Skip to main content
Log in

Optimization of pea (Pisum sativum) seeds hydropriming by application of response surface methodology

  • Original Article
  • Published:
Acta Physiologiae Plantarum Aims and scope Submit manuscript

Abstract

Evaluation of selected parameters viz. initial germination percentage (IGP), soaking duration (SD), process temperature, rotation speed (rpm) and air flow rate (AFR) was performed in this research investigation for hydropriming of Pea (Pisum sativum) seeds. Three seed lots having difference in their moisture content (14.94–28.04 % d.b) and germination percentage (60–80 %) were selected in this study. Procured seed lots were subjected to variable duration of accelerated aging (40 ± 1 °C, 100 % RH) to attain necessary seed lots for experimental run. Response surface methodology (Box–Behnken design) with five factors and three-level combination was adopted, and the independent variables are germination percentage (80, 70, 60), soaking duration (45, 60, 75 min), temperature (20, 25, 30 °C), rotation speed (320, 340, 360 rpm) and air flow rate (0.411, 0.548, 0.685 m3/min). Second order polynomial equation was fitted for analyzing the experimental data and data was also subjected to analysis of variance as a part of regression analysis. Process responses which were selected to evaluate the effect of hydropriming were moisture content after hydropriming, final germination percentage, seedling length, seedling dry weight, vigor indices (VI–I and VI–II) and electrical conductivity. Regression analysis suggested that models were significant for all process responses and using numerical optimization technique, the optimal solution found was 75 % IGP, 55 min SD, 20 °C temperature, 320 rpm and 0.50 m3/min AFR. Values predicted by model were found to be at par with the results of a confirmation experiment carried out at optimum conditions.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8

Similar content being viewed by others

Abbreviations

IGP:

Initial germination percentage

T:

Temperature

AFR:

Air flow rate

ANOVA:

Analysis of variance

FGP:

Final germination percentage

SDW:

Seedling dry weight

VI-II:

Vigor index-II

d.b.:

Dry basis

L2 :

Seed lot 2

MT:

Metric ton

RSM:

Response surface methodology

mS/cm:

Millisiemens/centimetre

SD:

Soaking duration

rpm:

Rotation speed

RH:

Relative humidity

MC:

Moisture content

SL:

Seedling length

VI–I:

Vigor index-I

EC:

Electrical conductivity

L 1 :

Seed lot 1

L 3 :

Seed lot 3

Mha:

Million hectare

BBD:

Box–Behnken design

min:

Minute

References

  • Abdolahi M, Andelibi B, Zangani E, Shekari F, Somarin SJ (2012) Effect of accelerated aging and priming on seed germination of rapeseed (Brassica napus L.) cultivars. Int Res J Appl Basic Sci 3(3):499–508

    CAS  Google Scholar 

  • Abdul-Baki A, Anderson JD (1973) Vigor determination in soybean seed by multiple criteria. Crop Sci 13:630–633

    Article  Google Scholar 

  • Abdulrahmani B, Ghassemi-Golezani K, Valizadeh M, Feizi-Asl V (2007) Seed priming and seedling establishment of barley (Hordeum vulgare L.). J Food Agric Environ 5:179–184

    Google Scholar 

  • Ashraf M, Rauf H (2001) Inducing salt tolerance in maize (Zea mays L.) through seed priming with chloride salts: growth and ion transport at early growth stages. Acta Physiol Plant 23:407–414

    Article  CAS  Google Scholar 

  • Box GEP, Draper NR (1987) Empirical model building and response surfaces. Wiley, New York, p 477

    Google Scholar 

  • Bradford KJ (1986) Manipulation of seed water relations via osmotic priming to improve germination under stress conditions. Hortic Sci 21:1105–1112

    Google Scholar 

  • Ellis RH, Roberts EH (1981) The quantification of ageing and survival in orthodox seeds. Seed Sci Technol 9:373–409

    Google Scholar 

  • Ferreira SLC, Bruns RE, Ferreira HS, Matos GD, David JM, Brandao GC, Da Silva EGP, Portugal LA, dos Reis PS, Souza AS, dos Santos WNL (2007) Box–Behnken design: an alternative for the optimization of analytical methods. Anal Chim Acta 597:179–186

    Article  CAS  PubMed  Google Scholar 

  • Goela A, Goelb AK, Sheorana IS (2003) Changes in oxidative stress enzymes during artificial aging in cotton (Gossypium hirsutum L.) seeds. J Plant Physiol 160:1093–1100

    Article  Google Scholar 

  • Guan YJ, Hu J, Li YP, Zheng YY (2011) A new anti-counterfeiting method: fluorescent labeling by safranine T in tobacco seed. Acta Physiol Plant 33:1271–1276

    Article  CAS  Google Scholar 

  • Harris D (1992) The effects of manure, genotype, seed priming, depth and date of sowing on the emergence and early growth of Sorghum bicolor (L.) Moench in semi-arid Botswana. Soil Till Res 40:73–88

    Google Scholar 

  • Harris D, Tripathi RS, Joshi A (2001) On-farm seed priming to improve crop establishment and yield in direct-seeded rice. In: IRRI: International Workshop on Dry-seeded Rice Tech

  • Indian Minimum Seed Certification Standards (2013) The Central Seed Certification Board, Department of Agriculture and Co-operation, Ministry of Agriculture, Government of India, New Delhi

  • ISTA (1993) International rules for seed testing. Seed Sci Technol 21:141–186

    Google Scholar 

  • Kalil SJ, Maugeri F, Rodrigues MI (2000) Response surface analysis and simulation as a tool for bioprocess design and optimization. Proc Biochem 35:539–550

    Article  CAS  Google Scholar 

  • Kaya MD, Okc UG, Atak MC, Ikili Y, Kolsarici O (2006) Seed treatments to overcome salt and drought stress during germination in sunflower (Helianthus annuus L.). Eur J Agron 24:291–295

    Article  CAS  Google Scholar 

  • Khuri AI, Cornell JA (1987) Response surfaces designs and analysis. Marcel Decker, New York

    Google Scholar 

  • Khuri AI, Mukhopadhyay S (2010) Response surface methodology. WIREs. Comput Stat 2:128–149

    Article  Google Scholar 

  • Kibinza S, Vinel D, Côme D, Bailly C, Corbineau F (2006) Sunflower seed deterioration as related to moisture content during ageing, energy metabolism and active oxygen species scavenging. Physiol Plant 128:496–506

    Article  CAS  Google Scholar 

  • Mehta DK, Kanwar HS, Thakur AK, Thakur KS (2010) Influence of organic seed priming on germination and seedling quality in bell pepper (Capsicum annuum L.). J Hill Agric 1(1):85–87

    Google Scholar 

  • Mohammadi GR, Dezfuli MPM, Sharifzadeh F (2008) Seed invigoration techniques to improve germination and early growth of inbred line of maize under salinity and drought stress. Gen Appl Plant Physiol 34:215–226

    Google Scholar 

  • Musa AM, Harris D, Johansen C, Kumar J (2001) Short duration chickpea to replace fallow after aman rice: the role of on-farm seed priming in the High Barind Tract of Bangladesh. Exp Agric 37(4):509–521

    Article  Google Scholar 

  • National Horticulture Board (2014) Indian Horticulture Database. Ministry of Agriculture, Government of India

  • Nawaz J, Hussain M, Jabbar A, Nadeem GA, Sajid M, Subtain M, Shabbir I (2013) Seed Priming A technique. Int J Agric Crop Sci 6–20:1373–1381

    Google Scholar 

  • Pandey DK (1989) Priming induced alleviation of the effects of natural ageing derived selective leakage of constituents in French bean seeds. Seed Sci Technol 17:391–397

    Google Scholar 

  • Perry DA (1981) Report of the Vigor Test Committee 1977–1980, vol 9. Seed Technology, Zurich, pp 115–126

    Google Scholar 

  • Presley JT (1958) Relations of protoplast permeability of cotton seed viability and pre-deposition of disease. Plant Dis Rep 42:582

    Google Scholar 

  • Radha BN, Channakeshava BC, Bhanuprakash K, Pandurange Gowda KT, Ramachandrappa BK, Munirajappa R (2014) DNA damage during seed ageing. J Agric Vet Sci 7(1):34–39

    Google Scholar 

  • Rana B, Awasthi P, Kumbhar BK (2012) Optimization of processing conditions for cyanide content reduction in fresh bamboo shoot during NaCl treatment by response surface methodology. J Food Sci Technol 49(1):103–109

    Article  CAS  PubMed  Google Scholar 

  • Rudrapal D, Naukamura S (1988) The effect of hydration-dehydration pre treatments on egg plant and radish seed viability and vigor. Seed Sci Technol 16:123–130

    Google Scholar 

  • Simak M (1991) Testing of forest tree and shrub seeds by X-radiography. In: Gordon AG, Gosling P, Wang BSP (eds) Tree and shrub seed handbook. International Seed Testing Association, Zurich, pp 141–1428

    Google Scholar 

  • Stofella PJ, Paola MLD, Pardossi A, Tognoni F (1992) Seedling root morphology and shoot growth after seed priming or pre-germination of bell pepper. Hortic Sci 27:214–215

    Google Scholar 

  • Suthar SH, Das SK (1996) Some physical properties of karingda [Citrullus lanatus (thumb) Mansf] seeds. J Agric Eng Res 65(1):15–22

    Article  Google Scholar 

  • Takayanagi K, Murakami K (1968) Rapid germinability test with exudates from seed. Nature 218(5140):493–494

    Article  Google Scholar 

  • Varier A, Kuriakose A, Dadlani M (2010) Subcellular basis of seed priming. Curr Sci 99:450–456

    CAS  Google Scholar 

  • Yogalakshmi J, Ponnuswamy AS, Karivartharaju JV (1996) Seed storage potential of rice hybrid (CORH-1) and parental lines. Madras Agric J 83:829–832

    Google Scholar 

Download references

Acknowledgments

The first author acknowledges University Grants Commission (UGC) for providing financial support in the form of Rajiv Gandhi National Fellowship. Also, gratitude is extended to Division of Agricultural Engineering, Seed Science and Technology, ICAR-IARI New Delhi and ICAR-NBPGR, New Delhi for providing research infrastructure and laboratories facilities.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Manoj Kumar Mahawar.

Additional information

Communicated by S. Weidner.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Mahawar, M.K., Samuel, D.V.K., Sinha, J.P. et al. Optimization of pea (Pisum sativum) seeds hydropriming by application of response surface methodology. Acta Physiol Plant 38, 212 (2016). https://doi.org/10.1007/s11738-016-2234-3

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s11738-016-2234-3

Keywords

Navigation