Appraisal of Combined Applications of Trichoderma virens and a Biopolymer-Based Biostimulant on Lettuce Agronomical, Physiological, and Qualitative Properties under Variable N Regimes
Abstract
:1. Introduction
2. Materials and Methods
2.1. Experimental Setup, Design, and Crop Management
2.2. Fungal and Vegetal Biostimulants
2.3. Fungal Colony Forming Units in Soil Rhizosphere and Trichoderma-VBP Compatibility
2.4. Fresh and Dry Yield, SPAD index and CIE (lab) Measurements
2.5. Net CO2 Assimilation Rate and Stomatal Resistance Measurements
2.6. Mineral Composition Analysis
2.7. Antioxidant Capacity, Total Phenols, and Total Ascorbic Acid Analysis
2.8. Data Elaboration, Statistical Analysis, Principal Component Analysis, and Heat Map
3. Results
3.1. Fungal Concentration in the Soil
3.2. Growth Responses, SPAD Index and Leaf Colorimetry
3.3. Leaf Gas Exchange: Net CO2 Assimilation Rate and Stomatal Resistance
3.4. Mineral Composition in Leaf Tissue
3.5. Nitrate, Antioxidant Capacity, and Bioactive Content
3.6. Heat Map Analysis of all Measured Plant Parameters
3.7. Principal Component Analysis of all Measured Plant Parameters
4. Discussion
5. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
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Treatments | SPAD Index | L | a* | b* | |
---|---|---|---|---|---|
45 DAT | 75 DAT | ||||
Nitrogen rate (N) | NS | *** | ** | NS | * |
Biostimulant (B) | * | ** | NS | NS | NS |
N × B | NS | NS | NS | NS | * |
Nitrogen rate (kg ha−1) | |||||
0 | 38.27 | 37.92 b | 42.81 a | −16.61 | 24.53 a |
70 | 38.94 | 39.35 a | 42.60 a | −16.37 | 24.20 ab |
140 | 38.47 | 39.24 a | 41.54 b | −16.23 | 23.62 b |
Biostimulant | |||||
Control | 37.54 b | 38.39 b | 41.94 | −16.33 | 23.86 |
TG41 | 39.50 a | 38.56 b | 42.65 | −16.49 | 24.37 |
TG41+VBP | 38.63 a | 39.50 a | 42.36 | −16.38 | 24.13 |
N × B | |||||
0N Control | 37.23 | 38.00 | 42.08 | −16.25 | 23.50 c |
0N TG41 | 39.30 | 37.45 | 43.08 | −16.93 | 25.18 a |
0N TG41+VBP | 38.27 | 38.30 | 43.28 | −16.65 | 24.93 ab |
70N Control | 37.50 | 38.69 | 42.95 | −16.53 | 24.55 abc |
70N TG41 | 40.60 | 39.15 | 42.98 | −16.53 | 24.53 abc |
70N TG41+VBP | 38.73 | 40.15 | 41.88 | −16.05 | 23.53 bc |
140N Control | 37.90 | 38.48 | 40.80 | −16.20 | 23.53 bc |
140N TG41 | 38.60 | 39.23 | 41.90 | −16.03 | 23.40 c |
140N TG41+VBP | 38.90 | 40.14 | 41.93 | −16.45 | 23.93 abc |
Treatments | Net CO2 Assimilation Rate (μmol CO2 m−2 s−1) | Stomatal Resistance (m2 s1 mol−1) | ||||
---|---|---|---|---|---|---|
33 DAT | 40 DAT | 48 DAT | 33 DAT | 40 DAT | 48 DAT | |
Nitrogen rate (N) | NS | NS | *** | NS | NS | NS |
Biostimulant (B) | *** | *** | *** | NS | * | NS |
N × B | NS | NS | NS | NS | NS | NS |
Nitrogen rate (kg ha−1) | ||||||
0 | 14.51 | 21.26 | 13.20 c | 3.32 | 4.06 | 4.35 |
70 | 15.16 | 20.93 | 14.12 b | 3.94 | 4.40 | 3.80 |
140 | 14.61 | 20.45 | 15.78 a | 2.96 | 4.52 | 3.36 |
Biostimulant | ||||||
Control | 11.74 b | 18.49 b | 12.48 c | 4.59 | 5.25 a | 4.27 |
TG41 | 15.25 a | 21.60 a | 14.76 b | 2.77 | 4.03 b | 3.63 |
TG41+BVP | 17.34 a | 22.55 a | 15.86 a | 3.02 | 3.70 b | 3.61 |
N × B | ||||||
0N Control | 10.92 | 18.59 | 10.93 | 4.01 | 5.05 | 4.83 |
0N TG41 | 15.08 | 22.12 | 13.23 | 2.64 | 3.37 | 4.20 |
0N TG41+VBP | 17.52 | 23.08 | 15.44 | 3.29 | 3.77 | 4.01 |
70N Control | 12.44 | 18.73 | 12.06 | 5.80 | 4.91 | 3.98 |
70N TG41 | 15.17 | 21.67 | 14.54 | 3.11 | 4.49 | 3.61 |
70N TG41+VBP | 17.86 | 22.38 | 15.76 | 2.93 | 3.79 | 3.82 |
140N Control | 11.94 | 18.15 | 14.44 | 3.67 | 5.79 | 4.01 |
140N TG41 | 15.60 | 21.01 | 16.52 | 2.46 | 4.23 | 3.08 |
140N TG41+VBP | 16.29 | 22.20 | 16.37 | 2.74 | 3.53 | 3.01 |
Treatments | N | P | K | Ca | Mg | Na |
---|---|---|---|---|---|---|
(mg g−1 dw) | (mg g−1 dw) | (mg g−1 dw) | (mg g−1 dw) | (mg g−1 dw) | (mg g−1 dw) | |
Nitrogen rate (N) | ** | *** | NS | NS | NS | NS |
Biostimulant (B) | NS | NS | ** | NS | * | NS |
N × B | NS | NS | NS | NS | NS | NS |
Nitrogen rate (kg ha−1) | ||||||
0 | 36.90 b | 2.02 b | 55.02 | 6.83 | 3.63 | 1.52 |
70 | 37.63 b | 2.58 a | 53.71 | 7.53 | 3.69 | 1.42 |
140 | 39.04 a | 2.93 a | 53.40 | 6.62 | 3.42 | 1.35 |
Biostimulant | ||||||
Control | 37.43 | 2.48 | 50.65 b | 6.47 | 3.31 b | 1.54 |
TG41 | 37.57 | 2.59 | 55.90 a | 7.06 | 3.70 a | 1.34 |
TG41+VBP | 38.58 | 2.46 | 55.57 a | 7.46 | 3.73 a | 1.41 |
N × B | ||||||
0N Control | 37.03 | 1.98 | 51.36 | 6.39 | 3.46 | 1.60 |
0N TG41 | 35.70 | 2.03 | 56.17 | 6.27 | 3.55 | 1.52 |
0N TG41+VBP | 37.98 | 2.05 | 57.53 | 7.84 | 3.90 | 1.43 |
70N Control | 37.60 | 2.45 | 52.59 | 7.18 | 3.46 | 1.44 |
70N TG41 | 37.38 | 2.55 | 54.09 | 7.88 | 3.92 | 1.38 |
70N TG41+VBP | 37.93 | 2.75 | 54.45 | 7.53 | 3.69 | 1.45 |
140N Control | 37.65 | 3.00 | 48.01 | 5.85 | 3.01 | 1.58 |
140N TG41 | 39.63 | 3.20 | 57.45 | 7.02 | 3.62 | 1.13 |
140N TG41+VBP | 39.85 | 2.58 | 54.75 | 7.00 | 3.62 | 1.35 |
Treatments | Nitrate | HAA | LAA | Phenols | TAA |
---|---|---|---|---|---|
(mg kg−1 fw) | (mmol eq. ascorbic acid 100g−1 dw) | (mmol eq. trolox 100g−1 dw) | (mg eq. gallic acid g−1 dw) | (mg 100g−1 fw) | |
Nitrogen rate (N) | * | NS | *** | *** | *** |
Biostimulant (B) | ** | NS | *** | * | *** |
N × B | NS | NS | NS | NS | *** |
Nitrogen rate (kg ha−1) | |||||
0 | 1019.09 b | 1.54 | 4.06 b | 55.94 a | 22.66 a |
70 | 1119.46 ab | 1.56 | 2.84 c | 54.44 a | 13.81 b |
140 | 1319.38 a | 1.47 | 4.88 a | 47.38 b | 11.20 c |
Biostimulant | |||||
Control | 1356.88 a | 1.56 | 3.66 b | 49.39 b | 10.53 c |
TG41 | 1052.41 b | 1.47 | 3.85 b | 52.28 ab | 16.97 b |
TG41+VBP | 1048.64 b | 1.53 | 4.26 a | 56.10 a | 20.17 a |
N × B | |||||
0N Control | 1152.55 | 1.56 | 3.74 | 52.84 | 13.88 de |
0N TG41 | 890.63 | 1.47 | 3.99 | 56.07 | 21.73 b |
0N TG41+VBP | 1014.10 | 1.58 | 4.44 | 58.91 | 32.36 a |
70N Control | 1422.03 | 1.63 | 2.69 | 53.09 | 9.54 ef |
70N TG41 | 1063.18 | 1.61 | 2.95 | 54.06 | 19.27 bc |
70N TG41+VBP | 873.18 | 1.44 | 2.88 | 56.18 | 12.61 def |
140N Control | 1496.08 | 1.51 | 4.56 | 42.23 | 8.15 f |
140N TG41 | 1203.43 | 1.35 | 4.62 | 46.71 | 9.91 ef |
140N TG41+VBP | 1258.65 | 1.55 | 5.45 | 53.19 | 15.54 cd |
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Rouphael, Y.; Carillo, P.; Colla, G.; Fiorentino, N.; Sabatino, L.; El-Nakhel, C.; Giordano, M.; Pannico, A.; Cirillo, V.; Shabani, E.; et al. Appraisal of Combined Applications of Trichoderma virens and a Biopolymer-Based Biostimulant on Lettuce Agronomical, Physiological, and Qualitative Properties under Variable N Regimes. Agronomy 2020, 10, 196. https://doi.org/10.3390/agronomy10020196
Rouphael Y, Carillo P, Colla G, Fiorentino N, Sabatino L, El-Nakhel C, Giordano M, Pannico A, Cirillo V, Shabani E, et al. Appraisal of Combined Applications of Trichoderma virens and a Biopolymer-Based Biostimulant on Lettuce Agronomical, Physiological, and Qualitative Properties under Variable N Regimes. Agronomy. 2020; 10(2):196. https://doi.org/10.3390/agronomy10020196
Chicago/Turabian StyleRouphael, Youssef, Petronia Carillo, Giuseppe Colla, Nunzio Fiorentino, Leo Sabatino, Christophe El-Nakhel, Maria Giordano, Antonio Pannico, Valerio Cirillo, Edris Shabani, and et al. 2020. "Appraisal of Combined Applications of Trichoderma virens and a Biopolymer-Based Biostimulant on Lettuce Agronomical, Physiological, and Qualitative Properties under Variable N Regimes" Agronomy 10, no. 2: 196. https://doi.org/10.3390/agronomy10020196
APA StyleRouphael, Y., Carillo, P., Colla, G., Fiorentino, N., Sabatino, L., El-Nakhel, C., Giordano, M., Pannico, A., Cirillo, V., Shabani, E., Cozzolino, E., Lombardi, N., Napolitano, M., & Woo, S. L. (2020). Appraisal of Combined Applications of Trichoderma virens and a Biopolymer-Based Biostimulant on Lettuce Agronomical, Physiological, and Qualitative Properties under Variable N Regimes. Agronomy, 10(2), 196. https://doi.org/10.3390/agronomy10020196