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Quality of bananas harvested at different development stages and subjected to cold storage

Qualidade de bananas submetidas a colheitas em diferentes períodos de desenvolvimento e armazenamento refrigerado

ABSTRACT

One of the biggest problems faced by banana growers is to determine the most appropriate harvest time. This study aimed to evaluate the post-harvest conservation of 'Prata-Anã' bananas harvested at 16, 17, 18, 19 and 20 weeks after the inflorescence emergence and subjected to 25 days of cold storage at the temperature of 13.5 ºC (± 1 ºC) and 90 % (± 5 %) of relative humidity. The bananas harvested at 19 and 20 weeks after the inflorescence emergence showed a more advanced maturity stage after 25 days of cold storage at 13.5 ºC. The bananas showed an increase in the content of soluble solids, as well as sugars, during the evaluations, after withdrawal from the cold room. Regardless of the fruit age, there was a decrease in the pH values over the 9 days of evaluation, after the 25-day storage period. The fruits at the ages of 19 and 20 weeks presented, on average, starch contents lower than those of the fruits with 16, 17 and 18 weeks. Fruits at the ages of 19 and 20 weeks showed higher extravasation levels on the second day of evaluation. Both the fruit harvest time and storage temperature directly influenced the post-harvest conservation and the physical and chemical characteristics of the 'Prata-Anã' bananas.

KEYWORDS:
Musa sp.; post-harvest conservation; harvest time

RESUMO

Um dos maiores problemas enfrentados pelos produtores de banana é a determinação do momento oportuno da colheita. Objetivou-se avaliar a conservação pós-colheita de bananas 'Prata-Anã' colhidas com 16, 17, 18, 19 e 20 semanas após a emissão da inflorescência e submetidas a 25 dias de armazenamento refrigerado à temperatura de 13,5 ºC (± 1 ºC) e 90 % (± 5 %) de umidade relativa. As bananas colhidas com 19 e 20 semanas após a emissão da inflorescência apresentaram estádio mais avançado de maturação após 25 dias de armazenamento refrigerado a 13,5 ºC. As bananas apresentaram aumento no teor de sólidos solúveis, bem como de açúcares, no decorrer das avaliações, após retiradas da câmara frigorífica. Independentemente da idade dos frutos, houve redução nos valores de pH durante os 9 dias de avaliação, após os 25 dias de armazenamento. Os frutos com 19 e 20 semanas apresentaram, em média, teores de amido inferiores aos frutos com 16, 17 e 18 semanas. Frutos com idades de 19 e 20 semanas apresentaram maiores teores de extravasamento no segundo dia de avaliação. A idade de colheita do fruto e a temperatura de armazenamento influenciaram diretamente na conservação pós-colheita e nas características físicas e químicas das bananas 'Prata Anã'.

PALAVRAS-CHAVE:
Musa sp.; conservação pós-colheita; época de colheita

INTRODUCTION

Bananas are among the world's most important fruits, both in terms of production and marketing. Brazil ranks fourth in banana production, behind India, China and the Philippines (FAO 2016FOOD AND AGRICULTURAL ORGANIZATION OF THE UNITED NATIONS (FAO). Faostat. 2016. Available at: <http://apps.fao.org/page/collections>. Access on: 27 Apr. 2018.
http://apps.fao.org/page/collections...
). In the 2016 harvest, in Brazil, the production reached 6.8 million tons and yield was 14,401 kg ha-1.

In Brazil, one of the biggest problems faced by banana growers is to determine the best time to harvest the fruits, since harvesting at an inadequate time may cause the fruit to become unsuitable for marketing (Lichtemberg et al. 2016LICHTEMBERG, L. A. et al. Colheita, manuseio pós-colheita e conservação dos frutos. In: FERREIRA, C. F. et al. (Eds.). O agronegócio da banana. Brasília, DF: Embrapa, 2016.). Banana fruits are harvested at a green, but physiologically developed stage [maturity stage 1, as per Von Loesecke's classification standards (PBMH & PIF 2006PROGRAMA BRASILEIRO PARA A MODERNIZAÇÃO DA HORTICULTURA & PRODUÇÃO INTEGRADA DE FRUTAS (PBMH & PIF). Normas de classificação de banana. São Paulo: Ceagesp, 2006. (Documentos, 29).)], and, for being climacteric, they complete their ripening after harvesting (Castricini et al. 2015CASTRICINI, A. et al. Caracterização pós-colheita e sensorial de genótipos de bananeiras tipo Prata. Revista Brasileira de Fruticultura, v. 37, n. 1, p. 27-37, 2015.).

According to Borges & Souza (2004)BORGES, A. L.; SOUZA, L. da S. Exigências edafoclimáticas. In: BORGES, A. L.; SOUZA, L. da S. (Eds.). O cultivo da bananeira. Cruz das Almas: Embrapa Mandioca e Fruticultura, 2004. p. 132-145., guiding methods for determining the best harvest time include: physiological stage, fruit diameter and fruit diameter by age. Chitarra & Chitarra (2005)CHITARRA, M. I. F.; CHITARRA, A. B. Pós-colheita de frutos e hortaliças: fisiologia e manuseio. 2. ed. Lavras: UFLa, 2005. suggest taking into account the days from the inflorescence emergence, desiccation of leaves, fragility of floral extremities, pulp consistency and changes or disappearance of fruit angularity. Some growers have individually adopted one of these methods, and they have not yet decided on a definite and safe protocol for harvesting 'Prata-Anã' bananas, since the fruits keep having square edges even when ripe.

The use of conservation techniques, such as cold storage and modified atmosphere, contributes to increasing the marketing period and reducing losses caused by the deterioration of the fruits, hence reducing post-harvest losses (Serpa et al. 2014SERPA, M. F. P. et al. Conservação de manga com uso de fécula de mandioca preparada com extrato de cravo e canela. Revista Ceres, v. 61, n. 6, p. 975-982, 2014.).

The use of cold storage alone or combined with fruit age may enhance the post-harvest conservation of 'Prata-Anã' bananas for the necessary amount of time to guarantee that the product will have the quality and the characteristics desired by the consumer market. In view of the above, this study aimed to evaluate the post-harvest conservation of 'Prata-Anã' bananas harvested, separated from bunches, at different ages and subjected to a 25-day storage period at 13.5 ºC.

MATERIAL AND METHODS

The fruits were grown at the experimental farm of the Universidade Estadual de Montes Claros, in Janaúba, Minas Gerais state, Brazil. The plants were weekly marked after the inflorescence emergence, from 14 April to 12 May (2016). A specific day of the week was defined for the markings, and the fruits were harvested on 1 September (when the bunches marked at the first week completed 20 weeks), thus resulting in bunches at the ages of 16, 17, 18, 19 and 20 weeks after the inflorescence emergence.

After the harvest, the bunches were sent to the laboratory, where the second, third and fourth tiers on the stalk were plucked and selected, being separated into bouquets of four fruits each, and each bouquet considered a repetition. To avoid diseases, the fruits were immersed in a Magnate® fungicide solution, at a dose of 2 mL 1,000 mL-1 of water, and dried in ambient air.

Each bouquet was packed in 25-µm-thick low-density polyethylene packaging, placed in standard boxes for export and stored in a cold room at 13.5 ºC ± 1 ºC and 90 % (± 5 %) of relative humidity, for 25 days. After this storage period, the fruits were withdrawn from cold room and packaging and kept at 25 ºC, for physical and chemical analyses, at two-day intervals (1, 3, 5, 7 and 9 days after cold storage), simulating the marketing period.

The peel and pulp firmness analysis was based on the maximum penetration force of a 6-mm diameter flat tip, from a distance of 10 mm, using a digital penetrometer, with results expressed in Newton (N). The fruit peel was stained by a Color Flex 45/0 (2200) colorimeter, stdzMode: 45/0 with direct reflectance reading of coordinates L* (lightness), a* (red/green hue) and b* (yellow/blue hue) of the Hunterlab Universal Software system. Based on the values of a* and b*, the hue angle (ºh*) and the chromaticity saturation index (C*) were calculated.

To determine the pH and titratable acidity, 10 g of crushed pulp were used in 90 mL of distilled water. The pH was determined by direct measurement with a bench potentiometer, and titratable acidity was determined by titration with 0.1N sodium hydroxide, using 1 % phenolphthalein as indicator, with results expressed as g of malic acid * 100 g-1 of pulp. Soluble solids were determined by refractometry, using a bench refractometer (ATAGO, model N1) with a wide measurement range (Brix: 0-95 %).

Starch was extracted and dosed by the Somoghy method, as adapted by Nelson (1944)NELSON, N. A. A photometric adaptation of somogy method for the determination of glucose. The Journal of Biological Chemistry, v. 153, n. 2, p. 375-380, 1944., and expressed in percentage of fresh pulp. Total and reducing sugars were determined according to the Nelson's (1944)NELSON, N. A. A photometric adaptation of somogy method for the determination of glucose. The Journal of Biological Chemistry, v. 153, n. 2, p. 375-380, 1944. and Dische's (1962)DISCHE, Z. General color reactions. In: WHISTLER, R. L.; WOLFRAM, M. L. Carbohydrate chemistry. New York: Academic Press, 1962. p. 477-512. methods. Non-reducing sugars were quantified by calculating the difference between total sugar and reducing sugar x 0.95, with results expressed in percentage.

Electrolyte extravasation was determined according to the method described by Whilton et al. (1992)WHILTON, T. H. et al. An improved method for using electrolyte leakage to access membrane competence in plant tissues. Plant Physiology, v. 98, n. 1, p. 198-205, 1992.. The results were expressed as the ratio between the values obtained in the first and second measurements, multiplied by 100.

The experimental design was completely randomized, in a 5 x 5 factorial arrangement (bunch ages x five evaluation periods after cold storage). Four replicates and four fruits per replicate were used. The evaluated data were submitted to variance analysis by the F test, verifying the significance of the factors tested. Regression models were adjusted, selecting the model with the highest coefficient of determination and that one that could better explain the biological phenomenon. The Sisvar statistical analysis software (Ferreira 2011FERREIRA, D. F. Sisvar: a computer statistical analysis system. Ciência & Agrotecnologia, v. 35, n. 6, p. 1039-1042, 2011.) was used for the data analysis processing.

RESULTS AND DISCUSSION

The results of the fruit physical analyses showed that there were significant differences in relation to the evaluated variables, except for lightness. The data displayed in Figure 1 show that, for chromaticity, regardless of the age of the bunch, there was an increase in the values from 43.02 to 47.6, during the 9 days of evaluation after the fruits were withdrawn from the cold room. An increase in color intensity was observed as a result of the appearance of other pigments, other than the chlorophyll present in the fruits. According to Mendonça et al. (2003)MENDONÇA, K. et al. Concentração de etileno e tempo de exposição para desverdecimento de limão "Siciliano". Brazilian Journal of Food Technology, v. 6, n. 2, p. 179-183, 2003., chromaticity expresses the color intensity, i.e., saturation, in terms of pigments of that color.

Figure 1
Chromaticity variation of 'Prata-Anã' bananas peel, in ambient conditions, after cold storage.

There was a significant interaction between bunch age and evaluation time, regarding the values found for hue angle of the fruit peel. Higher values were found for fruits that were 16, 17 and 18 weeks old, after 25 days of cold storage, with a mean decrease from 105.45º to 83.46º over the 9 days of evaluations (Figure 2). This result evinces the initial evolution of the color hue of the banana peel from green to yellow, observed more intensely in fruits coming from 20-week-old bunches, which probably had already entered the process of senescence, when the values ranged from 94.60º to 75.39º. Castricini et al. (2015)CASTRICINI, A. et al. Caracterização pós-colheita e sensorial de genótipos de bananeiras tipo Prata. Revista Brasileira de Fruticultura, v. 37, n. 1, p. 27-37, 2015. found hue angle values of 115.99º and 92.71º, respectively at the commercial harvest time and at the maturity stage 6. According to Prill et al. (2012)PRILL, M. A. S. et al. Atmosfera modificada e controle de etileno para bananas 'Prata-Anã' cultivadas na Amazônia setentrional brasileira. Revista Brasileira de Fruticultura, v. 34, n. 4, p. 990-1003, 2012., a peel color variation during ripening possibly occurs due to the process of chlorophyll degradation, in relation to the respiratory metabolism of the fruit.

Figure 2
ºHue angle variation on the peel of 'Prata-Anã' bananas separated from bunches at different ages, in ambient conditions, after 25 days of cold storage.

Peel and pulp firmness decreased with each day of evaluation as the fruits ripened (Figures 3 and 4). According to Chitarra & Chitarra (2005)CHITARRA, M. I. F.; CHITARRA, A. B. Pós-colheita de frutos e hortaliças: fisiologia e manuseio. 2. ed. Lavras: UFLa, 2005., the decrease in firmness may be related to the loss of cell wall integrity, due to enzymatic hydrolysis by the action of pectinolytic enzymes: poligaracturonase and pectinamethylesterase, as well as cellulases and β-galactosides. According to Mohapatra et al. (2011)MOHAPATRA, D. et al. Post-harvest processing of banana: opportunities and challenges. Food and Bioprocess Technology, v. 4, n. 3, p. 327-339, 2011., besides the hydrolysis of starch and solubilization of pectic substances in the cell wall, fruit softening may also be associated with the increase in the pulp moisture, due to osmotic exchanges with the peel, resulting in loss of turgescence.

Figure 3
Pulp firmness variation of 'Prata-Anã' bananas, in ambient conditions, after cold storage.

Figure 4
Peel firmness variation of 'Prata-Anã' bananas, in ambient conditions, after cold storage.

The results of the study were similar to those reported by Sarmento et al. (2012)SARMENTO, J. D. A. et al. Qualidade pós-colheita de banana submetida ao cultivo orgânico e convencional. Revista Brasileira de Produtos Agroindustriais, v. 14, n. 1, p. 85-93, 2012., who studied 'Valery' cultivars stored at 14 ºC and observed a marked reduction in fruit firmness after transfering to ambient temperature conditions (27 ºC ± 2 ºC and relative humidity of 55 % ± 5 %). The same can be observed in other varieties, as reported by Sarmento et al. (2015)SARMENTO, D. H. A. et al. Armazenamento de banana 'Prata Catarina' sob temperatura ambiente recobertas com fécula de mandioca e PVC. Revista Caatinga, v. 28, n. 2, p. 235-241, 2015. for 'Catarina' banana, who observed that, during the storage period, the firmness values of fruit pulp reduced significantly from 46.45 N to 5.69 N, as maturation progressed.

There was no significant effect between bunch age and days after cold storage for soluble solids contents. A significant effect was observed only with regard to the evaluation days (Figure 5). The values found for soluble solids ranged from 6.13 ºBrix to 24.45 ºBrix, during the 9 days of evaluation after the fruits were taken from the cold room. Soluble solids indicate the amount, in grams, of the solids that are dissolved in the juice or pulp. They are measured in ºBrix, are used as an indirect measure of sugar content and increase with maturation by means of synthetic processes or by polysaccharide degradation (Chitarra & Chitarra 2005CHITARRA, M. I. F.; CHITARRA, A. B. Pós-colheita de frutos e hortaliças: fisiologia e manuseio. 2. ed. Lavras: UFLa, 2005.). Sarmento et al. (2015)SARMENTO, D. H. A. et al. Armazenamento de banana 'Prata Catarina' sob temperatura ambiente recobertas com fécula de mandioca e PVC. Revista Caatinga, v. 28, n. 2, p. 235-241, 2015. also observed an increase in the soluble solids contents, when studying the post-harvest conservation of 'Catarina' banana, with a maximum value of 24.1 ºBrix on the eighth day of storage at room temperature (27.5 ºC and relative humidity of 62.5 %).

Figure 5
Variation of soluble solids contents of 'Prata-Anã' bananas, in ambient conditions, after cold storage.

Regardless of the bunch age, there was a reduction in the pH values during the 9 days of evaluation after the fruits were withdrawn from the cold room (Figure 6). It was observed that the pH decreased as maturation progressed and, for days 1, 3, 5, 7 and 9 after cold storage, the observed values were 5.38, 4.95, 4.9, 4.98 and 4.78, respectively. A decrease in the pH is expected with the ripening of the fruit, since a decrease may be associated with the accumulation of sugar and acidic constituents as the fruit ripens (Nascimento Junior et al. 2008NASCIMENTO JUNIOR, B. B. et al. Diferenças entre bananas de cultivares Prata e Nanicão ao longo do amadurecimento: características físico-químicas e compostos voláteis. Revista Ciência e Tecnologia de Alimentos, v. 28, n. 3, p. 649-658, 2008.).

Figure 6
pH variation in 'Prata-Anã' bananas pulp, in ambient conditions, after cold storage.

There was a significant interaction between bunch age and days of evaluation for titratable acidity. Bananas from bunches of all ages showed an increase in acidity and a subsequent decrease. In the present experiment, the values found varied from 0.30 g to 0.50 g of malic acid * 100 g-1, up to the fourth day of evaluation, reducing to 0.42 g of malic acid * 100 g-1 at the last day, in view of the use of acids in the fruit respiration process (Figure 7). This increase in titratable acidity may be explained by the solubilization of pectic substances during the enzymatic activity occurring in the ripening process (Prill et al. 2012PRILL, M. A. S. et al. Atmosfera modificada e controle de etileno para bananas 'Prata-Anã' cultivadas na Amazônia setentrional brasileira. Revista Brasileira de Fruticultura, v. 34, n. 4, p. 990-1003, 2012.). Results obtained by Pimentel et al. (2010)PIMENTEL, R. M. A. et al. Qualidade pós-colheita dos genótipos de banana PA42-44 e Prata-Anã cultivados no norte de Minas Gerais. Revista Brasileira de Fruticultura, v. 32, n. 2, p. 407-413, 2010. confirm this behavior in studies with 'Prata-Anã' bananas, which showed values for titratable acidity of 0.18 % for green fruits, and titratable acidity of 0.69 % for ripe fruits. Falcão et al. (2017)FALCÃO, H. A. S. et al. Armazenamento de variedades de bananas em condições de atmosfera modificada com permanganato de potássio. Revista de Agricultura Neotropical, v. 4, n. 4, p. 1-7, 2017., analyzing 'Prata-Anã' bananas, found values of 0.44 g of malic acid * 100 g-1 after withdrawal from the cold room (13 ºC ± 1.0 ºC and relative humidity of 60-75 % ).

Figure 7
Titratable acidity variation of 'Prata-Anã' bananas separated from bunches at different ages, in ambient conditions, after cold storage.

The fruit starch contents after withdrawal from the cold room ranged from 11.08 % to 12.69 %, for the different ages studied. Probably, the hydrolysis of starch had already initiated during the cold storage, thus showing lower values than those mentioned in the literature (18-20.99 %), even though they were green in color (Martins et al. 2007MARTINS, R. N. et al. Armazenamento refrigerado de banana 'Prata Anã' proveniente de cachos com 16, 18 e 20 semanas. Ciência e Agrotecnologia, v. 31, n. 5, p. 1423-1429, 2007., Peroni-Okita et al. 2010PERONI-OKITA, F. H. G. et al. In vivo degradation of banana starch: structural characterization of the degradation process. Carbohydrate Polymers, v. 81, n. 2, p. 291-299, 2010.). The values for starch at 9 days after withdrawal from the cold room were 4.07 %, 2.74 %, 2.62 %, 3.01 % and 2.84 %, respectively at the ages of 16, 17, 18, 19 and 20 weeks (Figure 8). This variation may be due to the different maturation times at which the fruits were separated from bunches. The 20-week old fruits presented, on average, starch contents lower than those at 16, 17, 18 and 19 weeks, suggesting a more advanced maturity stage. This possibility is reinforced in studies by Silva et al. (2006)SILVA, C. S. et al. Amadurecimento da banana-prata climatizada em diferentes dias após a colheita. Ciência e Agrotecnologia, v. 30, n. 1, p. 103-111, 2006., Peroni-Okita et al. (2010)PERONI-OKITA, F. H. G. et al. In vivo degradation of banana starch: structural characterization of the degradation process. Carbohydrate Polymers, v. 81, n. 2, p. 291-299, 2010. and Martins et al. (2007)MARTINS, R. N. et al. Armazenamento refrigerado de banana 'Prata Anã' proveniente de cachos com 16, 18 e 20 semanas. Ciência e Agrotecnologia, v. 31, n. 5, p. 1423-1429, 2007., who, when studying the starch content variation of 'Prata-Anã' and 'Cavendish' (Nanicão) banana varieties, found that the green fruits had higher starch contents than ripe ones, indicating that the starch degradation occurs with ripening.

Figure 8
Starch content variation of 'Prata-Anã' bananas separated from bunches at different ages, in ambient conditions, after cold storage.

There was no significant interaction between bunch age days of evaluation for total sugars. Regardless of the bunch age, the fruits showed an increase from 4.05 % to 25 % of total sugars, over the days of evaluation (Figure 9). Santos et al. (2006)SANTOS, C. M. S. et al. Influência da atmosfera controlada sobre a vida pós-colheita e qualidade de banana 'Prata Anã'. Ciência e Agrotecnologia, v. 30, n. 2, p. 317-322, 2006. found average values of 22 % of total sugars for 'Prata-Anã' bananas in the control treatment and a variation from 20.5 % to 22.5 % for fruits stored under controlled atmosphere conditions, both at 12.5 ºC and relative humidity of 98 %, for 40 days. Saraiva et al. (2013)SARAIVA, L. A. et al. Black leaf streak disease affects starch metabolism in banana fruit. Journal of Agricultural and Food Chemistry, v. 61, n. 23, p. 5582-5589, 2013. also found, for 'Cavendish' (Nanica) bananas, during ripening, a 96 % increase in the total soluble sugar contents and a 75 % decrease in the starch contents.

Figure 9
Variation of total sugar contents of 'Prata-Anã' bananas, in ambient conditions, after cold storage.

After 25 days of cold storage, the reducing sugar contents were significant only in relation to the evaluation periods. Reducing sugar contents increased from 1.68 % to close to 16.33 % (Figure 10). Nogueira et al. (2007)NOGUEIRA, D. H. et al. Mudanças fisiológicas e químicas em bananas 'Nanica' e 'Pacovan' tratadas com carbureto de cálcio. Revista Brasileira Fruticultura, v. 29, n. 3, p. 460-464, 2007. also found that the reducing sugar contents increased during ripening, possibly due to the hydrolysis of starch and the inversion of sucrose into glucose and fructose.

Figure 10
Variation of reducing sugar contents of 'Prata-Anã' bananas, in ambient conditions, after cold storage.

Regardless of the bunch age, the non-reducing sugar contents were significant only in relation to the evaluation period, with a variation of 2.22 % to 8.6 %, during the 9 days of evaluation (Figure 11). According to Coelho et al. (2007)COELHO, D. A. et al. Avaliação da qualidade microbiológica de águas minerais comercializadas em supermercados da cidade de Alfenas, MG. Revista Higiene Alimentar, v. 21, n. 151, p. 88-92, 2007., the accumulation of soluble sugars, mainly glucose, fructose and sucrose, occurs due to the starch hydrolysis. Such sugars are oxidized and serve as basic substrates in the fruit respiration process.

Figure 11
Variation of non-reducing sugars contents of 'Prata-Anã' bananas, in ambient conditions, after cold storage.

As for electrolyte extravasation, an interaction between bunch age and days of evaluation was observed, being the fruits harvested at the age of 19 and 20 weeks the ones that showed higher levels of extravasation on the second day of evaluation, with 61.35 % and 66.57 %, respectively (Figure 12). This probably happened because the fruits were already in the process of ripening and senescence. Fruits at the age of 16, 17 and 18 weeks showed a high and constant electrolyte loss during the evaluations, with the highest peak around the fourth day of evaluation, indicating a later maturation and, consequently, a better condition for post-harvest conservation.

Figure 12
Variation of electrolyte extravasation of 'Prata-Anã'bananas separated from bunches at different ages, in ambient condition, after cold storage.

CONCLUSIONS

  1. Fruit age and storage temperature directly influence the physical and chemical characteristics of 'Prata-Anã' bananas;

  2. Bananas from bunches harvested at the ages of 19 and 20 weeks, when stored at 13.5 ºC for 25 days, are not recommended for being at an advanced maturity stage, thus having a lower capacity of post-harvest conservation;

  3. 'Prata-Anã' bananas at the ages of 16, 17 and 18 weeks may be marketed up to 9 days after being stored for 25 days, at 13.5 ºC ± 95 % of relative humidity, without loss of quality.

ACKNOWLEDGMENTS

The authors thank the Fundação de Amparo à Pesquisa do Estado de Minas Gerais (Fapemig), for the financial support, as well as the Scientific Initiation Program of the Universidade Estadual de Montes Claros (Unimontes) - PIBIC/Fapemig.

REFERENCES

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  • DISCHE, Z. General color reactions. In: WHISTLER, R. L.; WOLFRAM, M. L. Carbohydrate chemistry New York: Academic Press, 1962. p. 477-512.
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    » http://apps.fao.org/page/collections
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Publication Dates

  • Publication in this collection
    Apr-Jun 2018

History

  • Received
    Jan 2018
  • Accepted
    May 2018
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