual scale as a function of the aridity and evaporative indices. For the seasonal scale, a new parameter (y0) was introduced to explicitly represent the additional water available for E, in addition to instantaneous precipitation. The seasonality of the rains and the seasonal dynamics of storage were directly incorporated into the model developed, which allowed us to understand what the dominant control factors of water balance are. In the decade from 2000 to 2009, the remaining forest cover is only 48.91%, while the cover formed by pasture is 50.47%, meaning the water storage capacity in the soil decreased 8.1%. In the 1990s, to 1999, precipitation shows a reduction, probably as a reflection of the very strong events of La Niña and El Niño (1988–1989 and 1997–1998). Observing the sum of the surface area of water bodies in the region and the relationship of forest vs. pasture, it is possible to infer that the elevation in evapotranspiration is more related to the increase in evaporation due to the increase in the pasture area than to the reduction transpiration due to forest loss, reinforcing the hypothesis that evapotranspiration increases with pasture area.

22 September 2025 in Environmental Monitoring and Assessment
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Journal Article
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Gabriel SalomãoGabriel Salomão
Gabriel Salomão
RDRoberto Dall'Agnol
Roberto Dall'Agnol
GAGabriel Soares de Almeida
Gabriel Soares de Almeida
RARafael Tarantino Amarante
Rafael Tarantino Amarante
GMGlariston Miranda Mello
Glariston Miranda Mello
ESEmmanoel Vieira Silva-Filho
Emmanoel Vieira Silva-Filho
Watershed monitoring is vital for ecosystem sustainability and contamination source identification. Such studies are scarce in the Amazon region. To address this, an integrated study was conducted to assess variations in baseline concentrations of Fe and potentially toxic elements in the Gelado Creek Watershed (GCW), eastern Amazon. This watershed, situated in the Carajás Mineral Province, hosts two world-class Fe mines with tailing dams. It has also faced extensive deforestation due to rapid human settlement and artisanal mining. Surface water samples were collected at 12 sites within the GCW during 25 monthly field campaigns from April 2016 to April 2018, and physicochemical analyses were conducted. Data processing included statistical treatment, geospatial characterization, multivariate analysis, and hydrogeochemical baseline determination. Time-series maps and multivariate hydrogeochemical patterns revealed four main catchment groups. One group, influenced by a preserved forested area, was considered a reference for determining the hydrogeochemical background. The other three were influenced by pasturelands, urban areas, and mining tailing dams. The highest concentrations of Fe, Ag, Ba, Cd, and Hg were observed at the site influenced by an urban area. High concentrations were also observed in areas with predominant pastureland due to soil exposure and runoff. Moderate to high dissolved Mn concentrations were registered, potentially from water-sediment-tailings interactions and high precipitation events. This hypothesis requires validation through robust chemical analysis and detailed assessment of extreme precipitation. This integrated assessment is a powerful tool for identifying contamination sources, highlighting the need for similar studies to understand geogenic and anthropogenic impacts in the Amazon.