Non-destructive method for estimating leaf area of Ocimum gratissimum L. using leaf dimensions
Palavras-chave:
allometric equations, basil, lamiaceae, leaf blades, regression modelsResumo
Basil (Ocimum gratissimum - Lamiaceae), is a sub-shrub plant species with great economic importance for several regions, and studies on its growth, physiology, and reproduction become needed. The aimed research was to obtain a regression equation to estimate leaf area of O. gratissimum. 250 basil leaves were collected and the linear dimensions (length and width) and real leaf area of each leaf were measured. From these data, the products between length and width, length and length were calculated. Equations were obtained using regression models: linear, linear without intercept, quadratic, cubic, power, and exponential. The best equation was selected based on determination coefficient, Pearson’s correlation coefficient, Willmott’s agreement index and CS index, Akaike information criterion, mean absolute error and root mean square error. All equations proposed using the product between length and width (LW) can be used to predict the leaf area of O. gratissimum. However, the equation LA=0.54*LW1.03 (power model) is the most recommended to estimate the leaf area of this species.
Referências
Akaike H (1974) A new look at the statistical model identification. IEEE Transactions on Automatic Control, 19:716-723.
Akpan OU, Bassey RB, Agba BS & Edegha IA (2014) Elevation of serum pancreatic amylase and distortion of pancreatic cytoarchitecture in type 1 diabetes mellitus rats treated with Ocimum gratissimum. Nigeria Medical Association, 55:34-38.
Alvares CA, Stape JL, Sentelhas PC, Gonçalves JLM & Sparovek Gerd (2013) Köppen’s climate classification map for Brazil. Meteorologische Zeitschrift, 22:711-728.
Antar GM (2020) Ocimum in Flora do Brasil 2020. Available at: <http://floradobrasil.jbrj.gov.br/reflora/floradobrasil/FB23332>. Accessed on: April 23th, 2022.
Bezerra RCA, Leite MLMV, Almeida MCR, Lucena LRR, Simões VJLP & Sales AT (2020) Estimativa de área da lâmina foliar de Digitaria pentzii sob diferentes alturas de corte. Ciência Animal Brasileira, 21:01-15.
Bitu VCN, Bitu VCN, Matias EFF, Lima WP, Portelo AC, Coutinho HDM & Menezes IRA (2015) Ethnopharmacological study of plants sold for therapeutic purposes in public markets in Northeast Brazil. Journal of Ethnopharmacology, 172:265-272.
Camargo AP & Sentelhas PC (1997) Avaliação do desempenho de diferentes métodos de estimativa da evapotranspiração potencial no estado de São Paulo, Brasil. Revista Brasileira de Agrometeorologia, 5:89-97.
Cargnelutti Filho A, Pezzini RV, Neu IMM & Dumke GE (2021) Estimation of buckwheat leaf area by leaf dimensions. Semina: Ciências Agrárias, 42:1529-1548.
Carvalho JO, Toebe M, Tartaglia FL, Bandeira CT & Tambara AL (2017) Leaf area estimation from linear measurements in different ages of Crotalaria juncea plants. Anais da Academia Brasileira de Ciências, 89:1851-1868.
Cruz MJF & Bezerra SB (2017) Obtenção do óleo essencial de Ocimum gratissimum L. para desenvolvimento de cosmético de limpeza facial. Revista Diálogos Acadêmicos, 6:159-162.
Daramola OS, Olasantan FO, Salau AW, Olorunmaiye PM, Adigun JA, Joseph-Adekunle TT & Osipitan OA (2018) Rapid leaf area measurement methods for peppermint (Mentha piperita L.) grown under tropical condition. Advances in Agricultural Science, 6:123-131.
Donato LTF, Donato SLR, Brito CFB, Fonseca VA, Gomes CN & Rodrigues Filho VA (2020) Estimating leaf area of prata-type banana plants with lanceolate type leaves. Revista Brasileira de Fruticultura, 42:01-07.
Goergen PCH, Lago I, Schwab NT, Alves AF, Freitas CPO & Selli VS (2021) Allometric relationship and leaf area modeling estimation on chia by non-destructive method. Revista Brasileira de Engenharia Agrícola e Ambiental, 25:305-311.
Grin-Global (2016) Taxon: Ocimum gratissimum L. Available at: <https://npgsweb.arsgrin.gov/gringlobal/taxonomydetail.aspx-?id=25483>. Accessed on: April 23th, 2022.
Hzounda JBF, Jazet PMD, Lazar G, Raducanu D, Caraman I, Bassene E, Boyom FF & Lazar IM (2016) Spectral and chemometric analyses reveal antioxidant properties ofessential oils from four Cameroonian Ocimum. Industrial Crops and Products, 80:101-108.
Janssen PHM & Heuberger PSC (1995) Calibration of process-oriented models. Ecological Modelling, 83:55-66.
Leite MLMV, Lucena LRR, Sá Júnior EH & Cruz MG (2017) Estimativa da área foliar em Urochloa mosambicensis por dimensões lineares. Revista Agropecuária Técnica, 38:9-16.
Lucena LRR, Leite MLMV, Simões VJLP, Nóbrega C, Almeida MCR & Simplício JB (2021) Estimating the area and weight of cactus forage cladodes using linear dimensions. Acta Scientiarum. Agronomy, 43:01-10.
Macário APS, Ferraz RLS, Costa PS, Brito Neto JF, Melo AS & Dantas Neto J (2020) Allometric models of estimating Moringa oleífera leaflets area. Ciência e Agrotecnologia, 44:1-10.
Marshall JK (1968) Methods of leaf area measurement of large and small leaf samples. Photosynthetica, 2:41-47.
Monga S, Dhanwal P, Kumar R, Kumar A & Chhokar V (2017) Pharmacological and physico-chemical properties of Tulsi (Ocimum gratissimum L.): An updated review. Pharmaceutical Innovation, 6:181-186.
Monteiro PC, Majolo C, Chaves FCM, Bizzo HR, O’Sullivan FLA & Chagas EC (2021) Antimicrobial activity of essential oils from Lippia sidoides, Ocimum gratissimum and Zingiber officinale against Aeromonas spp.. Journal of Essential Oil Research, 33:152-161.
Mota CS, Leite HG & Cano MAO (2014) Equações para estimar área foliar de folíolos de Acrocomia aculeta. Pesquisa Florestal Brasileira, 34:217-224.
Oyelakin AO, Olubode TP & Olawale BR (2020) Ethnobotanical survey and phytochemical analysis of selected medicinal plants used in treating digestive disorder. Journal of Medicinal Plants Studies, 8:38-42.
Peksen E (2007) Non-destructive leaf area estimation model for faba bean (Vicia faba L.). Scientia Horticulturae, 113:322-328.
R Development Core Team (2020) R: A language and environment for statistical computing. Available at: <https://www.r-project.org/>. Accessed on: April 15th, 2022.
Ribeiro JES, Barbosa AJS, Lopes SF, Pereira WE & Albuquerque MB (2018a) Seasonal variation in gas exchange by plants of Erythroxylum simonis Plowman. Acta Botanica Brasilica, 32:287-296.
Ribeiro JES, Barbosa AJS & Albuquerque MB (2018b) Leaf area estimate of Erythroxylum simonis Plowman by linear dimensions. Floresta e Ambiente, 25:01-07.
Ribeiro JES, Coêlho ES, Figueiredo FRA, Lopes SF & Albuquerque MB (2019a) Estimation of leaf area of Erythroxylum citrifolium from linear leaf dimensions. Bioscience Journal, 35:1923-1931.
Ribeiro JES, Coêlho ES, Figueiredo FRA, Pereira WE & Albuquerque MB (2019b) Leaf area estimation for Psychotria carthagenensis and Psychotria hoffmannseggiana as a function of linear leaf dimensions. Acta Scientiarum. Biological Sciences, 41:01-08.
Ribeiro JES, Nóbrega JS, Figueiredo FRA, Ferreira JTA, Pereira WE, Bruno RLA & Albuquerque MB (2020a) Estimativa da área foliar de Mesosphaerum suaveolens a partir de relações alométricas. Rodriguésia, 71:01-09.
Ribeiro JES, Coêlho ES, Figueiredo FRA & Melo MF (2020b) Non-destructive method for estimating leaf area of Erythroxylum pauferrense (Erythroxylaceae) from linear dimensions of leaf blades. Acta Botanica Mexicana, 127:01-12.
Ribeiro JES, Figueiredo FRA, Coêlho ES & Melo MF (2021) Allometric equations to estimate the leaf area of Psychotria colorata (Willd. Ex Schult.) Müll.Arg. Bioscience Journal, 37:01-09.
Ribeiro JES, Coêlho ES, Almeida PHA, Lopes WAR, Silva EF, Oliveira AKS, Silveira LM, Silva DV, Barros Júnior AP & Dias TJ (2022a) Allometric models to estimate peanuts leaflets area by non-destructive method. Bragantia, 81:01-13.
Ribeiro JES, Nobrega JS, Coelho ES, Dias TJ & Melo MF (2022b) Estimating leaf area of basil cultivars through linear dimensions of leaves. Ceres, 69:139-147.
Ribeiro JES, Figueiredo FRA, Nóbrega JS, Coêlho ES & Melo MF (2022c) Leaf area of Erythrina velutina Willd. (Fabaceae) through allometric equations. Floresta, 52:93-102.
Ribeiro JES, Coêlho ESC, Oliveira AKS, Silva AGC, Lopes WAR, Oliveira PHA, Silva EF, Barros Júnior & Silveira LM (2023a) Artificial neural network approach for predicting the sesame (Sesamum indicum L.) leaf area: A non-destructive and accurate method. Heliyon, 9:1-12.
Ribeiro JES, Coelho ES, Pessoa AMS, Oliveira AKS, Oliveira AMF, Barros Júnior AP, Mendonca V & Nunes GHS (2023b) Nondestructive method for estimating the leaf area of sapodilla from linear leaf dimensions. Revista Brasileira de Engenharia Agrícola e Ambiental, 27:209-215.
Santana BF, Voeks RA & Funch LS (2016) Ethnomedicinal survey of a maroon community in Brazil’s Atlantic tropical forest. Journal of Ethnopharmacology, 181:37-49.
Santos JNB, Jarma-Orozco A, Antunes WC, Mendes KR, Figueiroa JM, Pessoa JM & Pompelli MF (2021) New approaches to predict leaf area in woody tree species from the Atlantic Rainforest, Brazil. Austral Ecology, 46:01-14.
Silva SF, Pereira LR, Cabanez PA, Mendonça RF & Amaral JAT (2017) Modelos alométricos para estimativa da área foliar de boldo pelo método não destrutivo. Agrarian, 10:193-198.
Silva TI, Ribeiro JES, Dias MG, Cruz RRP, Macêdo LF, Nóbrega JS, Sales GNB, Santos EP, Costa FB & Grossi JAS (2023) Non-destructive method for estimating chrysanthemum leaf area. Revista Brasileira de Engenharia Agrícola e Ambiental, 27:934-940.
Sousa LF, Santos JGD, Alexandrino E, Maurício RM, Martins AD & Sousa JTL (2015) Método prático e eficiente para estimar a área foliar de gramíneas forrageiras tropicais. Archivos de Zootecnia, 64:83-85.
Taiz L, Zeiger E, Møller IM & Murphy A (2017) Fisiologia e desenvolvimento vegetal. Artmed. Porto Alegre, Brasil. 888p.
Teobaldelli M, Basile B, Giuffrida F, Romano D, Toscano S, Leonardi C, Rivera CM, Colla G & Rouphael Y (2020) Analysis of cultivar-specific variability in size-related leaf traits and modeling of single leaf area in three medicinal and aromatic plants: Ocimum basilicum L., Mentha Spp., and Salvia Spp. Plants, 9:1-21.
Toebe M, Soldateli FJ, Souza RR, Mello AC & Segatto A (2021) Leaf area estimation of Burley tobacco. Ciência Rural, 51:01-09.
Tondjo K, Brancheriau L, Sabatier SA, Kokutse AD, Akossou A, Kokou K & Fourcaud T (2015) Non-destructive measurement of leaf area and dry biomass in Tectona grandis. Trees, 29:1625-1631.
Willmott CJ (1981) On the validation of models. Physical Geography, 2:184-194.
Downloads
Publicado
Como Citar
Edição
Seção
Licença

Este trabalho está licenciado sob uma licença Creative Commons Attribution 4.0 International License.