| Literature DB >> 36061769 |
Dalia Abdel-Fattah H Selim1, Muhammad Zayed2, Maha M E Ali3, Heba S Eldesouky4, Mercedes Bonfill5, Amira M El-Tahan6, Omar M Ibrahim6, Mohamed T El-Saadony7, Khaled A El-Tarabily8,9,10, Synan F AbuQamar8, Samira Elokkiah11.
Abstract
Salinity is an abiotic stress that reduces the seed germination and productivity of wheat. The objective of this study was to assess the impact of irrigation with magnetically treated seawater on the germination, growth, certain physiological and anatomical parameters, and production attributes of wheat (Triticum aestivum L.) cv. Sakha 93 plants. Experiments were conducted in the Experimental Farm of the Faculty of Agriculture, Menoufia University, Egypt, during two consecutive winter seasons. Pot experiments involved ten treatments with non-magnetized and magnetized water with various degrees of salinity. Plant samples were taken 95 days after sowing. Irrigation with magnetically treated seawater was found to have beneficial effects on plant growth, water relations, biochemical characteristics, and yield components compared with untreated plants. The germination of wheat seeds increased 13% when treated with magnetic seawater. On the yield scale, the spike length was increased by 40% in season one, and 82% in season two when compared to the control, while the weight of 100 grains increased by 148% and 171%, in each season, respectively, when treated with magnetic water. The anatomical leaf and stem parameters of the plants were markedly improved by watering with magnetically treated seawater at 10 dS m-1 compared to the control. However, the leaf water deficit, transpiration rate, and abscisic acid content in the plant shoots decreased significantly (p < 0.05). The use of magnetically treated seawater of up to 7.5 dS m-1, instead of tap water, is recommended due to benefits to germination and seedling parameters, growth, yield, and physiological, chemical, and anatomical characteristics. In conclusion, magnetic treatment of seawater improved germination performance, growth, and yield of wheat under saline conditions.Entities:
Keywords: chemical constituents; growth; leaf blade and stem structure; magnetic field; seawater; water relations
Year: 2022 PMID: 36061769 PMCID: PMC9431559 DOI: 10.3389/fpls.2022.923872
Source DB: PubMed Journal: Front Plant Sci ISSN: 1664-462X Impact factor: 6.627
Effect of seawater stress levels, magnetic treatments on germination, and seedling characters of wheat grains.
| Magnetic treatment | (dS m−1) | Germination (%) | MGT (days) | GI | CV | (FW g 10 seedlings−1) | (DW; g 10 seedlings−1) | RL (cm) | PL (cm) | VI |
|---|---|---|---|---|---|---|---|---|---|---|
| No magnetic | Control | 90.00bc | 4.38a | 16.84ab | 54.11c | 2.82ab | 0.284a | 12.91bc | 14.19ab | 24.42c |
| 5 | 83.33de | 4.64a | 12.44d | 34.72e | 2.78ab | 0.248a | 11.35cd | 14.64a | 21.50d | |
| 7.5 | 80.00bc | 4.56a | 12.15d | 32.44ef | 2.55ab | 0.283a | 9.57de | 12.92abc | 17.99ef | |
| 10 | 80.00ef | 4.64a | 12.08d | 33.11ef | 2.59ab | 0.281a | 7.83ef | 13.62abc | 17.15f | |
| 12.5 | 76.67f | 4.59a | 11.93d | 30.72f | 1.78b | 0.226a | 6.89f | 11.71c | 14.30g | |
| Magnetic water | Control | 96.67a | 4.29a | 19.03a | 65.72a | 3.07a | 0.304a | 15.43a | 14.30ab | 28.63a |
| 5 | 90.00bc | 4.26a | 18.24a | 59.00b | 2.84ab | 0.287a | 14.67ab | 14.88a | 26.60b | |
| 7.5 | 93.33ab | 4.31a | 18.11a | 59.72b | 2.88a | 0.286a | 11.03cd | 14.20ab | 23.52c | |
| 10 | 83.33de | 4.42a | 15.22bc | 45.03d | 2.68ab | 0.288a | 9.10def | 13.82abc | 19.07e | |
| 12.5 | 86.67cd | 4.47a | 14.57c | 43.79d | 2.08ab | 0.238a | 7.49ef | 11.98bc | 16.88f |
Values followed by different letters within a column are significantly different (p < 0.05) according to Duncan’s new multiple range test. MGT, mean germination time; GI, germination index; CV, coefficient of velocity; FW, fresh weight; DW, dry weight; RL, radicle length; PL, plumule length; and VI, vigor index.
Effect of seawater stress levels, magnetic treatment on some vegetative growth characters of wheat plants during the first and second growing seasons.
| Characteristic magnetic treatment | RL (cm) | PH (cm) | Number of leaves plant−1 | DW (g plant−1) | S/R ratio | LA (cm2 plant−1) | LAI | FLL (cm) | FLW (cm) | FLFW (g plant−1) | FLDW (g plant−1) | FLA (cm2) | |||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Treatment | dS m−1 | R | S | W | |||||||||||
| First season | |||||||||||||||
| No magnetic | Control | 4.83b | 49.00a | 7.00ab | 0.020cd | 0.472de | 0.492de | 23.18ab | 153.17ef | 1.219de | 12.67cd | 0.900ef | 0.253abc | 0.080cd | 8.30d |
| 5 | 5.67b | 48.17ab | 6.00bc | 0.020cd | 0.435de | 0.455de | 21.75abc | 148.96f | 1.186def | 12.33d | 1.033cd | 0.207bcd | 0.070cd | 9.58c | |
| 7.5 | 5.00b | 43.50c | 6.00bc | 0.017d | 0.377ef | 0.393ef | 22.89ab | 141.95g | 1.130efg | 12.33d | 0.833f | 0.180cd | 0.078cd | 7.30d | |
| 10 | 3.83c | 43.00c | 5.67c | 0.014d | 0.337f | 0.351f | 24.06ab | 137.10gh | 1.092fg | 11.67d | 0.833f | 0.217bc | 0.063d | 7.93d | |
| 12.5 | 3.67c | 32.67e | 5.33c | 0.015d | 0.317f | 0.331f | 22.50a | 134.91h | 1.074g | 8.67e | 0.700g | 0.105d | 0.055e | 4.60e | |
| Magnetic water | Control | 6.83a | 49.17a | 7.33a | 0.047a | 1.040a | 1.087a | 22.03abc | 220.83a | 1.758a | 15.33a | 1.167ab | 0.303ab | 0.142a | 12.30b |
| 5 | 7.00a | 48.33ab | 7.33a | 0.040ab | 0.868b | 0.908b | 22.51abc | 200.48b | 1.596b | 15.67a | 1.233a | 0.338a | 0.152a | 14.38a | |
| 7.5 | 5.83b | 45.67ab | 7.67a | 0.037b | 0.800b | 0.836b | 22.49abc | 192.30c | 1.531b | 14.00b | 1.167ab | 0.267abc | 0.127b | 12.35b | |
| 10 | 5.17b | 44.00bc | 6.00bc | 0.029c | 0.610c | 0.639c | 21.33bc | 169.87d | 1.352c | 14.00b | 0.967de | 0.207bcd | 0.078c | 11.08b | |
| 12.5 | 5.33b | 38.67d | 6.00bc | 0.025cd | 0.487d | 0.511d | 20.19c | 155.36e | 1.237d | 13.67bc | 1.100bc | 0.203bcd | 0.072cd | 11.35b | |
| Second season | |||||||||||||||
| No magnetic | Control | 4.50cd | 48.83a | 7.33ab | 0.020c | 0.515e | 0.535f | 25.35a | 158.09f | 1.259f | 14.33ab | 0.933bc | 0.253abc | 0.080b | 9.98c |
| 5 | 5.00bcd | 47.33a | 6.00c | 0.019c | 0.472e | 0.491f | 24.38ab | 153.05g | 1.219f | 12.00def | 0.933bc | 0.207bcd | 0.077bc | 8.43de | |
| 7.5 | 5.00bcd | 43.67b | 6.33bc | 0.018c | 0.437e | 0.455f | 24.72ab | 148.92h | 1.186f | 11.67ef | 0.833cd | 0.180cd | 0.070cd | 7.30ef | |
| 10 | 4.00d | 43.00b | 6.33bc | 0.015c | 0.315f | 0.330g | 22.53cd | 134.76i | 1.073g | 11.00f | 0.800d | 0.163cd | 0.067cd | 6.63cd | |
| 12.5 | 4.00d | 34.00d | 5.33c | 0.013c | 0.262f | 0.274g | 20.88de | 128.43j | 1.023g | 8.67g | 0.700e | 0.105d | 0.047e | 4.60cd | |
| Magnetic water | Control | 6.67a | 49.33a | 7.67a | 0.043b | 1.093a | 1.136a | 25.51a | 226.39a | 1.803a | 15.00a | 1.167a | 0.320a | 0.113a | 13.18ab |
| 5 | 7.00a | 49.00a | 7.33ab | 0.065a | 0.960b | 1.024b | 25.67a | 213.65b | 1.701b | 15.00a | 1.233a | 0.319ab | 0.112a | 13.78a | |
| 7.5 | 5.33bc | 46.33ab | 8.00a | 0.045b | 0.875b | 0.920c | 23.12bc | 201.77c | 1.606c | 13.67bc | 1.167a | 0.267abc | 0.098a | 12.05b | |
| 10 | 5.33bc | 43.33b | 6.00c | 0.037b | 0.727c | 0.764d | 20.49e | 184.04d | 1.465d | 13.00cd | 0.967b | 0.207bcd | 0.065d | 9.45cd | |
| 12.5 | 6.00ab | 39.00c | 6.00c | 0.034b | 0.617d | 0.651e | 18.13f | 171.24e | 1.363e | 12.67cde | 0.933bc | 0.203cd | 0.063d | 8.85cd | |
Values followed by different letters within a column are significantly different (p < 0.05) according to Duncan’s new multiple range test. RL, root length; PH, plant height; DW, dry weight; R, root; S, shoot; W, whole; LA, leaf area; LAI, leaf area index; FLL, flag leaf length; FLW, flag leaf width; FLFW, flag leaf fresh weight; FLDW, flag leaf dry weight; and FLA, flag leaf area.
Effect of seawater stress levels, magnetic treatment on water relation in leaves of wheat plants during the first and second growing seasons.
| Characters treatments | TWC (%) | RWC (%) | LWD (%) | Osmotic pressure (atm) | TR (mg cm−2 h−1) | MI (%) | |
|---|---|---|---|---|---|---|---|
| Magnetic treatments | dS m−1 | ||||||
| First season | |||||||
| No magnetic | Control | 71.56bc | 49.78c | 50.22e | 7.71a | 1.139a | 22.06g |
| 5 | 71.41bc | 35.72f | 64.28b | 7.89a | 1.044a | 26.19ef | |
| 7.5 | 68.53cd | 44.66d | 55.34d | 8.00a | 0.893b | 27.90b | |
| 10 | 69.11cd | 33.89fg | 66.11ab | 8.15a | 0.870b | 39.58b | |
| 12.5 | 66.51d | 31.43g | 68.57a | 8.26a | 0.834bc | 41.30b | |
| Magnetic water | Control | 76.44a | 54.55ab | 45.45fg | 7.89a | 0.903b | 25.43f |
| 5 | 72.88b | 56.64a | 43.36g | 8.11a | 0.879b | 30.34d | |
| 7.5 | 69.06d | 52.23bc | 47.77ef | 8.33a | 0.858b | 35.16c | |
| 10 | 69.98cd | 34.72f | 65.28b | 8.44a | 0.752c | 40.00b | |
| 12.5 | 68.50cd | 39.03e | 60.97c | 8.55a | 0.750c | 43.72a | |
| Second season | |||||||
| No magnetic | Control | 79.37a | 59.46c | 40.54e | 7.60a | 1.122a | 15.54g |
| 5 | 77.38ab | 41.27e | 58.73c | 7.64a | 1.054ab | 23.12e | |
| 7.5 | 73.08c | 59.42c | 40.59e | 7.86a | 0.932cd | 26.89d | |
| 10 | 68.90d | 35.51f | 64.49b | 7.89a | 0.882d | 34.01c | |
| 12.5 | 60.00e | 21.34g | 78.66a | 8.07a | 0.782e | 34.78c | |
| Magnetic water | Control | 81.42a | 59.86c | 40.15e | 6.49b | 0.991bc | 20.90f |
| 5 | 78.53a | 65.83b | 34.17f | 7.89a | 0.909cd | 32.84c | |
| 7.5 | 78.01a | 89.40a | 30.60g | 8.04a | 0.890cd | 45.48a | |
| 10 | 73.70bc | 43.17e | 56.83c | 8.11a | 0.743ef | 44.54a | |
| 12.5 | 71.29cd | 46.76d | 53.24d | 8.18a | 0.646f | 39.26b | |
Values followed by different letters within a column are significantly different (p < 0.05) according to Duncan’s new multiple range test. TWC, total water content; RWC, relative water content; LWD, leaf water deficit; TR, transpiration rate; and MI, membrane integrity.
Effect of seawater stress levels, magnetic treatment on some chemical constituents in shoot and grains of wheat plants during the second growing season.
| Characters treatments | Shoot | Grains | |||||||
|---|---|---|---|---|---|---|---|---|---|
| TSS | FAA | Pro | Enzymes activity | TSS | FAA | Pro | |||
| Phenoloxidase | Peroxidase | ||||||||
| Magnetic treatments | dS m−1 | mg g DW−1 | μmol g FW−1 | OD g FW−1 | mg g DW−1 | μmol g FW−1 | |||
| No magnetic | Control | 242.19f | 97.20d | 1.45f | 0.65cde | 0.45f | 369.12c | 88.78f | 0.36h |
| 5 | 234.38g | 97.20d | 2.91de | 0.74c | 0.68e | 334.38e | 102.20e | 1.02f | |
| 7.5 | 203.13h | 113.40bc | 3.34de | 0.61de | 0.54f | 318.11f | 103.40e | 1.23e | |
| 10 | 187.5i | 102.60d | 3.78d | 0.59de | 0.50f | 251.10i | 112.60d | 1.45d | |
| 12.5 | 156.25j | 108.00c | 5.08c | 0.58e | 0.90d | 236.29j | 110.09d | 2.25c | |
| Magnetic water | Control | 390.63a | 113.40bc | 2.62e | 0.68cd | 0.95d | 412.73a | 153.40a | 0.80g |
| 5 | 312.50b | 113.40bc | 3.63d | 1.01a | 1.71a | 400.50b | 141.40c | 1.45d | |
| 7.5 | 281.25c | 118.80ab | 5.23c | 0.86b | 1.26b | 351.25d | 146.50b | 2.18c | |
| 10 | 272.42d | 124.20a | 7.70b | 0.72c | 0.99d | 293.49h | 138.40c | 3.12b | |
| 12.5 | 256.94e | 118.80ab | 9.15a | 0.72c | 1.13c | 302.81g | 148.80b | 3.63a | |
Values followed by different letters within a column are significantly different (p < 0.05) according to Duncan’s new multiple range test. TSS, total soluble sugars; FAA, free amino acids; Pro, proline; DW, dry weight; and FW, fresh weight.
Effect of seawater stress levels, magnetic treatment on the concentrations of some elements in different organs of wheat plants during the second growing season.
| Characters treatments | Root | Shoot | Grains | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| N | P | K | Cl | Na | Fe | N | P | K | Cl | Na | Fe | N | P | K | Cl | Na | ||
| Magnetic treatments | dS m−1 | (%) | (%) | (%) | (ppm) | (ppm) | (ppm) | (%) | (%) | (%) | (ppm) | (ppm) | (ppm) | (%) | (%) | (%) | (ppm) | (ppm) |
| No magnetic | Control | 2.312b | 0.163a | 2.653abcd | 3.053f | 1.418g | 310.20b | 2.604ab | 0.250ab | 3.511b | 2.272de | 0.409bc | 351.00c | 2.520e | 0.483b | 0.729bc | 0.639cd | 0.172a |
| 5 | 2.100b | 0.154a | 2.229bcd | 3.408e | 1.518f | 284.80d | 2.436b | 0.218ab | 3.301cd | 2.769cde | 0.377cd | 321.00e | 2.520e | 0.455bc | 0.733bc | 0.675c | 0.183a | |
| 7.5 | 1.977b | 0.150a | 1.786cd | 3.692d | 2.130c | 230.80g | 2.294b | 0.213ab | 3.200d | 3.053bcd | 0.583a | 274.20g | 2.272f | 0.429bc | 0.694c | 0.710c | 0.192a | |
| 10 | 2.040b | 0.148a | 1.707d | 4.402b | 2.283b | 185.34i | 2.152b | 0.199ab | 3.057e | 3.692bc | 0.583a | 207.20h | 2.040g | 0.378c | 0.686c | 0.852b | 0.197a | |
| 12.5 | 1.004c | 0.141a | 1.662d | 5.183a | 2.507a | 170.00j | 2.100b | 0.182b | 3.043e | 5.112a | 0.583a | 108.40i | 1.904h | 0.356c | 0.562d | 0.994a | 0.200a | |
| Magnetic water | Control | 3.876a | 0.221a | 3.391a | 2.272i | 1.076h | 365.22a | 3.528a | 0.304a | 3.692a | 1.988e | 0.216e | 376.80a | 3.024b | 0.611a | 0.822a | 0.497e | 0.115a |
| 5 | 2.407b | 0.193a | 3.043ab | 2.485h | 1.352g | 291.02c | 2.688ab | 0.228ab | 3.482b | 2.272de | 0.309d | 361.00b | 3.192a | 0.497b | 0.793ab | 0.568de | 0.133a | |
| 7.5 | 2.342b | 0.184a | 2.818abc | 2.840g | 1.536f | 266.82e | 2.468b | 0.241ab | 3.300c | 2.698cde | 0.425bc | 342.20d | 2.772d | 0.606a | 0.772abc | 0.639cd | 0.138a | |
| 10 | 2.309b | 0.180a | 2.385abcd | 3.621d | 1.783e | 239.02f | 2.352b | 0.233ab | 3.271cd | 3.053bcd | 0.471b | 321.60e | 2.940bc | 0.530ab | 0.762abc | 0.710c | 0.152a | |
| 12.5 | 2.105b | 0.188a | 2.026bcd | 4.189c | 1.907d | 211.22h | 2.290b | 0.221ab | 3.229cd | 3.834b | 0.469b | 300.20f | 2.856cd | 0.442bc | 0.702bc | 0.923ab | 0.157a | |
Values followed by different letters within a column are significantly different (p < 0.05) according to Duncan’s new multiple range test.
Effect of seawater stress levels, magnetic treatment on concentration of plant phytohormones in the shoot of wheat plants during the second growing season.
| Characters treatments | IAA | CK | GA3 | ABA | Activators/inhibitors ratio | |
|---|---|---|---|---|---|---|
| Magnetic treatments | dS m−1 | (μg 100 g FW−1) | (mg 100 g FW−1) | |||
| No magnetic | Control | 897.38a | 338.7b | 29.68c | 2.55b | 12.124c |
| 10 | 643.39b | 272.99b | 25.53c | 4.85a | 5.453d | |
| Magnetic water | Control | 958.2a | 443.56a | 64.78a | 1.20c | 55.151a |
| 10 | 683.31b | 442.59a | 54.51b | 1.50bc | 37.091b | |
Values followed by different letters within a column are significantly different (p < 0.05) according to Duncan’s new multiple range test. IAA, indole acetic acid; CKs, cytokinins; GA3, gibberellic acid; ABA, abscisic acid; and FW, fresh weight.
Effect of seawater stress levels, magnetic treatment, and their interactions on yield attributes of wheat plants during the first and second growing seasons.
| Characters treatments | SpL (cm) | SpW (g plant−1) | GNSp | Grains weight (g plant−1) | GI (g) | Straw weight (g plant−1) | |
|---|---|---|---|---|---|---|---|
| Magnetic treatments | dS m−1 | ||||||
| First season | |||||||
| No magnetic | Control | 6.40ab | 0.320cd | 8.75cd | 0.352c | 2.500b | 0.409b |
| 5 | 5.80ab | 0.290d | 6.25ef | 0.180g | 1.500c | 0.335d | |
| 7.5 | 5.80ab | 0.270d | 5.00f | 0.053h | 1.100d | 0.336d | |
| 10 | 5.70ab | 0.270d | 4.75f | 0.040i | 0.750f | 0.323d | |
| 12.5 | 4.00c | 0.130e | 3.00g | 0.031j | 0.375g | 0.271f | |
| Magnetic water | Control | 7.00a | 0.460a | 12.25a | 0.560a | 3.500a | 0.471a |
| 5 | 6.80ab | 0.430ab | 10.75ab | 0.398b | 2.500b | 0.365c | |
| 7.5 | 6.90ab | 0.380abc | 9.75bc | 0.340d | 1.500c | 0.361c | |
| 10 | 6.60ab | 0.350bcd | 7.50ed | 0.315e | 1.025d | 0.357c | |
| 12.5 | 5.60b | 0.290d | 5.50f | 0.300f | 0.925e | 0.307e | |
| Second season | |||||||
| No magnetic | Control | 10.50bc | 0.384cd | 13.40c | 0.285de | 2.132bc | 1.307cd |
| 5 | 10.70bc | 0.341ef | 10.80d | 0.221ef | 2.070bc | 1.016ef | |
| 7.5 | 10.30c | 0.381fg | 11.60d | 0.201f | 1.975c | 0.819fg | |
| 10 | 9.10d | 0.323h | 8.40e | 0.151fg | 1.962c | 0.444h | |
| 12.5 | 9.00d | 0.168g | 4.80g | 0.090g | 1.923c | 0.714g | |
| Magnetic water | Control | 13.60a | 1.207a | 27.00a | 1.013a | 3.018a | 2.900a |
| 5 | 11.50b | 0.710b | 19.60b | 0.683b | 2.856a | 2.061b | |
| 7.5 | 10.70bc | 0.772c | 18.80b | 0.518c | 2.792a | 1.495c | |
| 10 | 10.50bc | 0.579de | 13.20c | 0.366d | 2.713ab | 1.100de | |
| 12.5 | 10.20c | 0.256de | 6.40f | 0.164fg | 2.531abc | 1.140de | |
Values followed by different letters within a column are significantly different (p < 0.05) according to Duncan’s new multiple range test. SpL, spike length; SpW, spike weight; GNSp, grains number spike−1; and GW, 100 grains weight.
Effect of seawater stress levels, magnetic treatment on some anatomical parameters in flag leaf and stem of wheat plants during the second growing season.
| Treatments characters | 0.40 dS m−1 (Control) | 10 dS m−1 | |||||||
|---|---|---|---|---|---|---|---|---|---|
| No magnetic | Magnetic water | ±% to control | No magnetic | ±% to control | Magnetic water | ±% to control | ±% to (10 dS m−1) | ||
| Flag leaf | Lamina thickness (μm) | 170ab | 200a | +18 | 120c | −29 | 140bc | −18 | +17 |
| Midrib thickness (μm) | 340b | 420a | +24 | 200d | −41 | 280c | −18 | +40 | |
| Midvein bundle dimensions (μm) | 120.7b | 154.5a | +28 | 107.9b | −11 | 116.2b | −4 | +8 | |
| Metaxylem vessel diameter (μm) | 29.6b | 47.4a | +60 | 16.6c | −44 | 33.2b | +12 | +100 | |
| Stem | Stem diameter (mm) | 2.80ab | 3.22a | +15 | 1.68b | −39 | 1.96b | −30 | +15 |
| Stem cavity diameter (mm) | 149a | 2.48b | +66 | 0.94b | −40 | 1.24b | −17 | +38 | |
| Number of vascular bundle cross section−1 | 56ab | 69a | +23 | 38b | −32 | 49b | −13 | +29 | |
| Vascular bundle thickness (μm) | 100.2c | 175.8a | +75 | 88.0c | −12 | 122.2b | +22 | +39 | |
| Metaxylem vessel diameter (μm) | 23.5c | 45.6a | +94 | 18.5c | −21 | 32.0b | +36 | +73 | |
Values followed by different letters within a column are significantly different (p < 0.05) according to Duncan’s new multiple range test.
Figure 1Transverse cross sections of the marginal part of the flag leaf blade at the main stem of wheat cv. Sakha 93 at the heading stage (X 300). (A) Control (from plants irrigated with normal tap water); (B) magnetic treatment (from plants irrigated with magnetized water); (C) seawater treatment (from plants irrigated with seawater at 10 dS m−1 level); (D) magnetic seawater treatment (from plants irrigated with magnetized seawater at 10 dS m−1 level).
Figure 2Transverse cross sections of the main stem of wheat cv. Sakha 93 at the heading stage (X 300). (A) Control (from plants irrigated with normal tap water); (B) magnetic treatment (from plants irrigated with magnetized water); (C) seawater treatment (from plants irrigated with seawater at 10 dS m−1 level); (D) magnetic seawater treatment (from plants irrigated with magnetized seawater at 10 dS m−1 level).
Figure 3Path diagram showing the direct and indirect effects on wheat grain yield.
Figure 4Heatmap of the relationship between the treatments and related parameters. The relationship between the treatments and the studied (A) traits and (B) nutrients. TSS, total soluble sugars; GWP, grain yield/plant; FAA, free amino acids.