Barbara  Silva

Dr. Barbara Silva


Research Focus & Metrics

Academic Career Length

8Years (2019-Present)

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

Representative Publications

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27 November 2024 in Agriculture
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LRLetícia Nayara Fuzaro Rodrigues
Letícia Nayara Fuzaro Rodrigues
Wander Luis Barbosa BorgesWander Luis Barbosa Borges
Wander Luis Barbosa Borges
VMViviane Cristina Modesto
Viviane Cristina Modesto
Naiane Antunes Alves RibeiroNaiane Antunes Alves Ribeiro
Naiane Antunes Alves Ribeiro
Nelson Câmara de Souza JúniorNelson Câmara de Souza Júnior
Nelson Câmara de Souza Júnior
Marcelo AndreottiMarcelo Andreotti
Marcelo Andreotti
The reliance on soil acidity correctives and mineral fertilizers poses a threat to food production due to the finite nature of these resources and their susceptibility to price volatility from importation. Soil remineralizers have emerged as a sustainable alternative. This study assessed silicate agrominerals as soil remineralizers to replace limestone, gypsum, and conventional fertilizers in a no-tillage system. Conducted in a tropical climate on sandy/medium-textured Ultisol, twelve treatments (combinations of liming, gypsum, mineral fertilization, and remineralizer) were tested for their effects on soybean and sorghum agronomic traits. Applying a remineralizer at 2500 kg ha−1 enhanced soybean productivity by 15% and sorghum by 35% in succession, along with increases in P, S, Ca, Mg, sum of bases (SB), cation exchange capacity (CEC), base saturation (V%) in the 0–0.20 m layer and organic matter in the 0–0.40 m layer, benefiting soil microbiological parameters, with the treatment combining all four products improving soil fertility; however, for better crop productivity, split applications appear to be an alternative to avoid nutrient imbalance. Due to the finer particle size of the remineralizer, which allows faster nutrient release, further research is recommended to investigate the long-term impacts on soil microbiota dynamics, optimal doses and combinations, and economic viability across various soil types and climates.

24 September 2019 in Scientific Reports
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BSBarbara Silva
Barbara Silva
MSMarx Leandro Naves Silva
Marx Leandro Naves Silva
FAFabio Arnaldo Pomar Avalos
Fabio Arnaldo Pomar Avalos
MMMichele Duarte de Menezes
Michele Duarte de Menezes
NCNilton Curi
Nilton Curi
This study aimed to evaluate the performance of three spatial association models used in digital soil mapping and the effects of additional point sampling in a steep-slope watershed (1,200 ha). A soil survey was carried out and 74 soil profiles were analyzed. The tested models were: Multinomial logistic regression (MLR), C5 decision tree (C5-DT) and Random forest (RF). In order to reduce the effects of an imbalanced dataset on the accuracy of the tested models, additional sampling retrieved by photointerpretation was necessary. Accuracy assessment was based on aggregated data from a proportional 5-fold cross-validation procedure. Extrapolation assessment was based on the multivariate environmental similarity surface (MESS). The RF model including additional sampling (RF*) showed the best performance among the tested models (overall accuracy = 49%, kappa index = 0.33). The RF* allowed to link soil mapping units (SMU) and, in the case of less-common soil classes in the watershed, to set specific conditions of occurrence on the space of terrain-attributes. MESS analysis showed reliable outputs for 82.5% of the watershed. SMU distribution across the watershed was: Typic Rhodudult (56%), Typic Hapludult* (13%), Typic Dystrudept (10%), Typic Endoaquent + Fluventic Dystrudept (10%), Typic Hapludult (9.5%) and Rhodic Hapludox + Typic Hapludox (2%).

1 November 2020 in Journal of South American Earth Sciences
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ASAlexandre Christofaro Silva
Alexandre Christofaro Silva
IHIngrid Horàk-Terra
Ingrid Horàk-Terra
UBUidemar Morais Barral
Uidemar Morais Barral
CCCamila Rodrigues Costa
Camila Rodrigues Costa
SGSabrina Thamyres Gonçalves
Sabrina Thamyres Gonçalves
PVPablo Vidal-Torrado
Pablo Vidal-Torrado

5 October 2021 in Revista Brasileira de Ciência do Solo
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LPLucas Machado Pontes
Lucas Machado Pontes
PBPedro Velloso Gomes Batista
Pedro Velloso Gomes Batista
BSBarbara Silva
Barbara Silva
MVMarcelo Ribeiro Viola
Marcelo Ribeiro Viola
HRHumberto Ribeiro Ribeiro da Rocha
Humberto Ribeiro Ribeiro da Rocha
MSMARX LEANDRO SILVA
MARX LEANDRO SILVA
Hydro-sedimentological models might be useful tools for investigating the effectiveness of soil and water conservation practices. However, evaluating the usefulness of such models requires that predictions are tested against observational data and that uncertainty from model parameterization is addressed. Here we aimed to evaluate the capacity of the SWAT model to simulate monthly streamflow and sediment load in the Posses creek catchment (12 km2), Southeast Brazil. The SUFI-2 algorithm from SWAT-CUP was applied for calibration, testing, uncertainty, and sensitivity [...] ABSTRACT Hydro-sedimentological models might be useful tools for investigating the effectiveness of soil and water conservation practices. However, evaluating the usefulness of such models requires that predictions are tested against observational data and that uncertainty from model parameterization is addressed. Here we aimed to evaluate the capacity of the SWAT model to simulate monthly streamflow and sediment load in the Posses creek catchment (12 km2), Southeast Brazil. The SUFI-2 algorithm from SWAT-CUP was applied for calibration, testing, uncertainty, and sensitivity

1 January 2022 in Scientia Agricola
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BSBarbara Silva
Barbara Silva
DTDIEGO TASSINARI
DIEGO TASSINARI
MSMARX LEANDRO SILVA
MARX LEANDRO SILVA
BSBruno Montoani Silva
Bruno Montoani Silva
NCNilton Curi
Nilton Curi
HRHumberto Ribeiro Ribeiro da Rocha
Humberto Ribeiro Ribeiro da Rocha

1 November 2019 in Scientific Reports
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BSBarbara Silva
Barbara Silva
MSMarx Leandro Naves Silva
Marx Leandro Naves Silva
FAFabio Arnaldo Pomar Avalos
Fabio Arnaldo Pomar Avalos
MMMichele Duarte de Menezes
Michele Duarte de Menezes
NCNilton Curi
Nilton Curi
An amendment to this paper has been published and can be accessed via a link at the top of the paper.