Abstract
The current decline in freshwater resources presents a significant global challenge to crop production, a situation expected to intensify with ongoing climate change. This underscores the need for extensive research to enhance crop yields under drought conditions, a priority for scientists given its vital role in global food security. Our study explores the effects of using humic and chitosan treatments to alleviate drought stress during critical growth phases and their impact on crop yield and water efficiency. We employed four different irrigation strategies: full irrigation, 70% irrigation at the early vine development stage, 70% irrigation during the storage root bulking stage, and 85% irrigation across both stages, complemented by full irrigation in other periods. The plants received either humic treatments through foliar spray or soil application, or chitosan foliar applications, with tap water serving as a control. Our findings highlight that the early vine development stage is particularly vulnerable to drought, with a 42.0% decrease in yield observed under such conditions. In normal growth scenarios, foliar application of humic substances significantly improved growth parameters, resulting in a substantial increase in yield and water efficiency by 66.9% and 68.4%, respectively, compared to the control treatment under full irrigation. For sweet potatoes irrigated with 70% water at the storage root bulking stage, ground application of humic substances outperformed both foliar applications of chitosan and humic in terms of yield results. The highest tuber yield and water efficiency were attained by combining chitosan and humic ground applications, regardless of whether 70% irrigation was used at the storage root bulking stage or 85% irrigation during both the early vine development and storage root bulking stages.
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Introduction
In recent years, while the global population has doubled, this increase has not been matched by a corresponding growth in crop production, leading to frequent food shortages, especially in less developed countries. This disparity highlights the urgent need to identify crops that contribute to food security, particularly those adaptable to diverse ecological environments1. Sweet potato (Ipomoea batatas L.) stands out as a promising option in this regard due to its rich nutritional profile, including carbohydrates and vitamin A, which are crucial in combating malnutrition2. Cultivating sweet potatoes in new, dry-climate regions requires efficient fertilization management, as inadequate nutrient supply can significantly reduce yield3,4.
Furthermore, agricultural production is affected by various factors, among which drought is a major challenge, severely impacting global crop production5. Climate change has intensified drought conditions, increasing their frequency and severity6, with varying effects on crops depending on factors like crop type, drought severity, timing, soil fertility, irrigation management, and other agricultural practices7,8,9,10,11,12.
The growth stages of the sweet potato plant can be divided into four: seedling, fibrous root system establishment, early vine development, and storage root bulking13. Research on the drought sensitivity of sweet potatoes is somewhat limited, especially in arid regions. While sweet potatoes are generally tolerant to prolonged drought, they are particularly susceptible during the establishment stage. If drought occurs within the first six weeks after transplanting, it can significantly reduce yield14,15,16. Studies by Zhang et al17, and Wang et al18, have emphasized the importance of avoiding drought stress during the early growth stages of sweet potatoes. Placide et al19, Kivuva et al20. found that the plants are sensitive to water shortage at the storage root initiation stage. According to Saraswati21, maintaining soil moisture above the wilting point throughout the season is vital for the development of storage roots.
Drought not only affects nutrient availability in the soil by altering their mineralization but also impacts the physiological processes within the plant, influencing nutrient absorption and transfer22,23,24. Jarzyniak & Jasiński25, Hussain et al26, and Nieves-Cordones et al27. attribute this to the reduction in transpiration rates and active transporters, leading to decreased root absorption power and nutrient uptake. In response to drought, plants have developed two primary mechanisms: avoidance and resistance. Avoidance strategies include changes in root and shoot structures, plant growth, and alterations in carbon and nitrogen metabolism. Resistance is often marked by the accumulation of compounds like osmolytes and proteinase inhibitors, which protect plant cells under low water conditions8.
Given these challenges, providing appropriate supplements like humic and chitosan can enhance drought resilience, thereby improving crop productivity and contributing to global food security. Humic substances, resulting from the decomposition of plant and animal matter, improve nutrient availability, membrane permeability, enzyme and hormone activity, and water retention, positively affecting plant metabolism and yield28,29,30,31,32,33,34,35,36.
Chitosan applications on crops have been shown to reduce leaf transpiration and improve growth under stress, increasing water absorption and nutrient availability37,38,39,40,41. However, the exact mechanisms of chitosan in mitigating adverse conditions are not fully understood42.
This study aims to explore the effects of drought on sweet potato growth and yield under various drought conditions, focusing on stages most sensitive to water shortages. It evaluates the effectiveness of applying humic and chitosan, both individually and in combination, to alleviate drought stress. The study also assesses the impact of these treatments on yield, yield quality, and irrigation water efficiency. This research will provide valuable insights into the role of organic fertilizers in sweet potato productivity and nutrition, offering a theoretical basis for optimal irrigation and fertilization strategies during critical drought stages.
Materials and methods
Study site
The experiment was carried out during the summer of 2021 and 2022 growing seasons at the experimental farm of water studies and research complex station, National Water Research Center, Toshka, Egypt, which is located at latitude 22°, 24`0.11` N longitude 31°,35`0.43` E and at an altitude of 188 m.
The experimental site is located in southern Egypt and is characterized by a hot and dry summer, a mild winter, and a scarcity of rainfall. Table 1 presents the monthly relative humidity, maximum and minimum temperature, and wind speed in the area during the growing seasons. The main source of irrigation water is groundwater through a well that was dug in the studied area. Table 2 presented ground water chemical properties at the experimental site during (2020–2021) seasons. The physical and chemical properties for the soil are presented in Table 3. All physical and chemical properties of the soil are estimated by following standardized methods of43,44. Where, 1.0 g of processed soil sample was weighed and transfer quantitatively into 500 mL Kjeldahl flask. Then (1 g CuSO4, 10 g K2SO4 and 30 mL Con. H2SO4) was added and stirred well, then nitrogen (N) content was estimated by the Kjeldahl method, as outlined by43. Additionally, 1 g of the soil sample was air-dried, sieved (< 2 mm) then added to 10 mL of 0.025 M HCl and 0.03 M NH4F and extracted the solution. For 10 min at 2000 rpm, the suspension was centrifuged and filtered. Then by colorimeter methods using a spectrophotometer, the available phosphorous (P) in the filtered extract was then analyzed by measuring absorbance at 660 nm wavelength. On the other hand, 5 g of the soil sample was digested and mineralized with 10 mL mixture of concentrated nitric-perchloric solution for nutrient determination. Then, potassium (K), calcium (Ca), and magnesium (Mg) contents were determined in the previous solution using an atomic absorption spectrophotometer. The sodium (Na) was estimated via flame photometer, while {iron (Fe), manganese (Mn), zinc (Zn), and copper (Cu)} were measured by using atomic absorption spectroscopy. Sulfate anions (SO4) were determined by turbidimetric methods using a spectrophotometer at 470-nm wavelength. Bicarbonate anion (HCO3) was determined soon after preparing extracts by titration with 0.01 N H2SO4, while soluble chloride (Cl) was determined by titration with silver nitrate titration. Calcium carbonate (CaCO3) was determined by calcimeter method and following the method described by43. Electrical conductivity (EC) was measured by extracting the soil sample with water (1:1). To determine soil pH, soil samples were air-dried and sieved through a (1 mm) mesh sieve. Then 10 g of soil sample was taken in a 100 mL beaker then 25 mL of distilled water was added and stirred well. By using digital electrodes (digital ionalyzer/501, Orion research multifunctional pH meter), soil pH was determined. The organic matter of the soil samples was extracted by taking 1g then sieved and added inside a 500 mL Erlenmeyer flask and mixed with (10 mL 1 N potassium dichromate + 20 mL H2SO4). The mixture was centrifuged gently for about 30 min. Subsequently, 200 mL distilled water + 10 mL H3PO4) was added, the allow the mixture to cool. Then 15 drops diphenylamine indicator were added and the soil organic matter was estimated via titration with 0.5 M ferrous ammonium sulfate solution.
Experimental design and treatments
The experiment was conducted in a split-plot design with five replications under a drip irrigation system. The experimental units were divided into four main groups representing irrigation regime schemes, i.e.: (A) 100% of the total calculated irrigation at all growth stages which represent normal irrigation conditions, (denoted, normal scheme), (B) 70% of irrigation water at the early vine development stage while applying 100% of the irrigation water at the remaining stages {represent long -term and moderate drought conditions at the early vine development stage, (denoted, Shv 70 scheme), (C) 70% of the irrigation water at the storage root bulking stage while applying 100% of the irrigation water at the remaining growth stages {represent short -term and moderate drought conditions at the storage root bulking stage (denoted, Shs 70 scheme), and (D) 85% of the irrigation water at the early vine development and storage root bulking stages while applying 100% in the remaining growth stages {represent prolonged and mildly drought conditions at the early vine development and storage root bulking stages (denoted, Prv + s 85 scheme). Furthermore, there was a buffer zone between each irrigation unit of 3 m to prevent interactions and each plot was equipped with a manometer valve to control the operating pressure at 1 bar. The plots were also equipped with a flow emitter for discharge with 4.0 L h–1 to control the mounts of the targeted irrigation water requirements.
In addition to tap water denoted control which was sprayed by hand sprayer (20 L volume), the plots of each main group were divided into five subgroups representing fertilization applications, which be listed as follows: (a) Chitosan (250 mg L−1) was applied as foliar application four times every 15-day interval, initiated after 6 weeks of transplanting, denoted CH; (b) Humic acid (0.5%) was applied as foliar application after 60 and 75 days from transplanting, denoted Hsp, (c) Humic acid as ground drench: 475 (kg ha−1) was applied beside the seedling two times after 60 and 75 days from transplanting at two equal doses (273.5 kg ha−1 humic for dose), denoted Hgd, (d) Chitosan as a foliar application at a rate of (250 mg L−1) in a combination with humic as a foliar application at a rate of (0.5%), denoted CH + Hsp, (e) Chitosan as a foliar application at a rate of (250 mg L−1) in a combination with humic as ground drench beside the transplants at a rate of (475 kg ha−1), denoted CH + Hgd. The humic was purchased from Egyptian Canadian for humate Co, the product had 65.0% humic substances (involving 13.0% active humic acid and 3% fulvic acid), and 5.0% potassium. While CH: is a high molecular weight that was purchased from Alpha Chemika Co, its solubility reaches about 97% in 1.0% acetic acid under continuous stirring, and the pH was adjusted to 5.6 using 1N NaOH.
It worth to note that CH, Hgd, and Hsp application rates and intervals were implemented according to the manufacturer’s recommendations, and depended on the recommendations of previous study45,46,47,48
Therefore, based on the aforementioned, the net space of each experimental unit was 45 m2 (10.0 m long × 4.5 m width), accordingly, the experimental design involved 100 plots {4 irrigation schemes × 5 fertilizer applications × 5 replicates}.
The calculations of the irrigation amounts
To calculate daily ETo, the irrigation amounts of the normal scheme were calculated by entering the obtained data from the toshka agrometeorological station, in CROPWAT package, version 8.0, then the crop evapotranspiration of sweet potato (ETc) was calculated according to Allen et al49. as the following equation:
where
ETc = Crop evapotranspiration (mm day−1).
ETo = Reference evapotranspiration (mm day−1).
Kc = Crop coefficient.
Finally, normal scheme irrigation amounts were calculated according to the following equation:
where
IR = Irrigation requirements (mm).
ETc = Crop evapotranspiration (mm).
Lr = Leaching requirement amounts (%), equaled 10 % since EC of soil solution is low, Lr was neglected.
Ei = Irrigation system efficiency %, the efficiency for drip irrigation system = 85%.
Accordingly, the total of calculated irrigation water amounts under different schemes that applied to the plants during the growing seasons of 2021 and 2022 were: 9346, 8065.5, 8287, and 8175.8 (m3 ha−1), for normal scheme, Shv 70 scheme, Shs 70 scheme, and (Prv + s 85) scheme, respectively, as demonstrated in Table 4.
Crop husbandry
The experiment was prepared as recommended by the Ministry of Agriculture in Egypt for newly reclaimed soil. All treatments were equally fertilized, calcium superphosphate (15.5% P2O5) was applied to the soil in two portions one during tillage operation at the dose of 360 kg ha−1 and the other one at the dose of 240 kg ha−1 after 30 days of transplanting. Potassium sulfate (48% K2O) at the dose of 288 kg ha−1 was applied in three equal portions after 60, 75, and 90 days of transplanting. Nitrogen in the form of ammonium nitrate (33.5% N) at the dose of 360 kg ha−1 was applied in three equal portions after 60, 75, and 90 days of transplanting. The sweet potato transplant (Beauregard cv) was conducted in the second week of April, during the two study seasons. The source of stem cuttings was the Egyptian company for sweet potatoes, Dakahlia Governorate, Egypt. The Beauregard cultivar is recommended as the high-yielding commercial cultivar. Moreover, this cultivar and the methodologies used in this study were consistent with international, national, and institutional guidelines and legislation. The transplants were approximately 20–25 cm long and were grown on the ridges of the plots, and cultivated using 25 cm spacing between transplants and 70 cm spacing between rows. After 140 days of transplanting the harvesting was done in both seasons.
Measurements
1-the following data were recorded: A sample of 3 plants from each treatment was randomized 100 days after transplanting to measure the percentage of leaf relative water content (RWC) in sweet potato leaves according to Afzal50 using the following formula:
where
FW: Actual weight of sweet potato leaves.
DW: Dry weight of sweet potato leaves.
TW: Turgid weight of sweet potato leaves.
Additionally, the leaves from the top of the sweet potato plants were randomly collected in each plot. Then, the proline content was estimated using the leaves of the plant as described by Luo et al51. On the other hand, Nitrogen (N), phosphorus (P) and potassium (K) (%) was determined in the dried leaves according to52,53,54, where the dried leaves were weighed and ground into a fine powder, then N contents were estimated by the Kjeldahl method, P contents were estimated by colorimeter methods using a spectrophotometer at 410-nm wavelength, and K contents were estimated using a flame photometer.
2-At harvest, the following data were recorded:
A-Yield and its components:
Vine fresh weight (kg m −2), tuber roots weight (kg plant −1), and total tuberous roots yield (kg ha−1): sweet potato tuberous roots weight taken on plot bases (kg).
B-Tuberous root quality:
To determine tuberous root quality five uniformly sized tuber roots from each treatment were cleaned, cut, dried, and ground. Then weighted for analysis:
-
N, P, and K (%) in sweet potato tubers were determined by using the same methods as described above in leaves.
-
Total carbohydrates: It was estimated by El-Katony et al55. methods. Briefly, 0.5 g of the powdered tissue samples were extracted overnight with 5 mL of 80% ethanol, then for 10 min the extract was centrifuged, replicated with fresh ethanol, and mixed then dried under the vacuum. After that the residue was redissolved in 1 ml of distilled water. The soluble carbohydrate was measured using the glucose calibration curve.
-
Protein: The protein of each treatment was recorded by multiplying the total nitrogen by the factor of 6.25 according to Chang and Zhang56.
-
Soluble sugar: was determined according to Adu-Kwarteng57 by adding 10 mL of 80% aqueous ethanol to the tubes and incubating at 80–85 °C for 10 min to extract the soluble sugars, with intermittent mixing on a vortex stirrer. Then for 10 min at 1000 × g (3000 rpm), the tubes were centrifuged. Later, the supernatants were carefully poured off into 50-ml beakers; and re-suspended in another 10 mL of 80% ethanol with repeated this process. Then the supernatants were pooled to obtain the total extracts of soluble sugars, and the remain standard steps were followed.
-
Carotene content: was estimated by using a spectrophotometer according to the method described by Qiang et al58.
Irrigation water use efficiency (IWUE)
Mathematically (IWUE) according to Elshamly59, can be estimated by
where
IWUE = Irrigation water use efficiency (kg m−3)
GY = Yield (kg ha−1) and
IW = Total calculated irrigation water (m3 ha−1).
Statistical analysis
To determine the statistical differences between the treatments CoStat software version 6.303 was used Costat60, The means were separated through a revised least significant difference (LSD) test at the 0.05 level as per Casella61. At p ≤ 0.05, bars that have different letters are statistically significant. Moreover, different lowercase letters on error bars show statistically significant differences either for irrigation schemes (main plot treatments) or examine applications of chitosan and humic acid treatments (subplot treatments) or both.
Ethics approval and consent to participate
This manuscript is an original paper and has not been published in other journals. The author agreed to keep the copyright rule.
Results
The individual and interaction effects of various irrigation schemes and (CH, Hsp, and Hgd) applications on:
N concentration in leaves and tuberous
The analysis of variance results (ANOVA) for the sole and interaction impacts on the investigated parameters demonstrated that there were significant differences in available N concentration in leaves as a consequence of the individual and interactions impacts. Table 5 showed the individual effects of adopting different irrigation water schemes and different applications of (CH and H) on the average N concentrations during both growing seasons, while (Fig. 1) showed the interaction impacts. In (Fig. 1A), by comparing the various irrigation water schemes in the tap water treatment, choosing Shv70 irrigation water scheme, results in a significant reduction in N contents in the sweet potato leaves compared to the other irrigation schemes. Additionally, it was found that by comparing the impacts of examined applications on N concentration in sweet potato leaves, the solitary applications of Hsp attained higher N concentration by adopting normal irrigation scheme. While there were insignificant variations among the solitary applications of CH and control under the same irrigation scheme. Conversely, it was positive a significant variation could be achieved by adopting Hgd applications. Likewise, under the other irrigation schemes, it was found that the solitary applications of (Hsp and Hgd under Shv70 scheme or Prv + s 85 scheme) and (Hgd under Shs70 scheme) were significantly attained the better N concentrations. Concerning the interaction, the obtained results indicated that there were positive significant impacts by applying Hsp + CH applications under the normal irrigation scheme and applying Hgd + CH applications under the various stress irrigation schemes (Shv70, Shs70, and Prv + s 85 schemes). The findings showed that the combined applications of (Hgd + CH) under Prv + s 85 scheme attained the highest N concentrations in sweet potato leaves. While the lowest N contents were observed by applying tap water applications under Shv70 scheme.
Based on the results in (Fig. 1B), executing Shv70 scheme under different examined applications attained the greater decreases in N concentration in the sweet potato tubers. By comparing the solitary applications of (CH, Hsp, and Hgd), applying solitary applications of Hgd led to attain the best increases in N concentration under (Shv70 and Shs70 schemes), relative to tap water treatment. Likewise, relative to tap water treatment, applying any solitary applications of (CH, Hsp, and Hgd) led to attain the best increases in N concentration under Prv + s 85 scheme. While under the normal scheme, N content attained the best increases by adding the solitary applications of Hsp applications. On the other hand, regarding the interaction impacts of the examined applications, the results indicated that there were positive significant impacts by applying Hsp + CH applications under the normal irrigation scheme and applying Hgd + CH applications under the remaining stress irrigation schemes. Generally, adopting the (Prv + s 85 scheme) and applying combined applications of (Hgd + CH) achieved the maximum increase of N concentration in sweet potato tubers, although that significantly equaled the adoption of the normal irrigation scheme x combined application of Hsp + CH. Similar to N concentrations in sweet potato leaves, the findings indicated that the lowest N contents in tubers were observed by applying tap water applications under the Shv70 scheme.
P concentration in leaves and tuberous
The analysis of variance results (ANOVA) for the sole and interaction impacts on the investigated parameters demonstrated that there were significant differences in P concentration due to irrigation schemes and examined applications. Table 5 showed the individual effects of adopting different irrigation water schemes and different applications of (CH and H) on the average P concentrations during both growing seasons, while (Fig. 2) showed the interaction impacts. By comparing the different irrigation water schemes in the tap water treatment (Fig. 2A), choosing Shs70 or (Prv + s 85) irrigation water schemes, results in a significant enhancement for P contents in the sweet potato leaves compared to the normal irrigation schemes. Whereas P concentration was increased compared to the normal irrigation scheme by 11.0 and 18.2%, respectively, in the tap water treatment. Conversely, there was a significant reduction by 6.2% could be obtained by adopting Shv70 irrigation scheme relative to the normal irrigation scheme under the same treatment. By comparing the solitary impacts of examined applications on P contents in sweet potato leaves, it was found that the solitary applications of Hsp attained higher P concentration by adopting normal irrigation scheme. While under the Shv70 scheme, there were positive significant variations by applying both solitary applications of (Hsp and Hgd). Finally, it was positive a significant variation could be attained by adopting Hgd applications under (the Shs70 scheme or Prv + s 85 scheme). Concerning the interaction, the obtained data showed that there was an equaled positive significant impact by applying both combined applications of (Hsp + CH) and (Hgd + CH) under the normal scheme, Shv70, and Prv + s 85 schemes. Conversely, the best significant improvements (15.4%) could be obtained by applying combined applications of (Hgd + CH) and adopting the Shs70 irrigation scheme relative to the normal scheme under tape water treatment. Overall, the findings showed that under the Prv + s 85 scheme, the highest P concentrations in sweet potato leaves could be attained by applying the solitary applications of Hgd. Although that significantly equaled by adopting the same irrigation scheme x applying both combined applications of (Hsp + CH) and (Hgd + CH). While the lowest P contents were observed by applying the both of tap water and CH applications under Shv70 scheme.
According to the findings in (Fig. 2B), by comparing the various irrigation water schemes in the tap water treatment, choosing Shv70 irrigation water scheme, results in a significant reduction in P concentration in the sweet potato tubers compared to the other irrigation schemes. On the other hand, by comparing the solitary applications, applying solitary applications of Hgd led to attain the best increases in P concentration under (Shv70, Shs70, and Prv + s 85) irrigation schemes, relative to tap water treatment. Conversely, applying solitary applications of Hsp led to attain the best increases in P concentration in the sweet potato tubers under the normal irrigation scheme. Also, it was observed that under CH treatment, there were insignificant variations among the plants by executing Shv70 scheme compared to the normal scheme. Concerning the interaction impacts, the obtained results indicated that there were positive significant impacts by applying Hsp + CH applications under the normal irrigation scheme and applying Hgd + CH applications under the various stress irrigation schemes (Shv70, Shs70, and Prv + s 85 schemes). Additionally, in contrast to (Hsp + CH), it was observed that under (Hgd + CH) treatment there were insignificant impacts by executing Shv70 scheme compared to the normal scheme. The findings showed that irrigated sweet potato plants with (Prv + s 85) irrigation scheme and applying combined applications of (Hgd + CH), improved the P concentration and achieved the maximum increase for P concentration in the sweet potato tubers. While the lowest P concentrations were observed by applying tap water applications under Shv70 scheme.
K concentration in leaves and tuberous
The analysis of variance results (ANOVA) for the sole and interaction impacts on the investigated parameters indicated that there were significant differences as a consequence of the individual and interaction impacts. Table 5 showed the individual effects of adopting different irrigation water schemes and different applications of (CH and H) on the average K concentrations during both growing seasons, while (Fig. 3) showed the interaction impacts. According to the results in (Fig. 3A), by comparing the various irrigation water schemes in the tap water treatment, choosing Shv70 irrigation water scheme, results in a significant reduction in K concentration compared to the other irrigation schemes. While, by comparing the solitary applications of (CH, Hsp, and Hgd), applying solitary applications of Hgd led to attain the best increases in K concentration under the (Shv70, Shs70, and Prv + s 85 schemes), relative to tap water treatment. While under the normal irrigation scheme, applying the solitary applications of CH led to attain the best increases in K concentration in leaves compared to tap water application. On the other side, regarding the interaction impacts of the examined applications, the results indicated that applying the combined applications of Hsp + CH under the normal irrigation scheme led to attain the best increases in K concentration compared to (Hgd + CH) and tap water application. While applying the combined applications of Hgd + CH were pronounced under the (Shv70, Shs70, and Prv + s 85 schemes). Overall, the obtained results showed that K concentration in sweet potato leaves reached the peak by applying the combined applications of Hgd + CH and adopting the Shs70 scheme. On the other hand, adopting the Shv70 scheme and applying tap water application attained the minimum value of K concentration.
On the other hand, the findings in (Fig. 3B) demonstrated that by comparing the various irrigation water schemes in the tap water treatment, choosing Shv70 irrigation water scheme, results in a significant reduction in K concentration compared to the other irrigation schemes. Likewise, by comparing the solitary applications of (CH, Hsp, and Hgd), applying solitary applications of Hgd led to attain the best increases in K concentration under (Shv70, Shs70, and Prv + s 85 schemes), relative to tap water treatment. While, relative to tap water treatment, applying the solitary applications of Hsp led to attain the best increases in K concentration under the normal scheme. On the other hand, regarding the interaction impacts, the results showed that there were positive significant impacts by applying Hsp + CH applications under the normal irrigation scheme. Likewise, applying Hgd + CH application under the (Shv70, Shs70, and Prv + s 85 schemes) (Shv70 and Prv + s 85 schemes), was pronounced to attain the best increases in K concentration. While under Shs70 irrigation scheme there was an equaled positive significant impact by applying both combined applications relative to tap water treatment. In general, relative to the normal scheme under tap water treatment adopting the Shs70 scheme and applying the sole application of Hgd, or either the combined applications of (Hsp + CH) and (Hgd + CH) achieved the maximum increase of K content in sweet potato tubers by (61.6, 60.2, and 64.5%), respectively. While the findings indicated that by adopting the Shv70 scheme and applying tap water application achieved the minimum K concentration in sweet potato tubers.
The individual and interaction effects of various irrigation schemes and (CH, Hsp, and Hgd) applications on
Proline concentration
Table 6 showed the individual effects of adopting different irrigation water schemes and different applications of (CH and H) on the average proline concentrations during both growing seasons, while (Fig. 4A) showed the interaction impacts. Based on the illustrated results in (Fig. 4A), by comparing the different irrigation schemes in the tap water treatment, adopting normal irrigation scheme, resulted in the minimum proline concentration. Conversely, it was shown that the proline concentration could be obtained by adopting the Shs70 or (Prv + s 85) schemes. It was found that by comparing the solitary effects of the examined applications, there were insignificant impact on proline by applying these amendments in a sole application under normal scheme. Conversely, adopting the various stress schemes (Shv70, Shs70, and Prv + s 85 schemes) significantly increased the proline contents in sweet potato leaves. While concerning the interaction, the obtained data showed that there were positive significant impacts by applying Hgd + CH applications under the all the examined irrigation schemes. Overall, the findings showed that the highest proline contents (192.8 mg g−1), were obtained by adopting the Shv70 scheme and applying combined applications of (Hgd + CH). however, that significantly equaled the adoption of Shs70 irrigation scheme and applying the same combined application. While the lowest proline values were significantly obtained by applying the full irrigation amounts (normal scheme) and adding (tap water, CH, and Hsp applications).
Carbohydrate content
Table 6 showed the individual effects of adopting different irrigation water schemes and different applications of (CH and H) on the average carbohydrate concentrations during both growing seasons, while (Fig. 4B) showed the interaction impacts. Similarly, by comparing the examined applications under irrigation schemes in tap water treatments, the total carbohydrate content was enhanced when adopting Shs70 or (Prv + s 85) schemes, as can be seen in (Fig. 4B). While there were insignificant variations by executing the Shv70 scheme compared to the normal scheme. By comparing the solitary applications of (CH, Hsp, and Hgd), applying solitary applications of Hgd led to attain the best increases in total carbohydrate content under (Shv70 and Shs70 schemes), relative to tap water treatment. While, applying any solitary applications of Hsp, led to attain the best increases in total carbohydrates content under the normal and Prv + s 85 schemes. On the other hand, regarding the interaction impacts of the examined applications, the data indicated that there were positive significant impacts by applying Hsp + CH applications under the normal irrigation scheme and applying Hgd + CH applications under the remaining stress irrigation schemes (Shv70, Shs70, and Prv + s 85). Generally, adopting the (Prv + s 85 scheme) and applying combined applications of (Hgd + CH) achieved the maximum increase in total carbohydrate concentration. While the findings indicated that the lowest total carbohydrate contents were observed by applying the solitary applications of Hsp under the Shv70 scheme.
RWC percentage
Table 6 showed the individual effects of adopting different irrigation water schemes and different applications of (CH and H) on the average RWC concentrations during both growing seasons, while (Fig. 5A) showed the interaction impacts. To maximize RWC percentage in sweet potato leaves, either avoid the Shv70 irrigation scheme or apply combined applications of the examined applications to provide protracted techniques, as can be seen in (Fig. 5A). By comparing the solitary applications, applying solitary applications of Hgd led to attain the best enhancements in RWC percentage under (Shv70 and Prv + s 85) irrigation schemes, relative to tap water treatment. Conversely, applying solitary applications of Hsp led to attain the best increases in RWC percentage in the sweet potato leaves under the normal irrigation scheme. Under the Shs70 scheme, the obtained results showed that both solitary applications of Hsp and Hgd were matched significantly in attaining the best RWC values. Also, it was observed that under CH and Hsp treatments, there were negative significant variations by executing the Shv70 scheme compared to the normal scheme. However, the most negative impacts were observed by applying the solitary applications of Hsp under the Shv70 scheme. While there were insignificant impacts by applying Hgd applications and executing Shv70 scheme compared to the normal scheme. Concerning the interaction impacts, the obtained results indicated that there were positive significant impacts by applying Hsp + CH applications under the normal irrigation scheme and applying Hgd + CH applications under the various stress irrigation schemes (Shv70, Shs70, and Prv + s 85 schemes). The findings showed that by irrigating sweet potato plants with (Prv + s 85) irrigation scheme and applying combined applications of (Hgd + CH), improved the RWC percentage and achieved the maximum increase in the sweet potato leaves. While the lowest RWC percentage was observed by applying Hsp applications under the Shv70 scheme.
Carotene content
Table 6 showed the individual effects of adopting different irrigation water schemes and different applications of (CH and H) on the average carotene concentrations during both growing seasons, while (Fig. 5B) showed the interaction impacts. The superiority of (Hgd + CH) applications with normal or Shs70 irrigation schemes remains pronounced leading to an increase in carotene content, as can be seen in (Fig. 5B). By comparing the different irrigation schemes in the tap water treatment, adopting Shv70 and Shs70 schemes were significantly resulted in the minimum carotene content. Conversely, it was shown that the carotene content could be improved by adopting the Prv + s 85 scheme. It was found that by comparing the solitary effects of the examined applications, applying solitary applications of CH and Hgd led to attain the best increases in carotene concentration under the (Prv + s 85) scheme, relative to tap water treatment. While under the normal irrigation scheme, applying the solitary applications of CH led to attain the best increases in carotene concentration compared to tap water application. Under the Shv70 irrigation scheme, applying Hgd was pronounced. While applying the solitary applications of was pronounced by adopting the Shs70 irrigation scheme. While concerning the interaction, the obtained data showed that there were positive significant impacts by applying (Hsp + CH) under the normal irrigation scheme, and (Hgd + CH) applications under the stressful irrigation schemes. Overall, the data showed that the highest carotene contents were obtained by adopting the Shv70 scheme and applying combined applications of (Hgd + CH), although, that significantly matched with adopting the normal irrigation scheme and applying the combined application of (Hsp + CH). While the lowest carotene values were significantly obtained by adopting both irrigation schemes (Shv70 and Shs70) under the tap water treatment.
Total sugar content
Table 6 showed the individual effects of adopting different irrigation water schemes and different applications of (CH and H) on the average sugar concentrations during both growing seasons, while (Fig. 6A) showed the interaction impacts. According to the illustrated findings in (Fig. 6A), adopting the Shv70 irrigation scheme, resulted in the minimum sugar content in sweet potato tuberous. While it was found that to increase total sugar percentage, it was better to adopt the Shs70 irrigation scheme under different examined applications. By comparing the solitary applications, applying solitary applications of Hsp and Hgd led to attain the best increases in the total sugar percentage under the (normal, Shs70, and Prv + s 85) schemes, relative to tap water treatment. While, applying any solitary applications of Hsp, led to attain the best increases in the total sugar percentage under the Shv70 scheme. On the other hand, regarding the interaction impacts of the examined applications, the data indicated that there were positive significant impacts by applying Hsp + CH applications under the normal irrigation scheme. While a positive significant impact was matched by applying the both combined applications under the irrigation schemes of (Shv70, Shs70, and Prv + s 85). Generally, adopting the Shs70 scheme and applying either the applications of (Hsp + CH), (Hgd + CH), and Hgd, achieved the maximum increase of the total sugar percentage. Although, that significantly matched with adopting the (Prv + s 85) scheme and applying the combined application of (Hgd + CH). While the findings indicated that the lowest the total sugar values were observed by applying the tap water applications under the Shv70 scheme.
Protein content
Table 6 showed the individual effects of adopting different irrigation water schemes and different applications of (CH and H) on the average protein concentrations during both growing seasons, while (Fig. 6B) showed the interaction impacts. Based on the illustrated results in (Fig. 6B), by comparing the different irrigation schemes in the tap water treatment, adopting the Shv70 irrigation scheme, resulted in minimum protein content. Conversely, it was shown that protein content could be obtained by adopting Shs70 or (Prv + s 85) schemes. It was found that by comparing the solitary applications, applying solitary applications of CH and Hsp led to attain the best increases in the protein contents under the normal scheme, relative to tap water treatment. While, applying any solitary applications of Hgd, led to attain the best increases in the protein contents under the (Shv70, Shs70, and Prv + s 85) schemes. While concerning the interaction, the obtained data showed that there were positive significant impacts by applying Hsp + CH applications under the normal scheme. Likewise, there were positive significant impacts by applying Hgd + CH applications under (Shv70, Shs70, and Prv + s 85) schemes. Overall, the findings showed that the highest protein contents (12.44%), were obtained by adopting the (Prv + s 85) scheme and applying combined applications of (Hgd + CH).
The individual and interaction effects of various irrigation schemes and (CH, Hsp, and Hgd) applications on the yield traits.
The individual effects of adopting different irrigation water schemes and different applications of (CH and H) on the average yield traits during both growing seasons are presented in Table 7, while (Fig. 7) showed the interaction impacts.
Vine fresh weight
Based on the illustrated results in (Fig. 7A), by comparing the solitary applications, applying solitary applications of Hgd led to attain the best enhancements in vine fresh weight under the (normal, Shv70, and Prv + s 85) irrigation schemes, relative to tap water treatment. Conversely, applying solitary applications of Hsp led to attain the best increases in vine fresh weight of the sweet potato leaves under the Shs70 irrigation scheme. Concerning the interaction impacts, the obtained results indicated that there were positive significant impacts by applying Hgd + CH applications under the various irrigation schemes. The findings showed that by irrigating sweet potato plants with (Prv + s 85) irrigation scheme and applying both of the combined applications of (Hsp + CH) and (Hgd + CH), improved the vine fresh weight and achieved the maximum increase. Although, that significantly matched with adopting the normal irrigation scheme and applying the solitary applications of Hsp. While the lowest vine fresh weight was observed by applying tap water applications under Shv70 scheme.
Tuber weight
Based on the results in (Fig. 7B), with an exception of the combined applications, executing Shv70 scheme under the examined solitary applications decreased the tuber weight of sweet potatoes. By comparing the solitary applications of (CH, Hsp, and Hgd), applying solitary applications of Hgd led to attain the best increases in tuber weight under (Shs70 and Prv + s 85 schemes), relative to tap water treatment. Likewise, relative to tap water treatment, applying any solitary applications of (CH, Hsp, and Hgd) led to attain the best increases in the tuber weight under the Shs70 irrigation scheme. While under the normal scheme, the tuber weight attained the best value by spraying the solitary applications of Hsp applications. On the other hand, regarding the interaction impacts of the examined applications, the results indicated that there were positive significant impacts by applying Hsp + CH applications under the normal irrigation scheme and applying Hgd + CH applications under the (Shv70, Shs70, and Prv + s 85 schemes) irrigation schemes. Overall, adopting the (Prv + s 85 scheme) and applying combined applications of (Hgd + CH) achieved the maximum increase in the sweet potato tuber weight. While the findings indicated that the lowest tuber weight values were observed by applying CH applications under the Shs70 scheme.
The individual and interaction effects of various irrigation schemes and (CH, Hsp, and Hgd) applications on
Sweet potato yield
The individual effects of adopting different irrigation water schemes and different applications of (CH and H) on the average sweet potatoes yield during both growing seasons are presented in Table 7, while (Fig. 8A) showed the interaction impacts. The analysis of variance results (ANOVA) for the sole and interaction impacts on the investigated parameters indicated that there were significant differences as a consequence of the individual and interactions impacts on the sweet potato yield. According to the results in (Fig. 8A), to improve sweet potato yield, (A) avoid the adoption of the Shv70 irrigation scheme under the various examined applications except with solitary applications of Hgd; (B) apply combined applications of the (Hgd + CH) and under the both irrigation schemes of Shs70 and (Prv + s 85) to provide protracted techniques; (C) avoid the adoption of the (Hsp + CH) under the Shv70 irrigation scheme. The results indicated that by comparing the various irrigation water schemes in the tap water treatment, choosing Shv70 irrigation water scheme, results in a significant reduction in sweet potato yield compared to the other irrigation schemes. Also, by comparing the solitary applications, applying solitary applications of Hgd led to attain the best enhancements in sweet potato yield under (Shv70, Shs70, and Prv + s 85) irrigation schemes, relative to tap water treatment. Conversely, applying solitary applications of Hsp led to attain the best increases in sweet potato yield under the normal irrigation scheme. On the other hand, regarding the interaction impacts of the examined applications, the results indicated that applying the combined applications of Hsp + CH under the normal irrigation scheme led to attain the best increases in sweet potato yield compared to (Hgd + CH) and tap water application. While applying the combined applications of Hgd + CH under were pronounced under the (Shv70, Shs70, and Prv + s 85 schemes). Overall, the obtained results showed that sweet potato yield reached the peak by applying the combined applications of Hgd + CH and adopting the Shs70 scheme. However, that significantly matched with adopting the (Prv + s 85) irrigation scheme and applying the combined applications of Hgd + CH. On the other hand, adopting the Shv70 scheme and applying tap water application attained the minimum value of sweet potato yield.
IWUE
The individual effects of adopting different irrigation water schemes and different applications of (CH and H) on the average IWUE during both growing seasons are presented in Table 7, while (Fig. 8B) showed the interaction impacts. On the other hand, with an exception of the combined application of (Hsp + CH), IWUE was increased by adopting the Prv + s 85 scheme, as can be seen in (Fig. 8B). By comparing the solitary applications of (CH, Hsp, and Hgd), applying solitary applications of Hgd led to attain the best increases in IWUE under the (Shv70, Shs70, and Prv + s 85 schemes), relative to tap water treatment. While under the normal irrigation scheme, applying the solitary applications of Hsp led to attain the best increases in IWUE compared to tap water application. On the other side, regarding the interaction impacts of the examined applications, the data indicated that applying the combined applications of Hsp + CH under the normal irrigation scheme led to attain the best increases in IWUE compared to (Hgd + CH) and tap water applications. While applying the combined applications of Hgd + CH under were pronounced under the (Shv70, Shs70, and Prv + s 85 schemes). The obtained results showed that IWUE of sweet potato reached the peak by applying the combined applications of Hgd + CH and adopting Shs70 or Prv + s 85 schemes. While adopting the Shv70 scheme and applying tap water applications attained the minimum value of IWUE. Overall, the IWUE increased from the lowest recorded value (1.3 kg m−3) for the control Shv70 scheme in the tap water treatment to the highest significant values (4.8 and 4.7 kg m−3) for (Hgd + CH x Shs70 scheme) and (Hgd + CH x Prv + s 85 scheme), respectively.
Discussion
While sweet potato is considered a moderately drought-tolerant crop, research into its optimal water and fertilizer management across different growth stages in arid conditions has been largely overlooked. To increase yield and improve IWUE under such challenging environments, it is crucial to implement effective irrigation management strategies. These strategies should be complemented by enhancing the plant's drought tolerance through the application of suitable supplementary treatments, as emphasized by Zhou et al62. This approach involves not just regulating water supply but also incorporating additional aids that support the plant's resilience to water scarcity.
Impacts of CH, Hsp, and Hgd under normal irrigation conditions on tuber yield and IWUE
In this study, we investigated the effects of applying CH, humic acid as a soil drench (Hgd), and humic acid as a foliar spray (Hsp) under normal irrigation conditions. The results revealed that these applications, whether used individually or in combination, significantly influenced growth traits and helped improve IWUE. Specifically, while individual application of Hsp significantly enhanced tuber yield and IWUE, the combination of Hsp and CH proved to be more effective under the same irrigation conditions compared to other treatments. These findings align with Chen et al63, who noted that humic acid and chitosan can promote the growth and yield of sweet potatoes.
The study posits that these effects may result from an imbalance in nutrient transport activities, particularly between the plant's aerial parts and roots. The application of Hsp alone seemed to compensate for this imbalance, enhancing nutrient absorption, vine weight, and thereby yielding better results. Man Hong et al64.observed a similar phenomenon, noting that Hsp application primarily influenced the aerial parts of potato plants, with a delayed effect on root development. Moreover, the combined application of Hsp and CH under normal irrigation conditions achieved optimal yield and IWUE. This is attributed not only to the benefits of Hsp but also to the nitrogen content in CH. The addition of Hsp, with its acidic components, increased the solubility of CH, amplifying its positive effects. This observation is supported by Li et al65, who found that foliar application of humic acid can increase nitrogen contents. Yildirim66 also noted the significant impact of foliar humic in enhancing soil nutrient levels by promoting root growth and function, ultimately improving yield, a finding echoed by other studies39,46,63. However, it's important to note that when sweet potato plants were irrigated according to their actual water needs (normal scheme), neither solitary nor combined applications achieved the highest yield. This may be due to increased soil water and nutrient contents under these conditions, leading to a shift from productive to vegetative growth (e.g., more leaves, taller vines), as also observed in other studies62,67 This indicates that over-ideal conditions, such as over-irrigation or excessive nitrogen application, can lead to unfavorable outcomes like overgrowth of shoots and leaves, immature leaf development, and reduced storage processes in sweet potatoes.
Impacts of various water stress schemes on sweet potatoes and the role of CH, Hsp, and Hgd under these conditions
This study underscores the importance of avoiding prolonged drought stress in sweet potato cultivation and advocates for a moderate irrigation approach, particularly during the early vine development stage. The results indicate that the Shv70 irrigation scheme (70% of normal water supply during early vine development) leads to significant decreases in growth traits and yield. Consistent with previous findings17,18, sweet potatoes, though drought-resistant, are particularly vulnerable during the early vine development stage. The Shv70 scheme appears to push the plants past a critical threshold, adversely affecting their growth. In response to such stress, plants increase proline production, a protective mechanism under stress conditions, aligning with findings in68. During the early vine development stage, sweet potatoes prioritize forming a robust root system and then developing strong aerial tissues. However, under stress, these priorities shift, leading to an accelerated life cycle but with an underdeveloped root system, resulting in reduced nutrient absorption and, consequently, lower yields.
In such stressful conditions, an effective fertigation strategy that minimizes drought effects and optimizes yield through the right combination of humic and CH applications is crucial. This study found that applying humic acid as (Hgd) alone, particularly under the Shs70 irrigation scheme (70% water supply during the storage root bulking stage), significantly improved IWUE compared to sole applications of CH and Hsp (humic acid as a foliar spray). This improvement can be attributed to the increased activity of the root system under stress, which becomes the primary driver of plant activities. By applying Hgd to the roots, enhanced nutrient absorption and storage are facilitated, leading to improved crop yield and IWUE, as supported by findings in69,70,71. Additionally, previous studies64,72 have shown that humic applications enhance crop resistance to drought stress and improve nutrient uptake and utilization, thereby increasing yield under less favorable water conditions. Humic acid applications have also been noted to improve soil properties in arid and semi-arid areas73,74.
Furthermore, the study reveals that the highest tuber yields are achievable through the combined application of Hgd and CH, either under the Shs70 scheme or under a mild irrigation scheme throughout both the early vine development and storage root bulking stages (Prv + s 85). Under the Shs70 scheme, plants enhance (P and K) absorption and proline production, benefiting from an established root system from the previous stage, thereby improving tuber yield. These findings align with research in75,76. Moderate irrigation later in the season can slow leaf senescence, extend their functional period, and boost photosynthetic efficiency, as indicated by62.
Feasibility of CH, Hsp, and Hgd in improving sweet potato resistance during the most sensitive stage to drought conditions
In line with the earlier observation about the vulnerability of sweet potatoes to drought during the early vine development stage, the combined application of humic acid as Hgd and CH has shown promise in improving tuber yield. This enhancement can be attributed to the ability of these applications to mitigate drought impacts and create better growth conditions. Specifically, applying CH four times has been found to enhance sweet potato drought resistance. CH contributes to the formation of a transparent layer on the leaves, which reduces the transpiration rate and increases water content, thereby conserving water and enhancing IWUE. Adamuchio-Oliveira et al77. support this, indicating that foliar application of CH increases the thickness of the leaf blade, resulting in enhanced water storage within the tissue. Additionally, the amino proton group present in CH boosts photosynthesis rate and nutrient absorption, improving yield quality in terms of carbohydrates and proteins, as corroborated by findings in38,39,78,79. Furthermore, supplementing plants with Hgd under the same irrigation conditions amplifies the benefits, enhancing plant resistance to drought and, consequently, improving tuber yield. This is in line with research46,80, suggesting that Hgd application not only increases nutrient uptake but also enhances transport efficiency by chelating unavailable nutrients and lowering soil pH, as noted by Mackowiak et al81.
These findings highlight the importance of proactively supplying plants with additional substances to fortify them against drought. Given that drought is among the most challenging environmental stresses to predict in terms of duration, occurrence, and severity82,83, adopting such strategies is crucial for ensuring crop resilience and maintaining productivity in the face of fluctuating and often harsh environmental conditions.
Conclusion
This study sheds light on the effects of drought on sweet potato plants, leading to several significant conclusions. Firstly, the early vine development stage of sweet potato plants is highly sensitive to drought conditions. This finding underscores the importance of proactively supplementing these plants with additional substances to bolster their defense against such unfavorable environmental stressors. Secondly, when sweet potatoes are irrigated normally, applying humic acid either alone (as a foliar application) or in combination with chitosan substantially improves both yield and water use efficiency. This observation suggests that even under conditions of adequate water supply, these treatments contribute positively to plant growth and productivity. Thirdly, the study finds that during periods of drought in the storage root bulking stage, using humic acid as a ground drench is more effective than either using chitosan alone or applying humic acid as a foliar spray. This highlights the importance of the application method and timing, particularly in relation to the specific growth stages of the plant, in effectively managing drought stress. Lastly, for achieving the highest yield and water use efficiency, it is crucial to expose sweet potato plants to a mild drought regime during both the early vine development and storage root bulking stages, while applying a combination of chitosan and ground drench humic acid. This approach appears to be the most effective in mitigating the undesirable effects of drought.
Data availability
The presented datasets during this study available from the corresponding author on reasonable request.
References
Darko, C., Yeboah, S., Amoah, A., Opoku, A. & Berchie, J. N. Productivity of sweet potato (Ipomoea batatas (L) Lam) as influenced by fertilizer application in different agro-ecologies in Ghana. Scientific African. 1(10), e00560 (2020).
Mohanraj, R. & Sivasankar, S. Sweet potato (Ipomoea batatas (L.) lam)—a valuable medicinal food: A review. J. Med. Food 17, 733–741. https://doi.org/10.1089/jmf.2013.2818 (2014).
Kassali, R. Economics of sweet potato production. Inter. J. veg. Sci. 17, 313–321. https://doi.org/10.1080/19315260.2011.553212 (2011).
Nugroho, A. & Widaryanto, E. Yield response of ten varieties of sweet potato (Ipomoea batatas L.) cultivated on dryland in rainy season. J. Degraded Mining Lands Manag. 4, 919. https://doi.org/10.15243/jdmlm.2017.044.919 (2017).
Abaza, A. S. D., Elshamly, A. M. S., Alwahibi, M. S., Elshikh, M. S. & Ditta, A. Impact of different sowing dates and irrigation levels on NPK absorption, yield and water use efficiency of maize. Sci. Rep. 13, 12956. https://doi.org/10.1038/s41598-023-40032-9 (2023).
Randhawa, M. S. et al. Light interception, radiation use efficiency and biomass accumulation response of maize to integrated nutrient management under drought stress conditions. Turk. J. Field Crops 22, 134–142. https://doi.org/10.17557/tjfc.312370 (2017).
Ahmed, S. R. et al. Potential role of silicon in plants against biotic and abiotic stresses. Silicon 15(7), 3283–3303. https://doi.org/10.1007/s12633-022-02254-w (2023).
Seleiman, M. F. et al. Drought stress impacts on plants and different approaches to alleviate its adverse effects. Plants 10, 259. https://doi.org/10.3390/plants10020259 (2021).
Ramzan, T. et al. Phenylalanine supply alleviates the drought stress in mustard (Brassica campestris) by modulating plant growth, photosynthesis and antioxidant defense system. Plant Physiol. Biochem. 201, 107828. https://doi.org/10.1016/j.plaphy.2023.107828 (2023).
Qasim, M. et al. Effect of drought stress on fertile tillers of wheat genotypes (Triticum aestivum L). Int. J. Agric. Biosci. 11, 172–180. https://doi.org/10.47278/journal.ijab/2022.024 (2022).
Zafar, S. et al. Cotton and drought stress: An updated overview for improving stress tolerance. South Afr. J. Bot. 161, 258–268. https://doi.org/10.1016/j.sajb.2023.08.029 (2023).
Fatemi, R., Yarnia, M., Mohammadi, S., Vand, E. K. & Mirashkari, B. Screening barley genotypes in terms of some quantitative and qualitative characteristics under normal and water deficit stress conditions. Asian J. Agric. Biol. https://doi.org/10.35495/ajab.2022.071 (2023).
Lewthwaite, S.L. Storage root production in sweet potato (Ipomoea batatas (L.) Lam.). PhD thesis. Massey University, Palmerston North, New Zealand. (2004)
Lewthwaite, S. L. & Triggs, C. M. Sweet potato cultivar response to prolonged drought. Agron. New Zealand 42, 1–10 (2012).
Villordon, A., LaBonte, D., Solis, J. & Firon, N. Characterization of lateral root development at the onset of storage root initiation in Beauregard sweet potato adventitious roots. Hort. Sci. 47, 961–968. https://doi.org/10.21273/HORTSCI.47.7.961 (2012).
Gajanayake, B., Reddy, K. R., Shankle, M. W. & Arancibia, R. A. Growth, developmental, and physiological responses of two sweet potato (Ipomoea batatas L.) cultivars to early season soil moisture deficit. Sci. Hortic. 168, 218–228. https://doi.org/10.1016/j.scienta.2014.01.018 (2014).
Zhang, H. Y. et al. Effects of drought stress at different growth stages on photosynthetic efficiency and water consumption characteristics in sweet potato. J. Appl. Eco. 29, 1943–1850. https://doi.org/10.13287/j.1001-9332.201806.024 (2018).
Wang, J. Q., Li, H., Liu, Q. & Xiang, D. Effects of drought stress on root development and physiological characteristics of sweet potato at seedling stage. J. Appl. Eco. 30, 3155–3163. https://doi.org/10.13287/j.1001-9332.201909.026 (2019).
Placide, R., Shimelis, H., Laing, M. & Gahakwa, D. Physiological mechanisms and conventional breeding of sweet potato (Ipomea batatas (L) Lam.) to drought- tolerance. Afr. J. Bio Tech. 8, 1837–1846 (2013).
Kivuva, B. M., Githiri, S. M., Yencho, G. C. & Sibiya, J. Screening sweet potato genotypes for tolerance to drought stress. Field Crop Res. 171, 11–22. https://doi.org/10.1016/j.fcr.2014.10.018 (2015).
Saraswati, P. Physiological and growth responses of selected sweet potato (Ipomoea batatas (L.) Lam.) cultivars to water stress. PhD Thesis. James Cook University. (2007)
Mukhtar, T., Rehman, S. U., Sultan, T., Munis, F. H. & Chaudhary, H. J. Induction of heat tolerance in tomato cultivar with heat tolerant bacteria under field condition. Asian J. Agric. Biol. 2022(2), 202103112. https://doi.org/10.35495/ajab.2021.03.112 (2022).
Ahmad, M. et al. Exogenously applied potassium enhanced morpho-physiological growth and drought tolerance of wheat by alleviating osmotic imbalance and oxidative damage. Polish J. Environ. Stud. 32(5) 4447–4459. https://doi.org/10.15244/pjoes/166352 (2023).
Hussain, I. et al. Exogenous application of silicon and zinc attenuates drought tolerance in Eruca sativa L. through increasing chlorophyll pigments, osmoprotectants, and modulating defense mechanisms. J. Plant Growth Regul. https://doi.org/10.1007/s00344-023-11116-7 (2023).
Jarzyniak, K. M. & Jasiński, M. Membrane transporters and drought resistance–a complex issue. Front. Plant Sci. 5, 687. https://doi.org/10.3389/fpls.2014.00687 (2014).
Hussain, M. I., Lyra, D. A., Farooq, M., Nikoloudakis, N. & Khalid, N. Salt and drought stresses in safflower: a review. Agron. Sustain. Dev. 36, 1–31. https://doi.org/10.1007/s13593-015-0344-8 (2016).
Nieves-Cordones, M., García-Sánchez, F., Pérez-Pérez, J. G., Colmenero-Flores, J. M., Rubio, F. & Rosales, M. A. Coping with water shortage: an update on the role of K+, Cl−, and water membrane transport mechanisms on drought resistance. Front. Plant Sci. 1619. https://doi.org/10.3389/fpls.2019.01619 (2019)
García, A. C. et al. Vermicompost humic acids modulate the accumulation and metabolism of ROS in rice plants. J. Plant Physiol. 192, 56–63. https://doi.org/10.1016/j.jplph.2016.01.008 (2016).
Jones, C. A., Jacobsen, J. S. & Mugaas, A. Effect of low-rate commercial humic acid on phosphorus availability, micronutrient uptake, and spring wheat yield. Commun. Soil Sci. Plant Anal. 38, 921–933. https://doi.org/10.1080/00103620701277817 (2007).
Barakat, M. A. S., Osman, A. S., Semida, W. M. & Gyushi, M. A. H. Influence of potassium humate and ascorbic acid on growth, yield and chemical composition of common bean (Phaseolus vulgaris L.) grown under reclaimed soil conditions. Inter. J. Academic Res. 7, 192–199 (2015).
Ahmad, S. et al. Effect of vermicompost and organic matter in enhancing wheat tolerance against drought stress. Int. J. Agric. Biosci. 11(3), 165–167. https://doi.org/10.47278/journal.ijab/2022.022 (2022).
Elshamly, A. M. S. & Nassar, S. M. A. Stimulating growth, root quality, and yield of carrots cultivated under full and limited irrigation levels by humic and potassium applications. Sci. Rep. 13, 14260. https://doi.org/10.1038/s41598-023-41488-5 (2023).
Verlinden, G. et al. Application of humic substances results in consistent increases in crop yield and nutrient uptake. J. Plant Nutr. 32, 1407–1426. https://doi.org/10.1080/01904160903092630 (2009).
Elshamly, A. M. S. Cobalt combined with potassium humate as beneficial applications in alleviating water stress impacts on groundnut during sensitive growth stages. J. Soil Sci. Plant Nutr. https://doi.org/10.1007/s42729-023-01367-4 (2023).
Canellas, L. P. et al. A combination of humic substances and Herbaspirillum seropedicae inoculation enhances the growth of maize (Zea mays L.). Plant Soil 366, 119–132. https://doi.org/10.1007/s11104-012-1382-5 (2013).
Abd El-Fattah D. A., Hashem F. A. & Abd-Elrahman S. H. Impact of applying organic fertilizers on nutrient content of soil and lettuce plants, yield quality and benefit-cost ratio under water stress conditions. Asian J. Agric. Biol. 202102086. https://doi.org/10.35495/ajab.2021.02.086 (2022).
Bibi, A., Ibrar, M., Shalmani, A. & Rehan, T. A review on recent advances in chitosan applications. Pure App. Bio. 10, 1217–1229. https://doi.org/10.19045/bspab.2021.100128 (2021).
Attaran Dowom, S., Karimian, Z., Mostafaei Dehnavi, M. & Samiei, L. Chitosan nanoparticles improve physiological and biochemical responses of Salvia abrotanoides (Kar) under drought stress. BMC Plant Bio. 22, 1–17. https://doi.org/10.1186/s12870-022-03689-4 (2022).
Makhlouf, B. S. I., Khalil, S. R. A. E. & Saudy, H. S. Efficacy of humic acids and chitosan for enhancing yield and sugar quality of sugar beet under moderate and severe drought. J. Soil Sci. Plant Nutr. 22, 1676–1691. https://doi.org/10.1007/s42729-022-00762-7 (2022).
Elshamly, A. M. S. Minimizing the adverse impact of drought on corn by applying foliar potassium humate combined with chitosan. J. Soil Sci. Plant Nutr. 23, 1913–1929. https://doi.org/10.1007/s42729-023-01146-1 (2023).
Elshamly, A. M. & Nassar, S. M. The impacts of applying cobalt and chitosan with various water irrigation schemes at different growth stages of corn on macronutrient uptake, yield, and water use efficiency. J. Soil Sci. Plant Nutr. https://doi.org/10.1007/s42729-023-01233-3 (2023).
Maqsood, M. F. et al. Biogenic nanoparticles application in agriculture for ROS mitigation and abiotic stress tolerance: A review. Plant Stress 10, 100281. https://doi.org/10.1016/j.stress.2023.100281 (2023).
Estefan, G., Sommer, R. & Ryan, J. Methods of soil, plant, and water analysis: a manual for the west, Asia and North Africa region. ICARDA, Beirut, Lebanon. (2013)
Soil Survey Staff Keys to soil taxonomy, 12th edn.United States Department of Agriculture, Natural Resources Conservation Service, Washington, p 360. (2014)
Saif El-Deen, U. M., Ezzat, A. S. & El-Morsy, A. H. A. Effect of phosphorus fertilizer rates and application methods of humic acid on productivity and quality of sweet potato. J. Plant Prod. 2, 53–66 (2011).
Harfoush, E., Abdel-Razzek, A. H., El-Adgham, F. I. & El-Sharkawy, A. M. Effects of humic acid and chitosan under different levels of nitrogen and potassium fertilizers on growth and yield potential of potato plants (Solanum tuberosum, L.). Alex. J. Agric. Sci. 62, 135–148. https://doi.org/10.21608/alexja.2017.5761 (2017).
Zheng, K. et al. Efficiency of chitosan application against Phytophthora infestans and the activation of defence mechanisms in potato. Inter. J. Bio. Macromol. 182, 1670–1680 (2021).
Stasińska-Jakubas, M. & Hawrylak-Nowak, B. Protective, bio stimulating, and eliciting effects of chitosan and its derivatives on crop plants. Molecules 27, 2801 (2022).
Allen, R. G., Pereira, L. S., Raes, D. & Smith, M. Crop evapotranspiration: guidelines for computing crop water requirements. Irrigation and drainage paper no 56. Food and agriculture Organization of the United Nations (FAO), Rome, Italy. (1998).
Afzal, A., Duiker, S. W. & Watson, J. E. Leaf thickness to predict plant water status. Bio Sys. Eng. 156, 148–156. https://doi.org/10.1016/j.biosystemseng.2017.01.011 (2017).
Luo, H. et al. Exogenous proline induces regulation in 2-acetyl-1-pyrroline (2-AP) biosynthesis and quality characters in fragrant rice (Oryza sativa L.). Sci. Rep. 10, 1–8. https://doi.org/10.1038/s41598-020-70984-1 (2020).
Abdallah, M. M. S., El-Bassiouny, H. M. S. & Abou Seeda, M. A. Potential role of kaolin or potassium sulfate as antitranspirant on improving physiological, biochemical aspects and yield of wheat plants under different watering regimes. Bull. Nat. Res. Cent. 43, 1–12. https://doi.org/10.1186/s42269-019-0177-8 (2019).
Ray, K. et al. Macronutrient management effects on nutrient accumulation, partitioning, remobilization, and yield of hybrid maize cultivars. Front. Plant Sci. 11, 1–19. https://doi.org/10.3389/fpls.2020.01307 (2020).
Mohammed, S. B. et al. High soil phosphorus application significantly increased grain yield, phosphorus content but not zinc content of cowpea grains. Agron. 11, 802. https://doi.org/10.3390/agronomy11040802 (2021).
El-Katony, T. M., El-Bastawisy, Z. M. & El-Ghareeb, S. S. Timing of salicylic acid application affects the response of maize (Zea mays L.) hybrids to salinity stress. Heliyon 5, 1–30. https://doi.org/10.1016/j.heliyon.2019.e01547 (2019).
Chang, S. K. C. & Zhang, Y. Protein Analysis. In: Nielsen, S.S. (eds) Food Analysis. Food Science Text Series. Springer, Cham. https://doi.org/10.1007/978-3-319-45776-5_18 (2017)
Adu-Kwarteng, E. et al. Variability of sugars in staple-type sweet potato (Ipomoea batatas) cultivars: the effects of harvest time and storage. Inter. J. Food Prop. 17, 410–420. https://doi.org/10.1080/10942912.2011.642439 (2014).
Qiang, L. I., Li, X. Y., Li, H. M., Tang, Z. H. & Ling, H. U. Selection of parents for breeding edible varieties of sweet potato with high carotene content. Agric. Sci. China 8, 1166–1173. https://doi.org/10.1016/S1671-2927(08)60327-2 (2009).
Elshamly, A. M. Interaction effects of sowing date, irrigation levels, chitosan, and potassium silicate on yield and water Use efficiency for maize grown Under arid climate. Gesunde Pflanzen. https://doi.org/10.1007/s10343-023-00836-1 (2023).
Costat, Statistical Analysis Package Ver. 6.303. Co Hort Software. CA, USA. (2004)
Casella, G. Statistical Design 1st edn. (Springer, 2008).
Zhou, M., Sun, Y., Wang, S., Liu, Q. & Li, H. Photosynthesis product allocation and yield in sweet potato in response to different late-season irrigation levels. Plants 12, 1780. https://doi.org/10.3390/plants12091780 (2023).
Chen, X. et al. Responses of root physiological characteristics and yield of sweet potato to humic acid urea fertilizer. PLoS One 18, 12. https://doi.org/10.1371/journal.pone.0189715 (2017).
Man Hong, Y., Lei, Z., Sheng-Tao, X., McLaughlin, N. B. & Jing-Hui, L. Effect of water soluble humic acid applied to potato foliage on plant growth, photosynthesis characteristics and fresh tuber yield under different water deficits. Sci. Rep. 10, 1–10. https://doi.org/10.1038/s41598-020-63925-5 (2020).
Li, Y. et al. Humic acid fertilizer improved soil properties and soil microbial diversity of continuous cropping peanut: A three-year experiment. Sci. Rep. 9, 12014. https://doi.org/10.1038/s41598-019-48620-4 (2019).
Yildirim, E. Foliar and soil fertilization of humic acid affect productivity and quality of tomato. Acta Agric. Scandinavica. Sect. B Soil Plant Sci. 57, 182–186. https://doi.org/10.1080/09064710600813107 (2007).
Ning, Y. et al. Response of sweet potato in source-sink relationship establishment, expanding, and balance to nitrogen application rates. Acta Agron. Sin. 41, 432–439. https://doi.org/10.3724/SP.J.1006.2015.00432 (2015).
Laurie, S. M., Bairu, M. W. & Laurie, R. N. Analysis of the nutritional composition and drought tolerance traits of sweet potato: selection criteria for breeding lines. Plants 11, 1804. https://doi.org/10.3390/plants11141804 (2022).
Hsiao, T. C. & Xu, L. K. Sensitivity of growth of roots versus leaves to water stress: biophysical analysis and relation to water transport. J. Exp. Bot. 51, 1595–1616. https://doi.org/10.1093/jexbot/51.350.1595 (2000).
Imadi, S. R., Gul A., Dikilitas, M., Karakas, S., Sharma, I. & Ahmad, P. Water stress: types, causes, and impact on plant growth and development, in water stress and crop plants: a sustainable approach, ed. P. Ahmad (John Wiley & Sons), pp: 343–355. https://doi.org/10.1002/9781119054450.ch21 (2016).
Kim, Y. et al. Root response to drought stress in rice (Oryza sativa L.). Inter. J. mol. Sci. 21, 1513. https://doi.org/10.3390/ijms21041513 (2020).
Hussan, M. U. et al. Impact of soil applied humic acid, zinc and boron supplementation on the growth, yield and zinc translocation in winter wheat. Asian J. Agric. Biol. https://doi.org/10.35495/ajab.2021.02.080 (2021).
Hueso-González, P., Martínez-Murillo, J. F. & Ruiz-Sinoga, J. D. The impact of organic amendments on forest soil properties under Mediterranean climatic conditions. Land Degrad. Dev. 25, 604–612. https://doi.org/10.1002/ldr.2296 (2014).
Maji, D., Misra, P., Singh, S. & Kalra, A. Humic acid rich vermicompost promotes plant growth by improving microbial community structure of soil as well as root nodulation and mycorrhizal colonization in the roots of Pisum sativum. App. Soil Eco. 110, 97–108. https://doi.org/10.1016/j.apsoil.2016.10.008 (2017).
Manschadi, A. M., Christopher, J. T., Hammer, G. L. & Devoil, P. Experimental and modelling studies of drought-adaptive root architectural traits in wheat (Triticum aestivum L.). Plant Bio. Syst. 144, 458–462. https://doi.org/10.1080/11263501003731805 (2010).
Zhang, S., Xiang, D., Li, H. & Liu, Q. Responses of root growth and morphological characteristics of sweet potato plants to varying nitrogen levels under drought. Inter. J. Agric. Bio. 24, 201–206 (2020).
Adamuchio-Oliveira, L. G., Mazaro, S. M., Mógor, G., Santanna-Santos, B. F. & Mógor, Á. F. Chitosan associated with chelated copper applied on tomatoes: Enzymatic and anatomical changes related to plant defense responses. Sci. Hort. 271, 109431. https://doi.org/10.1016/j.scienta.2020.109431 (2020).
Rabêlo, V. M. et al. The foliar application of a mixture of semisynthetic chitosan derivatives induces tolerance to water deficit in maize, improving the antioxidant system and increasing photosynthesis and grain yield. Sci. Rep. 9, 8164. https://doi.org/10.1038/s41598-019-44649-7 (2019).
Nossier, M. I., Abd-Elrahman, S. H. & El-Sayed, S. M. Effect of using garlic and lemon peels extracts with selenium on Vicia faba productivity. Asian J. Agric. Biol. 2022(4), 202107276. https://doi.org/10.35495/ajab.2021.07.276 (2022).
El Amerany, F. et al. Foliar application of chitosan increases tomato growth and influences mycorrhization and expression of endo chitinase-encoding genes. Inter. J. Mol. Sci. 21, 535. https://doi.org/10.3390/ijms21020535 (2020).
Mackowiak, C. L., Grossl, P. R. & Bugbee, B. G. Beneficial effects of humic acid on micronutrient availability to wheat. Soil Sci. Soc. America J. 65, 1744–1750. https://doi.org/10.2136/sssaj2001.1744 (2001).
Ashraf, M. & Harris, P. Use of genetic engineering and molecular biology approaches for crop improvement for stress environments. Abiotic Stress. https://doi.org/10.1201/9781482293609-11 (2005).
Khalid, F. et al. Nano priming for boosting growth and resilience in crops under abiotic stresses. Biocatal. Agricul. Biotechnol. 53, 102892. https://doi.org/10.1016/j.bcab.2023.102892 (2023).
Acknowledgements
The author would like to thank the Water Studies and Research Complex (WSRC) Station and National Water Research Center (NWRC) for their financial support to conduct this work. Also, the authors also extend their appreciation to the researchers supporting project number (RSPD2024R571), King Saud University, Riyadh, Saudi Arabia.
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All authors contributed equally in conception, designing, writing, reviewing and approval of the final version of the manuscript. Material preparation, data collection was performed by A.M.S.E.; R.I. contributed to the section of the statistical analysis; software and resources by R.I., M.S.E., T.C. and Y.A.A. The first draft of the manuscript was written by A.M.S.E. and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.
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Elshamly, A.M.S., Iqbal, R., Elshikh, M.S. et al. Chitosan combined with humic applications during sensitive growth stages to drought improves nutritional status and water relations of sweet potato. Sci Rep 14, 6351 (2024). https://doi.org/10.1038/s41598-024-55904-x
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DOI: https://doi.org/10.1038/s41598-024-55904-x
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