Response of Wheat Yield and Protein-Related Quality on Late-Season Urea Application
Abstract
:1. Introduction
2. Materials and Methods
2.1. Plant Materials and Field Experiments
2.2. Analysis
2.2.1. Grain Yield and Bread-Making Quality Parameters
2.2.2. Extraction and HPLC Analysis of Storage Proteins
2.3. Statistical Analyses
3. Results and Discussion
4. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Cultivars | Year of Registration | Pedigree |
---|---|---|
EL NINO | 2016 | Ficko/Felix |
FICKO | 2007 | Srpanjka/Rialto |
KATARINA | 2006 | Osk.5.B.4-1-94/Osk.5.140-22-91 |
VULKAN | 2009 | Osk.3.343-1-97/Osk.15.291//KRH. 44-99 |
SILVIJA | 2010 | Soissons/Hana |
KRALJICA | 2010 | Osk.5.698-4-99/Osk.4.21-7-99 |
TIKA TAKA | 2014 | Osk. 15.294/Osk.4.503-5-98 |
RENATA | 2006 | Žitarka//Osk.7.5-4-82/KBg.160/86/3/Srpanjka |
SRPANJKA | 1989 | Osk.4.50-1/Zg. 2696 |
OS OLIMPIJA | 2009 | Slavonija/KRH. 1-98 |
Location | Soil Type | Previous Crop | Season | Basic N Fertilization (kg N ha−1) | N Top-Dressing (kg N ha−1) | 15% Urea (46% N) | Total N (kg N ha−1) | ||
---|---|---|---|---|---|---|---|---|---|
NCON 1 | NUREA | NCON | NUREA | ||||||
Osijek | Eutric cambisol | Soybean | 2017 | 74 | 41 | 0 | 35 | 115 | 150 |
Soybean | 2018 | 74 | 35 | 0 | 35 | 109 | 144 |
KERRYPNX | 2016/2017 | 2017/2018 | |
---|---|---|---|
Sum rainfall (I-XII) | mm | 571 | 718 |
Sum rainfall in the growing season (X-VI) | 409 | 545 | |
Sum rainfall during grain filling (V-VI) | 86 | 181 | |
LTP 1 sum rainfall (I-XII) | mm | 694 | |
LTP sum rainfall in the growing season (X-VI) | 435 | ||
LTP sum rainfall during grain filling (V-VI) | 115 | ||
Mean temperature (I-XII) | °C | 11.9 | 12.7 |
Mean temperature in the growing season (X-VI) | 8.3 | 9.7 | |
Mean temperature during grain filling (V-VI) | 19.8 | 20.5 | |
LTP mean temperature (I-XII) | °C | 11.2 | |
LTP mean temperature in the growing season (X-VI) | 6.9 | ||
LTP Mean temperature during grain filling (V-VI) | 18.9 |
CULTIVARS | GY 1 (t ha−1) | TKW (g) | HL (kg hL−1) | P (%) | WA (%) | DDT (min) | DS (FU) | E (EU) | RMAX (EU) | R/EXT |
---|---|---|---|---|---|---|---|---|---|---|
Genotype (G) | ||||||||||
EL NINO | 6.8 b | 37 b | 80 b | 12.1 c | 55.3 b | 1.6 c | 61 c | 77 b | 435 c | 2.5 d |
FICKO | 8.2 e | 43 e | 80 c | 12.4 e | 56.4 de | 3.2 d | 73 d | 64 a | 347 a | 1.9 a |
KATARINA | 8.2 e | 40 c | 80 d | 11.9 b | 55.8 c | 1.3 ab | 73 d | 76 b | 410 b | 2.1 ab |
VULKAN | 8.1 de | 36 a | 80 ab | 12.1 c | 54.0 a | 1.4 abc | 79 de | 114 f | 597 h | 2.8 ab |
SILVIJA | 8.2 e | 46 g | 81 e | 12.7 f | 56.3 d | 1.5 bc | 77 d | 109 ef | 537 g | 2.2 bc |
KRALJICA | 8.4 f | 42 d | 81 f | 12.4 e | 56.4 de | 5.5 f | 51 b | 74 b | 414 b | 2.3 bcd |
TIKA TAKA | 8.4 f | 46 f | 79 a | 12.5 e | 56.7 e | 1.5 abc | 76 d | 95 d | 497 e | 2.5 cd |
RENATA | 7.7 c | 45 f | 81 a | 12.3 d | 56.5 de | 1.5 abc | 85 e | 104 e | 517 f | 2.2 bc |
SRPANJKA | 8.0 d | 37 b | 81 a | 11.6 a | 55.3 b | 1.3 a | 109 f | 87 c | 470 d | 2.5 d |
OS OLIMPIJA | 6.4 a | 43 e | 82 f | 13.7 | 57.0 f | 4.1 e | 38 a | 129 g | 597 h | 2.2 ab |
Mean | 7.8 | 42 | 81 | 12.4 | 56.0 | 2.3 | 73 | 93 | 482 | 2.3 |
SD | 0.9 | 4.0 | 1.8 | 1.6 | 1.4 | 1.9 | 28.7 | 29.2 | 112.5 | 0.6 |
CV % | 11.5 | 9.5 | 2.3 | 12.9 | 2.5 | 82.6 | 40.0 | 31.4 | 23.3 | 26.1 |
Year (Y) | ||||||||||
2017 | 7.3 a | 43 b | 82 b | 11.5 a | 56.4 b | 2.1 a | 81.9 b | 76 a | 443 a | 2.6 b |
2018 | 8.3 b | 40 a | 79 a | 13.2 b | 55.6 a | 2.5 b | 62.6 a | 109 b | 521 b | 2.1 a |
DIFF 2018 vs. 2017 | +13.7 | −7.0 | −3.7 | +14.8 | −1.4 | +16.0 | −23.6 | +43.4 | +17.6 | −19.2 |
Nitrogen (N) | ||||||||||
NCON | 7.8 a | 41 a | 80 a | 11.4 a | 55.3 a | 1.6 a | 81.6 b | 92.5 a | 507 b | 2.6 b |
NUREA | 7.9 b | 42 b | 81 b | 13.4 b | 56.7 b | 2.9 b | 62.9 a | 93.2 b | 457 a | 2.0 a |
DIFF NUREA vs. NCON | +1.3 | +3.2 | +0.4 | +17.5 | +2.6 | +66.2 | −22.9 | +0.8 | −9.9 | −23.1 |
Means squares | ||||||||||
G | 4 * | 114.0 * | 4.7 * | 2.7 * | 7.0 * | 16.3 * | 33,181.4 * | 3311.1 * | 55,012 * | 0.5 * |
Y | 20 * | 95.3 * | 95.4 * | 69.6 * | 12.9 * | 3.0 * | 7566.5 * | 23,367.7 * | 13,670 * | 5.0 * |
N | 0.2 * | 34.3 * | 1.7 * | 94.6 * | 42.3 * | 30.5 * | 10,736.2 * | 118.2 * | 43281 * | 7.3 * |
G × Y | 1.3 * | 5.5 * | 14.1 * | 2.2 * | 1.0 * | 0.3 * | 460.0 * | 255.3 * | 6110 * | 0.3 * |
G × N | 0.0 ns | 2.2 * | 0.1 * | 1.7 * | 0.7 * | 4.9 * | 1121.5 * | 470.4 * | 11,886 * | 0.1 * |
Y × N | 0.0 ns | 0.1 | 0.0 ns | 13.8 * | 11.8 * | 5.2 * | 1222.5 * | 43.7 * | 1373 * | 1.7 * |
G × Y × N | 0.0 ns | 0.9 * | 0.0 * | 1.1 * | 0.6 * | 4.9 * | 1087.0 * | 675.3 * | 16,694 * | 0.2 * |
CULTIVARS | AG 1 (%) | GLI (%) | GLU (%) | GLI/GLU | |||||
---|---|---|---|---|---|---|---|---|---|
T GLI | ω-GLI | α-GLI | γ-GLI | T GLU | HMW | LMW | |||
Genotype (G) | |||||||||
EL NINO | 19.1 e | 45.7 abc | 4.6 b | 26.1 | 15.0 b | 35.2 d | 10.0 b | 25.2 c | 1.32 c |
FICKO | 22.1 f | 46.7 de | 7.8 c | 24.1 b | 14.8 b | 31.2 a | 11.3 e | 19.8 a | 1.56 e |
KATARINA | 19.5 e | 47.2 e | 7.7 c | 22.9 a | 16.6 c | 33.3 c | 12.5 f | 20.8 b | 1.43 d |
VULKAN | 16.1 b | 45.0 a | 3.7 a | 24.2 b | 17.1 c | 38.9 f | 10.5 cd | 28.4 g | 1.20 a |
SILVIJA | 17.4 c | 46.5 cde | 4.7 b | 23.9 b | 17.9 d | 36.1 de | 10.7 d | 25.4 cd | 1.32 c |
KRALJICA | 21.6 f | 46.1 bcd | 7.5 c | 24.6 bc | 13.9 a | 32.3 b | 11.5 e | 20.9 b | 1.44 d |
TIKA TAKA | 16.6 b | 49.2 f | 4.7 b | 27.1 f | 17.0 c | 34.2 c | 8.6 a | 25.6 cde | 1.44 d |
RENATA | 16.5 b | 45.3 ab | 4.8 b | 25.5 de | 14.9 b | 38.2 f | 11.5 e | 26.7 f | 1.19 a |
SRPANJKA | 18.1 d | 45.7 abc | 4.9 b | 25.3 cd | 15.5 b | 36.2 e | 10.3 bc | 25.9 de | 1.27 b |
OS OLIMPIJA | 12.9 a | 50.7 g | 4.9 b | 29.0 g | 16.8 c | 36.4 e | 10.3 bcd | 26.1 e | 1.40 d |
Mean | 18.0 | 46.8 | 5.5 | 25.3 | 16.0 | 35.2 | 10.7 | 24.5 | 1.35 |
SD | 3.5 | 3.5 | 1.6 | 2.8 | 1.7 | 4.4 | 1.8 | 3.8 | 0.2 |
CV % | 19.4 | 7.5 | 29.1 | 11.1 | 10.6 | 12.5 | 16.8 | 15.5 | 14.3 |
Year (Y) | |||||||||
2017 | 17.2 a | 45.0 a | 5.4 a | 23.8 a | 15.8 a | 37.8 b | 11.6 b | 26.2 b | 1.21 a |
2018 | 18.8 b | 48.6 b | 5.7 b | 26.8 b | 16.2 b | 32.6 a | 9.9 a | 22.8 a | 1.50 b |
DIFF 2018/2017 | +9.3 | +8.0 | +5.6 | +12.6 | +2.5 | −13.8 | −14.7 | −13.0% | +24.0 |
NCON | 18.2 a | 45.7 a | 5.6 a | 24.6 a | 15.5 a | 36.1 b | 11.1 b | 25.0 b | 1.29 a |
NUREA | 17.8 a | 47.9 a | 5.5 a | 26.0 a | 16.4 b | 34.3 a | 10.3 a | 24.0 a | 1.42 b |
DIFF NCON/NUREA | −2.0 | +5.3 | −1.1 | +5.8 | +6.5 | −4.5 | −7.4 | −2.9 | +11.0 |
Mean of square | |||||||||
G | 56.6 * | 42.2 * | 17.8 * | 38.3 * | 12.2 * | 50.6 * | 8.0 * | 66.3 * | 0.1 * |
Y | 64.6 * | 209.0 * | 1.9 * | 182.3 * | 0.0 ns | 506.1 * | 54.0 * | 229.6 * | 1.6 * |
N | 3.6 * | 132.7 * | 0.0 | 44.3 * | 20.7 * | 92.4 * | 16.8 * | 30.3 * | 0.4 * |
G × Y | 25.2 * | 17.8 * | 0.3 * | 7.6 * | 6.3 * | 14.9 * | 2.4 * | 11.0 * | 0.1 * |
G × N | 4.7 * | 12.5 * | 0.8 * | 4.1 * | 4.8 * | 16.8 * | 3.1 * | 9.5 * | 0.0 * |
Y × N | 7.4 * | 24.9 * | 0.2 * | 10.8 * | 0.8 * | 5.2 * | 5.8 * | 0.0 | 0.0 * |
G × Y × N | 8.3 * | 12.2 * | 1.4 * | 1.8 * | 1.9 * | 21.7 * | 3.9 * | 10.3 * | 0.1 * |
CULTIVARS | GY 1 (tha−1) | TKW (g) | HL (kg hL−1) | P (%) | WA (%) | DDT (min) | DS (FU) | E (cm2) | RMAX (EU) | R/EXT | ||||||||||
NCON | NUREA | NCON | NUREA | NCON | NUREA | NCON | NUREA | NCON | NUREA | NCON | NUREA | NCON | NUREA | NCON | NUREA | NCON | NUREA | NCON | NUREA | |
EL NINO | 6.8 b | 6.9 b | 36.9 b | 37.1 b | 80 bc | 80 cde | 11.5 c | 12.6 f | 55.0 bc | 55.6 de | 1.5 abcd | 1.7 cd | 62 cde | 60 cde | 82 cd | 73 abc | 484 h | 386 bc | 3.0 h | 2.1 abc |
FICKO | 8.1 ef | 8.2 fgh | 41.7 e | 44.4 g | 80 edf | 80 fgh | 11.2 ab | 13.7 jk | 55.6 de | 57.4 gh | 1.6 bcd | 4.7 f | 63 cde | 83 gg | 66 a | 61 a | 370 b | 325 a | 2.1 abc | 1.8 a |
KATARINA | 8.2 fgh | 8.3 fghi | 39.5 c | 40.0 c | 80 ghi | 81 hij | 11.2 ab | 12.6 f | 55.1 c | 56.5 f | 1.2 a | 1.5 abcd | 81 fg | 66 de | 69 ab | 83 cd | 408 cd | 412 d | 2.4 cde | 1.9 ab |
VULKAN | 8.0 ef | 8.1 efg | 35.2 a | 37.3 b | 79 b | 80 bcd | 11.3 b | 12.9 g | 53.4 a | 54.6 b | 1.2 ab | 1.6 abcd | 107 j | 52 bc | 106 f | 123 h | 575 kl | 620 l | 2.9 fg | 2.6 defg |
SILVIJA | 8.3 fghi | 8.2 efg | 45.6 h | 45.6 i | 81 jkl | 81 klm | 11.8 d | 13.7 jk | 55.7 de | 57.0 g | 1.4 abc | 1.7 cd | 97 ij | 57 cd | 110 fg | 109 fg | 549 j | 524 i | 2.4 cde | 2.1 abc |
KRALJICA | 8.4 ghi | 8.5 i | 40.6 d | 43.0 g | 81 lm | 82 k | 11.3 b | 13.5 ijk | 55.3 cd | 57.6 h | 4.0 e | 7.1 h | 60 cde | 43 ab | 79 bc | 69 ab | 459 fg | 370 b | 2.6 def | 2.0 abc |
TIKA TAKA | 8.4 ghi | 8.5 hi | 45.6 h | 45.6 h | 79 a | 79 a | 11.7 cd | 13.2 h | 55.8 e | 57.5 h | 1.4 abc | 1.6 abcd | 83 fgh | 70 ef | 99 ef | 92 de | 553 kl | 441 ef | 2.9 fg | 2.0 abc |
RENATA | 7.6 c | 7.7 cd | 44.3 f | 46.4 i | 81 ijkl | 81 jkl | 11.1 a | 13.4 i | 56.0 e | 57.2 gh | 1.3 abc | 1.7 cd | 102 ij | 68 de | 106 f | 102 ef | 565 kl | 469 gh | 2.7 efg | 1.8 a |
SRPANJKA | 7.9 de | 8.0 ef | 36.9 b | 37.1 b | 81 ijkl | 81 jklm | 11.1 a | 12.2 e | 55.0 bc | 55.7 de | 1.2 a | 1.4 abc | 125 k | 94 hi | 72 abc | 103 ef | 426 de | 514 i | 2.7 efg | 2.3 bcd |
OS OLIMPIJA | 6.3 a | 6.4 a | 42.6 g | 44.0 g | 81 mn | 82 nk | 11.6 c | 15.8 l | 55.9 e | 58.2 i | 1.9 d | 6.3 g | 38 a | 38 a | 138 i | 119 gh | 683 m | 512 i | 2.5 de | 1.8 a |
CULTIVARS | AG (%) | GLI (%) | GLU (%) | GLI/GLU | ||||||||||||||||
T GLI | ω-GLI | α-GLI | γ-GLI | T GLU | HMW-GS | LMW-GS | ||||||||||||||
NCON | NUREA | NCON | NUREA | NCON | NUREA | NCON | NUREA | NCON | NUREA | NCON | NUREA | NCON | NUREA | NCON | NUREA | NCON | NUREA | |||
EL NINO | 18.5 fg | 19.6 hi | 45.3 cd | 46.1 de | 4.4 bc | 4.7 cdef | 26.2 hi | 26.1 ghi | 14.8 bcd | 15.2 bcde | 36.1 hij | 34.3 defg | 11.4 ef | 8.6 a | 24.7 c | 25.6 cdef | 1.28 cde | 1.35 efgh | ||
FICKO | 23.6 l | 20.6 ij | 46.3 de | 47.2 ef | 7.7 hi | 7.9 i | 23.4 bc | 24.7 def | 15.1 bcde | 14.5 bc | 30.1 a | 32.2 bc | 11.5 ef | 11.1 de | 18.5 a | 21.1 b | 1.55 lm | 1.58 m | ||
KATARINA | 19.6 hi | 19.3 gh | 47.2 ef | 47.2 ef | 8.3 i | 7.1 gh | 22.4 ab | 23.3 bc | 16.5 fgh | 16.8 ghi | 33.2 cde | 33.5 cdef | 12.3 gh | 12.7 h | 20.9 b | 20.7 b | 1.43 jk | 1.42 hij | ||
VULKAN | 15.7 bc | 16.5 cd | 40.9 a | 49.0 gf | 3.8 ab | 3.5 a | 21.8 a | 26.5 hi | 15.3 bcde | 19.0 k | 43.4 l | 34.4 efg | 12.2 gh | 8.8 a | 31.2 h | 25.6 cdef | 0.97 a | 1.43 ij | ||
SILVIJA | 16.7 cd | 18.1 f | 46.0 cde | 47.0 ef | 4.6 cdef | 4.7 cdef | 23.7 cd | 24.1 cde | 17.7 ij | 18.1 jk | 37.3 j | 34.9 fgh | 11.3 e | 10.2 b | 26.1 def | 24.7 c | 1.24 cd | 1.40 hij | ||
KRALJICA | 22.0 k | 21.1 jk | 44.8 c | 47.3 ef | 8.0 i | 7.0 g | 24.4 cde | 24.8 def | 12.4 a | 15.5 cdef | 33.1 cde | 31.6 ab | 12.0 fg | 10.9 cde | 21.1 b | 20.7 b | 1.37 ghij | 1.50 kl | ||
TIKA TAKA | 16.2 cd | 17.0 de | 48.2 fg | 50.2 hi | 4.6 cdf | 4.8 cdef | 27.0 hi | 27.3 ij | 16.6 fghi | 17.3 hij | 35.6 ghi | 32.9 bcd | 8.9 a | 8.3 a | 26.7 f | 24.6 c | 1.36 fghi | 1.53 lm | ||
RENATA | 18.1 ef | 15.0 b | 42.6 b | 48.0 fg | 4.5 cd | 5.1 ef | 23.9 cde | 27.2 ij | 14.2 b | 15.6 cdef | 39.4 k | 37.1 ijk | 11.4 ef | 11.5 ef | 27.9 g | 25.5 cde | 1.09 b | 1.30 cdef | ||
SRPANJKA | 18.3 fg | 17.9 ef | 44.8 c | 46.6 ef | 5.0 def | 4.7 cdef | 24.9 efg | 25.7 fgh | 14.9 bcd | 16.1 efg | 36.9 ijk | 35.6 ghi | 10.4 bc | 10.2 b | 26.5 ef | 25.4 cd | 1.23 c | 1.31 defg | ||
OS OLIMPIJA | 13.3 a | 12.5 a | 50.5 i | 50.8 i | 4.5 cde | 5.2 f | 28.3 j | 29.7 k | 17.7 hij | 15.9 defg | 36.1 hij | 36.7 ijk | 10.1 b | 10.6 bcd | 26.1 def | 26.1 def | 1.41 hij | 1.39 hij |
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Horvat, D.; Dvojković, K.; Novoselović, D.; Tucak, M.; Andrić, L.; Magdić, D.; Drezner, G. Response of Wheat Yield and Protein-Related Quality on Late-Season Urea Application. Agronomy 2022, 12, 886. https://doi.org/10.3390/agronomy12040886
Horvat D, Dvojković K, Novoselović D, Tucak M, Andrić L, Magdić D, Drezner G. Response of Wheat Yield and Protein-Related Quality on Late-Season Urea Application. Agronomy. 2022; 12(4):886. https://doi.org/10.3390/agronomy12040886
Chicago/Turabian StyleHorvat, Daniela, Krešimir Dvojković, Dario Novoselović, Marijana Tucak, Luka Andrić, Damir Magdić, and Georg Drezner. 2022. "Response of Wheat Yield and Protein-Related Quality on Late-Season Urea Application" Agronomy 12, no. 4: 886. https://doi.org/10.3390/agronomy12040886
APA StyleHorvat, D., Dvojković, K., Novoselović, D., Tucak, M., Andrić, L., Magdić, D., & Drezner, G. (2022). Response of Wheat Yield and Protein-Related Quality on Late-Season Urea Application. Agronomy, 12(4), 886. https://doi.org/10.3390/agronomy12040886