TY - JOUR
T1 - A plausible screening approach for moisture stress tolerance in finger millet (Eleusine coracana L.) germplasm accessions using membership function value at the seedling stage
AU - Bangari, Mayank Pratap Singh
AU - Sastya, Asha
AU - Reddy, Yellodu Adi Reddy Nanja
N1 - Publisher Copyright:
© 2023, The Author(s), under exclusive licence to Springer Nature B.V.
PY - 2023/9/21
Y1 - 2023/9/21
N2 - Finger millet is a drought-tolerant crop that grows better under water-limited conditions. However, a lack of moisture during germination affects seedling emergence and growth, ultimately affecting crop yield. Hence, identifying germplasm accessions that are drought tolerant could be of great importance to breeders. However, no systemic approach has been proposed for screening finger millet germplasm accession for moisture stress at the seedling stage. In the present study, we evaluated drought tolerance using PEG-8000 mediated moisture stress in 92 finger millet germplasm. The membership function value (MFV) was used as an index to assess and select finger millet germplasm for drought tolerance. Furthermore, a regression model was designed based on the mean MFV of all traits, which explained more than 95% of the variation in the total population. Of all the examined traits, the seedling vigour index was the most reliable, showing the highest correlation with drought tolerance at the seedling stage. We also developed an effective mathematical evaluation model for assessing finger millet germplasm for drought tolerance at the seedling stage. These findings laid the groundwork for further research into drought-tolerance mechanisms and the development of drought-tolerant finger millet cultivars.
AB - Finger millet is a drought-tolerant crop that grows better under water-limited conditions. However, a lack of moisture during germination affects seedling emergence and growth, ultimately affecting crop yield. Hence, identifying germplasm accessions that are drought tolerant could be of great importance to breeders. However, no systemic approach has been proposed for screening finger millet germplasm accession for moisture stress at the seedling stage. In the present study, we evaluated drought tolerance using PEG-8000 mediated moisture stress in 92 finger millet germplasm. The membership function value (MFV) was used as an index to assess and select finger millet germplasm for drought tolerance. Furthermore, a regression model was designed based on the mean MFV of all traits, which explained more than 95% of the variation in the total population. Of all the examined traits, the seedling vigour index was the most reliable, showing the highest correlation with drought tolerance at the seedling stage. We also developed an effective mathematical evaluation model for assessing finger millet germplasm for drought tolerance at the seedling stage. These findings laid the groundwork for further research into drought-tolerance mechanisms and the development of drought-tolerant finger millet cultivars.
KW - Drought
KW - Finger millet
KW - Membership function value
KW - Moisture stress tolerance index
UR - http://www.scopus.com/inward/record.url?scp=85171666610&partnerID=8YFLogxK
U2 - 10.1007/s10722-023-01730-5
DO - 10.1007/s10722-023-01730-5
M3 - Article
AN - SCOPUS:85171666610
SN - 0925-9864
VL - 71
SP - 1773
EP - 1784
JO - Genetic Resources and Crop Evolution
JF - Genetic Resources and Crop Evolution
IS - 5
ER -