Abstract:Black soybean (Glycine soja (L.) Merril) is one of the potential agricultural commodities in Indonesia. The multilocation trial is the primary requirement for variety release before farmers can widely use the new varieties. Various stability measurements on grain yields will provide more accurate information in selecting superior lines. The aims of the study were to: (i) identify the effect of genotype by environment interactions (G×E) on black soybean grain yields; (ii) select the black soybean lines with sta… Show more
“…The effect of GEIs decreases the relationship between genotype and phenotypic values, and also makes it difficult for breeders to select superior genotypes [ [6] , [7] , [8] ]. Therefore, interpreting GEIs in multilocation tests is very helpful in determining the stability of genotypes in diverse environments, or adaptive to specific environments [ [8] , [9] , [10] , [11] ]. Numerous methods have been suggested to analyze GEIs, adaptability and stability of genotypes under diverse environmental conditions.…”
“…The effect of GEIs decreases the relationship between genotype and phenotypic values, and also makes it difficult for breeders to select superior genotypes [ [6] , [7] , [8] ]. Therefore, interpreting GEIs in multilocation tests is very helpful in determining the stability of genotypes in diverse environments, or adaptive to specific environments [ [8] , [9] , [10] , [11] ]. Numerous methods have been suggested to analyze GEIs, adaptability and stability of genotypes under diverse environmental conditions.…”
“…However, GEIs make the selection process difficult and inefficient under various environmental conditions [7,13,14]. Several studies have reported that GEIs complicate the selection process in sweet potatoes [7,15], durum wheat [16], soybeans [17][18][19], maize [20], Stevia [21], and turmeric [22]. Therefore, a study is needed to evaluate Fe-resistant rice genotypes under a wide range of environmental conditions to obtain superior genotypes (high and stable yields).…”
Rice (Oryza sativa L.) is an important agricultural commodity in Indonesia. The combination of stability analysis on yields was considered accurate in selecting superior genotypes. The objectives of this study were as follows: identify the effects of genotypes, the environment, and their interactions (GEIs) on the yields of Fe-tolerant rice; select superior genotypes (stable and high yields) under diverse environment conditions in Indonesia; and determine the mega-environments (MEs) and representative environments for Fe-tolerant rice development. Fifteen genotypes of Fe-tolerant rice were used for this study. Field experiments were conducted at six experimental fields in Indonesia using a randomized block design with two replications. A combined analysis of variance (ANOVA) was used to determine the effect of genotypes, the environment, and their interactions on Fe-tolerant rice yields. Parametric, non-parametric, AMMI (additive main effects and multiplicative interaction), GGE biplot, and SI (sustainability index) measurements were used to determine the superior genotypes. GGE biplot was also used to determine MEs and representative environments. The measurement results showed that genotypes, the environment, and their interactions significantly affected rice yields with contributions of 13.30%, 35.78%, and 50.92%, respectively. One superior Fe-tolerant rice genotype (stable and high yield) was selected based on all measurements, namely G4 (B14316E-KA-4). In this experiment, two MEs were generated. Lampung was identified as a representative environment for the development of superior genotypes. The results of this study can be used as a consideration in the release and development of new superior varieties of Fe-tolerant rice in Indonesia.
“…Similarly, Karuniawan et al, [31] used numerical measurements, AMMI, and GGE biplot to select stable sweet potatoes in West Java, Indonesia. Several other studies also reported the relative contribution of these various measurements to identify the ideal line, including on barley [43], on maize [44,45], on safower [46], on stevia [47], and soybean [48,49]. From our test results, there were four new soybean lines that were identifed as stable and highyielding by various stability measurements, namely A-5A-PSJ (S2), DB-96-CTY (S5), UP 161 (S6), and UP 162 (S7).…”
Selecting high-yielding and stable genotypes is the main goal of black soybean breeding. Testing new lines in multiple environments is one of the development processes in black soybean breeding. The aims of the research were (i) to identify the effects of genotype, environment, and their interactions (GEIs) on the grain yield of soybean lines in Java Island; (ii) to select stable and high-yielding soybean lines; (iii) to determine the discriminative environments; and (iv) to determine the concept of stability measurements on black soybean grain yields. Field trials of 10 new F8 promising lines and three check varieties were conducted under eight different environments during four years (2016–2019). The measurement results showed that the grain yield was influenced by genotype (8.35%), environment (59.49%), and GEIs (32.16%). Grain yield stability measurements showed that the four newly identified lines had high yields and were stable in eight environments; they were A-5A-PSJ (S2), DB-96-CTY (S5), UP 161 (S6), and UP 162 (S7). The Ngawi (2017), followed by Bogor (2019) and Banyuwangi (2016), has the strongest interactive capabilities and is suitable for use as a trial environment. Grain yield (Y) was identified as having a positive and significant correlation (
p
<
0.05
) with S(3), S(6), NP(2), NP(3), NP(4), KR, and YSI stability measurements, which indicated that they were included in the concept of dynamic stability measurement. The selected genotypes can be proposed for the release of new high-yielding black soybean varieties in Indonesia.
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