Optimizing Water, Temperature, and Density Conditions for In Vitro Pea (Pisum sativum L.) Germination
Open accessAbstract
This study aimed to determine the optimal water, temperature, and density conditions, alongside antifungal treatments, for pea (Pisum sativum L.) germination in a laboratory setting, with implications for research, breeding, and microgreen production. Germination and early seedling growth were assessed across various temperatures (5 °C to 40 °C), water levels (0–14 mL per Petri dish), seed densities (5, 7, 9, and 11 seeds per Petri dish), and antifungal treatments (Hypo and Bordeaux mixture). The results indicated that optimal germination occurred between 15 °C and 25 °C, with peak performance at 25 °C. Water levels between 7 and 11 mL per 9 cm diameter Petri dish supported robust root and shoot development, while minimal water levels initiated germination but did not sustain growth. Five seeds per Petri dish was optimal for healthy development, whereas higher densities led to increased competition and variable outcomes. Antifungal treatments showed slight improvements in germination and growth, though differences were not statistically significant compared to controls. The study’s novelty lies in its holistic approach to evaluating multiple factors affecting pea germination, offering practical guidelines for enhancing germination rates and seedling vigor. These findings support efficient and resilient crop production systems adaptable to varying environmental conditions, contributing to sustainable agriculture and food security. Future research should explore these factors in field settings and across different pea cultivars to validate and refine the recommendations.
AI snapshot
Written from the paper’s full text.
TL;DR
This laboratory study screened temperature, water volume, seed density, and antifungal treatments for pea (Pisum sativum L. 'Balltrap') germination and early seedling growth in Petri dishes. Optimal germination occurred at 20–30 °C (peak 25 °C) with 7–11 mL water per 9 cm dish and five seeds per dish, while antifungal treatments gave only non-significant improvements.
Key findings
- Temperature: germination was fastest and most uniform at 20–30 °C; at 25 °C MGT was 2.36 days and AUC 1213.48 with 100% germination, versus 77.77% germination at 5 °C (MGT 7.90 days) and only 2.22% at 40 °C (AUC 27.96). Kruskal-Wallis tests showed significant temperature effects on MGT (χ²(2) = 30.74, p < 0.001), Timson's index (χ²(2) = 35.17, p < 0.001), and synchronization index (χ²(2) = 28.55, p < 0.001).
- Water: no germination at 0 mL, 2.2% at 1 mL, rising to 93.3–100% between 8 and 14 mL; radicle length peaked near 10–12 mL (~14 cm), shoot length near 12 mL (~17 cm), and seedling length near 14 mL (~20 cm). Polynomial fits gave R² of 0.79, 0.92, and 0.88 for radicle, shoot, and seedling growth. The stated optimal range for dry mass and germination was 6.95–11.6 mL.
- Density: five seeds per 9 cm dish gave the highest aggregated germination value (0.960 ± 0.127) and the most normal seedlings (0.940 ± 0.190); 11 seeds gave the lowest aggregated value (0.652 ± 0.327) with more radicle-only seedlings (0.436 ± 0.443). ANOVA showed no significant differences across densities (all NS).
- Antifungal: Hypo gave the highest germination (100.0 ± 0.0) and seedling length (15.12 ± 2.37 cm) versus Bordeaux (97.78 ± 4.97%; 9.2 ± 2.86 cm) and control (93.33 ± 14.91%; 14.0 ± 7.95 cm), but all differences were non-significant. Bordeaux concentrations of 100–10,000 ppm significantly reduced radicle, shoot, and seedling lengths versus 1 ppm and control.
Methods
- Five in vitro sub-experiments with pea cultivar 'Balltrap' (TKW 515.5 g) in 9 cm Petri dishes on filter paper, run in 2023–2024 at the Hungarian University of Agriculture and Life Sciences using an ICO105 climate chamber.
- Germination test: 5–40 °C (8 temperatures), 9 seeds and 9 mL water per dish, 5 replications, 14 days, daily counts. Initial development test: 5–35 °C, measurements starting when ~80% of seedlings reached 0.5 cm plumule. Water experiment: 0–14 mL in 1 mL steps plus 19 TKW-based percentages (16.17–316.84%), 10-day incubation, dry weights after 65 °C oven drying. Density experiment: 5, 7, 9, and 11 seeds per dish with 9 mL water at 20 °C, 10 replications. Antifungal experiment: 3% Hypo and 1000 ppm Bordeaux sterilization, plus Bordeaux at 0–10,000 ppm in media, 10 replications at 20 °C.
- Germination indices (TMGR, t50, MGT, uniformity, AUC, Timson's GEI, synchronization index) computed via four-parameter hill function and standard formulas; ANOVA with Fisher's LSD where normal, Kruskal-Wallis with Bonferroni and Mann-Whitney U where not; analysis in SPSS V27, RStudio, and Python.
Limitations
- Stated by the authors: controlled laboratory conditions may not replicate field environments (soil moisture, light, microbial interactions); the study used a single cultivar ('Balltrap'), so results may vary with other cultivars; the authors call for field trials and multi-cultivar validation.
- Evident from the text: the density experiment's methods section lists densities of "five, seven, nine, ten, and eleven seeds" while the results report only 5, 7, 9, and 11, an internal inconsistency; several germination indices (e.g., t50 at 40 °C) were unavailable because germination stopped; the antifungal results rest on non-significant differences, so the reported advantages of Hypo are not statistically supported.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
7 of 12 cited sources checked · 3 supported · 0 flagged · accuracy not yet measured
- Premisecitation§ 3.3. Effect of Seed Density on Pea · p. 18
Higher seed densities can lead to increased competition for limited resources, resulting in reduced seedling growth and greater variability in germination outcomes.
“Some studies [32,33] have shown that higher seed densities can lead to increased competition for limited resources, resulting in reduced seedling growth and greater variability in germination outcomes.”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [32] Asik, 2020, Seeding Rate and Cultivar Impacts on Nutrient Uptake of Field Pea under Fertile Soil Condition, Chil. J. Agric. Res. source
The Introduction states that competition for water, light, and nutrients increases with planting density and that plant growth tends to decrease. The Results and Discussion also report reduced shoot and branch numbers at higher seeding rates. The paper does not establish reduced seedling growth specifically or greater variability in germination outcomes; a search for germination, seedling emergence, and variability found no supporting passage. (LLM, conf=0.88)
Experimental — accuracy not yet measured - cites [33] Prusiński, J., and Borowska, M. (2022). Effect of Planting Density and Row Spacing on the Yielding and Morphological Features of Pea (Pisum sativum L.). Agronomy, 12. source
Section 3.1 (page unavailable) reports that higher pea planting density is associated with lower plant branching, and Section 3.3 reports fewer pods and less seed weight per pod at higher densities. These findings partly support an adverse effect of density, but the paper does not establish competition for limited resources as the cause or report reduced seedling growth or greater variability in germination outcomes. (LLM, conf=0.82)
Experimental — accuracy not yet measured
- Premisecitation§ 3.1. Germination Experiment · p. 17
Temperature is important in determining the duration and success of germination.
“Some studies [28-30] have similarly highlighted the importance of temperature in determining the duration and success of germination.”
Quote in the paperSubstantial claim1 of 3 sources checked- cites [28] Maleki, 2024, The Seed Germination Spectrum of 486 Plant Species: A Global Meta-Regression and Phylogenetic Pattern in Relation to Temperature and Water Potential, Agric. For. Meteorol. source
- cites [29] Seefeldt, 2002, Base Growth Temperatures, Germination Rates and Growth Response of Contemporary Spring Wheat (Triticum aestivum L.) Cultivars from the US Pacific Northwest, Field Crops Res. source
- cites [30] Boyce, 1966, Heat and Moisture Transfer in Ventilated Grain, J. Agric. Eng. Res. source
- Findingown data§ 2.2. Initial Development Test · p. 9
At 5°C, the mean shoot length was 0.18 ± 0.49 cm.
“At 5 ◦ C, the mean shoot length was 0.18 ± 0.49 cm (min: 0.0 cm, max: 3.22 cm)”
Quote in the paperNot a substantial claim - Findingown data§ 2.5. Antifungal Experiment · p. 15
Overall seedling length was significantly greater in the Hypo treatment (15.12 ± 2.37 cm) than in the Bordeaux solution (9.2 ± 2.86 cm) and the control (14.0 ± 7.95 cm).
“The overall seedling length was significantly greater in the Hypo treatment (15.12 ± 2.37 cm) compared to the Bordeaux solution (9.2 ± 2.86 cm) and control (14.0 ± 7.95 cm).”
Quote in the paperNot a substantial claim - Findingown data§ 2.5. Antifungal Experiment · p. 15
Radicle length was greatest in the Hypo treatment (9.88 ± 1.02 cm), compared with the Bordeaux solution (5.97 ± 1.29 cm) and the control (9.11 ± 5.27 cm).
“The radicle length was also greatest in the Hypo treatment (9.88 ± 1.02 cm), indicating a significant positive effect on root growth compared to the Bordeaux solution (5.97 ± 1.29 cm) and control (9.11 ± 5.27 cm).”
Quote in the paperNot a substantial claim
- Findingown data§ 2.4. Density Experiment · p. 15
Analysis of variance revealed no significant differences in germination percentages across seed densities of five, seven, nine, and eleven seeds per Petri dish.
“The statistical analysis of variance revealed no significant differences in the germination percentages across the different seed densities (Table 5).”
Quote in the paperSubstantial claim - Findingown data§ 2.2. Initial Development Test · p. 9
Seedling lengths at 30 °C differed significantly from those at all other temperatures except 20 °C (p = 0.333).
“30 ◦ C exhibited significant differences from all other temperatures except 20 ◦ C ( p = 0.333).”
Quote in the paperNot a substantial claim - Findingown data§ 2.2. Initial Development Test · p. 8
At 5°C, the mean radicle length was 2.40 ± 1.18 cm.
“Specifically, the radicle length at 5 ◦ C was 2.40 ± 1.18 cm (min: 0.0 cm, max: 5.94 cm)”
Quote in the paperSubstantial claim - Findingown data§ 2.3. Water Amount Experiment · p. 11
Seedling dry weight increased with increasing TKW percentages.
“This trend suggested that seedling dry weight increased with increasing TKW percentages, similar to the pattern observed for shoot dry weight.”
Quote in the paperNot a substantial claim - Findingown data§ Optimizing Water, Temperature, and Density Conditions for In Vitro Pea ( Pisum sativum L.) Germination · p. 1
Water levels between 7 and 11 mL per 9 cm diameter Petri dish supported robust root and shoot development.
“Water levels between 7 and 11 mL per 9 cm diameter Petri dish supported robust root and shoot development”
Quote in the paperSubstantial claim - Findingown data§ 2.3. Water Amount Experiment · p. 11
Shoot dry weight increased with increasing TKW percentages.
“These data demonstrated that shoot dry weight increased with increasing TKW percentages, indicating a positive relationship between the two variables.”
Quote in the paperSubstantial claim - Findingown data§ 2.3. Water Amount Experiment · p. 11
Shoot dry weight showed a stronger correlation with TKW-corrected water amount (R2 = 0.43).
“The shoot dry weight exhibited a stronger correlation with TKW-corrected water amount, with an R 2 value of 0.43.”
Quote in the paperNot a substantial claim - Findingown data§ 2.1. Germination Test · p. 5
At 35°C, germination showed further signs of thermal stress with a 95.5% successful germination rate.
“At 35 ◦ C, germination showed further signs of thermal stress with a 95.5% successful germination rate.”
Quote in the paperNot a substantial claim - Findingown data§ 3.1. Germination Experiment · p. 16
Temperatures below 15 °C and above 35 °C significantly hindered germination rates and uniformity.
“Temperatures below 15 ◦ C and above 35 ◦ C significantly hindered germination rates and uniformity.”
Quote in the paperSubstantial claim - Findingnone given§ 2.1. Germination Test · p. 3
At 10°C, the germination rate was 100%.
“The AUC was 992.96, suggesting a better overall germination performance than at 5 ◦ C with a 100% germination rate.”
Quote in the paperNot a substantial claim - Findingown data§ Optimizing Water, Temperature, and Density Conditions for In Vitro Pea ( Pisum sativum L.) Germination · p. 1
Higher seed densities led to increased competition and variable outcomes.
“whereas higher densities led to increased competition and variable outcomes.”
Quote in the paperSubstantial claim - Findingown data§ 2.2. Initial Development Test · p. 9
Seedling lengths at 10 °C differed significantly from those at all other temperatures except 15 °C (p = 0.886) and 20 °C (p = 0.333).
“Significant differences were also observed between 10 ◦ C and all other temperatures except for 15 ◦ C ( p = 0.886) and 20 ◦ C ( p = 0.333).”
Quote in the paperSubstantial claim - Findingown data§ 2.3. Water Amount Experiment · p. 11
Seedling dry weight showed a moderate correlation with TKW-corrected water amount (R2 = 0.31).
“Seedling dry weight also showed a moderate correlation with TKW-corrected water amount, with an R 2 value of 0.31.”
Quote in the paperNot a substantial claim - Findingown data§ 2.2. Initial Development Test · p. 8
Shoots only exhibit marginal growth at 30°C.
“but the shoots only exhibit marginal growth at this temperature.”
Quote in the paperSubstantial claim - Findingown data§ 2.1. Germination Test · p. 3
At 5°C, the germination rate was 77.77%.
“The TMGR was 7.11 days, reflecting the extended period required for seeds to reach maximum germination rates at 77.77%.”
Quote in the paperSubstantial claim - Findingown data§ 2.1. Germination Test · p. 6
Temperature significantly affects the germination characteristics of pea seeds.
“Our results indicate that temperature significantly affects the germination characteristics of pea seeds.”
- Also stated in: § 2.1. Germination Test · p. 7 · plain
“Our germination experiment results show that temperature significantly impacts the germination characteristics of pea seeds.”
Quote in the paperSubstantial claim - Also stated in: § 2.1. Germination Test · p. 7 · plain
- Findingown data§ 2.2. Initial Development Test · p. 8
Radicle growth significantly decreases at 5°C and 30°C.
“but growth significantly decreases at 5 ◦ C and 30 ◦ C.”
Quote in the paperSubstantial claim - Findingown data§ 3.1. Germination Experiment · p. 16
At 40 °C, the germination rate was only 2.22%.
“Conversely, at 40 ◦ C, the germination rate was only 2.22%, reflecting severe thermal stress.”
Quote in the paperSubstantial claim - Findingown data§ 2.2. Initial Development Test · p. 9
At 5°C, the mean seedling length was 2.58 ± 1.41 cm.
“At lower temperatures of 5 °C, the mean seedling length was only 2.58 ± 1.41 cm (min: 0.0 cm, max: 5.94 cm)”
Quote in the paperSubstantial claim - Findingown data§ 2.3. Water Amount Experiment · p. 11
Radicle length increased significantly with water level, peaking around 10-12 mL at approximately 14 cm (13.8 ± 1.0 cm at 10 mL, 14.0 ± 1.0 cm at 12 mL).
“Radicle growth increased significantly with water levels, peaking around 10 mL to 12 mL at approximately 14 cm (13.8 ± 1.0 cm at 10 mL, 14.0 ± 1.0 cm at 12 mL).”
Quote in the paperSubstantial claim - Findingown data§ 2.2. Initial Development Test · p. 9
Seedling lengths of pea at 5 °C differed significantly from those at all other temperatures tested (p < 0.05).
“seedling lengths at 5 ◦ C were significantly different from those at all other temperatures ( p < 0.05)”
Quote in the paperSubstantial claim - Findingown data§ 2.1. Germination Test · p. 6
The Timson Index peaked at 25°C with a mean ± std. dev of 1180 ± 60.
“It showed the highest values between 15 ◦ C and 35 ◦ C, peaking at 25 ◦ C with a mean ± std. dev of 1180 ± 60.”
Quote in the paperSubstantial claim - Findingown data§ 2.2. Initial Development Test · p. 9
At 30°C, the mean shoot length was 1.51 ± 1.51 cm.
“while at 30 ◦ C, it was 1.51 ± 1.51 cm (min: 0.0 cm, max: 4.78 cm).”
Quote in the paperSubstantial claim - Findingown data§ 2.1. Germination Test · p. 3
At 25°C, the germination rate was 100%.
“The AUC was 1213.48, indicating excellent germination performance similar to 20 ◦ C with a 100% germination rate.”
Quote in the paperNot a substantial claim - Findingown data§ 2.5. Antifungal Experiment · p. 15
Differences between the priming treatments (Bordeaux mixture, Hypo, control) were not statistically significant for all measured parameters.
“The LSD values indicated that differences between treatments were not statistically significant (NS) for all measured parameters, suggesting variability within treatments (Table 6).”
Quote in the paperNot a substantial claim - Findingown data§ 2.2. Initial Development Test · p. 8
At 40°C, none of the seeds germinated.
“and at 40 ◦ C, none of the seeds germinated; thus, we did not show both of them on the next graphs.”
Quote in the paperNot a substantial claim - Findingown data§ 2.1. Germination Test · p. 3
At 15°C, the germination rate was 97.78%.
“The MGT was 3.33 days, and the uniformity (U) was 3.57 days, indicating a more synchronized germination process with a 97.78% germination rate.”
Quote in the paperNot a substantial claim - Findingown data§ 2.3. Water Amount Experiment · p. 11
Water levels of 8 mL and above resulted in significantly higher radicle lengths than lower water levels (p < 0.05).
“Tukey's test indicated that water levels of 8 mL and above resulted in significantly higher radicle lengths compared to lower water levels ( p < 0.05).”
Quote in the paperSubstantial claim - Findingown data§ 2.1. Germination Test · p. 3
At 20°C, the germination rate was 97.8%.
“At 20 ◦ C, germination started to be optimal with a germination rate of 97.8%.”
Quote in the paperSubstantial claim - Findingown data§ 2.2. Initial Development Test · p. 8
At 30°C, the mean radicle length was 3.37 ± 2.27 cm.
“and at 30 ◦ C, it was 3.37 ± 2.27 cm (min: 0.0 cm, max: 8.33 cm).”
Quote in the paperSubstantial claim - Findingown data§ 2.2. Initial Development Test · p. 8
At 30°C, the seedlings did not grow more than 3 cm.
“At 30 ◦ C, the seedlings did not grow more than 3 cm.”
Quote in the paperSubstantial claim - Findingown data§ Optimizing Water, Temperature, and Density Conditions for In Vitro Pea ( Pisum sativum L.) Germination · p. 1
Five seeds per Petri dish was optimal for healthy development.
“Five seeds per Petri dish was optimal for healthy development”
Quote in the paperSubstantial claim - Findingown data§ 2.3. Water Amount Experiment · p. 11
Total dry weight showed a moderate correlation with TKW-corrected water amount (R2 = 0.30).
“The total dry weight, which combines the dry weights of radicles, shoots, and seedlings, showed an R 2 value of 0.30, indicating a moderate correlation with TKWcorrected water amount.”
Quote in the paperSubstantial claim - Findingown data§ 2.1. Germination Test · p. 6
At 40°C, germination performance dropped significantly with a germination rate of 2.22%.
“At 40 ◦ C, germination performance dropped significantly with a germination rate of 2.22%.”
Quote in the paperSubstantial claim - Findingown data§ 3.1. Germination Experiment · p. 16
Extreme temperatures of 5 °C and 40 °C resulted in poor germination performance characterized by longer mean germination times, lower germination energy indices, and higher variability.
“In contrast, extreme temperatures of 5 ◦ C and 40 ◦ C resulted in poor germination performance characterized by longer MGTs, lower GEIs, and higher variability”
Quote in the paperSubstantial claim - Findingown data§ 5. Conclusions · p. 22
The study also found that seed density significantly affects germination outcomes.
“The study also found that seed density significantly affects germination outcomes.”
Quote in the paperSubstantial claim - Findingown data§ 5. Conclusions · p. 22
Excessive water beyond 14 mL negatively impacted seedling development.
“while excessive water beyond 14 mL negatively impacted seedling development.”
Quote in the paperSubstantial claim - Findingown data§ 5. Conclusions · p. 22
Higher concentrations of antifungal agents did not yield significant benefits.
“and higher concentrations of antifungal agents did not yield significant benefits.”
Quote in the paperSubstantial claim - Findingown data§ 5. Conclusions · p. 22
For the pea variety 'Balltrap', the optimal germination occurred within a temperature range of 15°C to 25°C.
“For the pea variety 'Balltrap', the optimal germination occurred within a temperature range of 15 ◦ C to 25 ◦ C.”
Quote in the paperSubstantial claim - Findingown data§ 3.3. Effect of Seed Density on Pea · p. 18
Higher densities, particularly 11 seeds per dish, showed greater variability in germination outcomes, including a higher incidence of radicle-only seedlings and short seedlings.
“Higher densities, particularly 11 seeds per dish, showed greater variability in germination outcomes, including a higher incidence of radicle-only seedlings and short seedlings.”
Quote in the paperSubstantial claim - Findingown data§ 3.2. Initial Development Test · p. 17
At 5°C, seedlings only reached a mean length of 0.56 cm by the end of the experiment.
“at 5 ◦ C, seedlings only reached a mean length of 0.56 cm by the end of the experiment”
Quote in the paperSubstantial claim - Findingreasoning§ 3.3. Effect of Seed Density on Pea · p. 18
The quality and uniformity of seedlings were noticeably better at lower densities.
“however, the quality and uniformity of seedlings were noticeably better at lower densities.”
Quote in the paperSubstantial claim - Findingown data§ 3.2. Initial Development Test · p. 17
Even minimal water amounts, such as 2 mL, supported germination.
“Even minimal water amounts, such as 2 mL, supported germination.”
Quote in the paperNot a substantial claim - Findingown data§ 3.3. Effect of Seed Density on Pea · p. 18
No significant differences in germination percentages across different seed densities.
“The statistical analysis of variance revealed no significant differences in the germination percentages across different seed densities”
Quote in the paperNot a substantial claim - Findingown data§ 5. Conclusions · p. 22
Antifungal treatments like Hypo and Bordeaux mixture provided slight improvements in germination and early seedling growth.
“Regarding antifungal treatments, the study found that treatments like the Hypo and Bordeaux mixture provided slight improvements in germination and early seedling growth.”
Quote in the paperNot a substantial claim - Findingown data§ 5. Conclusions · p. 22
Minimal water levels such as 2 mL could not sustain further growth.
“Minimal water levels, such as 2 mL, were enough to initiate germination but could not sustain further growth”
Quote in the paperSubstantial claim - Findingown data§ 3.4. Effect of Antifungal Treatment on Pea Seeds · p. 18
The results indicated no significant differences among the antifungal treatments in terms of germination percentage, radicle length, shoot length, and overall seedling length.
“The results indicated no significant differences among the treatments in terms of germination percentage, radicle length, shoot length, and overall seedling length.”
- Also stated in: § 5. Conclusions · p. 22 · plain
“However, these improvements were not statistically significant compared to the control, and higher concentrations of antifungal agents did not yield significant benefits.”
Quote in the paperSubstantial claim - Also stated in: § 5. Conclusions · p. 22 · plain
- Findingown data§ 3.2. Initial Development Test · p. 17
Both dry weight and TKW measurements consistently indicated an optimal water potential range of 7-11 milliliters for optimal pea growth.
“Both dry weight and TKW measurements consistently indicated an optimal water potential range of 7-11 milliliters for optimal pea growth.”
- Also stated in: § 5. Conclusions · p. 22 · plain
“Specifically, water amounts ranging from 7 to 11 mL consistently supported strong root and shoot growth.”
Quote in the paperSubstantial claim - Also stated in: § 5. Conclusions · p. 22 · plain
- Findingown data§ 3.2. Initial Development Test · p. 17
Temperatures between 15°C and 25°C were optimal for seedling growth, as evidenced by the longest radicle and shoot lengths.
“temperatures between 15 ◦ C and 25 ◦ C were optimal for seedling growth, as evidenced by the longest radicle and shoot lengths.”
Quote in the paperSubstantial claim - Findingown data§ 3.2. Initial Development Test · p. 17
At temperatures outside 15-25°C, particularly at 5°C and 35°C, seedling development was significantly reduced.
“At temperatures outside this range, particularly at 5 ◦ C and 35 ◦ C, seedling development was significantly reduced.”
Quote in the paperSubstantial claim - Findingown data§ 3.2. Initial Development Test · p. 17
At 35°C, seedling growth was almost negligible.
“at 35 ◦ C, seedling growth was almost negligible.”
Quote in the paperSubstantial claim - Findingown data§ 3.2. Initial Development Test · p. 17
The optimal water range in a Petri dish with 9 cm diameter for achieving maximum seedling length was between 8 and 14 milliliters.
“The optimal water range in a Petri dish with 9 cm of diameter for achieving maximum seedling length was found to be between 8 and 14 milliliters.”
- Also stated in: § 5. Conclusions · p. 22 · plain
“Water levels between 8 and 14 mL per Petri dish were found to be ideal for promoting germination and seedling development.”
Quote in the paperSubstantial claim - Also stated in: § 5. Conclusions · p. 22 · plain
- Interpretationown data§ 2.2. Initial Development Test · p. 8
The most efficient germination occurred at temperatures of 15°C, 20°C, and 25°C.
“According to the results, the most efficient germination occurred at temperatures of 15 ◦ C, 20 ◦ C, and 25 ◦ C (Figure 3).”
Quote in the paperSubstantial claim - Interpretationown data§ 2.3. Water Amount Experiment · p. 11
The optimal water range for achieving the highest dry mass and germination percentage is between 6.95 mL and 11.6 mL.
“However, the optimal range for achieving the highest dry mass and germination percentage is between 6.95 mL and 11.6 mL.”
Quote in the paperSubstantial claim - Interpretationown data§ 2.2. Initial Development Test · p. 9
Seedlings exhibited the most significant growth at 15°C, 20°C, and 25°C.
“As shown in the analysis, seedlings exhibited the most significant growth at 15 °C, 20 °C, and 25 °C.”
Quote in the paperSubstantial claim - Interpretationown data§ 2.3. Water Amount Experiment · p. 12
Applying water as a multiple of the thousand-kernel weight significantly influences the dry weights of radicles, shoots, seedlings, and total dry weight.
“In summary, this analysis indicates that applying water as a multiple of the TKW significantly influences the dry weights of radicles, shoots, seedlings, and the total dry weight.”
Quote in the paperSubstantial claim - Interpretationown data§ 2.2. Initial Development Test · p. 10
The most effective germination and growth of pea seedlings occurred at 15 °C, 20 °C, and 25 °C.
“the most effective germination and growth of pea seedlings occurred at temperatures of 15 ◦ C, 20 ◦ C, and 25 ◦ C based on their higher mean seedling lengths and the lack of significant differences among them”
Quote in the paperSubstantial claim - Interpretationown data§ 2.2. Initial Development Test · p. 9
Shoot lengths showed optimal growth at 15°C, 20°C, and 25°C.
“The shoot lengths also showed optimal growth at 15 ◦ C, 20 ◦ C, and 25 ◦ C”
Quote in the paperSubstantial claim - Interpretationown data§ 2.3. Water Amount Experiment · p. 13
Higher TKW percentages generally correspond to increased dry weights.
“Higher TKW percentages generally correspond to increased dry weights, emphasizing the critical role of water management in optimizing TKW and enhancing the overall growth and yield of pea plants.”
Quote in the paperSubstantial claim - Interpretationown data§ 2.1. Germination Test · p. 6
Extreme temperatures (5°C and 40°C) result in delayed, less vigorous, and highly variable germination.
“In contrast, extreme temperatures (5 ◦ C and 40 ◦ C) result in delayed, less vigorous, and highly variable germination.”
Quote in the paperSubstantial claim - Interpretationown data§ 2.2. Initial Development Test · p. 8
Optimal radicle growth occurred at 15°C, 20°C, and 25°C.
“The radicle length, averaged over all measurements and temperatures, demonstrates that optimal growth occurred at 15 ◦ C, 20 ◦ C, and 25 ◦ C.”
Quote in the paperSubstantial claim - Interpretationown data§ 3.4. Effect of Antifungal Treatment on Pea Seeds · p. 18
The antifungal treatments applied did not significantly alter the germination outcomes.
“This indicates that the antifungal treatments applied did not significantly alter the germination outcomes.”
Quote in the paperNot a substantial claim - Interpretationown data§ 3.2. Initial Development Test · p. 17
The initial development of pea seedlings is highly temperature-dependent, with the optimal range being 15-25°C.
“The data suggest that the initial development of pea seedlings is highly temperature-dependent, with the optimal range being 15-25 ◦ C.”
Quote in the paperSubstantial claim - Interpretationreasoning§ 2.4. Density Experiment · p. 15
Increased competition for resources may influence the uniformity of seed germination and seedling development at higher seed densities.
“suggesting that increased competition for resources may influence the uniformity of seed germination and seedling development”
Quote in the paperSubstantial claim - Interpretationown data§ 3.4. Effect of Antifungal Treatment on Pea Seeds · p. 18
Under optimal germination conditions, the benefits of antifungal treatments may be limited.
“These findings suggest that under optimal germination conditions, the benefits of antifungal treatments may be limited.”
Quote in the paperSubstantial claim - Interpretationown data§ 3.1. Germination Experiment · p. 16
Temperature is a critical factor in pea seed germination.
“The data clearly show that temperature is a critical factor in pea seed germination.”
Quote in the paperSubstantial claim
- Classified as probably not a substantial claim. 8
- May combine two claims. 41
- The quote only partly states this claim. 2
Classified as probably not a substantial claim.
Premisecitation§ 3.2. Initial Development Test · p. 17Optimal temperature conditions are critical for the metabolic processes involved in seedling growth.
“Some studies [3,15] have shown that optimal temperature conditions are critical for the metabolic processes involved in seedling growth.”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [3] Dahl, 2012, Review of the Health Benefits of Peas (Pisum sativum L.), Br. J. Nutr. source
The Protein section says environmental conditions may influence protein concentration in pea seeds, but it does not address optimal temperature or metabolic processes during seedling growth. Searches for those terms and for temperature, germination, and seedling growth found no supporting passage in our copy; page numbers were not available. (LLM, conf=0.76)
Experimental — accuracy not yet measured - cites [15] Duchoslav, 2019, Variation in Wild Pea ( Pisum sativum subsp. elatius) Seed Dormancy and Its Relationship to the Environment and Seed Coat Traits, PeerJ source
The Discussion (page unavailable) says temperature is a critical factor regulating seed dormancy and germination, and the Results report different germination responses under two temperature regimes. The paper does not establish an optimal temperature for metabolic processes involved in seedling growth; it studies seed germination rather than seedling growth. (LLM, conf=0.82)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ 3.4. Effect of Antifungal Treatment on Pea Seeds · p. 18Antifungal treatments can influence seedling growth by mitigating fungal infections that impede seed germination.
“Previous research like [25,34] has demonstrated that antifungal treatments can influence seedling growth by mitigating fungal infections that impede seed germination.”
Quote in the paperNot a substantial claim2 of 2 sources checked- cites [25] Tarnawa, Á., Kende, Z., Haj Sghaier, A., Kovács, P., Gyuricza, C., and Khaeim, H. (2023). Effect of Abiotic Stresses from Drought, Temperature, and Density on Germination and Seedling Growth of Barley (Hordeum vulgare L.). Plants, 12. source
- cites [34] Wulff, 2012, Yucca schidigera Extract: A Potential Biofungicide against Seedborne Pathogens of Sorghum, Plant Pathol. source
May combine two claims.
Findingown data§ Optimizing Water, Temperature, and Density Conditions for In Vitro Pea ( Pisum sativum L.) Germination · p. 1Minimal water levels initiated germination but did not sustain growth.
“while minimal water levels initiated germination but did not sustain growth.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown data§ 2.5. Antifungal Experiment · p. 15Germination percentage was similar across the 1 ppm, 10 ppm, 100 ppm, and 1000 ppm Bordeaux treatments (95.56 ± 9.94 to 100.0 ± 0.0) and slightly lower at 10,000 ppm (84.45 ± 14.91).
“with the 1 ppm, 10 ppm, 100 ppm, and 1000 ppm treatments showing similar germination rates (95.56 ± 9.94 to 100.0 ± 0.0), and slightly lower in the 10,000 ppm treatment (84.45 ± 14.91 cm)”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown data§ 2.3. Water Amount Experiment · p. 11Polynomial regression of growth against water level gave R2 values of 0.79, 0.92, and 0.88 for radicle, shoot, and seedling growth, and R2 values of 0.35, 0.66, and 0.57 for their respective dry weights.
“The polynomial regression trends indicate strong fits with R 2 values of 0.79, 0.92, and 0.88 for radicle, shoot, and seedling growth, respectively, and R 2 values of 0.35, 0.66, and 0.57 for their respective dry weights”
Quote in the paperSubstantial claimThe quote only partly states this claim.
Findingown data§ 2.3. Water Amount Experiment · p. 11Radicle dry weight showed a weak correlation with TKW-corrected water amount (R2 = 0.12).
“Radicle dry weight showed a relatively weak correlation with TKW, with an R 2 value of 0.12.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown data§ 2.5. Antifungal Experiment · p. 16There were significant differences among Bordeaux concentration treatments for radicle length, shoot length, and seedling length, but not for germination percentage.
“The LSD values indicated significant differences among treatments for radicle length, shoot length, and seedling length but not for germination percentage (NS) (Table 7).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown data§ 2.3. Water Amount Experiment · p. 11Seedling dry weight peaked between 8 mL and 10 mL at about 0.2 g (0.20 ± 0.02 g), with significant differences from 8 mL upwards.
“Seedling dry weight peaked between 8 mL and 10 mL at about 0.2 g (0.20 ± 0.02 g), with significant differences observed from 8 mL upwards.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown data§ 3.1. Germination Experiment · p. 16At 25 °C, the mean germination time was 2.36 days and the Timsons' Germination Energy Index peaked at 1213.48.
“For instance, at 25 ◦ C, the MGT was just 2.36 days, and the GEI peaked at 1213.48, indicating vigorous germination.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown data§ 2.2. Initial Development Test · p. 8At 35°C, the seeds germinated but did not grow the radicle over the 0.5 cm limit.
“At 35 ◦ C, however, the seeds germinated but did not grow the radicle over the 0.5 cm limit”
Quote in the paperSubstantial claimMay combine two claims.
Findingown data§ 2.5. Antifungal Experiment · p. 16Shoot length was highest at 1 ppm (7.49 ± 2.23 cm) and in the control (4.89 ± 2.83 cm) and lowest at 100 ppm and 1000 ppm (1.02 ± 1.33 cm and 0.92 ± 1.23 cm, respectively).
“The shoot length followed a similar trend, being highest in the 1 ppm treatment (7.49 ± 2.23 cm) and control (4.89 ± 2.83 cm) and lowest in the 100 ppm and 1000 ppm treatments (1.02 ± 1.33 cm and 0.92 ± 1.23 cm, respectively).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown data§ 2.3. Water Amount Experiment · p. 11Germination rate depended on water level: no germination at 0 mL, 2.2% at 1 mL, and rates of 93.3% to 100% between 8 mL and 14 mL.
“The germination rate showed a marked dependence on water levels, with no germination at 0 mL, a 2.2% germination rate at 1 mL, and significant increases observed between 8 mL and 14 mL, where rates ranged from 93.3% to 100%”
Quote in the paperSubstantial claimMay combine two claims.
Findingown data§ 3.1. Germination Experiment · p. 16Seeds germinated most rapidly and uniformly within the 20-30 °C range, where mean germination time was shortest and the Timsons' Germination Energy Index was highest.
“Seeds germinated most rapidly and uniformly within the 20-30 ◦ C range, where the mean germination time (MGT) was the shortest, and the Timsons' Germination Energy Index (GEI) was the highest.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown data§ 2.5. Antifungal Experiment · p. 15Shoot length was highest in the Hypo treatment (5.24 ± 1.51 cm), followed by the control (4.89 ± 2.83 cm) and the Bordeaux solution (3.24 ± 1.86 cm).
“The shoot length was the highest in the Hypo treatment (5.24 ± 1.51 cm), followed by the control (4.89 ± 2.83 cm) and Bordeaux solution (3.24 ± 1.86 cm).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown data§ 2.3. Water Amount Experiment · p. 11Shoot length peaked around 12 mL at about 17 cm (17.1 ± 0.8 cm at 12 mL), with significant increases from 6 mL upwards.
“Similarly, shoot length peaked around 12 mL at about 17 cm (17.1 ± 0.8 cm at 12 mL), with significant increases noted from 6 mL upwards.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown data§ 3.1. Germination Experiment · p. 16At 5 °C, germination was notably slow, with a maximum germination rate of 77.77% reached after 7.11 days.
“At 5 ◦ C, the germination process was notably slow, with a maximum germination rate of 77.77% reached after 7.11 days.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown data§ 2.5. Antifungal Experiment · p. 15Germination percentage was highest in the Hypo treatment (100.0 ± 0.0), followed by the Bordeaux solution (97.78 ± 4.97) and the control (93.33 ± 14.91).
“the germination percentage was highest in the Hypo treatment (100.0 ± 0.0), followed by the Bordeaux solution (97.78 ± 4.97) and control (93.33 ± 14.91)”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown data§ 2.3. Water Amount Experiment · p. 11Seedling growth was most pronounced between 12 mL and 14 mL, reaching approximately 20 cm (20.2 ± 1.2 cm at 14 mL), with significant differences between water levels of 8 mL and higher.
“Seedling growth was most pronounced between 12 mL and 14 mL, reaching approximately 20 cm (20.2 ± 1.2 cm at 14 mL), with significant differences observed between water levels of 8 mL and higher.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown data§ 2.2. Initial Development Test · p. 9There were no significant differences in seedling lengths between 15 °C and 20 °C (p = 0.886), 15 °C and 25 °C (p = 0.565), and 20 °C and 25 °C (p = 0.333).
“There were no significant differences in seedling lengths between 15 ◦ C and 20 ◦ C ( p = 0.886), 15 ◦ C and 25 ◦ C ( p = 0.565), and 20 ◦ C and 25 ◦ C ( p = 0.333), indicating these temperatures are statistically similar in their effects on growth.”
Quote in the paperSubstantial claimMay combine two claims.
Findingnone given§ 2.1. Germination Test · p. 5At 30°C, germination remained efficient but showed the first signs of thermal stress.
“At 30 ◦ C, germination remained efficient but showed the first signs of thermal stress.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown data§ Optimizing Water, Temperature, and Density Conditions for In Vitro Pea ( Pisum sativum L.) Germination · p. 1Antifungal treatments showed slight improvements in germination and growth, though differences were not statistically significant compared to controls.
“Antifungal treatments showed slight improvements in germination and growth, though differences were not statistically significant compared to controls.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown data§ 2.3. Water Amount Experiment · p. 11Shoot dry weight reached a maximum around 12 mL at about 0.2 g (0.20 ± 0.02 g), with significant increases from 6 mL upwards.
“Shoot dry weight reached a maximum of around 12 mL at about 0.2 g (0.20 ± 0.02 g), showing significant increases from 6 mL upwards.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown data§ 2.3. Water Amount Experiment · p. 11Radicle dry weight peaked at 7 mL at about 0.1 g (0.10 ± 0.01 g), then slightly decreased at higher water levels, with significant differences between 7 mL and higher water levels.
“Radicle dry weight peaked at 7 mL around 0.1 g (0.10 ± 0.01 g), then slightly decreased at higher levels, with significant differences noted between 7 mL and higher water levels.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown data§ 2.5. Antifungal Experiment · p. 16Seedling length was significantly greater at 1 ppm (17.06 ± 1.48 cm) than in other treatments, with the lowest lengths at 100 ppm, 1000 ppm, and 10,000 ppm (4.51 ± 2.09 cm, 4.54 ± 1.29 cm, and 4.79 ± 2.91 cm, respectively).
“The seedling length was significantly greater in the 1 ppm treatment (17.06 ± 1.48 cm) compared to other treatments, with the lowest lengths observed in the 100 ppm, 1000 ppm, and 10,000 ppm treatments (4.51 ± 2.09 cm, 4.54 ± 1.29 cm, and 4.79 ± 2.91 cm, respectively).”
Quote in the paperNot a substantial claimMay combine two claims. The quote only partly states this claim.
Findingown data§ 3.3. Effect of Seed Density on Pea · p. 18Five seeds per 9 cm Petri dish is the optimal density for healthy shoot and root growth / highest proportion of normal seedlings.
“The results, displayed in Table 5, indicated that the placement of five pea seeds per Petri dish consistently resulted in the highest proportion of normal seedlings, suggesting optimal germination conditions.”
- Also stated in: § 5. Conclusions · p. 22 · plain
“Placing five seeds per 9 cm Petri dish was identified as the optimal density for healthy shoot and root growth.”
Quote in the paperSubstantial claim- Also stated in: § 5. Conclusions · p. 22 · plain
May combine two claims.
Findingown data§ 3.2. Initial Development Test · p. 17Root growth responded positively to increased water up to a peak at 7 milliliters but declined beyond the optimal level.
“Root growth responded positively to increased water up to a peak at 7 milliliters but declined beyond the optimal level.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown data§ 3.3. Effect of Seed Density on Pea · p. 18The aggregated germination values were highest for the 5-seed density (0.960 ± 0.127) and lowest for the 11-seed density (0.652 ± 0.327).
“The data from Table 5 demonstrate that the aggregated germination values, which account for the combined outcomes of different germination stages, were highest for the 5-seed density (0.960 ± 0.127) and lowest for the 11-seed density (0.652 ± 0.327).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown data§ 3.4. Effect of Antifungal Treatment on Pea Seeds · p. 18The Hypo treatment achieved the highest germination percentage (100.0 ± 0.0), followed by the Bordeaux solution (97.78 ± 4.97) and the control (93.33 ± 14.91).
“The Hypo treatment achieved the highest germination percentage (100.0 ± 0.0), followed by the Bordeaux solution (97.78 ± 4.97) and the control (93.33 ± 14.91).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown data§ 5. Conclusions · p. 22Germination rates decreased significantly at temperatures below 15°C and above 25°C, with no germination observed at 35°C.
“Germination rates decreased significantly at temperatures below 15 ◦ Cand above 25 ◦ C, with no germination observed at 35 ◦ C.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown data§ 3.2. Initial Development Test · p. 17Within the 15-25°C range, seedlings showed robust growth, with mean radicle lengths of 8.48 ± 4.72 cm at 15°C, 8.07 ± 4.90 cm at 20°C, and 7.36 ± 5.03 cm at 25°C.
“Within this range, seedlings showed robust growth, with mean radicle lengths of 8.48 ± 4.72 cm at 15 ◦ C, 8.07 ± 4.90 cm at 20 ◦ C, and 7.36 ± 5.03 cm at 25 ◦ C.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown data§ Optimizing Water, Temperature, and Density Conditions for In Vitro Pea ( Pisum sativum L.) Germination · p. 1Optimal germination occurred between 15°C and 25°C, with peak performance at 25°C.
“The results indicated that optimal germination occurred between 15 ◦ C and 25 ◦ C, with peak performance at 25 ◦ C.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown data§ 2.2. Initial Development Test · p. 10Temperatures outside 15-25 °C, particularly 5 °C and 30 °C, resulted in significantly reduced growth, while at 35 °C and 40 °C the rate of development was negligible in the initial stage.
“Temperatures outside this range, particularly at 5 ◦ C and 30 ◦ C, resulted in significantly reduced growth, while at 35 and 40 ◦ C the rate of development was negligible in the initial stage.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown data§ 2.1. Germination Test · p. 6Optimal germination occurs between 20°C and 30°C, where seeds exhibit rapid, vigorous, and uniform germination.
“Optimal germination occurs between 20 ◦ C and 30 ◦ C, where seeds exhibit rapid, vigorous, and uniform germination.”
- Also stated in: § 2.1. Germination Test · p. 7 · plain
“Optimal germination occurs between 20 ◦ C and 30 ◦ C, where seeds exhibit the shortest mean germination time, highest germination energy (Timsons' Index), and lowest Germination Uncertainty, indicating rapid, vigorous, and uniform germination.”
Quote in the paperSubstantial claim- Also stated in: § 2.1. Germination Test · p. 7 · plain
May combine two claims.
Interpretationown data§ 2.4. Density Experiment · p. 15Placing five pea seeds per Petri dish consistently resulted in the growth of normal-sized shoots and roots, indicating optimal germination conditions.
“Our findings suggest that the placement of five pea seeds per Petri dish consistently resulted in the growth of normal-sized shoots and roots, indicating optimal germination conditions.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown data§ 2.3. Water Amount Experiment · p. 11The optimal water potential for pea growth and dry weight accumulation lies between 8 mL and 14 mL, with even minimal levels such as 2 mL sufficient to initiate germination.
“These findings suggest that the optimal water potential for pea growth and dry weight accumulation lies between 8 mL and 14 mL, with even minimal levels like 2 mL sufficient to initiate germination.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown data§ 2.4. Density Experiment · p. 15Higher seed densities do not significantly affect the overall germination percentage but may lead to variability in seedling growth characteristics.
“while higher densities do not significantly affect the overall germination percentage, they may lead to variability in seedling growth characteristics.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ 3.1. Germination Experiment · p. 17Optimal germination conditions for pea seeds are at 10-20°C.
“which noted optimal germination conditions for pea seeds at 10-20 ◦ C.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [31] Sincik, 2004, Effect of Low Temperatures on the Germination of Different Field Pea Genotypes, Seed Sci. Technol. source
May combine two claims.
Interpretationown data§ 2.5. Antifungal Experiment · p. 16Lower concentrations of antifungal agents (e.g., 1 ppm) promote better overall growth in germination rate, radicle length, shoot length, and seedling length, while higher concentrations (e.g., 10,000 ppm) tend to inhibit growth.
“while lower concentrations of antifungal agents (e.g., 1 ppm) promote better overall growth in terms of germination rate, radicle length, shoot length, and seedling length, higher concentrations (e.g., 10,000 ppm) tend to inhibit growth.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationreasoning§ 3.3. Effect of Seed Density on Pea · p. 18Increased competition for resources such as water, light, and nutrients at higher seed densities adversely affects seedling development, leading to variable germination rates and reduced seedling quality.
“This suggests that increased competition for resources such as water, light, and nutrients at higher seed densities adversely affects seedling development.”
- Also stated in: § 5. Conclusions · p. 22 · plain
“Higher densities, such as seven or nine seeds per dish, led to increased competition for resources, resulting in variable germination rates and reduced seedling quality.”
Quote in the paperSubstantial claim- Also stated in: § 5. Conclusions · p. 22 · plain
Classified as probably not a substantial claim.
Study design and conductreasoning§ 4.4. Density Experiment · p. 21Ten repetitions were conducted for each treatment group to decrease experimental error and improve the overall precision of the data.
“To decrease experimental error and improve the overall precision of the data, 10 repetitions were conducted for each treatment group.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationnone given§ 3.1. Germination Experiment · p. 17The observed decline in performance at 35°C and the near failure at 40°C are consistent with the known effects of thermal stress on seed metabolism and enzyme activity.
“The observed decline in performance at 35 ◦ C and the near failure at 40 ◦ C are consistent with the known effects of thermal stress on seed metabolism and enzyme activity.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown data§ 2.5. Antifungal Experiment · p. 16The Hypo treatment showed the most consistent positive effects across all measured parameters, suggesting its potential as a beneficial treatment to enhance germination and seedling development without significant inhibition of growth.
“Hypo treatment showed the most consistent positive effects across all parameters, suggesting its potential as a beneficial treatment to enhance germination and seedling development without significant inhibition of growth.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationreasoning§ 3.3. Effect of Seed Density on Pea · p. 18Maintaining lower seed densities can enhance the uniformity and health of pea seedlings, potentially leading to better crop establishment and yield.
“Maintaining lower seed densities can enhance the uniformity and health of pea seedlings, potentially leading to better crop establishment and yield.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ 3.2. Initial Development Test · p. 17Water availability is a critical factor for seedling development, particularly under varying temperature conditions.
“which demonstrated that water availability is a critical factor for seedling development, particularly under varying temperature conditions.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [11] Smiri, 2009, Respiratory Metabolism in the Embryonic Axis of Germinating Pea Seed Exposed to Cadmium, J. Plant Physiol. source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ 3.2. Initial Development Test · p. 17Extreme temperatures can impair mitochondrial function and reduce energy production necessary for growth.
“who noted that extreme temperatures can impair mitochondrial function and reduce energy production necessary for growth.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [14] Benamar, 2003, Membrane Integrity and Oxidative Properties of Mitochondria Isolated from Imbibing Pea Seeds after Priming or Accelerated Ageing, Seed Sci. Res. source
Probably not a substantial claim: may not pass S3 (load-bearing).
Interpretationnone given§ 3.1. Germination Experiment · p. 17The controlled laboratory conditions may not fully replicate field environments, where additional factors such as soil moisture, light availability, and microbial interactions can also influence germination.
“However, the controlled laboratory conditions may not fully replicate field environments, where additional factors such as soil moisture, light availability, and microbial interactions can also influence germination.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown data§ 3.1. Germination Experiment · p. 16Optimal germination of pea occurred between 20 °C and 30 °C, with the highest performance at 25 °C.
“The results, shown in Figures 1 and 2, indicated that optimal germination occurred between 20 ◦ C and 30 ◦ C, with the highest performance observed at 25 ◦ C.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Interpretationreasoning§ 3.1. Germination Experiment · p. 17The results may vary with different cultivars or under different environmental conditions.
“Furthermore, this study focused on a single pea cultivar, and the results may vary with different cultivars or under different environmental conditions.”
Quote in the paperNot a substantial claim
The paper relies on this without support.
Optimal germination conditions for pea seeds are crucial for crop production, microgreens, and research, especially when resources are limited.
“Optimal germination conditions for pea seeds are crucial for crop production, microgreens, and research, especially when resources are limited.”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Reported 4.65 mL dry weights disagree with Table 4
MajorThe TKW-water narrative gives shoot and seedling dry weights of 0.158 g and 0.258 g at 4.65 mL. Table 4 gives 0.09 g and 0.19 g, respectively.
“the highest shoot dry weight observed at 4.65 mL (0.158 ± 0.208 g)”
“| 4.65 | 100.23 | 97.78 ± 4.97 c | 10.69 ± 1.47 defg | 3.84 ± 0.51 abcdef | 14.53 ± 1.62 cde | 0.1 ± 0.01 de | 0.09 ± 0.01 bcdef | 0.19 ± 0.02 cde | 0.19 ± 0.01 cde |”
Stated 12 mL shoot length disagrees with Table 3
MajorThe results report a 17.1 cm shoot length at 12 mL, compared with 6.3 cm in Table 3.
“17.1 ± 0.8 cm at 12 mL”
“| 12 | 100.0 ± 0.0 b | 12.7 ± 1.2 def | 6.3 ± 1.4 d”
Density conclusion claims significance despite nonsignificant results
MajorThe conclusion says density significantly affects outcomes, while the density results and Table 5 report no significant differences for the measured columns.
“The study also found that seed density significantly affects germination outcomes.”
“| LSD | 0.06 NS | 0.059 NS | 0.799 NS | 0.171 NS | 0.831 NS | 0.567 NS |”
Conflicting significance claims for 10 °C comparisons
MajorOne passage exempts the 10 °C comparisons with 15 °C and 20 °C from significant differences; a later passage calls both comparisons significant.
“Significant differences were also observed between 10 ◦ C and all other temperatures except for 15 ◦ C ( p = 0.886) and 20 ◦ C ( p = 0.333).”
“However, 15 ◦ C and 20 ◦ C showed significant differences from 5 ◦ C, 10 ◦ C, and 30 ◦ C.”
Conclusion says no seeds germinated at 35 °C
MajorThe germination results report 95.5% successful germination at 35 °C, whereas the conclusion says there was none.
“At 35 ◦ C, germination showed further signs of thermal stress with a 95.5% successful germination rate.”
“Germination rates decreased significantly at temperatures below 15 ◦ Cand above 25 ◦ C, with no germination observed at 35 ◦ C.”
Stated 10 mL radicle length disagrees with Table 3
MajorThe water-experiment results give a radicle length of 13.8 cm at 10 mL; Table 3 gives 9.1 cm.
“13.8 ± 1.0 cm at 10 mL”
“| 10 | 100.0 ± 0.0 b | 9.1 ± 2.9 bcdef”
Reported 30 °C seedling lengths exceed the stated limit
MinorThe text says seedlings at 30 °C did not grow beyond 3 cm, but later reports a mean seedling length of 4.88 cm and a maximum of 13.33 cm.
“At 30 ◦ C, the seedlings did not grow more than 3 cm.”
“at 30 ◦ C, it was 4.88 ± 3.64 cm (min: 0.0 cm, max: 13.33 cm).”
Claimed 7 mL root-growth peak contradicts Table 3
MinorThe discussion says root growth peaks at 7 mL and declines thereafter. Table 3 instead reports a longer mean radicle at 14 mL than at 7 mL.
“Root growth responded positively to increased water up to a peak at 7 milliliters but declined beyond the optimal level.”
“| 14 | 100.0 ± 0.0 b | 14.0 ± 0.7 f”
Table 4 seedling length does not equal its component lengths
MinorAt 1.55 mL, Table 4 reports a radicle length of 1.49 cm and a shoot length of 0.0 cm, but a combined seedling length of only 1.06 cm.
Reported 1.06 · recomputed 1.49
“| 1.55 | 33.41 | 46.67 ± 14.49 b | 1.49 ± 0.49 ab | 0.0 ± 0.0 a | 1.06 ± 0.67 a”
Antifungal growth effects called significant despite nonsignificant test
MinorThe Hypo results describe significant effects on radicle and seedling length, but the same section says all Table 6 treatment differences were nonsignificant.
“The overall seedling length was significantly greater in the Hypo treatment (15.12 ± 2.37 cm) compared to the Bordeaux solution (9.2 ± 2.86 cm) and control (14.0 ± 7.95 cm).”
“The LSD values indicated that differences between treatments were not statistically significant (NS) for all measured parameters, suggesting variability within treatments (Table 6).”
Nonsignificant p-value marked significant in Table 2
MinorThe 20 °C versus 25 °C comparison is marked with an asterisk at p = 0.333, although the text correctly describes that comparison as nonsignificant.
“20 °C -U = 1501, p = 0.333 * U = 2018, p = 0.000 *”
“There were no significant differences in seedling lengths between 15 ◦ C and 20 ◦ C ( p = 0.886), 15 ◦ C and 25 ◦ C ( p = 0.565), and 20 ◦ C and 25 ◦ C ( p = 0.333)”
AUC described as peaking at 20 °C despite a higher value at 30 °C
MinorThe 20 °C AUC is called peak performance, but the reported AUC at 30 °C is higher.
“The AUC was 1184.72, reflecting the peak performance at this temperature.”
“The AUC was 1215.81.”
Density methods specify five levels but results specify four
MinorThe methods list five seed quantities, including ten seeds per dish, while the density results list only four tested quantities and omit ten.
“The germination process was monitored using four different seed quantities, which included placing five, seven, nine, ten, and eleven seeds into separate Petri dishes”
“The densities tested were five, seven, nine, and eleven seeds per Petri dish.”
Cites
Scikit-learn: Machine Learning in Python
Pedregosa, F., Varoquaux, G., Gramfort, A., Michel, V., Thirion, B., Grisel, O., Blondel, M., Müller, A., Nothman, J., Louppe, G., et al. (2012) · arXiv · doi:10.48550/arxiv.1201.0490 · Cited by 71,016 · see citing works
Matplotlib: a 2D graphics environment
Hunter, J. D. (2007) · Computing in Science & Engineering · doi:10.1109/mcse.2007.55 · Cited by 39,249 · see citing works
Wickham, H. (2016) · Use R! · doi:10.1007/978-3-319-24277-4 · Cited by 33,612 · see citing works
Harris, C. R., Millman, K. J., van der Walt, S. J., Gommers, R., Virtanen, P., Cournapeau, D., Wieser, E., Taylor, J., Berg, S., Smith, N. J., et al. (2020) · Nature · doi:10.1038/s41586-020-2649-2 · Cited by 23,826 · see citing works
Harris, C., Millman, K., van der Walt, S., Gommers, R., Virtanen, P., Cournapeau, D., Wieser, E., Taylor, J., Berg, S., Smith, N., et al. (2020) · RePEc: Research Papers in Economics · Cited by 17,844 · see citing works
Data Structures for Statistical Computing in Python
McKinney, W. (2010) · Proceedings of the Python in Science Conferences · doi:10.25080/majora-92bf1922-00a · Cited by 11,511 · see citing works
Scikit-learn: Machine Learning in Python
(2011) · Journal of Machine Learning Research · doi:10.5555/1953048.2078195 · Cited by 8,539 · see citing works
seaborn: statistical data visualization
Waskom, M. (2021) · Journal of Open Source Software · doi:10.21105/joss.03021 · Cited by 7,310 · see citing works
patchwork: The Composer of Plots
Pedersen, T. L. (2019) · doi:10.32614/cran.package.patchwork · Cited by 904 · see citing works
The relevance of sustainable soil management within the European Green Deal
Montanarella, L., & Panagos, P. (2020) · Land Use Policy · doi:10.1016/j.landusepol.2020.104950 · Cited by 517 · see citing works
Thermal Hardening: A New Seed Vigor Enhancement Tool in Rice
Farooq, M., Basra, S. M. A., Ahmad, N., et al. (2005) · Journal of Integrative Plant Biology · doi:10.1111/j.1744-7909.2005.00031.x · Cited by 457 · see citing works
Review of the health benefits of peas ( <i>Pisum sativum</i> L.)
Dahl, W. J., Foster, L. M., & Tyler, R. T. (2012) · British Journal of Nutrition · doi:10.1017/s0007114512000852 · Cited by 434 · see citing works
Wickham, H. (2016) · Use R! · doi:10.1007/978-3-319-24277-4_12 · Cited by 420 · see citing works
Agroecology and the reconstruction of a post-COVID-19 agriculture
Altieri, M. A., & Nicholls, C. I. (2020) · The Journal of Peasant Studies · doi:10.1080/03066150.2020.1782891 · Cited by 317 · see citing works
Wu, D., Li, W., Wan, J., et al. (2023) · Foods · doi:10.3390/foods12132527 · Cited by 198 · see citing works
New Method of Recording Germination Data
Timson, J. (1965) · Nature · doi:10.1038/207216a0 · Cited by 194 · see citing works
Agroecology and the emergence of a post COVID-19 agriculture
Altieri, M. A., & Nicholls, C. I. (2020) · Agriculture and Human Values · doi:10.1007/s10460-020-10043-7 · Cited by 155 · see citing works
Potential health benefits of garden pea seeds and pods: A review
Kumari, T., & Deka, S. C. (2021) · Legume Science · doi:10.1002/leg3.82 · Cited by 132 · see citing works
Legume Green Manuring: An Option for Soil Sustainability
Meena, B. L., Fagodiya, R. K., Prajapat, K., Dotaniya, M. L., Kaledhonkar, M. J., Sharma, P., Meena, R. S., Mitran, T., & Kumar, S. (2018) · Springer eBooks · doi:10.1007/978-981-13-0253-4_12 · Cited by 118 · see citing works
Impact of Temperature and Water on Seed Germination and Seedling Growth of Maize (Zea mays L.)
Khaeim, H. M., Kende, Z., Jolánkai, M., et al. (2022) · Agronomy · doi:10.3390/agronomy12020397 · Cited by 116 · see citing works
Self-citationSghaier, A. H., Tarnawa, Á., Khaeim, H. M., et al. (2022) · Plants · doi:10.3390/plants11212819 · Cited by 113 · see citing works
Self-citationBenamar, A., Tallon, C., & Macherel, D. (2003) · Seed Science Research · doi:10.1079/ssr2002122 · Cited by 112 · see citing works
Tulbek, M. C., Lam, R. S. H., Wang, Y. (. )., Asavajaru, P., & Lam, A. C. Y. (2016) · Elsevier eBooks · doi:10.1016/b978-0-12-802778-3.00009-3 · Cited by 108 · see citing works
Role of H2O2in pea seed germination
Barba‐Espín, G., Hernández, J. A., & Díaz‐Vivancos, P. (2012) · Plant Signaling & Behavior · doi:10.4161/psb.18881 · Cited by 106 · see citing works
Seed Germination: Mathematical Representation and Parameters Extraction
El-Kassaby, Y. A., Moss, I. S., Kolotelo, D., et al. (2008) · Forest Science · doi:10.1093/forestscience/54.2.220 · Cited by 101 · see citing works
Membrane damage and solute leakage from germinating pea seed under cadmium stress
Rahoui, S., Chaoui, A., & Ferjani, E. E. (2010) · Journal of Hazardous Materials · doi:10.1016/j.jhazmat.2010.01.115 · Cited by 99 · see citing works
Respiratory Metabolism in the Embryonic Axis of Germinating Pea Seed Exposed to Cadmium
Smiri, M., Chaoui, A., & El Ferjani, E. (2009) · Journal of Plant Physiology · doi:10.1016/j.jplph.2008.05.006 · Cited by 92 · see citing works
Wang, W.-Q., Møller, I. M., & Song, S. (2012) · Journal of Proteomics · doi:10.1016/j.jprot.2012.07.005 · Cited by 88 · see citing works
Poudel, P., Gioia, F. D., Lambert, J. D., et al. (2023) · Frontiers in Plant Science · doi:10.3389/fpls.2023.1177844 · Cited by 74 · see citing works
Khaeim, H. M., Kende, Z., Balla, I., et al. (2022) · Sustainability · doi:10.3390/su14073887 · Cited by 68 · see citing works
Self-citationKarkanis, A., Ntatsi, G., Kontopoulou, C., Pristeri, A., Bilalis, D. J., & Savvas, D. (2016) · Notulae Botanicae Horti Agrobotanici Cluj-Napoca · doi:10.15835/nbha44210618 · Cited by 66 · see citing works
Hradilová, I., Duchoslav, M., Brus, J., Pechanec, V., Hýbl, M., Kopecký, P., Smržová, L., Štefelová, N., Vaclávek, T., Bariotakis, M., et al. (2019) · PeerJ · doi:10.7717/peerj.6263 · Cited by 52 · see citing works
Microgreens: from trendy vegetables to functional food and potential nutrition security resource
Gioia, F. D., Petropoulos, S. A., Ferreira, I. C. F. R., et al. (2021) · Acta Horticulturae · doi:10.17660/actahortic.2021.1321.31 · Cited by 52 · see citing works
Heat and Moisture Transfer in Ventilated Grain
Boyce, D. S. (1966) · Journal of Agricultural Engineering Research · doi:10.1016/s0021-8634(66)80033-1 · Cited by 51 · see citing works
Tarnawa, Á., Kende, Z., Sghaier, A. H., Kovács, G. P., Gyuricza, C., & Khaeim, H. (2023) · Plants · doi:10.3390/plants12091792 · Cited by 43 · see citing works
Self-citationMaleki, K., Soltani, E., Seal, C. E., Colville, L., Pritchard, H. W., & Lamichhane, J. R. (2024) · Agricultural and Forest Meteorology · doi:10.1016/j.agrformet.2023.109865 · Cited by 43 · see citing works
Sghaier, A. H., Khaeim, H. M., Tarnawa, Á., et al. (2023) · Agriculture · doi:10.3390/agriculture13030608 · Cited by 39 · see citing works
Self-citationSeefeldt, S. S., Kidwell, K. K., & Waller, J. E. (2002) · Field Crops Research · doi:10.1016/s0378-4290(02)00007-2 · Cited by 35 · see citing works
Kunos, V., Cséplő, M., Seress, D., Eser, A., Kende, Z., Uhrin, A., Bányai, J., Bakonyi, J., Pál, M., & Mészáros, K. (2022) · Sustainability · doi:10.3390/su14052597 · Cited by 33 · see citing works
Self-citationPoudel, P., Connolly, E. L., Kwasniewski, M. T., Lambert, J. D., & Gioia, F. D. (2024) · Scientia Horticulturae · doi:10.1016/j.scienta.2024.113098 · Cited by 32 · see citing works
germinationmetrics: Seed Germination Indices and Curve Fitting
Aravind, J., Srinivasan, K., Devi, S. V., et al. (2018) · doi:10.32614/cran.package.germinationmetrics · Cited by 28 · see citing works
Effect of Low Temperatures on the Germination of Different Field Pea Genotypes
Sincik, M., Bilgili, U., Uzun, A., & Acikgoz, E. (2004) · Seed Science and Technology · doi:10.15258/sst.2004.32.2.06 · Cited by 26 · see citing works
<i>Yucca schidigera</i> extract: a potential biofungicide against seedborne pathogens of sorghum
Wulff, E. G., Zida, E., Torp, J., & Lund, O. S. (2012) · Plant Pathology · doi:10.1111/j.1365-3059.2011.02517.x · Cited by 19 · see citing works
Seeding Rate and Cultivar Impacts on Nutrient Uptake of Field Pea under Fertile Soil Condition
Asik, B. B., Uzun, A., & Acikgöz, E. (2020) · Chilean journal of agricultural research · doi:10.4067/s0718-58392020000100011 · Cited by 19 · cited 1× · see citing works
“Some studies [32,33] have shown that higher seed densities can lead to increased competition for limited resources, resulting in reduced seedling growth and greater variability in germination outcomes.”
BackgroundPrusiński, J., & Borowska, M. (2022) · Agronomy · doi:10.3390/agronomy12030715 · Cited by 17 · see citing works
Organic seed treatments with essential oils to control ascochyta blight in pea
Riccioni, L., Orzali, L., Romani, M., et al. (2019) · European Journal of Plant Pathology · doi:10.1007/s10658-019-01815-x · Cited by 15 · see citing works
Avola, G., Riggi, E., Gresta, F., et al. (2017) · European Journal of Agronomy · doi:10.1016/j.eja.2017.11.004 · Cited by 9 · see citing works
Legumes: Embracing the genome era
Kagale, S., & Close, T. J. (2021) · Legume Science · doi:10.1002/leg3.113 · Cited by 9 · see citing works
Enhancing legume growing through sustainable cropping for protein supply
Rosa, E. A. S. (2017) · Journal of the Science of Food and Agriculture · doi:10.1002/jsfa.8569 · Cited by 3 · see citing works
Pea Production Statistics in the World and in Turkey
USKUTOĞLU, D., & İDİKUT, L. (2023) · doi:10.59287/irafwi.473 · Cited by 3 · see citing works
Flagged first, then by citations
Cited by
Still being checked.
- Authors
- Kende, Z., Piroska, P., Szemők, G. E., Khaeim, H., Sghaier, A. H., Gyuricza, C., & Tarnawa, Á.
- Affiliations
- Magyar Agrár- és Élettudományi Egyetem (HU)
- Corresponding author
- Kende, Zoltán
- Venue
- Plants
- Publisher
- MDPI AG
- Published
- 2024-10-03
- Volume
- 13
- Issue
- 19
- Pages
- 2776
- ISSN
- 2223-7747 (ISSN-L)
- PMC
- PMC11478928
- OpenAlex
- W4403101671
- Semantic Scholar
- 2acc0e1dcc05b95fdbe7a6889638ff565a0f4024
- Cited by
- 6
- References
- 50
- Citations by year
- 2026: 2 · 2025: 3 · 2024: 1
- FWCI
- 1.34
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Plants (publishedVersion, cc-by)
- PubMed (publishedVersion)
- PubMed Central (submittedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- New National Excellence Program of the Ministry of Culture and Innovation (ÚNKP-23-4)
- National Research, Development and Innovation Fund, and the Research Excellence Program of the Hungarian University of Agricultural and Life Sciences (ÚNKP-23-4)
- Topics
- Life Sciences › Agricultural and Biological Sciences › Plant Science › Seed Germination and Physiology
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Plant tissue culture and regeneration
- Life Sciences › Agricultural and Biological Sciences › Soil Science › Plant Growth and Agriculture Techniques
- Keywords
- pea, Pisum sativum, seed germination, in vitro germination, temperature effects, water level, seed density, antifungal therapy, seedling growth, seedling vigor
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-25.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-25.
Cited sources are checked by gpt-6-sol.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review