Log in

Impact of drought stress and stress modifiers on water use efficiency, membrane lipidation indices, and water relationship indices of pot marigold (Calendula officinalis L.)

  • Biochemistry & Physiology - Original Article
  • Published:
Brazilian Journal of Botany Aims and scope Submit manuscript

Abstract

This study was conducted as a factorial layout based on completely randomized design in three replications in the 2018. The experimental factors included irrigation intervals with 4 levels (3, 6, 9, and 12 days) and drought stress modifiers at four levels (control (non-spraying), spraying with salicylic acid (2 mM), Glycine betaine (5 mM), and zinc sulfate (5 g L−1). The results indicated that the effect of different levels of drought stress and stress modifiers on yield, water use efficiency, membrane lipidation indices, and water relationship indices were significant. The highest water use efficiency based on dry yield (WUEDY) (2.33 kg m−3) and water use efficiency based on essential oil yield (WUEEOY) (0.22 kg m−3) were obtained from irrigation intervals of three days. With increasing irrigation interval from three days to 12 days, dry yield, leaf water content, WUEEOY, cellular membrane stability (CMS), membrane stability index (MSI), total chlorophyll, chlorophyll index, canopy temperature depression (CTD), and relative water content decreased. However, injury index (I), water saturation deficit (WSD), osmotic potential (OP), electrolyte leakage (EL), essential oil percentage, and leaf temperature increased significantly. It seems that at all levels of irrigation, spraying with glycine betaine compared to other modifiers was more effective in increasing WUEDY, WUEEOY, CMS, MSI, total chlorophyll and relative water content, and decrease in I and WSD and EL. Based on the findings, it can be stated that with increasing the irrigation intervals, quantitative and qualitative yields of the pot marigold plant are reduced. The application of drought stress modifiers can reduce the effects of drought stress on this plant, thereby raising WUEDY and WUEEOY.

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

Access this article

Subscribe and save

Springer+ Basic
EUR 32.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or Ebook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price includes VAT (Germany)

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Abbasi A, Lotfi R, Janmohammadi M (2018) Response of antioxidant defense mechanism and wheat yield changes to drought stress with application of different concentrations of nano-silicone and nano-titanium. Iran Dryland Agron J 7:79–101. https://doi.org/10.22092/idaj.2018.120366.196

    Article  Google Scholar 

  • Abdollahi M, Shekari F (2014) Physiological changes of wheat plants which seed pretreated by salicylic acid under late sowing date. J Appl Biol 27:45–62

    Google Scholar 

  • Abideen Z, Koyro HW, Huchzermeyer B, Ansari R, Zulfiqar F, Gul B (2019) Ameliorating effects of biochar on photosynthetic efficiency and antioxidant defense of Phragmites karka under drought stress. Plant Biol 22:259–266. https://doi.org/10.1111/plb.13054

    Article  CAS  Google Scholar 

  • Adak N (2019) Effects of glycine betaine concentrations on the agronomic characteristics of strawberry grown under deficit irrigation conditions. Appl Ecol Environ Res 17:3753–3767. https://doi.org/10.15666/aeer/1702_37533767

    Article  Google Scholar 

  • Akbari-Kharaji M, Ehsanzadeh P, Zali AG, Askari E, Rajabi-Dehnavi A (2020) Ratooned fennel relies on osmoregulation and antioxidants to damp seed yield decline with water limitation. Agron Sustain Dev 40:9. https://doi.org/10.1007/s13593-020-0614-y

    Article  CAS  Google Scholar 

  • Aldesuquy H (2013) Glycine betaine and salicylic acid induced modification in water relations and productivity of drought wheat plants. J Stress Physiol Biochem 10:55–73

    Google Scholar 

  • Alexieva V, Sergiev I, Mapelli S, Karanov E (2001) The effect of drought and ultraviolet radiation on growth and stress markers in pea and wheat. Plant Cell Environ 24:1337–1344. https://doi.org/10.1046/j.1365-3040.2001.00778.x

    Article  CAS  Google Scholar 

  • Aliabadi Farahani H, Valadabadi S, Daneshian J, Katava A (2009) Evaluation changing of essential oil of balm (Melissa officinalis L.) under water deficit stress conditions. J Med Plants Res 3:329–333

    Google Scholar 

  • Alloway BJ (2008) Zinc in soil and crop nutrition, 2nd edn. Published by IZA and IFA Brussels, Belgium and Paris

    Google Scholar 

  • Amani I, Fischer RA, Reynolds M (2008) Canopy temperature depression association with yield of irrigated spring wheat cultivars in a hot climate. J Agron Crop Sci 176:119–129. https://doi.org/10.1111/j.1439-037X.1996.tb00454.x

    Article  Google Scholar 

  • Aras S, Eşitken A (2013) Effects of antifreeze proteins and glycine betaine on strawberry plants for resistance to cold temperature. Paper presented at the International Conference on Agriculture and Biotechnology 60:107-111

  • Arasimowicz-Jelonek M, Floryszak-Wieczorek J, Kubiś J (2009) Interaction between polyamine and nitric oxide signaling in adaptive responses to drought in cucumber. J Plant Growth Regul 28:177–186. https://doi.org/10.1007/s00344-009-9086-7

    Article  CAS  Google Scholar 

  • Bahador M, Tadayon MR, Rafie-alhoseini M, Salehi MH (2017) Changes of canopy temperature and some physiological traits of hemp (Cannabis sativa) under deficit water stress and zeolite rates. J Environ Stress Crop Sci 10:269–279. https://doi.org/10.22077/escs.2017.583

    Article  Google Scholar 

  • Bandurska H, Niedziela J, Chadzinikolau T (2013) Separate and combined responses to water deficit and UV-B radiation. Plant Sci 213:98–105. https://doi.org/10.1016/j.plantsci.2013.09.003

    Article  CAS  Google Scholar 

  • Belko N, Zaman-Allah M, Cisse N, Diop NN, Zombre G, Ehlers JD, Vadez V (2012) Lower soil moisture threshold for transpiration decline under water deficit correlates with lower canopy conductance and higher transpiration efficiency in drought-tolerant cowpea. Funct Plant Biol 39:306–322. https://doi.org/10.1071/FP11282

    Article  Google Scholar 

  • Borrajo CI, Sánchez-Moreiras AM, Reigosa MJ (2018) Morpho-physiological responses of tall wheatgrass populations to different levels of water stress. PLoS ONE 13:e0209281. https://doi.org/10.1371/journal.pone.0209281

    Article  Google Scholar 

  • Clevenger JF (1928) Apparatus for the determination of volatile oil. J Am Pharm Assoc 17:345–349. https://doi.org/10.1002/jps.3080170407

    Article  Google Scholar 

  • Desingh R, Kanagaraj G (2007) Influence of salinity stress on photosynthesis and antioxidative systems in two cotton varieties. Gen Appl Plant Physiol 33:221–234

    CAS  Google Scholar 

  • Dianat M, Tavassolian I (2016) Salicylic acid mitigates drought stress in Lippia citriodora L.: effects on biochemical traits and essential oil yield. Biocatal Agric Biotechnol 8:286–293. https://doi.org/10.1016/j.bcab.2016.10.010

    Article  Google Scholar 

  • Driedonks N, Rieu I, Vriezen WH (2016) Breeding for plant heat tolerance at vegetative and reproductive stages. Plant Reprod 29:67–79. https://doi.org/10.1007/s00497-016-0275-9

    Article  CAS  Google Scholar 

  • Dwivedi SK, Arora A, Singh VP, Singh GP (2018) Induction of water deficit tolerance in wheat due to exogenous application of plant growth regulators: membrane stability, water relations and photosynthesis. Photosynthetica 56:478–486. https://doi.org/10.1007/s11099-017-0695-2

    Article  CAS  Google Scholar 

  • Emam Y, Pirasteh-Anosheh H (2015) Field and laboratory techniques in crop sciences. Press of Jahad Daneshghahi of Mashhad, Mashhad, p 150

    Google Scholar 

  • Farouk S, Arafa SA, Nassar RMA (2018) Improving drought tolerance in corn (Zea mays L.) by foliar application with salicylic acid. Int J Environ 7:104–123

    Google Scholar 

  • Fernandes HS, Teixeira CSS, Sousa SF, Cerqueira NMFSA (2019) Formation of unstable and very reactive chemical species catalyzed by metalloenzymes: a mechanistic overview molecules. Molecules (Basel, Switzerland) 24:2462. https://doi.org/10.3390/molecules24132462

    Article  CAS  Google Scholar 

  • Fonseca YM, Catini CD, Vicentini FT, Nomizo A, Gerlach RF, Fonseca MJ (2010) Protective effect of Calendula officinalis extract against UVB-induced oxidative stress in skin: evaluation of reduced glutathione levels and matrix metalloproteinase secretion. J Ethnopharmacol 127:596–601. https://doi.org/10.1016/j.jep.2009.12.019

    Article  CAS  Google Scholar 

  • Ganjali HR, Ayeneh Band A, Heidari Sharif Abad H, Moussavi Nik M (2010) Effects of sowing date, plant density and nitrogen fertilizer on yield, yield components and various traits of Calendula officinalis. Am Eurasian J Agric Environ Sci 8:672–679

    Google Scholar 

  • Gorham J, Jokinen K, Malik MNA, Khan IA (2000) Glycine betaine treatment improves cotton yields in field trials in Pakistan. Paper presented at the Proceedings of the World Cotton Research Conference II, Athens, Greece,

  • Hasani A, Omid Beygi R (2002) Effects of water stress on some morphological, physiological and metabolical characteristics of basil (Ocimum basilicum). J Agric Sci 12:47–59

    Google Scholar 

  • Jami N, Mousavi Nik SM, Naghizadeh M (2015) The effect of drought stress and foliar application with salicylic acid on qualitative and quantitative yield of black cumin under kerman climatic conditions. J Crops Improv 17:827–840

    Google Scholar 

  • Janardhan KV, Krishnamorthy V (1975) A rapid metod for determination of osmotic potencial of plant cell. Current Sci 44:390–391

    Google Scholar 

  • Jiang Y, Huang B (2001) Drought and heat stress injury to two cool-season turfgrasses in relation to antioxidant metabolism and lipid peroxidation crop science. Crop Sci 41:435–442. https://doi.org/10.2135/cropsci2001.412436x

    Article  Google Scholar 

  • Jokar F, Karimizadeh R, Masoumiasl A, Amiri Fahliani R (2018) Canopy temperature and chlorophyll content are effective measures of drought stress tolerance in durum wheat. Not Sci Biol 10:575–583. https://doi.org/10.15835/nsb10410288

    Article  CAS  Google Scholar 

  • Kamali M, Shour M, Neamati SH, Lakzian A, Khazaei HR (2018) Evaluate the effect of deficit irrigation on water relations, growth and physicochemical changes in Petunia (Petunia garandiflora) var. “Supercascade”, “Tango Blue” and “Tango White”. J Plant Proc Funct 7:283–296

    Google Scholar 

  • Khalid KA, Teixeira Da Silva JA (2012) Biology of Calendula officinalis L.: focus on pharmacology, biological activities and agronomic practices. Med Aromat Plant Sci Biotechnol 6:12–27

    Google Scholar 

  • Khan H, Link W, Hocking T, Stoddard F (2007) Evaluation of physiological traits for improving drought tolerance in faba bean (Vicia faba L.). Plant Soil 292:205–217. https://doi.org/10.1007/s11104-007-9217-5

    Article  CAS  Google Scholar 

  • Khorasaninejad S, Mousavi A, Soltanloo H, Hemmati K, Khalighi A (2011) The effect of drought stress on growth parameters, essential oil yield and constituent of Peppermint (Mentha piperita L.). World Appl Sci J 11:5360–5365

    Google Scholar 

  • Khosravi Shakib A, Rezaei Nejad A, Khandan Mirkohi A, Kalate Jari S (2019) Vermicompost and manure compost reduce water-deficit stress in pot marigold (Calendula officinalis L. cv. candyman orange). Compost Sci Util 27:1–8. https://doi.org/10.1080/1065657X.2019.1602489

    Article  Google Scholar 

  • Khuhro W (2018) Impact of irrigation stress on agronomic traits of promising wheat varieties in Tandojam-Pakistan. Pure Appl Biol 7:714–720. https://doi.org/10.19045/bspab.2018.70089

    Article  CAS  Google Scholar 

  • Korkmaz A, Şirikçi R, Kocaçınar F, Değer Ö, Demirkırıan AR (2012) Alleviation of salt-induced adverse effects in pepper seedlings by seed application of glycinebetaine. Sci Hortic 148:197–205. https://doi.org/10.1016/j.scienta.2012.09.029

    Article  CAS  Google Scholar 

  • Krantev A, Yordanova R, Janda T, Szalai G, Popova L (2008) Treatment with salicylic acid decreases the effect of cadmium on photosynthesis in maize plants. J Plant Physiol 165:920–931. https://doi.org/10.1016/j.jplph.2006.11.014

    Article  CAS  Google Scholar 

  • Makhdum MI, Shababuddin S (2006) Effects of different doses of glycine bataine and time of spray application on yield of cotton (Gossypium hirsutum L.). J Res Sci 17:241–245

    Google Scholar 

  • Manzoor K, Ilyas N, Batool N, Ahmad B, Arshad M (2015) Effect of salicylic acid on the growth and physiological characteristics of maize under stress conditions. J Chem Soc Pak 37:588–593

    CAS  Google Scholar 

  • Martin RJ, Deo B (2000) Effect of plant population on calendula flower production. New Zeal J Crop Hort Sci 28:37–44

    Article  Google Scholar 

  • Masoudi sadaghiani F, Amini Ddehaghi M, Pirzad A, Fotokian MH, Plants A (2018) Interaction of late season drought stress and foliar application of osmolytes on the yield and yield components of German chamomile (Chamomilla recutita L. ). Iran J Med 34:492–509

    Google Scholar 

  • McCree KJ, Richardson SG (1987) Stomatal closure vs. osmotic adjustment: a comparison of stress response. Crop Sci 27:539–543. https://doi.org/10.2135/cropsci1987.0011183X002700030024x

    Article  Google Scholar 

  • Miransari H, Mehrafarin A, Naghdi Badi H (2015) Morphophysiological and phytochemical responses of dill (Anethum graveolens L.) to foliar application of iron sulfate and zinc sulfate. J Med Plants 2:15–29

    Google Scholar 

  • Miri SM, Ahmadi S, Moradi P (2015) Influence of salicylic acid and citric acid on the growth, biochemical characteristics and essential oil content of thyme (Thymus vulgaris L). J Med Plants By Prod 2:141–146

    Google Scholar 

  • Mohammadi L, Shekari F, Saba J, Zangani E (2017) Effects of priming with salicylic acid on safflower seedlings photosynthesis and related physiological parameters. J Plant Physiol Breed 7:1–13

    Google Scholar 

  • Mohammadi M, Karimizadeh R, Abdipour M (2011) Evaluation of drought tolerance in bread wheat genotypes under dryland and supplemental irrigation conditions. Aust J Crop Sci 5:487–493

    Google Scholar 

  • Mosavi Nezhad M, Estaji A, Karimi HR, Roosta HRT (2017) Effect of Glycine betaine application on total chlorophyll, carotenoids and mineral nutrients content in cucumber under salinity stress. Paper presented at the The 1st International Conference & 10th National Horticultural Science Congress of Iran, Iran,

  • Muley BP, Khadabadi SS, Banarase NB (2009) Phytochemical constituents and pharmacological activities of Calendula officinalis Linn (Asteraceae): a review. Trop J Pharm Res 8:455–465. https://doi.org/10.4314/tjpr.v8i5.48090

    Article  CAS  Google Scholar 

  • Németh M, Janda T, Horváth E, Páldi E, Szalai G (2002) Exogenous salicylic acid increases polyamine content but may decrease drought tolerance in maize. Plant Sci 162:569–574. https://doi.org/10.1016/S0168-9452(01)00593-3

    Article  Google Scholar 

  • Öztürk A, TaŞKesenlİGİL B, Haliloglu K, Aydin M, Çağlar Ö (2016) Evaluation of bread wheat genotypes for early drought resistance via germinationunder osmotic stress, cell membrane damage, and paraquat tolerance. Turk J Agric For 40:146–159. https://doi.org/10.3906/tar-1501-136

    Article  Google Scholar 

  • Popova LP, Maslenkova LT, Yordanova RY, Ivanova AP, Krantev AP, Szalai G, Janda T (2009) Exogenous treatment with salicylic acid attenuates cadmium toxicity in pea seedlings. Plant Physiol Biochem 47:224–231. https://doi.org/10.1016/j.plaphy.2008.11.007

    Article  CAS  Google Scholar 

  • Pourghasemian N, Moradi R (2017) Assessing effect of drought stress and ascorbic acid application on some growth and bio-chemical parameters of marigold (Calendula officinalis L). J Plant Proc Funct 6:77–88

    Google Scholar 

  • Rad MH, Jaimand K, Assareh MH, Soltani M (2014) Effects of drought stress on the quantity and quality of essential oil and water use efficiency in eucalyptus (Eucalyptus camaldulensis dehnh.). Iran J Med Aromat Plants 29:772–782

    Google Scholar 

  • Riaz A, Younis A, Taj A, Karim A, Tariq U, Munir S, Riaz S (2013) Effect of drought stress on growth and flowering of marigold (Tagetes erecta L.). Pak J Bot 45:123–131

    Google Scholar 

  • Ruiz-Sanchez M, Armada E, Munoz Y, Garcia de Salamone IE, Aroca R, Ruiz-Lozano JM, Azcon R (2011) Azospirillum and arbuscular mycorrhizal colonization enhance rice growth and physiological traits under well-watered and drought conditions. J Plant Physiol 168:1031–1037. https://doi.org/10.1016/j.jplph.2010.12.019

    Article  CAS  Google Scholar 

  • Rybus-Zając M, Korbas AJK (2017) The effect of drought stress and excessive uv-b radiation on the membrane status in cucumber cotyledons and leaves. Electron J Pol Agric Univ 20:1–10

    Google Scholar 

  • Sairam RK (1994) Effect of moisture stress on physiological activities of two contrasting wheat genotypes. Indian J Exp Biol 31:551–553

    Google Scholar 

  • Sattar A, Sher A, Ijaz M, Ul-Allah S, Rizwan MS, Hussain M, Jabran K, Cheema MA (2020) Terminal drought and heat stress alter physiological and biochemical attributes in flag leaf of bread wheat. PLoS ONE 15:e0232974. https://doi.org/10.1371/journal.pone.0232974

    Article  CAS  Google Scholar 

  • Sepehri A, Chitsaz E, Gharehbaghli N, Saman M (2017) Effect of zinc and iron sulfate on yield and kaempferol content of chicory (Cichorium intybus L.) under drought stress. J Plant Prod Technol 9:99–111. https://doi.org/10.22084/ppt.2017.2316

    Article  Google Scholar 

  • Shekofteh H, Shahrokhi H, Solimani E (2015) Effect of drought stress and salicylic acid on yield and mucilage content of the medicinal herb Plantago ovata Forssk. J Desert 20:245–252. https://doi.org/10.22059/jdesert.2015.56487

    Article  Google Scholar 

  • Singh D, Balota M, Isleib T, Collakova E, Welbaum G (2014) Suitability of canopy temperature depression, specific leaf area, and spad chlorophyll reading for genotypic comparison of peanut grown in a sub-humid environment. Peanut Sci 41:100–110. https://doi.org/10.3146/PS13-11.1

    Article  Google Scholar 

  • Singh D, Singh P, Kumar A, Sharma H (1985) Transpirational cooling as a screening technique for drought tolerance in oil seed brassicas. Ann Bot 56:815–820. https://doi.org/10.1093/oxfordjournals.aob.a087074

    Article  Google Scholar 

  • Sofi SA, Singh J, Chhikara N, Panghal A (2020) Effect of incorporation of germinated flour and protein isolate from chickpea on different quality characteristics of rice-based noodle. Cereal Chem 97:85–94. https://doi.org/10.1002/cche.10192

    Article  CAS  Google Scholar 

  • Sofy M (2015) Application of salicylic acid and zinc improves wheat yield through physiological processes under different levels of irrigation intervals. Int J Plant Res 5:136–156

    Google Scholar 

  • Soltani Delroba N, Karamian R, Ranjbar M (2011) Interactive effects of salicylic acid and cold stress on activities of antioxidant enzymes in Glycyrrhiza glabra L. J Herbal Drugs 2:7–13

    Google Scholar 

  • Su LJ, Zhang JH, Gómez H, Murugan R, Hong X, Xu D, Jiang F, Peng ZY (2019) Reactive oxygen species-induced lipid peroxidation in apoptosis, autophagy, and ferroptosis. Oxid Med Cell Longev 30:1–13. https://doi.org/10.1155/2019/5080843

    Article  CAS  Google Scholar 

  • Taşgın E, Atıcı Ö, Nalbantoğlu B, Popova LP (2006) Effects of salicylic acid and cold treatments on protein levels and on the activities of antioxidant enzymes in the apoplast of winter wheat leaves. Phytochemistry 67:710–715. https://doi.org/10.1016/j.phytochem.2006.01.022

    Article  CAS  Google Scholar 

  • Urban J, Ingwers M, McGuire MA, Teskey R (2017) Increase in leaf temperature opens stomata and decouples net photosynthesis from stomatal conductance in Pinus taeda and Populus deltoides x nigra. J Exp Bot 68:1757–1767. https://doi.org/10.1093/jxb/erx052

    Article  CAS  Google Scholar 

  • Wang Y, Luo Z, Huang X, Yang K, Gao S, Du R (2014) Effect of exogenous γ-aminobutyric acid (GABA) treatment on chilling injury and antioxidant capacity in banana peel. Sci Hortic 168:132–137. https://doi.org/10.1016/j.scienta.2014.01.022

    Article  CAS  Google Scholar 

  • Wikenz JE, Norfolk I (2010) Eco-Physiology of economic plants in arid and semi-arid regions, Adaptations for desert living creatures. Tehran University Press, Tehran

    Google Scholar 

  • Yadavi A, Aboueshaghi R, Movahhedi-Dehnavi M, Balouchi H (2014) Effect of micronutrients foliar application on grain qualitative characteristics and some physiological traits of bean (Phaseolus vulgaris L.) under drought stress. Indian J Fundam Appl Life Sci 4:124–131

    Google Scholar 

  • Yavaş İ, Ünay A (2016) Effects of zinc and salicylic acid on wheat under drought stress. J Anim Plant Sci 26:1012–1018

    Google Scholar 

  • Zarghami M, Shoor M, Ganjali A, Moshtaghi N, Tehranifar A (2014) Effect of salicylic acid on morphological and ornamental characteristics of petunia hybrida at drought stress. Indian J Fundam Appl Life Sci 4:523–532

    Google Scholar 

  • Zafari M, Ebadi A, Jahanbakhsh S, Sedghi M (2020) Safflower (Carthamus tinctorius) biochemical properties, yield, and oil content affected by 24-epibrassinosteroid and genotype under drought stress. J Agric Food Chem 68:6040–6047. https://doi.org/10.1021/acs.jafc.9b06860

    Article  CAS  Google Scholar 

  • Zehtab Salmasi S, Javanshir A, Aliari H, Ghasemi Golezani K, Omid Beygi R (2003) The ecophysiological effects of irrigation and sowing date on growth, yield and yield components of anise (Pimpinella anisum L.). J Agric Sci 13:37–49

    Google Scholar 

  • Zulfiqar F, Akram NA, Ashraf M (2020) Osmoprotection in plants under abiotic stresses: new insights into a classical phenomenon. Planta 251:1–18

    Article  Google Scholar 

Download references

Acknowledgements

The authors are grateful for financial and laboratory assistance of Payame Noor University. We would like to appreciate the valuable contributions of Mr. Manouchehr Ebrahimzadeh, Keyvan Chacherloo, Yousef Nami, Chiako Sarahi, Ms. Shadi Arianpour, and some other students who assisted us in the conduction of this project.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Esmaeil Gholinezhad.

Ethics declarations

Conflict of interest

The authors declare no conflict of interest.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Gholinezhad, E. Impact of drought stress and stress modifiers on water use efficiency, membrane lipidation indices, and water relationship indices of pot marigold (Calendula officinalis L.). Braz. J. Bot 43, 747–759 (2020). https://doi.org/10.1007/s40415-020-00651-2

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s40415-020-00651-2

Keywords

Navigation