Marislayne de Gusmão Pereira

Mrs. Marislayne de Gusmão Pereira

orcid

Research Focus & Metrics

Academic Career Length

7Years (2020-Present)

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

Representative Publications

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8 May 2020 in Sustainability
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EVEmmanuel Lievio de Lima Veras
Emmanuel Lievio de Lima Veras
Gelson dos Santos DifanteGelson dos Santos Difante
Gelson dos Santos Difante
Antonio Leandro Chaves GurgelAntonio Leandro Chaves Gurgel
Antonio Leandro Chaves Gurgel
ACAna Beatriz Graciano da Costa
Ana Beatriz Graciano da Costa
JRJéssica Gomes Rodrigues
Jéssica Gomes Rodrigues
PCPablo Ramon Costa
Pablo Ramon Costa
Panicum maximum grasses are among the most used in Brazil because they have high forage production potential, nutritional value and adaptation to different climate conditions and in poor soils, which have been improved by the application of dolomitic limestone and nitrogen fertilizers and K2O, P2O5. The aim was to evaluate the tillering capacity and structural characteristics of six cultivars of Panicum maximum in the Brazilian semiarid region. The test was configured as a randomized block design with six treatments—the cultivars Aruana, Massai, Mombaça, Tamani, Tanzânia, and Zuri—and four replications. The studied variables included tiller population dynamics, tiller population density (TPD), appearance rate (ApR), mortality (MorB), tiller survival (SuvP), tiller stability index, height, light interception (LI), forage mass (FM), and morphological constituents. As to the population dynamics of tillers, seven generations were evaluated, and the largest number of tillers was observed in the first generation, regardless of the cultivar. Furthermore, the Massai cultivar demonstrated the highest TPD in all generations. Interaction between the cultivar and evaluation period was noted for ApR: the cultivars Tamani and Tanzânia indicated higher ApR at 122 and 137 days after establishment. The cultivar (P = 0.380) and evaluation period (P = 0.4469) had no effect on SuvP; however, higher MorB was detected in the cultivars Aruana and Tamani compared to Mombaça and Zuri, with intermediate values detected in the other cultivars. The highest FM was observed in the cultivars Massai, Mombaça, and Tamani, as well as in the leaf blade of Massai and Mombaça. The cultivars Massai, Mombaça, Tamani, Tanzânia, and Zuri have the potential to be cultivated in areas with marked water deficit and high temperatures, such as the Brazilian semiarid region. The cultivar Massai has a rapid recovery after a period of water scarcity. The cultivar Aruana is not recommended for use in the Brazilian semiarid region under rainfed conditions.

1 September 2022 in Tropical Animal Science Journal
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MPMarislayne de Gusmão Pereira
Marislayne de Gusmão Pereira
GDG. dos S. Difante
G. dos S. Difante
LÍL. C. V. Ítavo
L. C. V. Ítavo
JRJ. G. Rodrigues
J. G. Rodrigues
AGA. L. C. Gurgel
A. L. C. Gurgel
GMG. O. de A. Monteiro
G. O. de A. Monteiro
This study was conducted to examine the forage production potential and quality of Panicum maximum cultivars in a semi-arid environment, in four different periods. Six cultivars were evaluated: Aruana, Massai, Mombasa, BRS Tamani, Tanzania, and BRS Zuri. The experiment was laid out in a randomized-block design with four replicates, and assessments took place in four different periods (establishment, dry season, transition, and rainy season). Forage accumulation rate (FAR), chemical composition, digestibility, and in vitro rumen degradation kinetics were evaluated. There was an interaction effect between cultivars and evaluation periods for all variables, except dry matter (DM) content. The highest FAR occurred in cvs. BRS Tamani (47.0 kg DM/ha/day) and BRS Zuri (86.9 kg DM/ha/day) in the establishment and rainy periods, respectively, while cv. Aruana showed the lowest FAR (14.5 kg DM/ha/day). The highest crude protein contents were found in cv. BRS Tamani in the transition period; cv. BRS Zuri in the dry season; and cv. Tanzania in the rainy season (128.2, 116.7, and 95.0 g/kg DM, respectively). Cultivar Aruana showed the highest average in vitro dry matter digestibility (810.0 g/kg DM). Cultivars Aruana and Zuri exhibited the highest means of the total in vitro gas production (23.59 and 20.24 mL/100 mg DM, respectively). Cultivars BRS Tamani and BRS Zuri had the best response in terms of forage accumulation and nutritional value. The quality of cv. Massai remained constant throughout the year. All Panicum maximum cultivars evaluated here have the potential for use in animal production systems in a semi-arid environment.

2 December 2025 in Agronomy
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GMGabriela Oliveira de Aquino Monteiro
Gabriela Oliveira de Aquino Monteiro
Gelson dos Santos DifanteGelson dos Santos Difante
Gelson dos Santos Difante
Denise MontagnerDenise Montagner
Denise Montagner
VEValéria Pacheco Batista Euclides
Valéria Pacheco Batista Euclides
MCMarina Castro
Marina Castro
Edson MatsubaraEdson Matsubara
Edson Matsubara
Machine learning models such as XGBoost show strong potential for predicting pasture quality metrics like crude protein (CP) content in tamani grass (Panicum maximum). However, their ‘black box’ nature hinders practical adoption. To address this limitation, this study applied SHapley Additive exPlanations (SHAP) to interpret an XGBoost model and uncover how management practices (grazing interval, nitrogen fertilization, and pre- and post-grazing heights) and environmental factors (precipitation, temperature, and solar radiation) jointly influence CP predictions. Data were divided into 80% for training/validation and 20% for testing. Model performance was assessed with stratified 5-fold cross-validation, and hyperparameters were tuned via grid search. The XGBoost model yielded a Pearson correlation coefficient (r) of 0.78, a mean absolute error (MAE) of 1.45, and a coefficient of determination (R2) of 0.57. The results showed that precipitation in the range of 100–180 mm increased the predicted CP content. Application of 240 kg N ha−1 year−1 positively affected predicted CP, whereas a lower dose of 80 kg N ha−1 year−1 had a negative impact, reducing predicted levels of CP. These findings highlight the importance of integrated management strategies that combine grazing height, nitrogen fertilization, and grazing intervals to optimize crude protein levels in tamani grass pastures.

1 September 2020 in Arquivo Brasileiro de Medicina Veterinária e Zootecnia
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Antonio Leandro Chaves GurgelAntonio Leandro Chaves Gurgel
Antonio Leandro Chaves Gurgel
Gelson dos Santos DifanteGelson dos Santos Difante
Gelson dos Santos Difante
João Virgínio Emerenciano NetoJoão Virgínio Emerenciano Neto
João Virgínio Emerenciano Neto
MCM.G. Costa
M.G. Costa
JDJ.L.S. Dantas
J.L.S. Dantas
JBJ.I.G. Bezerra
J.I.G. Bezerra
The objective of this study was to evaluate the effect of different protein sources on the performance of lamb ewes and their offspring supplemented in deferred pasture. The treatments were the different protein sources: soybean meal, cotton cake, babassu cake and coconut cake. The ewes were weighed and evaluated for their body condition score during the gestation, parturition and weaning phases. The lambs were weighed at birth and at weaning. The structural variables and chemical composition of the pasture were evaluated during the usage period. Grass height and forage mass were higher when the ewes were in the gestation and weaning stages. The leaf mass was not altered during the pasture usage with a mean value of 566.1kg ha-1 DM. The highest levels of crude protein in the leaf blade were observed during the parturition and weaning phases. The body weight of the ewes did not differ between the sources with averages 45.0, 39.9 and 36.6kg for the gestation, parturition and weaning phases, respectively. Weights at birth and at weaning had an effect from protein sources, with the highest values observed in the lambs of ewes who received soybean meal and babassu cake supplementation. The lambs of ewes supplemented with soybean had higher average daily gain and total gain. Babassu, coconut and cotton cakes can replace soybean meal in supplementation of ewes in deferred pasture.

1 August 2024 in New Zealand Journal of Agricultural Research
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Journal Article
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FRFrancisca Fernanda da Silva Roberto
Francisca Fernanda da Silva Roberto
Gelson dos Santos DifanteGelson dos Santos Difante
Gelson dos Santos Difante
RCRoberto Costa
Roberto Costa
LÍLuís Carlos Vinhas Ítavo
Luís Carlos Vinhas Ítavo
MGMarina de Nadai Bonin Gomes
Marina de Nadai Bonin Gomes
JSJuliana Santana
Juliana Santana
The objective was to investigate the effects of increasing levels of extruded urea (EU) in the supplementation of lambs grazing. Crossbred Texel lambs ( n = 45) were used and kept in continuous grazing in paddocks with Brachiaria spp. The design used was completely randomised, with five of EU replacing soybean meal (0; 6; 12; 18 and 24 g/kg) and two sexes (male and female). The animals were slaughtered, and qualitative and quantitative evaluations of the carcass, non‐carcass components, meat quality and chemical composition were carried out. There was an interaction between level*sex for ether extract (EE) and crude protein (CP), so than the meat of the females from the treatment without EU had a higher content of EE than that used EU and the meat of the males from the treatments with 12 g and 24 g 100 kg −1 LW higher levels of CP than other treatments. For all measurements performed up to 18 g 100 kg −1 LW of EU replacing bran and soy, the results were promising, and can be fed to finishing lambs under grazing, without negatively influencing most of the carcass characteristics, components non‐carcass, meat quality and chemical composition.

14 May 2025 in Grasses
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NFNestor Eduardo Villamizar Frontado
Nestor Eduardo Villamizar Frontado
Gelson dos Santos DifanteGelson dos Santos Difante
Gelson dos Santos Difante
AAAlexandre Araújo
Alexandre Araújo
Denise MontagnerDenise Montagner
Denise Montagner
JRJéssica Gomes Rodrigues
Jéssica Gomes Rodrigues
EAEduardo Weisz Arze
Eduardo Weisz Arze
This study evaluated the phosphorus use efficiency (PUE) in two genotypes and one cultivar of Brachiaria decumbens (HD1, HD4, and Basilisk) and the productive, morphogenic, and structural responses. The experimental design used was randomized blocks with five P rates (0, 13, 26, 52, and 104 mg dm−3). There was no forage × P rate interaction (p > 0.05), but the P rates affected the leaf appearance rate (TAR; p = 0.0314), leaf life span (LLS; p = 0.0207), phyllochron (PC; p = 0.0207), leaf elongation rate (LER; p = 0.0350), stem elongation rate (SER; p = 0.0109), and the number of live leaves (NLL; p = 0.0033). The LAR, LLS, and PC followed quadratic trends, increasing up to 52 mg dm−3, while the PC declined. The FLL, SER, and NLL increased linearly. HD1 had the highest final leaf length, LER, and NLL, while Basilisk had the lowest. There was an interaction for tiller population density (p = 0.0431), with increases of 0.26, 0.28, and 0.24 tillers for HD4, HD1, and Basilisk, respectively. Forage production (FP) increased with P, gaining 0.51 g of DM for each mg dm−3 of P added. The HD1 genotype showed higher FLL, LER, NLL, FP, and higher PUE than the HD4 genotype and the Basilisk cultivar. HD1 was more responsive to higher P rates for root production, indicating a greater need for nutrients to reach its productive potential. Phosphate fertilization positively influenced morphogenesis and forage production in the evaluated genotypes and cultivars. The HD1 genotype stood out in relation to the others, showed superiority in forage and root production, and demonstrated greater efficiency in the use of P, at a dose of 13 mg dm−3.