Abstract
Indonesia is a significant producer of shallots, and the country frequently cultivates three distinct varieties: Bima, Trisula, and Sumenep. Each cultivar exhibits distinct characteristics, specifically when grown under suboptimal conditions. Several studies showed that insufficient watering intervals (WIs) can lead to drought stress, while excessive levels often lead to inundation. To investigate the effects of cultivar and WI on shallot growth and quality, this study employed a split-plot design with main plots and subplots with four repetitions. The main plots consisted of cultivars (Bima, Trisula, and Sumenep), while the subplots comprised WIs (once in 1 day, 2 days, and 3 days). The results showed that there was an effect of interaction between cultivars and WIs on growth (proline [126.15 mg 100 g−1]) and quality (quercetin [3.8739 mg g−1], rutin [0.2080 mg g−1], and kaempferol [1.209 mg g−1]). However, there was no effect on the number of tillers, shoot/root ratio, water content, number of tubers, tuber weight, and total flavonoid.
1 Introduction
Shallot (Allium ascalonicum L.) is a highly popular horticultural product with several benefits. It can be consumed raw or used as a seasoning for dishes due to their distinctive aroma. Furthermore, shallot can be processed into products, such as pasta, serving as a savory flavor enhancer in food. The plant is also rich in nutrients, such as carbohydrates, vitamins, calcium, and other essential minerals. Several studies reported that it has gained significant attention in the biopharmaceutical industry due to the potential as anti-microbial, anti-diabetic, anti-hypertensive, antioxidant, and analgesic. Various secondary metabolites, including antioxidants, total chlorophyll, and total flavonoids (such as quercetin, flavonol glycosides, kaempferol, and others), are essential components in plants [1,2,3,4,5,6]. Quercetin, in particular, has been reported to be beneficial to heart health, kidney, liver, and hyperglycemia.
The quality of shallot is highly susceptible to the influence of environmental factors, and climate change can lead to a decrease in water availability due to extended dry seasons and low rainfall. These conditions can cause drought stress, which affected various parameters of plant growth and yield. Moreover, drought stress was reported to reduce the yield of the Bhima Kiran onion cultivar by 65% [7]. Previous studies reported that deficit irrigation at a rate of 20% of crop water demand with a 4-day interval throughout the growing season is advantageous for maximizing onion yield and improving water productivity [8]. Plant growth in drought conditions is often directed towards the roots, thereby facilitating the absorption of water from deeper soil layers [9]. Drought stress can also induce the appearance of proline, which is an essential protein amino acid. Proline often accumulates under drought stress, but its content can decrease rapidly after rewatering [10]. Several studies also revealed that it had the ability to maintain turgor [11]. Another response of plants to drought stress is an increase in biochemical and yield traits of onion. Water deficit influenced bulk weight, diameter, lipid peroxidation, and total soluble solids in onion [7,12].
Each cultivar has different morphological, physiological, and biochemical responses with unique effects on metabolite content [13,14,15,16,17,18] and the activity of enzymes during the formation of secondary metabolites. This is because secondary metabolites are affected by the response of plant genetic traits that are sensitive to stress [19,20]. Furthermore, several studies have been carried out to determine the effect of cultivar type on plant growth, yield, and metabolite content. It is believed to be the biggest factor affecting shallot’s secondary metabolites, followed by planting time and cultivation methods [21]. Shallot cultivar PRO-6 contained higher quercetin, kaempferol, and total flavonoid compared to Punjab White, Punjab Naroya, and other commercial variants [22]. A study was conducted on three types of shallot cultivars given different inundation levels. The results showed that the Sumenep samples had better growth and yield compared to the Bima and Kuning variants [23].
The interaction effect of cultivar and WI on shallot plants has been extensively explored. A previous study showed that the association between cultivar and drought stress affected the content of carotenoids in the carrot [24]. Water has a considerable effect on the root’s ability to absorb nutrients. A persistent lack of water can result in stunted growth and even death. Therefore, further research is needed regarding the appropriate volume of watering for the shallot. Based on previous findings, only a few studies have explored the effect of WIs on local Indonesian shallot varieties, especially Bima, Trisula, and Sumenep. Therefore, the aim of this study is to determine the interaction and effect of cultivars and different WIs on shallot growth, yield, and quality. The results are expected to be a reference for farmers and the industry in determining the right cultivar and WI to obtain optimal yields.
2 Materials and methods
2.1 Experimental design and treatments
Planting was carried out at the Controlled Culture Laboratory, Faculty of Agriculture, Universitas Padjadjaran, Indonesia, with coordinate of 6°55′12.1″S 107°46′21.6″E and an altitude of ±730 m above sea level. The experimental design used was a split-plot design consisting of main plots, namely, cultivars (Bima, Trisula, and Sumenep) and subplots, including WIs (1, 2, and 3 days) with four replications. Bulbs were collected from Vegetable Crops Research Institute, Lembang, Indonesia. Each treatment consisted of six polybags (two polybags for proline analysis and four polybags for another analysis (number of tillers, number of tubers, tuber weight, shoot/root ratio, tuber water content, drought sensitivity index; DSI, quercetin, rutin, kaempferol, and total flavonoid) with one plant in one polybag (15 × 15 cm). The total number of plants was 216, and the planting media used was 3 kg (mixed from soil, compost, and husk charcoal [1:1:1]) (Figure 1).

Shallot plants in various treatments (Field shaded with UV plastic).
The maintenance carried out was watering, replanting, weeding, loosening of soil, fertilization, as well as controlling pests and plant diseases. Table 1 presents the meteorological data (air temperature and relative humidity) recorded from October to December 2020, which provides valuable insight into seasonal variations and environmental conditions during this time period. The meteorological data were measured in the field experiment using thermo-hygrometer. The watering of the shallot plants was based on the treatment. The volume of water given to the treatment was adjusted to the field capacity of 200 mL for one watering, which was carried out from 2 weeks after planting (WAP) until harvest (15–17 WAP). Replanting was performed at 1 WAP to replace plants that were not growing. Basic fertilization was carried out a day before planting, namely, urea (1 g polybag−1), ZA (2.5 g polybag−1), SP-36 (1.5 g polybag−1), and KCl (1 g polybag−1), respectively. Meanwhile, supplementary fertilization was done 15 and 35 days after planting. Basic and supplementary fertilization are done at the same dosage. The fertilizer mixture was then stirred and spread over the soil in the polybags.
Meteorological data (air temperature and relative humidity) collected from October to December 2020
| No. | Month | Air temperature (°C) | Relative humidity (%) |
|---|---|---|---|
| 1 | October | 27.6 | 62.4 |
| 2 | November | 26.0 | 71.5 |
| 3 | December | 26.0 | 70.6 |
2.2 Growth and yield determination
Shallot was harvested after they were matured, usually at the age of 15–17 WAP [25]. This period was characterized by the softness of 60% of the stem neck being lodged and the yellow coloration of the leaves. Harvesting was carried out in dry soil conditions and sunny weather to prevent tuber rot disease in the warehouse. The harvested shallot was then tied to the stem to facilitate handling. The tuber was dried in the sun for 1–2 weeks under direct sunlight. Subsequently, laboratory analysis was performed at the Horticulture Laboratory
2.2.1 Number of tillers
The number of tillers per clump calculation was carried out from the age of 1–7 WAP. The value was obtained by counting all tillers of the sample plants, and the average was calculated for each plot.
2.2.2 Number of tubers
The number of tubers was the average number of sample plants from the plots. This observation was carried out during the harvest of the plants.
2.2.3 Tuber weight
The tuber weight was the average weight of tuber per plant clump. The sample consisted of three plants in each treatment and replication. The weight was calculated by weighing the tuber after harvesting.
2.2.4 Shoot/root ratio
The ratio between the shoot dry weight and root dry weight was calculated (equation (1)). For this, the plants were harvested at 7 WAP, and the shoot separated from the roots (were washed to remove from the soil). The fresh material was placed in paper bags and dried in a forced-air oven (Memmert Schutzart DIN 40050-IP 20, Schwabach, Germany) for 3 days at 105°C to quantify the shoot and root dry weights. Dry weight was obtained using a digital balance.
2.2.5 Proline
Also, in the harvest (7 WAP), proline measurement was carried out based on the method proposed by Bates et al. [26]. A total of 5 g fresh leaf samples was crushed using a mortar, followed by the addition of 10 mL of 3% sulfosalicylic acid and homogenization using a vortex. The homogenized sample was then placed in boiling water (100°C) for 10 min. Subsequently, a total of 1 mL filtrate was reacted with 1 mL ninhydrin acid and 1 mL glacial acetic acid in a test tube for 40 min at 100°C. The reaction solution was then placed in cold water for 1 min, followed by extraction with 3 mL of toluene and measurement of absorbance using a spectrophotometer (Shimadzu UV mini-1240, Tokyo, Japan) at a 520 nm wavelength. The analysis of each sample was repeated three times, and the proline concentration was calculated by including it in the standard curve. The proline was calculated according to equation (2).
where C is the concentration of the proline obtained from calibration curve in mg mL−1, V is the volume of extract in mL, and m is the mass of extract in g.
2.2.6 Tuber water content
Water content was measured based on the gravimetric method [27,28,29,30]. A total of 15 g shallot was weighed in a cup using aluminum foil with known weight, followed by drying in an oven at 105°C for 3 h. The samples were cooled in a desiccator for 15 min and weighed. Subsequently, they were placed back in the oven for 2 h after being cooled and weighed. This treatment was repeated until a constant weight was obtained.
2.2.7 DSI
DSI was calculated to determine the yield reduction caused for each treatment compared to the control. Cultivars with low (<1) and high (>1) DSI values were categorized as drought-tolerant and drought-sensitive, respectively [31]. The formula used to calculate DSI is
where Y is the average weight of shallot bulbs in each cultivar (Bima, Trisula, and Sumenep) under drought stress (WIs of once in 2 and 3 days), Yp is the average weight of shallot bulbs in each cultivar (Bima, Trisula, and Sumenep) without drought stress (WI of once in 1 day), X is the average weight of shallot bulbs across all cultivars under drought stress (WIs of once in 2 and 3 days), and Xp is the average weight of shallot bulbs across all cultivars without drought stress (WI of once in 1 day).
2.3 Quality determination
2.3.1 Extract preparation
The sample was part of shallot tuber (tubers and tuber skins) that were harvested and cleaned to remove soil. The tuber was then sliced, dried in an oven at 50°C for 18 h, mashed with mortar, and referred to as dried samples. [32]. A total of 0.5 g of the dry sample was then measured and placed in a vial, followed by the addition of 10 mL of ethanol (96%). The filtrate was then sonicated (Baku BK-2000, Guangzhou, China) for 30 min at room temperature. The dried sample was used for determining of flavonoids in shallot, such as quercetin, rutin, and kaempferol, and total flavonoid.
2.3.2 Quercetin, rutin, and kaempferol
A total of 5 mL sulfuric acid was added to the filtrate in a fume hood, followed by sonication at 80°C for 45 min, and the addition of ethanol. Furthermore, 10 mL filtrate was centrifuged for 10 min, and 1 mL was analyzed in HPLC (Shimadzu, LC 20AT Prominence, Tokyo, Japan). The measurement of quercetin, rutin, and kaempferol was then carried out using their standards, and the results were expressed as mg g−1 [33,34].
2.3.3 Total flavonoid
The total flavonoid testing procedure was based on the method proposed by Sytar et al. [35] and Kusumiyati et al. [36]. A total of 0.5 mL filtrate was added with 2 mL of methanol, 0.1 mL of AlCl3 10%, 0.1 mL of sodium acetate 1 M, and 2.3 mL of water. The mixture was then incubated for 30 min, and the absorbance was measured at 432 nm using a spectrophotometer. The total flavonoid is calculated according to equation (4).
Where C is the concentration of gallic acid obtained from calibration curve in mg mL−1, V is the volume of extract in mL, and m is the mass of extract in g.
2.4 Data analysis
The data were analyzed statistically using split plot analysis of variance (ANOVA). In addition, when the test results are substantially different, Tukey test is conducted at a 5% significance level. Data analysis was done using SPSS 16 software and Microsoft Excel 2013.
3 Results and discussion
The statistical analysis was performed with the SPSS 16 software and Microsoft Excel 2013. ANOVA is used to determine whether there is a significant difference between the groups under study by using variance (Table 2). The Tukey test compares the variables after collecting data. Observations of shoot/root ratio and proline were then performed at 7 WAP. The number of tillers was checked at several frequencies, namely, 1, 2, 3, 4, 5, 6, and 7 WAP. Meanwhile, the number of tubers, tuber weight, quercetin, rutin, kaempferol, total flavonoid, and water content were measured after the harvest.
Probability of growth, yield, and metabolite responses of three shallot cultivars at different WIs
| Variables | Cultivar | WI | Cultivar*WI | CV (%) |
|---|---|---|---|---|
| Number of tillers | ||||
| 1 WAP | 0.014* | 0.973 ns | 0.671 ns | 25 |
| 2 WAP | 0.050* | 0.405 ns | 0.559 ns | 19 |
| 3 WAP | 0.037* | 0.293 ns | 0.727 ns | 19 |
| 4 WAP | 0.045* | 0.548 ns | 0.481 ns | 23 |
| 5 WAP | 0.018* | 0.184 ns | 0.361 ns | 21 |
| 6 WAP | 0.045* | 0.129 ns | 0.598 ns | 18 |
| 7 WAP | 0.050* | 0.282 ns | 0.167 ns | 18 |
| Shoot/root ratio | 2.677 ns | 13.204* | 2.179 ns | 33 |
| Proline | 0.000* | 0.000* | 0.000* | 47 |
| Tuber water content | 0.000* | 0.007* | 0.242 ns | 6 |
| Number of tubers | 0.413 ns | 0.000* | 0.070 ns | 22 |
| Tuber weight | 0.004* | 0.000* | 0.126 ns | 35 |
| Quercetin | 0.000* | 0.008* | 0.000* | 76 |
| Rutin | 0.000* | 0.001* | 0.000* | 46 |
| Kaempferol | 0.000* | 0.108 ns | 0.001* | 57 |
| Flavonoid | 0.000* | 0.000* | 0,085 ns | 57 |
ns, * – not significant and significant at p ≤ 0.05 by F-test.
3.1 Number of tillers
The statistical analysis results showed that there was no effect of interaction of shallot cultivars and the WI on the number of tillers (Table 2). The single factor of each cultivar had a significant effect, while the WI did not affect this parameter. Furthermore, Table 3 shows that the Sumenep cultivar was significantly different from Trisula but was not different from Bima at the age of 1 WAP. The number of tillers at 2–7 WAP in Bima and Sumenep was not significantly different but varied from Trisula. The treatment of the WI did not significantly differ based on the measured parameter, as shown in Table 3. This is in line with the research by Nur et al. [37] who reported that the number of tillers of Bima and Sumenep varieties did not differ significantly at 4 and 6 WAP. It is suspected that genetic factors have a substantial impact on the number of tillers [37,38]. Bima has the potential for 7–12 tillers, while Sumenep for 7–14 tillers The number of tillers was more affected by the seeds used as seedlings compared to water availability. Fibrianty et al. [39] reported that watering volumes did not have significant effect on the number of tillers in shallot.
Effect of shallot cultivars and WI on number of tillers
| Treatment | Number of tillers | ||||||
|---|---|---|---|---|---|---|---|
| 1 WAP | 2 WAP | 3 WAP | 4 WAP | 5 WAP | 6 WAP | 7 WAP | |
| Main plots (cultivars) | |||||||
| Bima | 2.12 ± 0.39ab | 3.96 ± 0.83a | 4.46 ± 0.84a | 5.06 ± 1.50a | 5.64 ± 1.20a | 6.14 ± 1.15a | 5.34 ± 1.33a |
| Trisula | 2.25 ± 0.46b | 5.08 ± 0.43b | 5.52 ± 0.68b | 6.64 ± 0.78b | 7.24 ± 0.71b | 7.19 ± 0.71b | 7.07 ± 0.77b |
| Sumenep | 1.78 ± 0.55a | 4.52 ± 0.99a | 4.83 ± 1.05ab | 5.68 ± 1.26a | 5.86 ± 1.29a | 5.99 ± 0.96a | 6.22 ± 1.28a |
| Subplots (WI) | |||||||
| Once in 1 day | 2.08 ± 0.44a | 4.56 ± 0.95a | 4.99 ± 1.08a | 5.90 ± 1.78a | 6.15 ± 1.32a | 6.36 ± 1.14a | 6.17 ± 1.07a |
| Once in 2 days | 2.00 ± 0.54a | 4.29 ± 0.79a | 4.57 ± 0.79a | 5.43 ± 1.05a | 5.68 ± 1.12a | 6.17 ± 1.02a | 5.99 ± 1.13a |
| Once in 3 days | 2.08 ± 0.52a | 4.50 ± 0.78a | 4.96 ± 0.88a | 5.90 ± 1.47a | 6.71 ± 1.47a | 6.33 ± 1.15a | 6.22 ± 1.39a |
Notes: Treatment average numbers followed by the same letter indicate not significantly different according to Tukey's 5% further test; Values represent mean ± standard deviation.
3.2 Shoot/root ratio
The statistical analysis results showed that there was no impact of interaction between shallot cultivars and WI on the shoot/root ratio (Table 2). The single-factor treatment of cultivar and WI affected this parameter, as shown in Table 4. The shoot/root ratio was the ratio between the crown and roots of the plant. Furthermore, Sumenep produced the highest value compared to other cultivars but did not differ from the Bima variant. The treatment with a WI of once in 1 day gave the highest ratio, followed by once in 2 days and 3 days.
Effect of shallot cultivars and WI on shoot/root ratio
| Treatment | Shoot/root ratio |
|---|---|
| Main plots (cultivar) | |
| Bima | 2.56 ± 1.03ab |
| Trisula | 2.17 ± 0.99a |
| Sumenep | 2.78 ± 0.75b |
| Subplots (WI) | |
| Once in 1 day | 3.35 ± 0.52c |
| Once in 2 days | 2.32 ± 0.97b |
| Once in 3 days | 1.66 ± 1.00a |
Notes: Treatment average numbers followed by the same letter indicate not significantly different according to Tukey's 5% further test. Values represent mean: ± standard deviation.
A low shoot/root ratio indicated that plant growth occurred more in roots. Photosynthate directed to this organ was a plant mechanism in expanding and deepening the root system, thereby increasing the water-absorbing ability [9]. Table 4 also shows that there was a decrease in the shoot/root ratio for the WI treatment. This reduction was the plant’s effort to maintain water availability for growth and development under drought stress [40]. The accumulation of salts in the topsoil and root zone as a result of water deficiency or drought can substantially reduce onion growth and yield [41]. Soil moisture is depleted as a result of root absorption, resulting in decreased physiological activities, which in turn affects the root development [42].
3.3 Proline
The statistical analysis results showed that there was an effect of interaction between shallot cultivars and WI on proline, as shown in Tables 2 and 5. A WI of once a day had no significant effect on the three cultivars, but there was a significant difference in the once in 2 days and 3 days treatments. This was because the use of the once-a-day treatment helped to prevent stress. Consequently, the proline produced did not show a significant difference in the three cultivars. A significant effect was found in the once in 2 days and 3 days, indicating that the plants experienced stress and responded by increasing the levels of the amino acid.
Effect of interaction between shallot cultivars and WI on proline
| Cultivar | Proline (mg/100 g) | ||
|---|---|---|---|
| Once in 1 day | Once in 2 days | Once in 3 days | |
| Bima | 37.85 ± 3.01a | 66.71 ± 5.36b | 83.93 ± 23.32c |
| A | AB | A | |
| Trisula | 51.79 ± 3.24a | 67.89 ± 13.44b | 126.15 ± 14.24c |
| A | B | B | |
| Sumenep | 28.69 ± 4.00a | 51.87 ± 4.31b | 68.31 ± 10.28c |
| A | A | A | |
Notes: Numbers followed by the same letter are not significantly different according to Tukey's further test at the 5% level. Lowercase letters read horizontal direction (rows) and capital letters read vertical direction (columns). Values represent mean ± standard deviation.
Proline is an amino acid that acted as one of the most common compatible osmolytes in plants under drought stress conditions. The results showed that its levels increased with the less frequent WIs in each cultivar. This indicated that proline production increased in a stressed environment. Furthermore, its production was a mechanism to reduce oxidative damage. Proline also played three main roles in plants under stress, namely, as a molecular messenger, antioxidative defense molecule, and signaling molecule. Its role as a molecular messenger can regulate protein integrity and increase the activity of different enzymes. Previous studies reported that it had a role in reducing the effects of Reactive Oxygen Species (ROS) such as OH−, O2 −, H2O2, and others as an antioxidant. ROS can cause oxidative damage in plants through the peroxidation of lipid membrane components and direct interaction with various macromolecules.
The highest proline value was found in Trisula, which was watered once in 3 days at 126.15 mg/100 g fresh sample, compared to Bima and Sumenep with once in 3 days treatment. This showed that Trisula was the best cultivar for overcoming drought stress compared to others. High proline indicated that a plant was tolerant to stress and can adapt to a stressed environment. Drought-stress-tolerant species have higher proline and antioxidant content compared to drought-stress-sensitive species [43]. Several studies reported that proline was an indicator in the selection of stress-tolerant cultivars, such as peanut [44], shallot [45], soybean [46], mung bean [47], and potato [48].
3.4 DSI
The results of the variance analysis are presented in Figure 2. The DSI value of the Bima, Trisula, and Sumenep cultivars was 0.8592, 0.8455, and 1.0078, respectively. Based on the DSI category, it can be concluded that they were drought stress tolerant (DSI value <1). This category can be considered when selecting shallot cultivars planted in drought stress [31]. Bima, Trisula, and Sumenep are cultivars that are adaptive and tolerant to drought stress [49,50].

DSI values of some shallot cultivars.
3.5 Water content, number, and weight of tuber
The statistical analysis results showed that there was no effect of interaction between shallot cultivars and WI on the water content, as well as the number and weight of tubers (Table 2). The cultivar and WI treatments showed a single-factor effect on these parameters, as shown in Table 6. The cultivar-type treatment had a significantly different effect on the water content of tuber. Bima had the highest tuber water content compared to Trisula and Sumenep. Meanwhile, Sumenep produced the lowest tuber water content of 62.02%. It was usually used as fried shallot and expected to have a low water level to ensure the texture remains crispy. The water content is an indicator of fried shallot quality because it can affect the texture, and excessive levels prevented the samples from being crispy. This parameter can also affect the shelf life of shallot. Tuber with high water content was more susceptible to disease attacks during the post-harvest period. The character of shallot is mostly impacted by genetics and almost marginally by the environment [51]. The level in shallot ranged from 80.03 to 87.54% and an excessively low level can reduce product weight, while high content caused the occurrence of microbes [52].
Effect of shallot cultivars and WI on the tuber water content, number of tubers, and tuber weight
| Treatment | Tuber water content (%) | Number of tubers | Tuber weight (g) |
|---|---|---|---|
| Main plots (cultivar) | |||
| Bima | 69.78 ± 1.91c | 8.33 ± 2.27a | 38.23 ± 15.75b |
| Trisula | 66.47 ± 2.54b | 8.06 ± 1.12a | 39.29 ± 10.74b |
| Sumenep | 62.02 ± 1.85a | 7.38 ± 1.75a | 26.80 ± 9.80a |
| Subplots (WI) | |||
| Once in 1 day | 66.54 ± 4.09b | 8.14 ± 1.42b | 37.51 ± 13.81b |
| Once in 2 days | 65.86 ± 4.05ab | 6.86 ± 1.45a | 28.06 ± 7.26a |
| Once in 3 days | 64.48 ± 3.40a | 6.75 ± 1.19a | 23.36 ± 9.14a |
Notes: Treatment average numbers followed by the same letter indicate not significantly different according to Tukey's 5% further test. Values represent mean ± standard deviation.
The treatment of WI once in 1 day produced the highest water content compared to others. However, it was not significantly different from the once in 2 days. This occurred because the WI affected the amount of water that can be absorbed in the soil by plants. The higher the amount of water available in the soil, the higher the quantity absorbed by plants for growth and development [53]. The moisture absorbed was stored in the tuber and indicated by the tuber water content.
The WI showed an effect on the number of tubers. The results of the Tukey test at 5% level are presented in Table 6. Bima was not significantly different from Trisula and Sumenep. This was because the number of shallot tubers of Bima, Trisula, and Sumenep was the same, namely 5–8 tubers.
The treatment with watering once in 1 day had the highest number of tuber compared to others. This was because water was one of the factors that affected plant yield. Watering with increasingly infrequent intervals caused disrupted fruit formation and enlargement, which reduced fruit size and yield. The once in 1 day treatment increased water availability in the root zone, thereby leading to high shallot production [54].
The cultivar and WI had an effect on tuber weight, as shown in Table 6. Furthermore, Trisula had the highest tuber weight of 39.29 g compared to others, but not significantly different from Bima. The results showed that Sumenep produced the lowest of 26.80 g. The WI treatment had a significantly different effect on tuber weight. The administration of water once in 1 day was significantly different from once in 2 days and 3 days. The once in 2 days was not significantly different from the once in 3 days treatment. The once in 1 day interval gave the highest results, namely, 37.51 g. Several studies have been carried out to determine the effect of drought stress on shallot yield. Water deficit caused a significant decrease in tuber weight and size [55,56]. Stressed plants can give lower yields compared to those that were unstressed as a form of morphological and physiological changes in cultivars susceptible to stress, leading to smaller cell sizes [57].
3.6 Quercetin
The statistical analysis results showed that there was an effect of interaction between shallot cultivars and the WI on quercetin, as shown in Tables 2 and 7. Several studies showed that secondary metabolites can increase due to water stress [58,59]. This was consistent with the results of Bima and Sumenep but different in Trisula. Meanwhile, Bima and Sumenep experienced an increase in quercetin and a decrease in the WI. Trisula experienced a decrease in quercetin at the watering of once in 2 days but there was a slight increase in quercetin at once in 3 days. This indicated that quercetin levels can decrease due to increased drought stress. Cultivar was the primary factor contributing to the varying levels of secondary metabolites [60].
Effect of interaction between shallot cultivars and WI on quercetin
| Cultivar | Quercetin (mg g−1) | ||
|---|---|---|---|
| Once in 1 day | Once in 2 days | Once in 3 days | |
| Bima | 1.4207 ± 0.40a | 1.6674 ± 0.44ab | 1.7168 ± 0.35b |
| B | B | B | |
| Trisula | 3.8739 ± 0.98b | 2.4389 ± 0.82a | 2.8620 ± 0.58a |
| C | C | C | |
| Sumenep | 0.6555 ± 0.28a | 0.7097 ± 0.12a | 0.7234 ± 0.09a |
| A | A | A | |
Notes: Numbers followed by the same letter are not significantly different according to Tukey's further test at the 5% level. Lowercase letters read horizontal direction (rows) and capital letters read vertical direction (columns). Values represent mean ± standard deviation.
3.7 Rutin
The statistical analysis results showed that there was an effect of interaction between shallot cultivars and the WI on rutin, as shown in Tables 2 and 8. Bima was not significantly different from Trisula on rutin at WIs of once in a day, but significantly different from Sumenep.
Effect of interaction between shallot cultivars and WI on rutin
| Cultivar | Rutin (mg g−1) | ||
|---|---|---|---|
| Once in 1 day | Once in 2 days | Once in 3 days | |
| Bima | 0.1670 ± 0.066a | 0.1756 ± 0.084a | 0.2080 ±0.041b |
| B | B | B | |
| Trisula | 0.2049 ± 0.050b | 0.1673 ± 0.072a | 0.1465 ±0.046a |
| B | B | B | |
| Sumenep | 0.0654 ± 0.050a | 0.0655 ± 0.034a | 0.0669 ±0.008b |
| A | A | A | |
Notes: Numbers followed by the same letter are not significantly different according to Tukey's further test at the 5% level. Lowercase letters read horizontal direction (rows) and capital letters read vertical direction (columns). Values represent mean ± standard deviation.
Rutin in Bima and Sumenep watered once in 1 day was not significantly different from those treated once in 2 days. However, it was significantly different from samples watered once in 3 days. This finding is consistent with Toscano et al. [61] that plant secondary metabolites increased under stressful conditions. There was a decrease in Trisula, which could be due to genetic factors. Furthermore, stressed conditions can be associated with the provision of little water, which caused drought. Trisula watered once in 1 day was significantly different from those watered once in 2 days and 3 days.
3.8 Kaempferol
Based on the statistical analysis results, there was an effect of interaction between shallot cultivars and the WI on kaempferol, as shown in Tables 2 and 9. The highest value was obtained in the treatment of Trisula with a WI of once in 1 day. It was significantly different from the samples watered once in 2 days and 3 days. A previous study revealed that an increase in the kaempferol level was a defensive effort under a stressed environment [62].
Effect of interaction between shallot cultivars and WI on kaempferol
| Cultivar | Kaempferol (mg g−1) | ||
|---|---|---|---|
| Once in 1 day | Once in 2 days | Once in 3 days | |
| Bima | 0.0866 ± 0.041a | 0.1028 ± 0.050a | 0.1037 ± 0.028a |
| B | B | B | |
| Trisula | 1.209 ± 0.050b | 0.1981 ± 0.049a | 0.1830 ± 0.032a |
| C | C | C | |
| Sumenep | 0.0476 ± 0.019a | 0.0621 ± 0.008b | 0.0475 ± 0.013a |
| A | A | A | |
Notes: Numbers followed by the same letter are not significantly different according to Tukey's further test at the 5% level. Lowercase letters read horizontal direction (rows) and capital letters read vertical direction (columns). Values represent mean ± standard deviation.
In Trisula watered once in 1 day, 2 days, and 3 days, there was a significantly different decrease in kaempferol. This occurred due to the effect of the enzymes flavanone 3-hydroxylase (F3H) and FLS, which played a role in converting Dyhydroflavonol into Dihydrokaempferol and Dihydromyricetin [63]. The role in catalyzing the conversion of dihydroflavonols to flavonols, FLS1 also facilitates the oxidation of 2S-flavanone (naringenin) to both enantiomers of dihydrokaempferol, a function typically attributed to F3H [64]. In addition, when the functioning enzymes FNS I and F3H were exposed to dihydrokaempferol as a substrate, it was shown that both FNS I and FNS I/F2H enzymes successfully catalyzed the conversion of dihydrokaempferol into kaempferol [64]. Moreover, the amount of carbon available in plants that were used for total flavonoid biosynthesis can cause a decrease in kaempferol (including total flavonoids). Total flavonoid biosynthesis can increase due to highly available carbon levels and enzyme activity [65].
3.9 Total flavonoid
The statistical analysis results showed that there was no effect of interaction between shallot cultivars and WI on total flavonoids, as shown in Tables 2 and 10. Cultivar treatment and WI affected the levels of total flavonoids.
Effect of shallot cultivars and WI on total flavonoid
| Treatment | Total flavonoid (mg QE g−1 dw) |
|---|---|
| Main plots (cultivar) | |
| Bima | 221.78 ± 0.76b |
| Trisula | 334.73 ± 1.09c |
| Sumenep | 95.07 ± 0.30a |
| Subplots (WI) | |
| Once in 1 day | 227.94 ± 1.51b |
| Once in 2 days | 180.89 ± 1.26a |
| Once in 3 days | 178.08 ± 0.80a |
Notes: Treatment average numbers followed by the same letter indicate not significantly different according to Tukey's 5% further test. Values represent mean ± standard deviation.
Cultivar affected the total flavonoid observation parameters, where Trisula showed significantly different results from Bima and Sumenep. Furthermore, Trisula had the highest total flavonoid of 334.73 mg g−1, while Sumenep had the lowest of 95.07 mg g−1. High levels indicated that plants have a better ability to reduce the effect of environmental stress [66]. Based on the results of total flavonoid measurements, Trisula was a cultivar that adapted better to drought stress’s effects compared to others.
The treatment of WIs showed a significantly different effect on total flavonoids, where the administration of water once in 1 day varied from others. Treatment with watering once in 2 days was not significantly different from once in 3 days. The once in 1 day watering had the highest total flavonoid at 227.94 mg g−1. Meanwhile, the once in 2 days and 3 days of treatments were not significantly different. The results showed that the higher the stress level given, the lower the total flavonoid in the plant. This occurred because drought stress had a detrimental effect on total flavonoids. The levels often increased in plants that experienced stress, but some studies found a decrease. Alizadeh Yeloojeh et al. [67] stated that total flavonoid content depended on the species, plant parts, and the level of drought.
The decrease in total flavonoids was also caused by the inactivation of enzymes involved in their biosynthesis. One of the enzymes with an important role was F3H [68], which reduced ROS levels in plants under stress. A previous study revealed that drought stress caused a decrease in F3H enzyme activity in Achillea pachycephala plants, leading to a decrease in total flavonoids [63]. Liu et al. [69] reported that different gene expression levels caused varying levels as a plant mechanism to survive in a stressed environment.
4 Conclusion
Bima, Trisula, and Sumenep cultivars with different WIs had significant impact on growth (proline) and quality (quercetin, rutin, and kaempferol) parameters of shallot. Furthermore, the interaction of Trisula and watering once in 1 day gave the best results on growth, yield, and metabolite responses. The best interval for Bima, Trisula, and Sumenep on growth and yield was once in 1 day, while once in 3 days treatment can increase proline content. WI of once in 1 day gave the best results for shoot/root ratio (3.35), tuber water content (66.54%), number of tubers (8.14), tuber weight (37.51 g), and total flavonoid (227.94 mg g−1).
Acknowledgements
The authors are grateful to Ine Elisa Putri, Yuda Hadiwijaya, and Yusuf Eka Maulana for the support and assistance provided during this study.
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Funding information: The authors state no funding involved.
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Author contributions: K.K.: conceptualization, funding acquisition, writing – original draft. G.P.M.: formal analysis, methodology, writing – review and editing. J.S.H.: methodology, writing – review and editing. All authors have read and agreed to the published version of the manuscript.
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Conflict of interest: The authors state no conflict of interest.
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Data availability statement: The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.
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- Weather index-based agricultural insurance for flower farmers: Willingness to pay, sales, and profitability perspectives
- Meta-analysis of dietary Bacillus spp. on serum biochemical and antioxidant status and egg quality of laying hens
- Biochemical characterization of trypsin from Indonesian skipjack tuna (Katsuwonus pelamis) viscera
- Determination of C-factor for conventional cultivation and soil conservation technique used in hop gardens
- Empowering farmers: Unveiling the economic impacts of contract farming on red chilli farmers’ income in Magelang District, Indonesia
- Evaluating salt tolerance in fodder crops: A field experiment in the dry land
- Labor productivity of lowland rice (Oryza sativa L.) farmers in Central Java Province, Indonesia
- Cropping systems and production assessment in southern Myanmar: Informing strategic interventions
- The effect of biostimulants and red mud on the growth and yield of shallots in post-unlicensed gold mining soil
- Effects of dietary Adansonia digitata L. (baobab) seed meal on growth performance and carcass characteristics of broiler chickens: A systematic review and meta-analysis
- Analysis and structural characterization of the vid-pisco market
- Pseudomonas fluorescens SP007s enhances defense responses against the soybean bacterial pustule caused by Xanthomonas axonopodis pv. glycines
- A brief investigation on the prospective of co-composted biochar as a fertilizer for Zucchini plants cultivated in arid sandy soil
- Supply chain efficiency of red chilies in the production center of Sleman Indonesia based on performance measurement system
- Investment development path for developed economies: Is agriculture different?
- Power relations among actors in laying hen business in Indonesia: A MACTOR analysis
- High-throughput digital imaging and detection of morpho-physiological traits in tomato plants under drought
- Converting compression ignition engine to dual-fuel (diesel + CNG) engine and experimentally investigating its performance and emissions
- Structuration, risk management, and institutional dynamics in resolving palm oil conflicts
- Spacing strategies for enhancing drought resilience and yield in maize agriculture
- Composition and quality of winter annual agrestal and ruderal herbages of two different land-use types
- Investigating Spodoptera spp. diversity, percentage of attack, and control strategies in the West Java, Indonesia, corn cultivation
- Yield stability of biofertilizer treatments to soybean in the rainy season based on the GGE biplot
- Evaluating agricultural yield and economic implications of varied irrigation depths on maize yield in semi-arid environments, at Birfarm, Upper Blue Nile, Ethiopia
- Chemometrics for mapping the spatial nitrate distribution on the leaf lamina of fenugreek grown under varying nitrogenous fertilizer doses
- Pomegranate peel ethanolic extract: A promising natural antioxidant, antimicrobial agent, and novel approach to mitigate rancidity in used edible oils
- Transformative learning and engagement with organic farming: Lessons learned from Indonesia
- Tourism in rural areas as a broader concept: Some insights from the Portuguese reality
- Assessment enhancing drought tolerance in henna (Lawsonia inermis L.) ecotypes through sodium nitroprusside foliar application
- Edible insects: A survey about perceptions regarding possible beneficial health effects and safety concerns among adult citizens from Portugal and Romania
- Phenological stages analysis in peach trees using electronic nose
- Harvest date and salicylic acid impact on peanut (Arachis hypogaea L.) properties under different humidity conditions
- Hibiscus sabdariffa L. petal biomass: A green source of nanoparticles of multifarious potential
- Use of different vegetation indices for the evaluation of the kinetics of the cherry tomato (Solanum lycopersicum var. cerasiforme) growth based on multispectral images by UAV
- First evidence of microplastic pollution in mangrove sediments and its ingestion by coral reef fish: Case study in Biawak Island, Indonesia
- Physical and textural properties and sensory acceptability of wheat bread partially incorporated with unripe non-commercial banana cultivars
- Cereibacter sphaeroides ST16 and ST26 were used to solubilize insoluble P forms to improve P uptake, growth, and yield of rice in acidic and extreme saline soil
- Avocado peel by-product in cattle diets and supplementation with oregano oil and effects on production, carcass, and meat quality
- Optimizing inorganic blended fertilizer application for the maximum grain yield and profitability of bread wheat and food barley in Dawuro Zone, Southwest Ethiopia
- The acceptance of social media as a channel of communication and livestock information for sheep farmers
- Adaptation of rice farmers to aging in Thailand
- Combined use of improved maize hybrids and nitrogen application increases grain yield of maize, under natural Striga hermonthica infestation
- From aquatic to terrestrial: An examination of plant diversity and ecological shifts
- Statistical modelling of a tractor tractive performance during ploughing operation on a tropical Alfisol
- Participation in artisanal diamond mining and food security: A case study of Kasai Oriental in DR Congo
- Assessment and multi-scenario simulation of ecosystem service values in Southwest China’s mountainous and hilly region
- Analysis of agricultural emissions and economic growth in Europe in search of ecological balance
- Bacillus thuringiensis strains with high insecticidal activity against insect larvae of the orders Coleoptera and Lepidoptera
- Technical efficiency of sugarcane farming in East Java, Indonesia: A bootstrap data envelopment analysis
- Comparison between mycobiota diversity and fungi and mycotoxin contamination of maize and wheat
- Evaluation of cultivation technology package and corn variety based on agronomy characters and leaf green indices
- Exploring the association between the consumption of beverages, fast foods, sweets, fats, and oils and the risk of gastric and pancreatic cancers: Findings from case–control study
- Phytochemical composition and insecticidal activity of Acokanthera oblongifolia (Hochst.) Benth & Hook.f. ex B.D.Jacks. extract on life span and biological aspects of Spodoptera littoralis (Biosd.)
- Land use management solutions in response to climate change: Case study in the central coastal areas of Vietnam
- Evaluation of coffee pulp as a feed ingredient for ruminants: A meta-analysis
- Interannual variations of normalized difference vegetation index and potential evapotranspiration and their relationship in the Baghdad area
- Harnessing synthetic microbial communities with nitrogen-fixing activity to promote rice growth
- Agronomic and economic benefits of rice–sweetpotato rotation in lowland rice cropping systems in Uganda
- Response of potato tuber as an effect of the N-fertilizer and paclobutrazol application in medium altitude
- Bridging the gap: The role of geographic proximity in enhancing seed sustainability in Bandung District
- Evaluation of Abrams curve in agricultural sector using the NARDL approach
- Challenges and opportunities for young farmers in the implementation of the Rural Development Program 2014–2020 of the Republic of Croatia
- Yield stability of ten common bean (Phaseolus vulgaris L.) genotypes at different sowing dates in Lubumbashi, South-East of DR Congo
- Effects of encapsulation and combining probiotics with different nitrate forms on methane emission and in vitro rumen fermentation characteristics
- Phytochemical analysis of Bienertia sinuspersici extract and its antioxidant and antimicrobial activities
- Evaluation of relative drought tolerance of grapevines by leaf fluorescence parameters
- Yield assessment of new streak-resistant topcross maize hybrids in Benin
- Improvement of cocoa powder properties through ultrasonic- and microwave-assisted alkalization
- Potential of ecoenzymes made from nutmeg (Myristica fragrans) leaf and pulp waste as bioinsecticides for Periplaneta americana
- Analysis of farm performance to realize the sustainability of organic cabbage vegetable farming in Getasan Semarang, Indonesia
- Revealing the influences of organic amendment-derived dissolved organic matter on growth and nutrient accumulation in lettuce seedlings (Lactuca sativa L.)
- Identification of viruses infecting sweetpotato (Ipomoea batatas Lam.) in Benin
- Assessing the soil physical and chemical properties of long-term pomelo orchard based on tree growth
- Investigating access and use of digital tools for agriculture among rural farmers: A case study of Nkomazi Municipality, South Africa
- Does sex influence the impact of dietary vitD3 and UVB light on performance parameters and welfare indicators of broilers?
- Design of intelligent sprayer control for an autonomous farming drone using a multiclass support vector machine
- Deciphering salt-responsive NB-ARC genes in rice transcriptomic data: A bioinformatics approach with gene expression validation
- Review Articles
- Impact of nematode infestation in livestock production and the role of natural feed additives – A review
- Role of dietary fats in reproductive, health, and nutritional benefits in farm animals: A review
- Climate change and adaptive strategies on viticulture (Vitis spp.)
- The false tiger of almond, Monosteira unicostata (Hemiptera: Tingidae): Biology, ecology, and control methods
- A systematic review on potential analogy of phytobiomass and soil carbon evaluation methods: Ethiopia insights
- A review of storage temperature and relative humidity effects on shelf life and quality of mango (Mangifera indica L.) fruit and implications for nutrition insecurity in Ethiopia
- Green extraction of nutmeg (Myristica fragrans) phytochemicals: Prospective strategies and roadblocks
- Potential influence of nitrogen fertilizer rates on yield and yield components of carrot (Dacus carota L.) in Ethiopia: Systematic review
- Corn silk: A promising source of antimicrobial compounds for health and wellness
- State and contours of research on roselle (Hibiscus sabdariffa L.) in Africa
- The potential of phosphorus-solubilizing purple nonsulfur bacteria in agriculture: Present and future perspectives
- Minor millets: Processing techniques and their nutritional and health benefits
- Meta-analysis of reproductive performance of improved dairy cattle under Ethiopian environmental conditions
- Review on enhancing the efficiency of fertilizer utilization: Strategies for optimal nutrient management
- The nutritional, phytochemical composition, and utilisation of different parts of maize: A comparative analysis
- Motivations for farmers’ participation in agri-environmental scheme in the EU, literature review
- Evolution of climate-smart agriculture research: A science mapping exploration and network analysis
- Short Communications
- Music enrichment improves the behavior and leukocyte profile of dairy cattle
- Effect of pruning height and organic fertilization on the morphological and productive characteristics of Moringa oleifera Lam. in the Peruvian dry tropics
- Corrigendum
- Corrigendum to “Bioinformatics investigation of the effect of volatile and non-volatile compounds of rhizobacteria in inhibiting late embryogenesis abundant protein that induces drought tolerance”
- Corrigendum to “Composition and quality of winter annual agrestal and ruderal herbages of two different land-use types”
- Special issue: Smart Agriculture System for Sustainable Development: Methods and Practices
- Construction of a sustainable model to predict the moisture content of porang powder (Amorphophallus oncophyllus) based on pointed-scan visible near-infrared spectroscopy
- FruitVision: A deep learning based automatic fruit grading system
- Energy harvesting and ANFIS modeling of a PVDF/GO-ZNO piezoelectric nanogenerator on a UAV
- Effects of stress hormones on digestibility and performance in cattle: A review
- Special Issue of The 4th International Conference on Food Science and Engineering (ICFSE) 2022 - Part II
- Assessment of omega-3 and omega-6 fatty acid profiles and ratio of omega-6/omega-3 of white eggs produced by laying hens fed diets enriched with omega-3 rich vegetable oil
- Special Issue on FCEM - International Web Conference on Food Choice & Eating Motivation - Part II
- Special Issue on FCEM – International Web Conference on Food Choice & Eating Motivation: Message from the editor
- Fruit and vegetable consumption: Study involving Portuguese and French consumers
- Knowledge about consumption of milk: Study involving consumers from two European Countries – France and Portugal
Articles in the same Issue
- Regular Articles
- Supplementation of P-solubilizing purple nonsulfur bacteria, Rhodopseudomonas palustris improved soil fertility, P nutrient, growth, and yield of Cucumis melo L.
- Yield gap variation in rice cultivation in Indonesia
- Effects of co-inoculation of indole-3-acetic acid- and ammonia-producing bacteria on plant growth and nutrition, soil elements, and the relationships of soil microbiomes with soil physicochemical parameters
- Impact of mulching and planting time on spring-wheat (Triticum aestivum) growth: A combined field experiment and empirical modeling approach
- Morphological diversity, correlation studies, and multiple-traits selection for yield and yield components of local cowpea varieties
- Participatory on-farm evaluation of new orange-fleshed sweetpotato varieties in Southern Ethiopia
- Yield performance and stability analysis of three cultivars of Gayo Arabica coffee across six different environments
- Biology of Spodoptera frugiperda (Lepidoptera: Noctuidae) on different types of plants feeds: Potency as a pest on various agricultural plants
- Antidiabetic activity of methanolic extract of Hibiscus sabdariffa Linn. fruit in alloxan-induced Swiss albino diabetic mice
- Bioinformatics investigation of the effect of volatile and non-volatile compounds of rhizobacteria in inhibiting late embryogenesis abundant protein that induces drought tolerance
- Nicotinamide as a biostimulant improves soybean growth and yield
- Farmer’s willingness to accept the sustainable zoning-based organic farming development plan: A lesson from Sleman District, Indonesia
- Uncovering hidden determinants of millennial farmers’ intentions in running conservation agriculture: An application of the Norm Activation Model
- Mediating role of leadership and group capital between human capital component and sustainability of horticultural agribusiness institutions in Indonesia
- Biochar technology to increase cassava crop productivity: A study of sustainable agriculture on degraded land
- Effect of struvite on the growth of green beans on Mars and Moon regolith simulants
- UrbanAgriKG: A knowledge graph on urban agriculture and its embeddings
- Provision of loans and credit by cocoa buyers under non-price competition: Cocoa beans market in Ghana
- Effectiveness of micro-dosing of lime on selected chemical properties of soil in Banja District, North West, Ethiopia
- Effect of weather, nitrogen fertilizer, and biostimulators on the root size and yield components of Hordeum vulgare
- Effects of selected biostimulants on qualitative and quantitative parameters of nine cultivars of the genus Capsicum spp.
- Growth, yield, and secondary metabolite responses of three shallot cultivars at different watering intervals
- Design of drainage channel for effective use of land on fully mechanized sugarcane plantations: A case study at Bone Sugarcane Plantation
- Technical feasibility and economic benefit of combined shallot seedlings techniques in Indonesia
- Control of Meloidogyne javanica in banana by endophytic bacteria
- Comparison of important quality components of red-flesh kiwifruit (Actinidia chinensis) in different locations
- Efficiency of rice farming in flood-prone areas of East Java, Indonesia
- Comparative analysis of alpine agritourism in Trentino, Tyrol, and South Tyrol: Regional variations and prospects
- Detection of Fusarium spp. infection in potato (Solanum tuberosum L.) during postharvest storage through visible–near-infrared and shortwave–near-infrared reflectance spectroscopy
- Forage yield, seed, and forage qualitative traits evaluation by determining the optimal forage harvesting stage in dual-purpose cultivation in safflower varieties (Carthamus tinctorius L.)
- The influence of tourism on the development of urban space: Comparison in Hanoi, Danang, and Ho Chi Minh City
- Optimum intra-row spacing and clove size for the economical production of garlic (Allium sativum L.) in Northwestern Highlands of Ethiopia
- The role of organic rice farm income on farmer household welfare: Evidence from Yogyakarta, Indonesia
- Exploring innovative food in a developing country: Edible insects as a sustainable option
- Genotype by environment interaction and performance stability of common bean (Phaseolus vulgaris L.) cultivars grown in Dawuro zone, Southwestern Ethiopia
- Factors influencing green, environmentally-friendly consumer behaviour
- Factors affecting coffee farmers’ access to financial institutions: The case of Bandung Regency, Indonesia
- Morphological and yield trait-based evaluation and selection of chili (Capsicum annuum L.) genotypes suitable for both summer and winter seasons
- Sustainability analysis and decision-making strategy for swamp buffalo (Bubalus bubalis carabauesis) conservation in Jambi Province, Indonesia
- Understanding factors affecting rice purchasing decisions in Indonesia: Does rice brand matter?
- An implementation of an extended theory of planned behavior to investigate consumer behavior on hygiene sanitation-certified livestock food products
- Information technology adoption in Indonesia’s small-scale dairy farms
- Draft genome of a biological control agent against Bipolaris sorokiniana, the causal phytopathogen of spot blotch in wheat (Triticum turgidum L. subsp. durum): Bacillus inaquosorum TSO22
- Assessment of the recurrent mutagenesis efficacy of sesame crosses followed by isolation and evaluation of promising genetic resources for use in future breeding programs
- Fostering cocoa industry resilience: A collaborative approach to managing farm gate price fluctuations in West Sulawesi, Indonesia
- Field investigation of component failures for selected farm machinery used in small rice farming operations
- Near-infrared technology in agriculture: Rapid, simultaneous, and non-destructive determination of inner quality parameters on intact coffee beans
- The synergistic application of sucrose and various LED light exposures to enhance the in vitro growth of Stevia rebaudiana (Bertoni)
- Weather index-based agricultural insurance for flower farmers: Willingness to pay, sales, and profitability perspectives
- Meta-analysis of dietary Bacillus spp. on serum biochemical and antioxidant status and egg quality of laying hens
- Biochemical characterization of trypsin from Indonesian skipjack tuna (Katsuwonus pelamis) viscera
- Determination of C-factor for conventional cultivation and soil conservation technique used in hop gardens
- Empowering farmers: Unveiling the economic impacts of contract farming on red chilli farmers’ income in Magelang District, Indonesia
- Evaluating salt tolerance in fodder crops: A field experiment in the dry land
- Labor productivity of lowland rice (Oryza sativa L.) farmers in Central Java Province, Indonesia
- Cropping systems and production assessment in southern Myanmar: Informing strategic interventions
- The effect of biostimulants and red mud on the growth and yield of shallots in post-unlicensed gold mining soil
- Effects of dietary Adansonia digitata L. (baobab) seed meal on growth performance and carcass characteristics of broiler chickens: A systematic review and meta-analysis
- Analysis and structural characterization of the vid-pisco market
- Pseudomonas fluorescens SP007s enhances defense responses against the soybean bacterial pustule caused by Xanthomonas axonopodis pv. glycines
- A brief investigation on the prospective of co-composted biochar as a fertilizer for Zucchini plants cultivated in arid sandy soil
- Supply chain efficiency of red chilies in the production center of Sleman Indonesia based on performance measurement system
- Investment development path for developed economies: Is agriculture different?
- Power relations among actors in laying hen business in Indonesia: A MACTOR analysis
- High-throughput digital imaging and detection of morpho-physiological traits in tomato plants under drought
- Converting compression ignition engine to dual-fuel (diesel + CNG) engine and experimentally investigating its performance and emissions
- Structuration, risk management, and institutional dynamics in resolving palm oil conflicts
- Spacing strategies for enhancing drought resilience and yield in maize agriculture
- Composition and quality of winter annual agrestal and ruderal herbages of two different land-use types
- Investigating Spodoptera spp. diversity, percentage of attack, and control strategies in the West Java, Indonesia, corn cultivation
- Yield stability of biofertilizer treatments to soybean in the rainy season based on the GGE biplot
- Evaluating agricultural yield and economic implications of varied irrigation depths on maize yield in semi-arid environments, at Birfarm, Upper Blue Nile, Ethiopia
- Chemometrics for mapping the spatial nitrate distribution on the leaf lamina of fenugreek grown under varying nitrogenous fertilizer doses
- Pomegranate peel ethanolic extract: A promising natural antioxidant, antimicrobial agent, and novel approach to mitigate rancidity in used edible oils
- Transformative learning and engagement with organic farming: Lessons learned from Indonesia
- Tourism in rural areas as a broader concept: Some insights from the Portuguese reality
- Assessment enhancing drought tolerance in henna (Lawsonia inermis L.) ecotypes through sodium nitroprusside foliar application
- Edible insects: A survey about perceptions regarding possible beneficial health effects and safety concerns among adult citizens from Portugal and Romania
- Phenological stages analysis in peach trees using electronic nose
- Harvest date and salicylic acid impact on peanut (Arachis hypogaea L.) properties under different humidity conditions
- Hibiscus sabdariffa L. petal biomass: A green source of nanoparticles of multifarious potential
- Use of different vegetation indices for the evaluation of the kinetics of the cherry tomato (Solanum lycopersicum var. cerasiforme) growth based on multispectral images by UAV
- First evidence of microplastic pollution in mangrove sediments and its ingestion by coral reef fish: Case study in Biawak Island, Indonesia
- Physical and textural properties and sensory acceptability of wheat bread partially incorporated with unripe non-commercial banana cultivars
- Cereibacter sphaeroides ST16 and ST26 were used to solubilize insoluble P forms to improve P uptake, growth, and yield of rice in acidic and extreme saline soil
- Avocado peel by-product in cattle diets and supplementation with oregano oil and effects on production, carcass, and meat quality
- Optimizing inorganic blended fertilizer application for the maximum grain yield and profitability of bread wheat and food barley in Dawuro Zone, Southwest Ethiopia
- The acceptance of social media as a channel of communication and livestock information for sheep farmers
- Adaptation of rice farmers to aging in Thailand
- Combined use of improved maize hybrids and nitrogen application increases grain yield of maize, under natural Striga hermonthica infestation
- From aquatic to terrestrial: An examination of plant diversity and ecological shifts
- Statistical modelling of a tractor tractive performance during ploughing operation on a tropical Alfisol
- Participation in artisanal diamond mining and food security: A case study of Kasai Oriental in DR Congo
- Assessment and multi-scenario simulation of ecosystem service values in Southwest China’s mountainous and hilly region
- Analysis of agricultural emissions and economic growth in Europe in search of ecological balance
- Bacillus thuringiensis strains with high insecticidal activity against insect larvae of the orders Coleoptera and Lepidoptera
- Technical efficiency of sugarcane farming in East Java, Indonesia: A bootstrap data envelopment analysis
- Comparison between mycobiota diversity and fungi and mycotoxin contamination of maize and wheat
- Evaluation of cultivation technology package and corn variety based on agronomy characters and leaf green indices
- Exploring the association between the consumption of beverages, fast foods, sweets, fats, and oils and the risk of gastric and pancreatic cancers: Findings from case–control study
- Phytochemical composition and insecticidal activity of Acokanthera oblongifolia (Hochst.) Benth & Hook.f. ex B.D.Jacks. extract on life span and biological aspects of Spodoptera littoralis (Biosd.)
- Land use management solutions in response to climate change: Case study in the central coastal areas of Vietnam
- Evaluation of coffee pulp as a feed ingredient for ruminants: A meta-analysis
- Interannual variations of normalized difference vegetation index and potential evapotranspiration and their relationship in the Baghdad area
- Harnessing synthetic microbial communities with nitrogen-fixing activity to promote rice growth
- Agronomic and economic benefits of rice–sweetpotato rotation in lowland rice cropping systems in Uganda
- Response of potato tuber as an effect of the N-fertilizer and paclobutrazol application in medium altitude
- Bridging the gap: The role of geographic proximity in enhancing seed sustainability in Bandung District
- Evaluation of Abrams curve in agricultural sector using the NARDL approach
- Challenges and opportunities for young farmers in the implementation of the Rural Development Program 2014–2020 of the Republic of Croatia
- Yield stability of ten common bean (Phaseolus vulgaris L.) genotypes at different sowing dates in Lubumbashi, South-East of DR Congo
- Effects of encapsulation and combining probiotics with different nitrate forms on methane emission and in vitro rumen fermentation characteristics
- Phytochemical analysis of Bienertia sinuspersici extract and its antioxidant and antimicrobial activities
- Evaluation of relative drought tolerance of grapevines by leaf fluorescence parameters
- Yield assessment of new streak-resistant topcross maize hybrids in Benin
- Improvement of cocoa powder properties through ultrasonic- and microwave-assisted alkalization
- Potential of ecoenzymes made from nutmeg (Myristica fragrans) leaf and pulp waste as bioinsecticides for Periplaneta americana
- Analysis of farm performance to realize the sustainability of organic cabbage vegetable farming in Getasan Semarang, Indonesia
- Revealing the influences of organic amendment-derived dissolved organic matter on growth and nutrient accumulation in lettuce seedlings (Lactuca sativa L.)
- Identification of viruses infecting sweetpotato (Ipomoea batatas Lam.) in Benin
- Assessing the soil physical and chemical properties of long-term pomelo orchard based on tree growth
- Investigating access and use of digital tools for agriculture among rural farmers: A case study of Nkomazi Municipality, South Africa
- Does sex influence the impact of dietary vitD3 and UVB light on performance parameters and welfare indicators of broilers?
- Design of intelligent sprayer control for an autonomous farming drone using a multiclass support vector machine
- Deciphering salt-responsive NB-ARC genes in rice transcriptomic data: A bioinformatics approach with gene expression validation
- Review Articles
- Impact of nematode infestation in livestock production and the role of natural feed additives – A review
- Role of dietary fats in reproductive, health, and nutritional benefits in farm animals: A review
- Climate change and adaptive strategies on viticulture (Vitis spp.)
- The false tiger of almond, Monosteira unicostata (Hemiptera: Tingidae): Biology, ecology, and control methods
- A systematic review on potential analogy of phytobiomass and soil carbon evaluation methods: Ethiopia insights
- A review of storage temperature and relative humidity effects on shelf life and quality of mango (Mangifera indica L.) fruit and implications for nutrition insecurity in Ethiopia
- Green extraction of nutmeg (Myristica fragrans) phytochemicals: Prospective strategies and roadblocks
- Potential influence of nitrogen fertilizer rates on yield and yield components of carrot (Dacus carota L.) in Ethiopia: Systematic review
- Corn silk: A promising source of antimicrobial compounds for health and wellness
- State and contours of research on roselle (Hibiscus sabdariffa L.) in Africa
- The potential of phosphorus-solubilizing purple nonsulfur bacteria in agriculture: Present and future perspectives
- Minor millets: Processing techniques and their nutritional and health benefits
- Meta-analysis of reproductive performance of improved dairy cattle under Ethiopian environmental conditions
- Review on enhancing the efficiency of fertilizer utilization: Strategies for optimal nutrient management
- The nutritional, phytochemical composition, and utilisation of different parts of maize: A comparative analysis
- Motivations for farmers’ participation in agri-environmental scheme in the EU, literature review
- Evolution of climate-smart agriculture research: A science mapping exploration and network analysis
- Short Communications
- Music enrichment improves the behavior and leukocyte profile of dairy cattle
- Effect of pruning height and organic fertilization on the morphological and productive characteristics of Moringa oleifera Lam. in the Peruvian dry tropics
- Corrigendum
- Corrigendum to “Bioinformatics investigation of the effect of volatile and non-volatile compounds of rhizobacteria in inhibiting late embryogenesis abundant protein that induces drought tolerance”
- Corrigendum to “Composition and quality of winter annual agrestal and ruderal herbages of two different land-use types”
- Special issue: Smart Agriculture System for Sustainable Development: Methods and Practices
- Construction of a sustainable model to predict the moisture content of porang powder (Amorphophallus oncophyllus) based on pointed-scan visible near-infrared spectroscopy
- FruitVision: A deep learning based automatic fruit grading system
- Energy harvesting and ANFIS modeling of a PVDF/GO-ZNO piezoelectric nanogenerator on a UAV
- Effects of stress hormones on digestibility and performance in cattle: A review
- Special Issue of The 4th International Conference on Food Science and Engineering (ICFSE) 2022 - Part II
- Assessment of omega-3 and omega-6 fatty acid profiles and ratio of omega-6/omega-3 of white eggs produced by laying hens fed diets enriched with omega-3 rich vegetable oil
- Special Issue on FCEM - International Web Conference on Food Choice & Eating Motivation - Part II
- Special Issue on FCEM – International Web Conference on Food Choice & Eating Motivation: Message from the editor
- Fruit and vegetable consumption: Study involving Portuguese and French consumers
- Knowledge about consumption of milk: Study involving consumers from two European Countries – France and Portugal