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Characterizing plant trait(s) for improved heat tolerance in field pea (Pisum sativum L.) under subtropical climate

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Abstract

Field pea is highly sensitive to climatic vagaries, particularly high-temperature stress. The crop often experiences terminal heat stress in tropical climates indicating the need for the development of heat-tolerant cultivars. Characterization and identification of stress-adaptive plant traits are pre-requisites for breeding stress-tolerant/adaptive cultivar(s). In the study, a panel of 150 diverse field pea genotypes was tested under three different temperature environments (i.e., normal sowing time or non-heat stress environment (NSTE), 15 days after normal sowing time or heat stress environment-I (LSHTE-I), and 30 days after normal sowing time or heat stress environment-II (LSHTE-II)) to verify the effect of high-temperature environment, genotype, and genotype × environment interaction on different plant traits and to elucidate their significance in heat stress adaptation/tolerance. The delayed sowing had exposed field pea crops to high temperatures during flowering stage by + 3.5 °C and + 8.1 °C in the LSHTE-I and LSHTE-II, respectively. Likewise, the maximum ambient temperature during the grain-filling period was + 3.3 °C and + 6.1 °C higher in the LSHTE-I and LSHTE-II over the NSTE. The grain yield loss with heat stress was 25.8 ± 2.2% in LSHTE-I, and 59.3 ± 1.5% in LSHTE-II compared to the NSTE. Exposure of crops to a high-temperature environment during the flowering stage had a higher impact on grain yield than the heat stress at the grain filling period. Results suggested that the reduced sink capacity (pod set (pod plant−1), seed set (seed pod−1)) was the primary cause of yield loss under the heat stress environments, while, under the NSTE, yield potential was mostly attributed to the source capacity (plant biomass). The high-temperature stress resulted in forced maturity as revealed by shrinkage in crop period (5–11%) and reproductive period (15–36%), prominently in long-duration genotypes. The failure of pod set in the upper nodes and higher ovule abortion (7–16%) was noticed under the high-temperature environments, particularly in the LSHTE-II. Multivariate analysis results revealed seed set, pods plant−1, last pod bearing node, and plant biomass as a critical yield determinant under the heat stress. The GGE biplot suggested that the genotypes G-112, G-114, and G-33 had higher potential to sustain yield coupled with higher stability across the environments and, thus, could serve as a source for breeding heat-tolerant high yielding cultivars.

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References

  • Ahammed GJ, Xu W, Liu A, Chen S (2018) COMT1 silencing aggravates heat stress-induced reduction in photosynthesis by decreasing chlorophyll content, photosystem II activity, and electron transport efficiency in tomato. Front Plant Sci 9:998

  • Al Mahmud A, Alam MJ, Kundu BC, Skalicky M, Rahman MM, Rahaman EHM, Sultana M, Molla M, Hossain A, El-Shehawi AM, Brestic M (2021) Selection of suitable potato genotypes for late-sown heat stress conditions based on field performance and stress tolerance indices. Sustainability 13(5):2770

  • Basu PS, Ali M, Chaturvedi SK (2009) Terminal heat stress adversely affects chickpea productivity in northern India—strategies to improve thermo tolerance in the crop under climate change. In W3 Workshop Proceedings: Impact of Climate Change on Agriculture (Vol. 23, pp. 189–193). New Delhi: International Society for Photogrammetry and Remote Sensing.

  • Bita CA, Gerats T (2013) Plant tolerance to high temperature in a changing environment: scientific fundamentals and production of heat stress tolerant crops. Front Plant Sci 4:273

  • Brestic M, Zivcak M, Hauptvogel P, Misheva S, Kocheva K, Yang X, Li X, Allakhverdiev SI (2018) Wheat plant selection for high yields entailed improvement of leaf anatomical and biochemical traits including tolerance to non-optimal temperature conditions. Photosynth Res 136(2):245–255

  • Bueckert RA, Wagenhoffer S, Hnatowich G, Warkentin TD (2015) Effect of heat and precipitation on pea yield and reproductive performance in the field. Can J Plant Sci 95:629–639

    Article  Google Scholar 

  • Devasirvatham V, Gaur PM, Mallikarjuna N, Raju TN, Trethowan RM, Tan DK (2013) Reproductive biology of chickpea response to heat stress in the field is associated with the performance in controlled environments. Field Crop Res 142:9–19

    Article  Google Scholar 

  • Dixit GP, Tanveer H, Chandra S (2006) Generation mean analysis for grain yield related traits in field pea (Pisum sativum L.). Indian J Genet 66(2):147–148

    Google Scholar 

  • Duthion C, Ney B, Turc O (1987) Compte-rendu des travaux effectués sur pois de printemps lors de la campagne 1987 (cv Finale, Amino, Solara, Frisson). Internal report, INRA, Dijon, 23 pp

  • Fahad S, Bajwa AA, Nazir U, Anjum SA, Farooq A, Zohaib A, Sadia S, Nasim W, Adkins S, Saud S, Ihsan MZ (2017) Crop production under drought and heat stress: plant responses and management options. Front Pla Sci 8:1147

  • Farooq M, Nadeem F, Gogoi N, Ullah A, Alghamdi SS, Nayyar H, Siddique KHM (2017) Heat stress in grain legumes during reproductive and grain-filling phases. Crop Pasture Sci 68:985–1005

    Article  Google Scholar 

  • Gali KK, Liu Y, Sindhu A, Diapari M, Shunmugam AS, Arganosa G, Daba K, Caron C, Lachagari RV, Taran B, Warkentin TD (2018) Construction of high-density linkage maps for mapping quantitative trait loci for multiple traits in field pea (Pisum sativum L.). BMC plant biology 18(1):1–25

    Article  Google Scholar 

  • Gaur PM, Samineni S, Thudi M, Tripathi S, Sajja SB, Jayalakshmi V, Mannur DM, Vijayakumar AG, Ganga Rao NV, Ojiewo C, Fikre A (2019) Integrated breeding approaches for improving drought and heat adaptation in chickpea (Cicer arietinum L.). Plant Breeding 138(4):389–400

    Article  CAS  Google Scholar 

  • Gogoi N, Farooq M, Barthakur S, Baroowa B, Paul S, Bharadwaj N, Ramanjulu S (2018) Thermal stress impacts on reproductive development and grain yield in grain legumes. J Pla Bio 61(5):265–291

    Article  CAS  Google Scholar 

  • Gowda SJM, Radhika P, Kadoo N, Mhase L, Gupta V (2009) Molecular mapping of wilt resistance genes in chickpea. Mol Breed 24:177–184

    Article  CAS  Google Scholar 

  • Guilioni L, Wéry J, Tardieu F (1997) Heat stress-induced abortion of buds and flowers in pea: Is sensitivity linked to organ age or to relations between reproductive organs? Ann Bot 80:159–168

    Article  Google Scholar 

  • Guilioni L, Wéry J, Lecoeur J (2003) High temperature and water deficit may reduce seed number in field pea purely by decreasing plant growth rate. Funct Plant Biol 30:1151–1164

    Article  Google Scholar 

  • Hall AE (2001) ‘Crop responses to environment.’ (CRC Press: Boca Raton, FL)

  • Holdsworth WL, Gazave E, Cheng P, Myers JR, Gore MA, Coyne CJ, McGe RJ, Mazourek M (2017) A community resource for exploring and utilizing genetic diversity in the USDA pea single plant plus collection. Hortic Res 4(1):1–8

    Article  Google Scholar 

  • Hossain A, Skalicky M, Brestic M, Maitra S, Ashraful AM, Syed MA, Hossain J, Sarkar S, Saha S, Bhadra P, Shankar T (2021) Consequences and mitigation strategies of abiotic stresses in wheat (Triticum aestivum L.) under the changing climate. Agronomy 11(2):241

  • Huang S, Gali KK, Taran B, Warkentin TD, Bueckert RA (2017) Pea phenology: crop potential in a warming environment. Crop Sci 57:1540–1551

    Article  CAS  Google Scholar 

  • Hussain S, Ulhassan Z, Brestic M, Zivcak M, Zhou W, Allakhverdiev SI, Yang X, Safdar ME, Yang W, Liu W (2021) Photosynthesis research under climate change. Photosynth Res 150(1):5–19

  • IPCC, (2007). “Summary for policymakers,” in The Physical Science Basis: Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, eds S. Solomon, D. Qin, M. Manning, Z. Chen, M. Marquis, K. B. Averyt, et al. (Cambridge: Cambridge University Press), 2–4.

  • Jeuffroy MH, Duthion C, Meynard JM, Pigeaire A (1990) Effect of a short period of high day temperatures during flowering on the seed number per pod of pea (Pisum sativum L). Agronomie 2:139–145

    Article  Google Scholar 

  • Jeuffroy MH, Lecoeur J, Roche R (2010) The seed number. In ‘Physiology of the pea crop’. (Eds N Munier-Jolain, V Biarnès, I Chaillet, J Lecoeur, MH Jeuffroy) pp. 104–131. (CRC Press: Enfield, NH)

  • Jiang Y, Davis AR, Vujanovic V, Bueckert RA (2019a) Reproductive development response to high daytime temperature in field pea. J Agron Crop Sci 205:324–333

    Article  CAS  Google Scholar 

  • Jiang Y, Lahlali R, Karunakaran C, Warkentin TD, Davis AR, Bueckert RA (2019b) Pollen, ovules, and pollination in pea: Success, failure, and resilience in heat. Plant Cell Environ 42:354–372

    Article  CAS  Google Scholar 

  • Jiang Y, Lindsay DL, Davis AR, Wang Z, MacLean DE, Warkentin TD, Bueckert RA (2020) Impact of heat stress on pod-based yield components in field pea (Pisum sativum L.). J Agron Crop Sci 206(1):76–89

  • Kumar J, Sen Gupta D, Djalovic I (2020) Breeding, genetics, and genomics for tolerance against terminal heat in lentil: current status and future directions. Leg Sci 2(3):38

    Google Scholar 

  • Kumari VV, Roy A, Vijayan R, Banerjee P, Verma VC, Nalia A, Pramanik M, Mukherjee B, Ghosh A, Reja M, Chandran MAS (2021) Drought and heat stress in cool-season food legumes in sub-tropical regions: Consequences, adaptation, and mitigation strategies. Plants 10(6):1038

  • Laconde JP, Girard C, Maufras JY, Cure B, Plancquaert P (1987) Protéagineux : résultats del’expérimentation. Perspect Agric 111: 57–66

  • Lamichaney A, Parihar AK, Hazra KK, Dixit GP, Katiyar PK, Singh D, Singh AK, Kumar N, Singh NP (2021) Untangling the influence of heat stress on crop phenology, seed set, seed weight, and germination in field pea (Pisum sativum L.). Front Pla Sci 12:437

    Google Scholar 

  • Liu Y, Li J, Zhu Y, Jones A, Rose RJ, Song Y (2019) Heat stress in legume seed setting: effects, causes, and future prospects. Front Pla Sci 10:938

    Article  Google Scholar 

  • McDonald GK, Paulsen GM (1997) High temperature effects on photosynthesis and water relations of grain legumes. Plant Soil 196:47–58

    Article  CAS  Google Scholar 

  • Pareek A, Rathi D, Mishra D, Chakraborty S, Chakraborty N (2019) Physiological plasticity to high temperature stress in chickpea: adaptive responses and variable tolerance. Pla Sci 289:110258

    Article  CAS  Google Scholar 

  • Parihar AK, Dixit GP, Pathak V, Singh D (2014a) Assessment of the genetic components and trait associations in diverse set of fieldpea (Pisum sativum L.) genotypes. Bang J Bot 43:323–330

    Article  Google Scholar 

  • Parihar AK, Dixit GP, Pathak V, Singh D (2014b) Genetic diversity and trait inter-relationship studies in a diverse set of fieldpea (Pisum sativum. l.) genotypes. J Food Leg 27:297–301

    Google Scholar 

  • Parihar AK, Basandrai AK, Kushwaha KPS, Chandra S, Singh KD, Bal RS, Saxena D, Singh D, Gupta S (2018) Targeting test environments and rust-resistant genotypes in lentils (Lens culinaris) by using heritability-adjusted biplot analysis. Crop past Sci 69(11):1113–1125

    Article  CAS  Google Scholar 

  • Paul PJ, Samineni S, Sajja SB, Rathore A, Das RR, Chaturvedi SK, Lavanya GR, Varshney RK, Gaur PM (2018) Capturing genetic variability and selection of traits for heat tolerance in a chickpea recombinant inbred line (RIL) population under field conditions. Euphytica 214(2):1–14

    Article  CAS  Google Scholar 

  • Prasad PV, Bheemanahalli R, Jagadish SK (2017) Field crops and the fear of heat stress—opportunities, challenges and future directions. Field Crops Res 200:114–121

    Article  Google Scholar 

  • Rosielle AA, Hamblin J (1981) Theoretical aspects of selection for yield in stress and nonstress environments. Crop Sci 21:943–946

  • Rubiales D, González Bernal MJ, Warkentin T, Bueckert T, Vaz Patto MC, McPhee K, McGee R, Smýkal P (2019) Advances in pea breeding. In: Hochmuth, G. (ed.), Achieving sustainable cultivation of vegetables, Burleigh Dodds Science Publishing, Cambridge, UK, (2019), (ISBN: 978 1 78676 236 8; www.bdspublishing.com). https://doi.org/10.19103/AS.2019.0045.28

  • Sadras VO, Lake L, Chenu K, McMurray LS, Leonforte A (2012) Water and thermal regimes for field pea in Australia and their implications for breeding. Crop Pasture Sci 63:33–44

    Article  Google Scholar 

  • Sadras VO, Lake L, Leonforte A, McMurray LS, Paull JG (2013) Screening field pea for adaptation to water and heat stress: Associations between yield, crop growth rate and seed abortion. Field Crop Res 150:63–73

  • Sehgal A, Sita K, Siddique KH, Kumar R, Bhogireddy S, Varshney RK, HanumanthaRao B, Nair RM, Prasad PV, Nayyar H (2018) Drought or/and heat-stress effects on seed filling in food crops: impacts on functional biochemistry, seed yields, and nutritional quality. Front Pla Sci 9:1705

    Article  Google Scholar 

  • Sita K, Sehgal A, HanumanthaRao B, Nair RM, Vara Prasad PV, Kumar S, Gaur PM, Farooq M, Siddique KH, Varshney RK, Nayyar H (2017) Food legumes and rising temperatures: effects, adaptive functional mechanisms specific to reproductive growth stage and strategies to improve heat tolerance. Front Pla Sci 8:1658

    Article  Google Scholar 

  • Smitchger J, Weeden N (2019) Quantitative trait loci controlling lodging resistance and other important agronomic traits in dry field peas. Crop Sci 59(4):1442–1456

    Article  CAS  Google Scholar 

  • Subramanyam S, Sardesai N, Puthoff DP, Meyer JM, Nemacheck JA, Gonzalo M, Williams CE (2006) Expression of two wheat defense-response genes, Hfr-1 and Wci-1, under biotic and abiotic stresses. Plant Sci 170:90–103

    Article  CAS  Google Scholar 

  • Tafesse EG, Warkentin TD, Bueckert RA (2019) Canopy architecture and leaf type as traits of heat resistance in pea. Field Crops Res 241:107561

  • Vadez V, Berger JD, Warkentin T, Asseng S, Ratnakumar P, Rao KPC, Gaur PM, Munier JN, Larmure A, Voisin AS, Sharma HC (2012) Adaptation of grain legumes to climate change: a review. Agron Sustain Dev 32:31–44

    Article  Google Scholar 

  • Vijaylaxmi (2013) Effect of high temperature on growth, biomass and yield of field pea genotypes. Legume Res 36:250–254

  • Wahid A, Gelani S, Ashraf M, Foolad MR (2007) Heat tolerance in plants: an overview. Environ Exp Bot 61:199–223

    Article  Google Scholar 

  • Yan W, Tinker NA (2006) Biplot analysis of multi-environment trial data: Principles and applications. Can J Pla Sci 86(3):623–645

    Article  Google Scholar 

  • Yang J, Zhang J (2006) Grain filling of cereal under soil drying. New Phytol 169:223–236

    Article  CAS  Google Scholar 

  • Zinn KE, Tunc Ozdemir M, Harper JF (2010) Temperature stress and plant sexual reproduction: uncovering the weakest links. J Exp Bot 61:1959–1968

    Article  CAS  Google Scholar 

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Acknowledgements

Authors are thankful to ICAR-Indian Institute of Pulses Research, Kanpur, India, for providing all necessary facilities to successfully conduct this research.

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Correspondence to Kali K. Hazra or Amrit Lamichaney.

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Parihar, A.K., Hazra, K.K., Lamichaney, A. et al. Characterizing plant trait(s) for improved heat tolerance in field pea (Pisum sativum L.) under subtropical climate. Int J Biometeorol 66, 1267–1281 (2022). https://doi.org/10.1007/s00484-022-02275-5

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