Phenotyping of traits imparting drought tolerance in lentil

2012 ◽  
Vol 63 (6) ◽  
pp. 547 ◽  
Author(s):  
J. Kumar ◽  
P. S. Basu ◽  
E. Srivastava ◽  
S. K. Chaturvedi ◽  
N. Nadarajan ◽  
...  

Lentil is one of most important pulse crops in South Asia, and invariably encounters terminal moisture stress, leading to forced maturity and lower yield. A long and prolific root system is known to enhance capacity of the plant to extract water from the lower soil strata and thus help avoid the water stress. We assessed genetic variation for 12 traits among 43 lentil genotypes comprising improved varieties and promising breeding lines. The average root length at the 65-day plant stage ranged from 42 to 83 cm. Two genotypes (EC 208362 and VKS 16/11) with shorter root length and poor dry root weight (DRW) and three genotypes (DPL 53, JL 1, and IPL 98/193) with longer root length and high DRW were identified with stable performance over the years. Relationship of root traits with seed yield under rainfed conditions was non-significant in our study. The SPAD value (chlorophyll content) showed significantly positive correlation with DRW (r = 0.45**) and root length (r = 0.44**) and thus can be used as selection criterion for phenotyping root traits which are otherwise difficult to measure in the field. In drought-prone environments, early flowering and maturity, seedling vigour, and high SPAD value, biological yield, and harvest index were identified as key traits for higher seed yield in lentil. Our results revealed significant genetic variability for these traits in lentil germplasm. Indian genotypes adapted to rainfed conditions were shown to have longer roots and higher DRW. The three genotypes (DPL 53, JL 1, and IPL 98/193) identified with superior root traits either originated from or have in their ancestries at least one parent adapted to rainfed conditions. These genotypes can be utilised for the development of mapping populations to identify QTLs associated with these traits for marker-assisted breeding of drought-tolerant, high-yielding varieties of lentil.

Author(s):  
Yirga Belay Kindeya ◽  
Dargie Girmay ◽  
Alem Atsbiha ◽  
Asefa Abadi ◽  
Asefa Abadi ◽  
...  

The experiment was conducted to characterize and evaluate mung bean accessions, to identify diseases, shattering, lodging resistant and suitable for combine harvesting. The accessions sown in a plot area of 2.1 m by 5 m with 1 m, 1.5m between plots and blocks keeping inter and intra row spacing of 40 cm and 10 cm, respectively. 73 entries along with two checks summing up 75 genotypes evaluated at field condition for their yield and yield components characters during 2019 main cropping season using augmented RCBD design without replication. R-software were used to analyze different characters including the descriptive statistics and SPSS20 used to analyze clustering. Mean of different traits days to maturity (76.46±11.21,), shattering(0.93±0.14), lodging (2.71±2.03), root length(21.±5.54), root volume(201.05±43.76), pods/plant (16.81±6.38), nodule number( 16.22±1.96), Seed yield(10.64±4.01), seeds/pod (11.77±2.80) and 100sw(3.26±0.97) was recoded. The accessions recorded different range of parameters; nodule number (0 to71.75), root length (8 cm to 34.5), shattering (0 to 100), lodging (0% to 1-10%), number of seeds/pod (7 to 23), hundred seed weight (1.8 to 3.26 gram), root volume (4.71 to 230.46 CM) respectively this big variation among accessions of different traits helps to promote breeding programme in mung bean. The seed yield of genotypes ranged from ZURD01(3.88) to ILRI6831(19.79) qtha-1. Days to maturity was ranged from 61(ARKEBE) to 103(MEND01) after emergence. Three maturity groups; early (61 to 69days), medium (71 to 79 days) and late maturing (81 to 103days). Mean yield performance; cluster one had the highest mean yield (16.31qtha-1) followed by cluster two (12.43 qtha-1), cluster three (9.8), cluster four (6.65 qtha-1) and cluster five (1.21 qtha-1) respectively. The genotypes grouped in to three clusters based on their maturity and cluster one had the highest mean maturity days (91.74) followed by cluster two (75.97) and cluster three (66.37) respectively. The early, medium and late maturing genotypes recommended for moisture stress (350-500mm), optimum (600-800 mm) and high rain fall (900-2000 mm) areas respectively according to annual rain fall of the agro ecologies. Genotypes with high nodule number, high yielding, diseases resistance, better root length, shattering and lodging resistance will be important for variety development for mechanization, commercial production and further breeding programme.


2019 ◽  
Vol 2 (1) ◽  
pp. 265-273 ◽  
Author(s):  
Avinash Shrestha ◽  
Shreena Pradhan ◽  
Jenny Shrestha ◽  
Mahesh Subedi

Seed priming enhances early seed emergence and proper crop stand establishment which enables the crop to capture more soil moisture, nutrients, and solar radiation. An on-farm experiment was conducted in Okhaldhunga, Nepal to study the effect of six different priming treatments (50 millimoles common salt solution, 200 millimoles urea solution, 1 percent MOP solution, 2.5 times diluted urine, water, and control) on germination and growth of two maize varieties, Manakamana-3 and Nutan-IL60. The experiment was set up in factorial randomized complete block design with three replications. Various germination traits: germination percent, seedling vigour, germination index, mean germination time, and seedling growth traits: shoot length, root length, and dry root weight, were studied. Nitrogen-based (Urea and Urine) priming resulted the most desirable change for the studied traits. Nitrogen-based priming also had significant positive effect on stress tolerance related traits like root length and dry root weight.


Agronomy ◽  
2020 ◽  
Vol 10 (8) ◽  
pp. 1158 ◽  
Author(s):  
Carlo Greco ◽  
Antonio Comparetti ◽  
Pierluigi Febo ◽  
Giulia La Placa ◽  
Michele Massimo Mammano ◽  
...  

The aim of this work is to assess the usefulness of biowaste deriving from Circular Bioeconomy (CBE) processes (i.e., vermicompost, compost and digestate), as growing substrates for the partial or total replacement of peat, by measuring the vegetation biometric parameters of sage (Salvia officinalis L.)—leaf area; Soil Plant Analysis Development (SPAD) value (index of chlorophyll concentration); fresh and dry weight of leaves; stem weight; root length. The results showed that vermicompost positively influenced most of above parameters (+16.7% for leaf area, +7.3% for fresh leaf weight, +6.4% for dry leaf weight, +8.5% for fresh stem weight, +0.9% for dry stem weight, +16% for root length) and, therefore, can be used as a sustainable growing substrate, alternative to peat, for the sage soilless cultivation. Yet, the results of some biometric parameters are better with peat rather than with compost (−7.2% for SPAD value, −47.3% for fresh leaf weight, −46.8% for dry leaf weight, −32.9% for fresh stem weight, −39.1% for dry stem weight, −52.4% for fresh root weight, −56.6% for dry root weight) and digestate (−30.2% for fresh leaf weight, −33.6% for dry leaf weight, −23.9% for fresh stem weight, −27% for dry stem weight, −51.8% for fresh root weight, −34.4% for dry root weight, −16% for root length). Therefore, these results are interesting for potted plants in nursery activity, while the above differences must be verified also after the transplanting of the tested plants in open field. However, the use of all the above growing substrates alternative to peat allows the sustainable valorization of food industry by-products, plant biomass, animal manure and the Organic Fraction of Municipal Solid Waste (OFMSW).


2014 ◽  
Vol 76 ◽  
pp. 197-202
Author(s):  
S.N. Nichols ◽  
J.R. Crush

Abstract Strategies to reduce the economic and environmental costs of phosphate (P) fertiliser use in mixed pastures through plant breeding are focussed on inefficiencies in the legume component. One approach is breeding within white clover for root systems with improved P acquisition properties. Selection for root length per unit root weight (specific root length, SRL) showed that higher SRL plants could retain more biomass in the above ground fraction with decreasing soil P, whereas plants with lower SRL diverted more biomass to roots. Back cross 1 (BC1) generation interspecific hybrids between white clover and a wild relative, Trifolium uniflorum L., may possess additional root traits influencing P acquisition. In glasshouse experiments, some T. repens × T. uniflorum hybrids, back-crossed to white clover, also exhibited higher shoot dry weight than their white clover cultivar parents at low nutrient supply levels and low to intermediate soil Olsen P. This, combined with low internal P concentrations, suggests some BC1 hybrids may be more tolerant of low soil P than white clover. Differences in both P acquisition ability and internal P use efficiency may contribute to the observed yield differences. There are good prospects for delivery of new-generation clover cultivars with improved phosphate use efficiency to New Zealand farmers. Keywords: phosphorus, white clover, Trifolium uniflorum, interspecific


2020 ◽  
Author(s):  
◽  
Sulaiman Ahmed Ali

[ACCESS RESTRICTED TO THE UNIVERSITY OF MISSOURI-COLUMBIA AT REQUEST OF AUTHOR.] Soybean (Glycine max (L.) is currently grown throughout the world because it has been adapted to many environments and because of the high protein and oil content of the seeds. Water scarcity is responsible for the biggest crop losses worldwide and this is expected to worsen; thus, much attention is directed towards the development of drought tolerant crops. The root system is fundamentally important for plant growth and survival because of its role in water and nutrient uptake. Crops with deep roots can capture more soil resources, particularly water, to support shoot growth and yield formation. However, the investigation of root systems is difficult and remains challenging, especially under field conditions. Nonetheless, a better understanding of root system form and function is critical to develop strategies to breed for more stress-resilient crops for local production environments. Studies of soybean root systems in general, and rooting depth in particular have been limited. Thus, the aims of the research described in this dissertation were to (i) identify genotypic diversity in rooting depth and distribution of roots in the soil profile and relate these traits to above ground characteristics including yield under rainfed field conditions in a wide range of soybean genotypes, (ii) characterize, compare and contrast root systems of selected soybean genotypes grown under field- and greenhouse-conditions, and (iii) explore the influence of scion and rootstock genotype on root growth of contrasting soybean genotypes under well-watered and water deficit stress conditions. In the first series of experiments, a set of five soybean genotypes that represented contrasting root rooting depths and root elongation rates were selected based on greenhouse experiment and grown under rainfed field conditions. The core break method was used to assess root distributions of these genotypes in two years. The main goals of this experiment were to confirm genotypic variation for key root traits, including rooting depth and distribution, and to determine whether rooting depth is related to seed yield and selected shoot traits. This study confirmed significant variation among genotypes regarding their rooting depth and root distribution in the soil profile. Genotypes with greater maximum rooting depth also exhibited greater numbers of roots in the lower soil strata than shallower rooting genotypes, and rooting depth was positively correlated with seed yield. Confirmation of differences in rooting depth among these genotypes and the relationship with seed yield under field conditions establishes the suitability of the selected genotypes for physiological studies, studies of genetic mechanisms underpinning maximum rooting depth in soybean, and to confirm the potential for yield increase as a result of selection for deep rooting. A second study consisted of two greenhouse experiments to evaluate the effect of water availability on the rooting depth plasticity of deep- and shallow-rooted genotypes. Six contrasting genotypes were grown in PVC pipes under well-watered and dry-down conditions. The soil media was a mixture of soil and sand with a ratio of 4:1, respectively. Significant genotype, water treatment, and genotype by water treatment interaction effects were observed for maximum rooting depth. Maximum rooting depth increased in the dry-down compared to the well-watered treatment and induced a reallocation of root length from shallow strata to deeper regions in the profile for all genotypes. The extent of the difference in rooting depth between well-watered and dry-down treatments, measured as plasticity, was significantly different among genotypes. Thus, plasticity in maximum rooting depth appears to be under genetic control in soybean and may be a suitable target for breeding efforts aimed at increasing yields under drought. In a final study, the influence of scion and rootstock genotype on shoot growth and root system characteristics was examined in deep tubes in an automated rainout shelter. Plants were sown into 1.5- m deep tubes filled with a soil-sand mix (4:1) and grown under well-watered and dry-down conditions. Nine days after sowing, self and reciprocal grafts were made using the wedge grafting method. The dry-down treatment resulted in significantly increased rooting depth for all grafted as well as the non-grafted treatments compared to well-watered treatment. As expected, root length densities in the top 30 cm of the soil were greater for well-watered plants than plants in the dry-down treatment whereas the opposite was true for root length density at depth. Overall, whether self-grafted or serving as rootstock only, the deep-rooted genotype had a stimulatory effect on root growth in most soil strata, particularly under dry-down conditions. In general, limited differences observed among the grafting treatments suggest a small influence of the scion or rootstock genotype on the rooting depth and root distribution in the soil profile. However, grafting studies with additional genotypes should be conducted to explore whether this observation is specific to the genotype combination used in this study or whether it applies more generally for soybean. The experiments described in this dissertation lay the foundation for additional physiological and genetic studies. Further research is needed to ascertain the physiological mechanism behind the responses of contrasting genotypes, and to identify molecular markers and/or genes to facilitate incorporation of desirable root traits into a breeding program to increase yields and/or yield stability under drought conditions.


2012 ◽  
Vol 92 (7) ◽  
pp. 1229-1237 ◽  
Author(s):  
C. B. Koscielny ◽  
R. H. Gulden

Koscielny C. B. and Gulden R. H. 2012. Seedling root length in Brassica napus L. is indicative of seed yield. Can. J. Plant Sci. 92: 1229–1237. Recent studies have shown relationships between root growth and development and seed production potential in some crops; however, little is known about this relationship in Brassica napus. Field and growth room experiments were conducted to determine the relationship between root parameters up to the four-leaf stage and seed yield among a group of four open-pollinated and four hybrid B. napus genotypes with different yield potential. In the field studies, root length was the best indicator of seed yield at the one- to two-leaf and the three- to four-leaf stages of development, and was one of the most consistent parameters among sites and years. Poor ability to recover fine roots from field soils at the cotyledon stage contributed to the relatively poor relationships between root parameters and seed yield compared with shoot parameters at this developmental stage. The growth room study clearly showed that root length is an excellent measure of seedling vigour and an indicator of seed yield as early as 7 d after imbibition. These studies demonstrate the importance of early root development in canola and its potential as a screening trait for seed yield in breeding programs.


Author(s):  
Balaraju Susmitha ◽  
S. Ramesh

Background: Detection and quantification of variability among germplasm accessions/segregating populations/advance breeding lines is a pre-requisite (among others) for breeding crop plants for drought tolerance. Indices that integrate yield under moisture stress free (MSF) and moisture stress (MS) have been developed and used for screening and selection of moisture stress tolerant genotypes in several crops. The present study was aimed at identifying desirable indices from among those reported for screening and selection of terminal moisture stress (TMS) tolerant genotypes. Methods: Two experiments were conducted at experimental fields of Department of Genetics and Plant Breeding, University of Agricultural Sciences Bengaluru during 2017 post rainy season. The first experiment consisted of 33 genotypes which included 31 selected genotypes from F3 populations and two released varieties. The second experiment consisted of 13 genotypes which included 5 advanced breeding lines, 2 released varieties and 6 land races. The genotypes of both the experiments were evaluated for dry seed yield under two moisture regimes (MR), namely, MSF and TMS environments in separate trials following Randomized Block Design. Conclusion: Based on the criterion of significant correlation of indices with dry seed yield under both MSF and TMS environments, two indices namely, mean productivity (MP) and geometric mean productivity (GMP) were found desirable to identify TMS tolerant genotypes of both the experiments. Based on rank mean of the two indices, two F3 selections and one released variety from first experiment; four landraces, one advanced breeding line and one released variety from second experiment were found TMS tolerant.


2021 ◽  
Author(s):  
Harendra Verma ◽  
R. N. Sarma

Abstract Background: Drought is one of the important constraints affecting rice productivity worldwide. The vigorous shoot and deep root system help to improve drought resistance. In present era, genome-wide association study (GWAS) is the preferred method for mapping of QTLs for complex traits such as root and drought tolerance traits. In the present study, 114 rice genotypes were evaluated for various root and shoot traits under water stress conditions. All the genotypes were genotyped using 65 SSR markers covering all 12 chromosomes for the identification of various QTLs for root and shoot traits using MLM (Q+K) model in GWAS. Results: All genotypes showed a significant amount of variation for various root and shoot traits. Correlation analysis revealed that high dry shoot weight and fresh shoot weight is associated with root length, root volume, fresh root weight and dry root weight. A total of 11 significant marker-trait associations were detected for various root, shoot and drought tolerance traits with the coefficient of determination (R2) ranging from 18.99% to 53.41%. Marker RM252 and RM212 showed association with three root traits which suggests their scope for improvement of root system in rice improvement breeding programmes. In the present study a novel QTL was detected for root length associated with RM127, explaining 19.30% of variation. Conclusion: The marker alleles with increasing phenotypic effects for root and drought-tolerant traits can be exploited for improvement of root and drought tolerance traits using marker-assisted selection.


2017 ◽  
Vol 23 (4) ◽  
pp. 323 ◽  
Author(s):  
Nguyen Duc Thanh ◽  
Nguyen Thi Kim Lien ◽  
Pham Quang Chung ◽  
Tran Quoc Trong ◽  
Le Thi Bich Thuy ◽  
...  

Upland rice grows on 19 million ha, about 15% of the world's rice plantation [2]. The production of upland rice is crucial to agricultural economy of many countries [15]. The yield of upland rice is very low with an average of about 1 t/ha. Drought is a major constraint to the productivity of upland rice. In this paper, we present the results on mapping QTLs for root traits related to drought resistance (maximum root length, root thickness, root weight to shoot and deep root weight to shoot ratios) in upland rice using a recombinant inbreed (RI) population derived from a cross between Vietnamese upland rice accessions. The first molecular linked of Vietnamese upland rice were constructed. The map consists of 239 markers (36 SSR and 203 AFLP markers) mapped to all 12 rice chromosomes. This map covered 3973.1 cM of rice genome with an average distance of 16.62 cM between the markers. Twenty three putative QTLs were detected. Among them, four QTLs for MRL, four QTLs for R/SR, four QTLs for DR/SR, two QTL for RN, two QTLs for RT, two for PH, and five QTLs for TN were recorded. There are several SSR markers such as RM250, RM270, RM263, RM242, RM221 linked to QTL regions. They could be very useful for drought resistant selection in rice. Some common QTLs for maximum root length and deep root weight to shoot ratio were observed in different genetic background (RDB09 × R2021 and IR64 × Azorean populations) and ecological locations (IRRI and Vietnam). These QTLs could be very useful for precise locating drought resistant gene(s) and marker-assisted selection.  


Author(s):  
S. N. Saxena ◽  
R. K. Kakani ◽  
L. K. Sharma ◽  
D. Agarwal ◽  
S. John ◽  
...  

An experiment was conducted to investigate the effect of moisture stress on morpho-physiological parameters, seed yield and total oil content of thirteen fenugreek genotypes grown under moisture stress at different growth stages. Fenugreek genotypes showed significant differences in plant fresh weight, shoot and root weight, shoot and root length, number of branches, number of pods and seed yield per plant. Chlorophyll content and water potential was found to be reduced under water stress. Genotypes showed variation in canopy temperature under non stress conditions which was narrowed under stress conditions. Water stress at flowering and post flowering stage increased the oil content from a minimum of 3.29% in AFg 6 to a maximum of 5.31 in AM 327-3.


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