Universidade Federal de Mato Grosso do Sul

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Universidade Federal de Mato Grosso do Sul
Short name
UFMS
Country, city
Brazil, Campo Grande
Publications
9 431
Citations
116 420
h-index
107
Top-3 journals
Ethnobotany of Mountain Regions
Ethnobotany of Mountain Regions (213 publications)
Journal of High Energy Physics
Journal of High Energy Physics (161 publications)
PLoS ONE
PLoS ONE (130 publications)
Top-3 organizations
University of São Paulo
University of São Paulo (1247 publications)
Universidade Estadual Paulista
Universidade Estadual Paulista (1231 publications)
Top-3 foreign organizations
University of Florida
University of Florida (259 publications)
Imperial College London
Imperial College London (226 publications)

Most cited in 5 years

Borba M.G., Val F.F., Sampaio V.S., Alexandre M.A., Melo G.C., Brito M., Mourão M.P., Brito-Sousa J.D., Baía-da-Silva D., Guerra M.V., Hajjar L.A., Pinto R.C., Balieiro A.A., Pacheco A.G., Santos J.D., et. al.
JAMA network open scimago Q1 wos Q1 Open Access
2020-04-24 citations by CoLab: 737 PDF Abstract  
Importance There is no specific antiviral therapy recommended for coronavirus disease 2019 (COVID-19). In vitro studies indicate that the antiviral effect of chloroquine diphosphate (CQ) requires a high concentration of the drug. Objective To evaluate the safety and efficacy of 2 CQ dosages in patients with severe COVID-19. Design, Setting, and Participants This parallel, double-masked, randomized, phase IIb clinical trial with 81 adult patients who were hospitalized with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection was conducted from March 23 to April 5, 2020, at a tertiary care facility in Manaus, Brazilian Amazon. Interventions Patients were allocated to receive high-dosage CQ (ie, 600 mg CQ twice daily for 10 days) or low-dosage CQ (ie, 450 mg twice daily on day 1 and once daily for 4 days). Main Outcomes and Measures Primary outcome was reduction in lethality by at least 50% in the high-dosage group compared with the low-dosage group. Data presented here refer primarily to safety and lethality outcomes during treatment on day 13. Secondary end points included participant clinical status, laboratory examinations, and electrocardiogram results. Outcomes will be presented to day 28. Viral respiratory secretion RNA detection was performed on days 0 and 4. Results Out of a predefined sample size of 440 patients, 81 were enrolled (41 [50.6%] to high-dosage group and 40 [49.4%] to low-dosage group). Enrolled patients had a mean (SD) age of 51.1 (13.9) years, and most (60 [75.3%]) were men. Older age (mean [SD] age, 54.7 [13.7] years vs 47.4 [13.3] years) and more heart disease (5 of 28 [17.9%] vs 0) were seen in the high-dose group. Viral RNA was detected in 31 of 40 (77.5%) and 31 of 41 (75.6%) patients in the low-dosage and high-dosage groups, respectively. Lethality until day 13 was 39.0% in the high-dosage group (16 of 41) and 15.0% in the low-dosage group (6 of 40). The high-dosage group presented more instance of QTc interval greater than 500 milliseconds (7 of 37 [18.9%]) compared with the low-dosage group (4 of 36 [11.1%]). Respiratory secretion at day 4 was negative in only 6 of 27 patients (22.2%). Conclusions and Relevance The preliminary findings of this study suggest that the higher CQ dosage should not be recommended for critically ill patients with COVID-19 because of its potential safety hazards, especially when taken concurrently with azithromycin and oseltamivir. These findings cannot be extrapolated to patients with nonsevere COVID-19. Trial Registration ClinicalTrials.gov Identifier:NCT04323527
Luedtke J.A., Chanson J., Neam K., Hobin L., Maciel A.O., Catenazzi A., Borzée A., Hamidy A., Aowphol A., Jean A., Sosa-Bartuano Á., Fong G. A., de Silva A., Fouquet A., Angulo A., et. al.
Nature scimago Q1 wos Q1
2023-10-04 citations by CoLab: 295 Abstract  
AbstractSystematic assessments of species extinction risk at regular intervals are necessary for informing conservation action1,2. Ongoing developments in taxonomy, threatening processes and research further underscore the need for reassessment3,4. Here we report the findings of the second Global Amphibian Assessment, evaluating 8,011 species for the International Union for Conservation of Nature Red List of Threatened Species. We find that amphibians are the most threatened vertebrate class (40.7% of species are globally threatened). The updated Red List Index shows that the status of amphibians is deteriorating globally, particularly for salamanders and in the Neotropics. Disease and habitat loss drove 91% of status deteriorations between 1980 and 2004. Ongoing and projected climate change effects are now of increasing concern, driving 39% of status deteriorations since 2004, followed by habitat loss (37%). Although signs of species recoveries incentivize immediate conservation action, scaled-up investment is urgently needed to reverse the current trends.
Nazir H., Louis C., Jose S., Prakash J., Muthuswamy N., Buan M.E., Flox C., Chavan S., Shi X., Kauranen P., Kallio T., Maia G., Tammeveski K., Lymperopoulos N., Carcadea E., et. al.
2020-05-01 citations by CoLab: 243 Abstract  
The efforts on energy system decarbonization and improved sustainable energy efficiency in developed countries led energy enthusiasts to explore alternative highly effective pathways in accomplishing these goals. Specifically, the transition from hydrocarbon to H2 economy using fuel cells and H2 technologies is a sustainable and favorable approach forward in meeting stationary, transportation, industrial, residential, and commercial sectors. This review in three Parts brings out the capability of H2 for enabling an energy revolution through much-needed flexibility in renewable energy resources. The review identifies the developments and challenges within the H2 generation, storage, transportation, distribution, and usage - as well as applications along with national and international initiatives in the field, all of which suggest a pathway for a greener H2 society. The review also highlights the opportunities and challenges in major energy sectors for H2 technologies. Part I of the series highlights the importance of H2 economy and initiatives from various agencies, and presents several H2 generation methods.
Osco L.P., Marcato Junior J., Marques Ramos A.P., de Castro Jorge L.A., Fatholahi S.N., de Andrade Silva J., Matsubara E.T., Pistori H., Gonçalves W.N., Li J.
2021-10-01 citations by CoLab: 241 Abstract  
Deep Neural Networks (DNNs) learn representation from data with an impressive capability, and brought important breakthroughs for processing images, time-series, natural language, audio, video, and many others. In the remote sensing field, surveys and literature revisions specifically involving DNNs algorithms' applications have been conducted in an attempt to summarize the amount of information produced in its subfields. Recently, Unmanned Aerial Vehicles (UAV) based applications have dominated aerial sensing research. However, a literature revision that combines both "deep learning" and "UAV remote sensing" thematics has not yet been conducted. The motivation for our work was to present a comprehensive review of the fundamentals of Deep Learning (DL) applied in UAV-based imagery. We focused mainly on describing classification and regression techniques used in recent applications with UAV-acquired data. For that, a total of 232 papers published in international scientific journal databases was examined. We gathered the published material and evaluated their characteristics regarding application, sensor, and technique used. We relate how DL presents promising results and has the potential for processing tasks associated with UAV-based image data. Lastly, we project future perspectives, commentating on prominent DL paths to be explored in the UAV remote sensing field. Our revision consists of a friendly-approach to introduce, commentate, and summarize the state-of-the-art in UAV-based image applications with DNNs algorithms in diverse subfields of remote sensing, grouping it in the environmental, urban, and agricultural contexts.
Ranzani O.T., Hitchings M.D., Dorion M., D’Agostini T.L., de Paula R.C., de Paula O.F., Villela E.F., Torres M.S., de Oliveira S.B., Schulz W., Almiron M., Said R., de Oliveira R.D., Vieira da Silva P., de Araújo W.N., et. al.
BMJ scimago Q1 wos Q1
2021-08-20 citations by CoLab: 194 Abstract  
Abstract Objective To estimate the effectiveness of the inactivated whole virus vaccine, CoronaVac (Sinovac Biotech), against symptomatic covid-19 in the elderly population of São Paulo state, Brazil during widespread circulation of the gamma variant. Design Test negative case-control study. Setting Community testing for covid-19 in São Paulo state, Brazil. Participants 43 774 adults aged ≥70 years who were residents of São Paulo state and underwent reverse transcription polymerase chain reaction (RT-PCR) testing for SARS-CoV-2 from 17 January to 29 April 2021. 26 433 cases with symptomatic covid-19 and 17 622 test negative controls with covid-19 symptoms were formed into 13 283 matched sets, one case with to up to five controls, according to age, sex, self-reported race, municipality of residence, previous covid-19 status, and date of RT-PCR test (±3 days). Intervention Vaccination with a two dose regimen of CoronaVac. Main outcome measures RT-PCR confirmed symptomatic covid-19 and associated hospital admissions and deaths. Results Adjusted vaccine effectiveness against symptomatic covid-19 was 24.7% (95% confidence interval 14.7% to 33.4%) at 0-13 days and 46.8% (38.7% to 53.8%) at ≥14 days after the second dose. Adjusted vaccine effectiveness against hospital admissions was 55.5% (46.5% to 62.9%) and against deaths was 61.2% (48.9% to 70.5%) at ≥14 days after the second dose. Vaccine effectiveness ≥14 days after the second dose was highest for the youngest age group (70-74 years)—59.0% (43.7% to 70.2%) against symptomatic disease, 77.6% (62.5% to 86.7%) against hospital admissions, and 83.9% (59.2% to 93.7%) against deaths—and declined with increasing age. Conclusions Vaccination with CoronaVac was associated with a reduction in symptomatic covid-19, hospital admissions, and deaths in adults aged ≥70 years in a setting with extensive transmission of the gamma variant. Vaccine protection was, however, low until completion of the two dose regimen, and vaccine effectiveness was observe to decline with increasing age among this elderly population.
Silva D.R., Sardi J.D., Pitangui N.D., Roque S.M., Silva A.C., Rosalen P.L.
Journal of Functional Foods scimago Q1 wos Q2 Open Access
2020-10-01 citations by CoLab: 188 Abstract  
Probiotics are defined as microorganisms that live in symbiosis with the human host. When ingested in adequate quantities, probiotics may modulate biological functions, with health benefits. Different biological properties have been reported for probiotics, including antimicrobial activity. However, there are few studies investigating the use of probiotics as candidates for alternative antimicrobial therapy or as a source of new antibiotics. Thus, in this review we provide a general approach to the current situation of probiotic antimicrobial research and point out future directions in the field. Despite the promising benefits of probiotics on intestinal health, there remains no consensus or standardization on the development of delivery systems and on the application of probiotic formulations for antimicrobial therapy. Thus, further bioguided studies and clinical trials are needed to address the existing gaps in the knowledge. Future research should focus on the isolation, doses, clinical efficacy, safety and mechanisms of action of probiotics in humans.
Theerthagiri J., Park J., Das H.T., Rahamathulla N., Cardoso E.S., Murthy A.P., Maia G., Vo D.N., Choi M.Y.
Environmental Chemistry Letters scimago Q1 wos Q1
2022-07-09 citations by CoLab: 184 Abstract  
The electrocatalytic reduction of nitrate waste into ammonia allows both the removal of nitrate contaminants and an alternative production of ammonia compared to the classical Haber–Bosch industrial process. Ammonia is useful in agriculture for manufacturing fertilizers, and as a reagent in pharmaceuticals, metallurgy, explosives, and the textile industry; ammonia is also an energy carrier in the automobile industry for next-generation fuel cells. Here we review the nitrate-to-ammonia conversion by electrocatalysis of industrial and agricultural waste, with focus on catalysts, reaction intermediates, side reactions, and reaction conditions. Electron transfer is facilitated by electrocatalysts with transition metals having occupied d-orbitals with similar energy levels to that of the nitrate lowest unoccupied molecular orbital. Green electro-conversion using carbon-based materials is also discussed. Results show nitrate conversion from 53 to 99.8% and ammonia selectivity from 70 to 97.4%.
Watling J.I., Arroyo‐Rodríguez V., Pfeifer M., Baeten L., Banks‐Leite C., Cisneros L.M., Fang R., Hamel‐Leigue A.C., Lachat T., Leal I.R., Lens L., Possingham H.P., Raheem D.C., Ribeiro D.B., Slade E.M., et. al.
Ecology Letters scimago Q1 wos Q1
2020-04-01 citations by CoLab: 184 Abstract  
Decades of research suggest that species richness depends on spatial characteristics of habitat patches, especially their size and isolation. In contrast, the habitat amount hypothesis predicts that (1) species richness in plots of fixed size (species density) is more strongly and positively related to the amount of habitat around the plot than to patch size or isolation; (2) habitat amount better predicts species density than patch size and isolation combined, (3) there is no effect of habitat fragmentation per se on species density and (4) patch size and isolation effects do not become stronger with declining habitat amount. Data on eight taxonomic groups from 35 studies around the world support these predictions. Conserving species density requires minimising habitat loss, irrespective of the configuration of the patches in which that habitat is contained.
Nazir H., Muthuswamy N., Louis C., Jose S., Prakash J., Buan M.E., Flox C., Chavan S., Shi X., Kauranen P., Kallio T., Maia G., Tammeveski K., Lymperopoulos N., Carcadea E., et. al.
2020-08-01 citations by CoLab: 183 Abstract  
The goal of the review series on the H 2 economy is to highlight the current status, major issues, and opportunities associated with H 2 production, storage, transportation, distribution and usage in various energy sectors. In particular, Part I discussed the various H 2 (grey and green) production methods including the futuristic ones such as photoelectrochemical for small, medium, and large-scale applications. Part II of the H 2 economy review identifies the developments and challenges in the areas of H 2 storage, transportation and distribution with national and international initiatives in the field, all of which suggest a pathway for establishing greener H 2 society in the near future. Currently, various methods, comprising physical and chemical routes are being explored with a focus on improving the H 2 storage density, capacity, and reducing the cost. H 2 transportation methods by road, through pipelines, and via ocean are pursued actively in expanding the market for large scale applications around the world. As of now, compressed H 2 and its transportation by road is the most realistic option for the transportation sector. • H 2 storage in compressed form is the commercially viable technology at present. • Critical cost factors in H 2 storage, transportation and distribution are provided. • Logistic flow of H 2 from storage points to various mobility applications is presented. • H 2 transportation by road, pipeline and ocean is reviewed for large-scale application. • Compressed H 2 transportation by road is the viable option for the automotive sector.
Nazir H., Muthuswamy N., Louis C., Jose S., Prakash J., Buan M.E., Flox C., Chavan S., Shi X., Kauranen P., Kallio T., Maia G., Tammeveski K., Lymperopoulos N., Carcadea E., et. al.
2020-10-01 citations by CoLab: 175 Abstract  
Energy enthusiasts in developed countries explore sustainable and efficient pathways for accomplishing zero carbon footprint through the H2 economy. The major objective of the H2 economy review series is to bring out the status, major issues, and opportunities associated with the key components such as H2 production, storage, transportation, distribution, and applications in various energy sectors. Specifically, Part I discussed H2 production methods including the futuristic ones such as photoelectrochemical for small, medium, and large-scale applications, while Part II dealt with the challenges and developments in H2 storage, transportation, and distribution with national and international initiatives. Part III of the H2 economy review discusses the developments and challenges in the areas of H2 application in chemical/metallurgical industries, combustion, and fuel cells. Currently, the majority of H2 is being utilized by a few chemical industries with >60% in the oil refineries sector, by producing grey H2 by steam methane reforming on a large scale. In addition, the review also presents the challenges in various technologies for establishing greener and sustainable H2 society.
Galarza-Perez S.C., Zapata M.J., Zanata C., Cena C., Wender H., Martins C.A.
ACS Applied Polymer Materials scimago Q1 wos Q1
2025-03-14 citations by CoLab: 0
Mendes D.T., Tibúrcio P.D., Cirqueira G.D., Marcheti P.M., Zerbetto S.R., Fernandes C.S., Nóbrega M.D.
2025-03-13 citations by CoLab: 0 PDF Abstract  
Psychic suffering is typical of the human condition and involves multideterminant factors in its origin, with significant influence from affective–relational–economic issues, invariably marked by negative and positive experiences. Objective: The objective of this study is to describe the process of construction and content validation of a set of nursing actions to integrate a mobile educational technology to assist individuals in psychic distress in primary health care. Methods: This was a methodological study in four stages: scope review, qualitative research, elaboration of a set of nursing actions and content validation. It was carried out from December/2022 to December/2023, with 16 Brazilian specialists, a minimum Content Validity Index of 80% and Cronbach’s Alpha (α). Results: Six sets of actions were elaborated and evaluated: nursing actions in the initial assessment of the individual in psychic distress (99% α 0.47); nursing actions towards individuals in psychic distress with complaints associated with Depressive Disorder (93.4% α 0.84); nursing actions towards individuals in psychic distress with complaints associated with Anxiety Disorder (95.4% α 0.88); nursing actions towards individuals in psychic distress with Suicidal Ideation (96.3% α 0.71); nursing actions towards individuals in psychic distress resulting from the use of psychoactive substances (99.6% α 0.77) and; nursing actions towards individuals in psychic distress as a result of grief situations (98.6% α 0.28). Conclusions: The set of actions proved to be validated and to have acceptable reliability, thus contributing to supporting the development of educational technology. The conclusions of this research highlight the possibility for nurses to conduct nursing actions in the care of people in psychic distress, in a non-specialized context. In addition, this is a resource to improve the routine mental health care of nurses who work in primary health care.
Cançado W.L., Sitoe E.D., Oliveira J.T., Faroni L.R., Alencar E.R., Silva M.V., Cunha F.F.
2025-03-12 citations by CoLab: 0 PDF Abstract  
Ozonation of irrigation water is a promising technology that improves the efficiency of irrigation systems. However, it is necessary to investigate the potential adverse effects of the continuous application of this technology on pastures, particularly on Mombaça grass (Panicum maximum cv. Mombaça), to ensure that its benefits are not outweighed by negative impacts. This study aimed to evaluate the impact of ozonated irrigation water on the production of Mombaça grass under different fertilization management practices. The experiment was conducted in a controlled environment using 4.5 L pots, following a completely randomized design with five replications. The experimental setup employed a factorial arrangement, involving two irrigation water sources (with and without ozonation) and two fertilization managements (with and without N and K2O), resulting in 20 experimental units. A 60-day uniformity cycle and three 30-day cycles were performed, assessing water consumption as well as the morphogenic and agronomic characteristics of Mombaça grass. Fertilization with N and K2O increased water consumption and improved the agronomic characteristics of Mombaça grass, promoting greater development and growth in line with its morphogenic traits. Regardless of fertilization, ozonation of irrigation water did not cause harm to growth and biomass yield. Therefore, the technique of ozonating irrigation water can be used in the cultivation of Mombaça grass.
Rissi D.R., Mendes R.E., Goodwin C.C., Barros C.S.
Veterinary Pathology scimago Q1 wos Q1
2025-03-12 citations by CoLab: 0 Abstract  
Different tissues have a normal color spectrum that reflects their cellular composition and/or metabolic features. Similarly, distinct color variations may occur in tissues that have undergone pathologic or nonpathologic changes. Common examples of color changes in domestic animal tissues include red (associated with erythrocytes, hemoglobin, and myoglobin), brown (ferric hemoglobin or myoglobin, suppurative inflammation, lipid oxidation, postmortem autolysis, formalin fixation, neoplasms arising from cytochrome-rich tissues), yellow (hemoglobin and iron degradation, biliary pigment and by-products, carotenes, keratin, necrosis, suppurative or fibrinous inflammation), green (hemoglobin and iron degradation, biliary pigment and by-products, meconium, eosinophilic or suppurative inflammation, oomycete and algal infections), white (lack of blood, adipose tissue and its neoplasms, chylous effusion, necrosis, mineralization, fibrosis, lymphoid tissue, round cell neoplasms), translucent (transudate, cysts), black to gray (hemoglobin and iron degradation, melanin, carbon, tattoos), and blue to purple (poorly oxygenated blood, tattoos). Pathologists and pathology trainees can benefit from understanding why particular colors are present in a tissue or organ and are advised to recognize the color dynamics that occur over time, such as hemorrhage progressing from red to purple and subsequently to yellow, green, and brown. Therefore, clear and precise color recognition and description is a key feature of a gross examination. Understanding the relationship between color changes in tissues and the underlying biologic or pathologic processes can help elucidate disease recognition and diagnosis.
Gil P.K., Conrado D.D., Nascimento A.I., Pereira da Cunha J.C., Serrano Ramires Koch G., Guadeluppe Maciel C., Du Bocage Santos-Pinto C., Falcão de Oliveira E.
2025-03-12 citations by CoLab: 0
Liu S., Farias K.S., Zanuncio V.S., Damasceno Júnior G.A., Alves F.M., Paredes-Gamero E.J., de Souza K.F., Pessatto L.R., Torquato H.F., Carollo C.A., Silva D.B.
ACS Omega scimago Q2 wos Q2 Open Access
2025-03-06 citations by CoLab: 0 PDF
Cunha M.S., Queiroz-Cardoso A.I., Costa L.S., Matricardi J.L., Pompeo C.M.
2025-03-01 citations by CoLab: 0 Abstract  
RESUMO O período gestacional é caracterizado por alterações fisiológicas que acarretam desfechos que evoluem negativamente. A pandemia de covid-19 teve altas taxas de óbito em mulheres no mundo. Este estudo objetivou analisar as repercussões da pandemia de covid-19 no perfil epidemiológico da Mortalidade Materna. Trata-se de um estudo transversal comparativo entre os períodos anterior (2018-2019) e inicial da pandemia de covid-19 (2020-2021). Os dados foram coletados da base da Secretaria de Estado de Saúde do Mato Grosso do Sul e analisados no R-Studio. Foram analisadas 118 mortes maternas. 51 ocorreram entre 2018-2019 e 67 entre 2020-2021. A razão de Mortalidade Materna passou de 57,97 para 80,25. Anos Potenciais de Vida Perdidos aumentaram de 1774,41 para 2237,34. Puérperas tiveram elevadas taxas de mortalidade. A doença respiratória teve razão de prevalência de 2,18 (IC=1,34-3,52) para o período de 2020-2021, quando comparado com 2018-2019. Os resultados evidenciam a vulnerabilidade das mulheres no ciclo gravídico puerperal às doenças com alto contágio e com virulência elevada, como a covid-19. A ampliação de acesso ocasiona prevenção de óbitos evitáveis, que desencadeiam repercussões sociais e econômicas negativas para toda a população.
Kegley L.E., Espinola M., Narasimhan S.
IEEE Power Electronics Magazine scimago Q2 wos Q2
2025-03-01 citations by CoLab: 0
AQUINO S.N., BEZERRA H.K., LOUREDO B.V., AMARAL-SILVA G.K., GAETTI-JARDIM E.C., ANTUNES D.M., SANTOS-SILVA A.R., LOPES M.A., VARGAS P.A.
2025-03-01 citations by CoLab: 0 Abstract  
To describe a well-documented series of 10 new cases of conventional and unicystic canalicular adenoma (CAD).
Yan M., Bertassoni A., Massocato G.F., Desbiez A.L.
Journal of Zoology scimago Q1 wos Q1
2025-02-25 citations by CoLab: 0 Abstract  
AbstractArmadillos are considered important ecosystem engineers as their burrows can benefit many species. Monitoring burrows with camera traps allows us to obtain relevant biological data on the species that utilize this resource. Our goal in this study was to examine the lesser anteater's (Tamandua tetradactyla) use of giant armadillo (Priodontes maximus) burrows as a first attempt to assess how user species benefit from them. We took camera trap data from a long‐term monitoring study (2011–2020) in the Brazilian Pantanal wetland. We then evaluated and classified the frequency and way in which the burrows were used by the individual lesser anteaters. We also assessed the time of entrance and exit from the burrows related to sleep, the period of activity and activity pattern. This species used most monitored burrows, and these were used more than once by the same individuals or by more than one individual at different times. We described four types of uses: inspection of the burrow entrance, inspection of the interior of the burrow, exploratory/resting and sleeping. The lesser anteater was active on average 7 h 42 m per day with a primarily nocturnal activity pattern, which started in the early evening and ended at dawn. This is the first study to evaluate a focal species' use of giant armadillo burrows. Our data suggest that burrows are a valuable resource for the lesser anteater as shelter. Burrow monitoring proved to be effective in obtaining records and key information on the ecology and behaviour of the lesser anteater. New studies may explore this approach to acquire data on other species who frequently use these burrows, including agoutis, tayras, ocelots and coatis.
Silva C.S., Santana D.C., Baio F.H., Seron A.C., Alvarez R.D., Teodoro L.P., Junior C.A., Teodoro P.E.
AgriEngineering scimago Q1 wos Q2 Open Access
2025-02-19 citations by CoLab: 0 PDF Abstract  
Soybean stands out for being the most economically important oilseed in the world. Remote sensing techniques and precision agriculture are being analyzed through research in different agricultural regions as a technological system aiming at productivity and possible low-cost reduction. Machine learning (ML) methods, together with the advent of demand for remotely piloted aircraft available on the market in the recent decade, have been conducive to remote sensing data processes. The objective of this work was to evaluate the best ML and input configurations in the classification of agronomic variables in different phenological stages. The spectral variables were obtained in three phenological stages of soybean genotypes: V8 (at 45 days after emergence—DAE), R1 (60 DAE), and R5 (80 DAE). A Sensefly eBee fixed-wing RPA equipped with the Parrot Sequoia multispectral sensor coupled to the RGB sensor was used. The Sequoia multispectral sensor with an RGB sensor acquired reflectance at wavelengths of blue (450 nm), green (550 nm), red (660 nm), near-infrared (735 nm), and infrared (790 nm). The following were used to evaluate the agronomic traits: days to maturity, number of branches, productivity, plant height, height of the first pod insertion and diameter of the main stem. The random forest (RF) model showed greater accuracy with data collected in the R5 stage, whose accuracies were close to 56 for the percentage of correct classifications (CC), close to 0.2 for Kappa, and above 0.55 for the F-score. Logistic regression (RL) and support vector machine (SVM) models showed better performance in the early reproductive stage R1, with accuracies above 55 for CC, close to 0.1 for Kappa, and close to 0.4 for the F-score. J48 performed better with data from the V8 stage, with accuracies above 50 for CC and close to 0.4 for the F-score. This reinforces that the use of different specific spectra for each model can enhance accuracy, optimizing the choice of model according to the phenological stage of the plants.
Santos Santana J.C., dos Santos Difante G., de Faria Theodoro G., Gurgel A.L., da Costa A.B., de Almeida E.M., Marques Costa C., Camargo F.C., da Silva W.J., Arcanjo A.H., Guidolin D.G.
2025-02-18 citations by CoLab: 0
da Silva Rodrigues T., Roque C.G., Santana D.C., Navarrete A.A., de Cássia Félix Alvarez R., Teodoro L.P., Soares E.S., Teodoro P.E.
2025-02-18 citations by CoLab: 0 PDF
Lebreton E., Ertz D., Lücking R., Aptroot A., Carriconde F., Ah-Peng C., Huang J., Chen K., Stenger P., Cáceres M.E., van den Boom P., Sérusiaux E., Magain N.
IMA Fungus scimago Q1 wos Q1 Open Access
2025-02-17 citations by CoLab: 0 Abstract  
Foliicolous lichens grow on living leaves of vascular plants. They are mostly found in tropical to subtropical or temperate rainforests. Many phenotype-based species are considered as pantropical or even sub-cosmopolitan, either attributed to old ages, having existed prior to continental breakups or long-distance dispersal. We built a much expanded, global phylogeny of Gomphillaceae, the most diverse group of leaf-dwelling lichenised fungi. Our sampling encompassed six major biodiversity hotspots: MIOI (Madagascar and the Indian Ocean Islands), the Caribbean, New Caledonia, the Colombian Chocó, Mesoamerica and the Atlantic coast of Brazil. It was based on multilocus sequence data (mtSSU rDNA, nuLSU rDNA and RPB1), including 2207 sequences of 1256 specimens. Species delimitation methods combined with a phenotype matrix identified 473 putative species. Amongst these, 104 are confirmed as described, 213 are classified as cryptic or near cryptic (hidden diversity), 100 represent new species to science (identified on the basis of phenotype) and 56 remain unidentified. Amongst the 104 species with a valid name, 40.5% are distributed across 2–5 continents (lichenogeographical regions) by applying the phenotype-based species concept. However, using the integrative approach to delineate species, this estimate is reduced to 9%. We estimate the global species richness of Gomphillaceae at 1,861–2,356 species. The timing of species-level divergences suggests that the current distribution of foliicolous lichens is shaped more by long-distance dispersal and rapid diversification than by vicariance. The origin of the family and major clades appears to be in the Neotropics, with subsequent numerous dispersal events. Our results support the separation of three major lineages, corresponding to the former families Asterothyriaceae, Gomphillaceae s.str. and Solorinellaceae, which should be recognised at the subfamily level.
Teixeira P.D., Ítavo L.C., Gurgel A.L., Ítavo C.C., de Nadai Bonin Gomes M., da Silva M.G., Chay-Canul A.J.
2025-02-14 citations by CoLab: 0 Abstract  
This work aimed to use the biometric measurements of steers in the rearing phase to predict the carcass characteristics of Nellore cattle managed in tropical pastures. Data from 60 young bulls in the rearing phase supplemented and managed on Brachiaria brizantha pastures during the rainy season and dry-rainy transition and slaughtered at 24 months old after 112 days in feedlot. Descriptive statistical analyses and Pearson's correlation coefficients were performed. The goodness of fit of the developed equations was evaluated by the coefficients of determination (R2) and square root mean error (RMSE). The average body weight (BW) in the rearing phase was 295 kg BW corresponding to 72.8 kg BW0.75. The average of the loin eye area (LEA), subcutaneous fat thickness (SFT), and rump fat thickness (RFT) measured by ultrasound were 43.5 cm2, 3.3 mm, and 3.6 mm, respectively. The correlation between BW and BW0.75, and LEA were positively significant. Total weight gain (TWG) and average daily gain (ADG) showed a correlation of 0.4216 and 0.4235 with SFT. To LEA prediction, the best fitting considered BW, TWG, and average daily gain (ADG) variables. Whereas SFT, considered BW, and ADG, and to RFT prediction, the best fitting considered only BW. The internal validation (k = 10) of the equations for predicting observed random error of 98.74% in LEA equation, 71.35% in SFT equation, and 98.59% in RFT equation. Body weight and weight gain during the rearing period can be used as predictor variables for LEA, SFT, and RFT of Nellore cattle kept in tropical pastures.

Since 1977

Total publications
9431
Total citations
116420
Citations per publication
12.34
Average publications per year
192.47
Average authors per publication
56.71
h-index
107
Metrics description

Top-30

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General Medicine, 838, 8.89%
Animal Science and Zoology, 797, 8.45%
Ecology, Evolution, Behavior and Systematics, 700, 7.42%
General Veterinary, 566, 6%
Agronomy and Crop Science, 454, 4.81%
Plant Science, 435, 4.61%
Infectious Diseases, 412, 4.37%
Parasitology, 333, 3.53%
Biochemistry, 323, 3.42%
Multidisciplinary, 323, 3.42%
Ecology, 317, 3.36%
Public Health, Environmental and Occupational Health, 281, 2.98%
Analytical Chemistry, 255, 2.7%
Food Science, 239, 2.53%
Microbiology (medical), 237, 2.51%
General Chemistry, 191, 2.03%
Drug Discovery, 191, 2.03%
General Agricultural and Biological Sciences, 190, 2.01%
Organic Chemistry, 189, 2%
Molecular Biology, 189, 2%
Management, Monitoring, Policy and Law, 181, 1.92%
Insect Science, 168, 1.78%
Nature and Landscape Conservation, 167, 1.77%
Physical and Theoretical Chemistry, 162, 1.72%
Condensed Matter Physics, 161, 1.71%
Genetics, 159, 1.69%
Pollution, 159, 1.69%
General Nursing, 157, 1.66%
Environmental Chemistry, 155, 1.64%
Aquatic Science, 151, 1.6%
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USA, 991, 10.51%
United Kingdom, 497, 5.27%
Spain, 412, 4.37%
Australia, 408, 4.33%
Germany, 400, 4.24%
France, 384, 4.07%
Italy, 334, 3.54%
Portugal, 318, 3.37%
China, 292, 3.1%
Colombia, 283, 3%
Mexico, 274, 2.91%
India, 266, 2.82%
Switzerland, 251, 2.66%
Belgium, 235, 2.49%
Pakistan, 225, 2.39%
Finland, 221, 2.34%
Turkey, 212, 2.25%
Estonia, 211, 2.24%
Republic of Korea, 211, 2.24%
Thailand, 211, 2.24%
Poland, 210, 2.23%
Ireland, 209, 2.22%
Austria, 208, 2.21%
Ecuador, 208, 2.21%
Czech Republic, 207, 2.19%
Iran, 205, 2.17%
Canada, 203, 2.15%
Hungary, 201, 2.13%
Greece, 200, 2.12%
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  • We do not take into account publications without a DOI.
  • Statistics recalculated daily.
  • Publications published earlier than 1977 are ignored in the statistics.
  • The horizontal charts show the 30 top positions.
  • Journals quartiles values are relevant at the moment.