Abstract
Soil salinity is one of the best known stress factors of plants that can lead to crop yield reduction. Therefore, it is important to identify new tolerance varieties of plants that can grow on saline soils. We have studied the influence of salt on five different tomato varieties from the Western region of Romania and compared them with a commercial hybrid and found that one of them (Rudna) is a very salt-tolerant variety (up to 200 mM NaCl). The assimilation rates and stomata conductance of water vapour are affected by salinity but some of the local varieties of tomato exhibit quite good tolerance. We found that all plants under salinity stress emit (Z)-3-hexenol (a C6, green leaf volatile) and the emission of all terpenes increased in proportion to the salt concentration. The emission of three terpenes, (Z)-beta-ocimene. 2-carene and beta-phellandrene, have been quantitatively correlated with salt concentration.
1 Introduction
Soil salinity is an important abiotic stress which results in severe economic loss due to decreased crop productivity through the energy cost incurred by the plant [1]. Over 400 million hectares of soils are affected by salinity in which electrical conductivity of the root zone exceeds 4 dSm−1 at 25 °C [2]. In addition, climate change could result in increased soil surface salinity due to long periods of drought [3]. Soil salinity is caused by the weathering of calcareous rocks, long periods of drought, high surface evaporation, irrigation with saline water and unsustainable agriculture.
Salinity affects plants’ ionic balance, mineral nutrition, stomatal closure, and assimilation rate [4-6]. High concentration of salt causes hyperosmotic stress in plants, reducing the ability of plants to utilise water and changes the plant’s metabolic processes [7].
Tomato (Solanum lycopersicum L.) is moderately sensitive to salinity at all stages of plant development including seed germination, plant growth and fruit quality and yield [8, 9]. Due to the fact that saline irrigation or natural soil salinity decreases tomato crop productivity, there is a continuous demand for new hybrids with high salinity tolerance. Previously, we have identified some tomato varieties from rural areas of Romania with very good salt tolerance even up to 300 mM NaCl [10, 11]. It has been shown that wild species within Lycopersicon represent a potential source of useful genes for agricultural breeding (see for review [8]). To cope with oxidative and saline stress, tomato accumulates a variety of different antioxidants, such as tocopherols and proline [12, 13]. In addition to these non-volatile metabolites a vast array of volatile compounds are also emitted from plants under different stresses including drought [14], flooding [15], cold and heat [16], and ozone [17]. These volatile organic compounds have been implicated in plant-plant and plant-insect communications (see for review [18]). Soil salinity has been shown to influence not only the fruit quality [19, 2] but also the biochemistry and physiological properties (such as respiration and assimilation rates or stomata conductance) [20]. The volatile compounds emitted from tomatoes have not been studies thoroughly. The green leaf volatile emission has been reported for tomato plants inoculated with necrotrophic fungus Botrytis cinerea [21], after feeding by cotton leaf worms, Spodoptera littoralis [22] and as a result of cold and heat stress [16]. The aim of this paper is to evaluate different tomato varieties (including wild species) for their tolerance to soil salinity and to find if some volatile organic compounds can be used for rapid screening of tomato varieties for salinity stress resistance.
2 Materials and methods
2.1 Plant material and stress application
Varieties of Solanum lycopersicum L. (Solanaceae family, genus Solanum), cultivated in Western Romania, were used in the present study: Cherestur, Cheglevici, Dolat, Rudna, Giera, and the commercially available F1 hybrid ACE 55. These varieties were obtain from tomato germplast collection held at the Plant Physiology Laboratory, Banat University of Agricultural Sciences and Veterinary Medicine “King Michael 1st of Romania”, Timisoara. The seeds were sown in 5 L pots filled with commercial soil and sand (2:1 w/w). Three pots from each variety were chosen as controls and four for stress application. Every pot contained five tomato plants. They were watered daily for one week with 1.0 L of saline solution of different concentrations: 100 mM, 200 mM, 300 mM, and 400 mM. The control plants were watered daily with 1.0 L of tap water.
2.2 Gas exchange measurements and volatile organic compounds sampling
In order to perform the leaf gas exchange measurements and the volatile organic compound (VOC) sampling, we used a portable gas exchange system (GFS-3000, Heinz Walz GmbH, Effeltrich, Germany). The system has an environmental-controlled cuvette with 8 cm2 window area and is equipped with full window leaf chamber for sample illumination measurements. All measurements were made at the ambient CO2 concentration of 385 mmol mol−1, light intensity of 1000 mmol m−2 s−1, leaf temperature of 25°C, and relative humidity > 65%. After enclosure of the leaf in the cuvette, light was switched on and the leaf was stabilized until stomata opened and steady state values for the assimilation rate (A) and stomatal conductance (gs) were determined. After gas exchange measurements, 3.0 L of the air exiting from the cuvette was sampled in a multibed stainless steel cartridge (10.5 cm length, 3 cm inner diameter, Supelco, Bellefonte, USA) filled with the following adsorbents (Supelco, Bellefonte, USA): Carbotrap C 20/40 mesh (0.1 g), Carbopack C 40/60 mesh (0.1 g), and Carbotrap X 20/40 mesh (0.1 g), that were optimized for green leaf volatiles (volatile C6 aldehydes and alcohols), and mono- and sesquiterpenes. The adsorption was done at a flow rate of 200 mL min−1 for 15 min using a 1003-SKC constant flow sampling pump (SKC Inc., Houston, TX, USA). Samples were also taken from an empty leaf cuvette before and after each measurement. The cartridges filled with adsorbent were cleaned before VOC sampling by the passage of a stream of ultra pure helium at temperature of 250°C for 2 h.
The samples were analyzed for green leaf volatiles and terpene emissions by using a combined Shimadzu TD20 automated cartridge desorber and Shimadzu 2010 plus GC-MS instrument (Shimadzu Corporation, Kyoto, Japan). The chromatographic method used is detailed in [23]. The background (blank) VOC concentrations have been subtracted from emission samples of untreated plants. Compounds were identified using the NIST and Wiley libraries and the absolute concentrations of green leaf volatiles and terpenes were calculated based on an external authentic standard.
2.3 Data analyses
Means among the treatments were compared by one-way ANOVA follow by Tukey’s post hoc test. Statistical test results were considered significant at P < 0.05.
Ethical approval: The conducted research is not related to either human or animals use.
3 Results
3.1 Effect of soil salinity on photosynthetic characteristics
The effects of soil salinity on the assimilation rate and stomatal conductance to water vapor varied depending on the tomato variety. The assimilation rate for the control plants (plants which had been watered only with water) varied from 23.1 ± 0.9 μmol m−2s−1 in Cheglevici to 19.01 ± 4.5 in Rudna (Figure 1a). In ACE 55 (commercial hybrid) and two landraces (Giera and Cheglevici) the assimilation rate decreased drastically after watering with the lowest salt concentration (100 mM NaCl). However, in the wild type Rudna the assimilation rate remained elevated (10.1 ± 1.7 μmol m−2 s−1) even after watering with 200 mM NaCl (no significant difference between treatments P = 0.202). This variety also exhibited the highest assimilation rates relative to the control and compared to the commercial hybrid. The value decreased significantly at 7.01 ± 1.7 μιmol m−2 s−1 only for plants treated with 300 mM NaCl (Figure 1a). In contrast, two varieties, Giera and Cheglevici, were affected by salinity in the same way as the commercial hybrid ACE 55. Generally, the local varieties have higher stomatal conductance than the commercial hybrid: 678 ± 34 μmol m−2 s−1 for Cheglevici compared with 359 ± 34 mmol m−2 s−1 for ACE 55 (Figure 2a). Rudna and Cherestur had the highest stomata conductance to water vapor relative to the control after treatment with 100 and 200 mM NaCl, respectively (Figure 2b). The other two varieties exhibited the same stomata water vapor conductance as that of the commercial hybrid (ACE 55). In the treatment with 400 mM NaCl, A and gs decreased significantly for all studied tomato varieties (P < 0.05). After this treatment, both parameters were reduced to 20% relative to the control.

Changes in assimilation rate (a) and assimilation rate relative to control (b) in different varieties of Solanum lycopersicum L. in response to soil salinity. The data are expressed per unit projected leaf area. Means were compared by Tukey’s multiple comparison post-hoc test (n = 4) and different letters indicate means that are statistically different at P < 0.05.

Changes in stomatal conductance to water vapor (a) and stomatal conductance relative to control (b) in different varieties of Solanum lycopersicum L. in response to soil salinity. The data are expressed per unit projected leaf area. Each data point is the mean (±SE) of 4 independent replicate experiments, means were compared by Tukey’s multiple comparison post-hoc test (n = 4) and different letters indicate means that are statistically different at P < 0.05.
3.2 Emissions of volatiles from tomato under salinity stress
The green leaf volatiles detected as a result of the soil salinity stress was (Z)-3-hexenol (Figure 3). The emission from control plants had been very low at a level of 30 pmol m−2 s−1 that is close to the detection limit of the apparatus. Even at 100 mM soil salinity, all tomato varieties emitted (Z)-3-hexenol at a value between 0.17 ± 0.01 nmol m−2s−1 for Cherestur and 0.38 ± 0.06 nmol m−2 s−1 for Cheglevici. The maximum value of (Z)-3-hexenol was 2.22 ± 0.29 nmol m−2s−1 observed for Giera.

Emissions of the green leaf volatiles from S. lycopersicum plants in response to soil salinity. Each data point is the mean (±SE) of 3 independent replicate experiments. Means were compared by Tukey’s multiple comparison post-hoc test (n = 3) and different letters indicate means that are statistically different at P < 0.05.
Tomato is a constitutive monoterpene emitter under physiological conditions, but the total emissions varied at a quite low level for control plants, between 0.03 and 0.20 nmol m−2 s−1. alpha-pinene, camphene, 2-carene, alpha-phellandrene, limonene, beta-phellandrene, (E)-beta-ocimene and terpinolene have been detected in the emission from all tomato varieties (Figure 4a-f). 2-carene and beta-phellandrene are the major compounds in the emission (Figure 4). The emission of monoterpenes from plants under osmotic stress increased even in low stress ones. Anyway, the fingerprint for all volatile organic compounds was the same at all stresses levels. The emission of alpha-pinene, alpha-phellandrene, limonene are not related with the strength of the stress. For example, the emission of alpha-pinene for Cheglevici variety increased from 0.10 ± 0.02 nmol m−2 s−1 in control plants to 0.19 ± 0.02 nmol m−2 s−1 for plants treated with 400 nM NaCl. In contrast, the (E)-beta-ocimene and beta-phellandrene emissions were proportional with the stress strength (Figure 5a and b).

Emissions of monoterpenes from S. lycopersicum plants in response to soil salinity. Each data point is the mean (±SE) of 3 independent replicate experiments. Means were compared by Tukey’s multiple comparison post-hoc test (n = 3) and different letters indicate means that are statistically different at P < 0.05.

Correlation of the emissions of induced monoterpenes (E)-beta-ocimene (a), beta-phellandrene (b), 2-carene (c) and 3-hexenol (d) with soil salinity.
4 Discussions
4.1 Effect of soil salinity on leaf photosynthesis
Salinity is one of the major stress factors of the plants which affects the yield and crop productivity drastically. This could be explained by the fact that that assimilation rate is lower in plants under osmotic stress, the carbon fixation is decreasing, therefore the investment of the plants in fruits is lower [24]. Indeed, in our experiment, the assimilation rates and stomatal conductance to water vapor decreased drastically even at 200 mM NaCl treatments. We identified two varieties, Rudna and Cherestur, which have very high assimilation rates and stomatal conductance to water vapor compared with the commercial hybrid. Overall, at 200 mM only one variety (Rudna) exhibited higher parameters compared with all other studied varieties. Probably this variety of tomato contains some resistance genes to salinity. Resistance to salinity stress is controlled by few genes [25] or by the complex interaction of several genes [26]. The gene overexpression confers lower cellular damage, improvement of root and shoot growth and maintenance of photosynthetic capacity [27]. At higher concentrations of sodium chloride in the soil, both parameters (assimilation rate and stomatal conductance to water vapor) decreased drastically for all varieties, suggesting that under high salinity the osmotic effect become important in CO2 assimilation. Some papers pointed out that carbonic anhidrases and aquaporins are involved in regulation of stomatal conductance [28]. It was shown that Na+ at a concentration above 100 mM severely inhibits plants enzymes [29]. For Rudna variety we found that this threshold is increased to 200 mM. Indeed, in our previous studies based on genetic analysis we found out that this variety is the most tolerant to salinity [10].
4.2 The influence of soil salinity on volatile organic compounds emitted from tomato plants
Green leaf volatiles (C5 and C6 alcohols and ketones) originate from free fatty acids released by phospholipases from membranes in response to different abiotic and biotic stresses [30]. In our studies we found only (Z)-3-hexenol which is emitted from tomato under osmotic stress compared with the previous articles which reported four or even nine different C5 and C6 green leaf volatiles, respectively [21, 16]. The emission became significant even at 100 mM NaCl in soil but was very low for control plants. This observation rules out the mechanical damage of the leaves during experiments (see [31] for more details regarding to mechanical wounding).
Terpenes are stored in glandular trichomes of Solanum lycopersicum leaves and are released even in physiological conditions at a level of 0.5 nmol m−2 s−1 which is in accordance with data obtained by Schimiller et al. [32, 33]. The emissions consisted of α-pinene, camphene, 2-carene, α-phellandrene, limonene, β-phellandrene, (E)-β-ocimene and terpinolene as have been previously reported by Jensen et al. [21] and Copolovici et al. [16]. The composition was the same for stressed and control plants and could be due to cellular damage or enhanced permeability of barriers of terpene-containing structures. The same emissions have been described for B. cinerea infection of tomato which has been associated with inoculation damage [21] as well as for cold and heat stress [16]. It has been shown that the terpene emissions from storage pools scale exponentially with temperature due to the permeability changes of the glandular trichomes [16, 34]. In case of osmotic stress, the trichomes developed irregularly in Nicotiana tabacum L. [35] and even showed an overall density increase in Madia sativa [36, 37]. This observation can explain,, the increase of the emission of different terpenes with soil salinity in this study and we can speculate that increasing emission of terpenes can play an important role in stress tolerance. The emission of (E)-ß-ocimene, which is typically induced by abiotic stress, is increased proportionally with the soil salinity. (E)-beta-ocimene is synthesized in the plastid via the 2-C-methyl-d-erythritol-4-P pathway [38] and its emission could be due to changes in metabolite channeling. In the same way, the 2-carene and beta-phellandrene emissions increased with the concentration of soil salinity (Figure 5).
5 Conclusions
The photosynthetic parameters (assimilation rate and stomata water vapor conductance) decreased drastically for all plants watered with saline solution. One of the varieties (Rudna) showed better adaptation for growing in saline soil (high assimilation rates even at 200 mM NaCl) than the commercial hybrid. This study demonstrated that volatile organic compounds can be used as a very sensitive stress signal. One of the green leaf volatile (3-hexenol) emissions increased exponential with soil salinity and terpenes ((E)-beta-ocimene, beta-phellandrene and 2-carene) scale up with saline stress and can be used as markers of the stress.
Acknowledgements
This work was supported by a grant of the Romanian National Authority for Scientific Research, CNSI-UEFISCDI, project number PN-II-PT-PCCA-2011-3.1-0965 and by and the European Commission and the Romanian Government (project POSCCE 621/2014). The authors would also like to thank the Centre for Consultancy and Euro-regional Rural Cooperation for financial support.
Conflicts of interest: Authors state no conflict of interest
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- Genetic Defects Underlie the Non-syndromic Autosomal Recessive Intellectual Disability (NS-ARID)
- Review articles
- Research Progress on Tissue Culture and Genetic Transformation of Kenaf (Hibiscus cannabinus)
- Topical Issue On Precision Medicine
- MiR-107 inhibits proliferation of lung cancer cells through regulating TP53 regulated inhibitor of apoptosis 1 (TRIAP1)
- Topical Issue On Precision Medicine
- The functional role of exosome microRNAs in lung cancer
- Topical Issue On Precision Medicine
- The diagnostic value of serum microRNA-183 and TK1 as biomarkers for colorectal cancer diagnosis
- Topical Issue On Precision Medicine
- Screening feature modules and pathways in glioma using EgoNet
- Topical Issue On Precision Medicine
- Isoliquiritigenin inhibits colorectal cancer cells HCT-116 growth by suppressing the PI3K/AKT pathway
- Topical Issue On Precision Medicine
- Association between Caveolin-1 expression and pathophysiological progression of femoral nerves in diabetic foot amputation patients
- Topical Issue On Precision Medicine
- Biomarkers in patients with myocardial fibrosis
- Topical Issue On Precision Medicine
- Dysregulated pathways for off-pump coronary artery bypass grafting
- Topical Issue On Precision Medicine
- Individualized identification of disturbed pathways in sickle cell disease
- Topical Issue On Precision Medicine
- The prognostic value of serum PCT, hs-CRP, and IL-6 in patients with sepsis
- Topical Issue On Precision Medicine
- Sevoflurane-medicated the pathway of chemokine receptors bind chemokines in patients undergoing CABG
- Topical Issue On Precision Medicine
- The functional role of microRNAs in laryngeal carcinoma
- Topical Issue On Precision Medicine
- Revealing pathway cross-talk related to diabetes mellitus by Monte Carlo Cross-Validation analysis
- Topical Issue On Precision Medicine
- Correlation between CDKAL1 rs10946398C>A single nucleotide polymorphism and type 2 diabetes mellitus susceptibility: A meta-analysis
- Special Issue on Agricultural and Biological Sciences
- Effects of environmental variables on seedling distribution of rare and endangered Dacrydium pierrei
- Special Issue on Agricultural and Biological Sciences
- Study on synthesis and properties of nanoparticles loaded with amaryllidaceous alkaloids
- Special Issue on Agricultural and Biological Sciences
- Bacterial Infection Potato Tuber Soft Rot Disease Detection Based on Electronic Nose
- Special Issue on Agricultural and Biological Sciences
- Effects of subsoiling on maize yield and water-use efficiency in a semiarid area
Articles in the same Issue
- Research Articles
- Field Performance and Genetic Fidelity of Micropropagated Plants of Coffea canephora (Pierre ex A. Froehner)
- Research Articles
- Foliage maturity of Quercus ilex affects the larval development of a Croatian coastal population of Lymantria dispar (Lepidoptera: Erebidae)
- Research Articles
- Structural and functional impact of SNPs in P-selectin gene: A comprehensive in silico analysis
- Research Articles
- High embryogenic ability and regeneration from floral axis of Amorphophallus konjac (Araceae)
- Research Articles
- Terpene content of wine from the aromatic grape variety ‘Irsai Oliver’ (Vitis vinifera L.) depends on maceration time
- Research Articles
- Light and smell stimulus protocol reduced negative frontal EEG asymmetry and improved mood
- Research Articles
- Swailing affects seed germination of plants of European bio-and agricenosis in a different way
- Research Articles
- Survey analysis of soil physicochemical factors that influence the distribution of Cordyceps in the Xiahe Region of Gansu Province
- Research Articles
- Production of biogas: relationship between methanogenic and sulfate-reducing microorganisms
- Research Articles
- Pentraxin 3 and atherosclerosis among type 2 diabetic patients
- Research Articles
- Evaluation of ribosomal P0 peptide as a vaccine candidate against Argulus siamensis in Labeo rohita
- Research Articles
- Variation of autosomes and X chromosome STR in breast cancer and gynecological cancer tissues
- Research Articles
- Response of antioxidant enzymes to cadmium-induced cytotoxicity in rat cerebellar granule neurons
- Research Articles
- Cardiac hypertrophy and IGF-1 response to testosterone propionate treatment in trained male rats
- Research Articles
- BRAF-activated non-protein coding RNA (BANCR) advances the development of esophageal squamous cell carcinoma via cell cycle
- Research Articles
- The influence of soil salinity on volatile organic compounds emission and photosynthetic parameters of Solanum lycopersicum L. varieties
- Research Articles
- Simple Protocol for immunoglobulin G Purification from Camel “Camelus dromedarius” Serum
- Research Articles
- Expression of psbA1 gene in Synechocystis sp. PCC 6803 is influenced by CO2
- Research Articles
- Frequency of Thrombophilic Gene Mutations in Patients with Deep Vein Thrombosis and in Women with Recurrent Pregnancy Loss
- Research Articles
- Evaluation of anticancer properties of a new α-methylene-δ-lactone DL-249 on two cancer cell lines
- Research Articles
- Impact of heated waters on water quality and macroinvertebrate community in the Narew River (Poland)
- Research Articles
- Effects of Some Additives on In Vitro True Digestibility of Wheat and Soybean Straw Pellets
- Research Articles
- RNAi-mediated gene silencing in Rhynchophorus ferrugineus (Oliver) (Coleoptera: Curculionidae)
- Research Articles
- New pathway of icariin-induced MSC osteogenesis: transcriptional activation of TAZ/Runx2 by PI3K/Akt
- Research Articles
- Tudor-SN protein expression in colorectal cancer and its association with clinical characteristics
- Research Articles
- Proteomic and bioinformatics analysis of human saliva for the dental-risk assessment
- Research Articles
- Reverse transcriptase sequences from mulberry LTR retrotransposons: characterization analysis
- Research Articles
- Strain Stimulations with Different Intensities on Fibroblast Viability and Protein Expression
- Research Articles
- miR-539 mediates osteoblast mineralization by regulating Distal-less genes 2 in MC3T3-E1 cell line
- Research Articles
- Diversity of Intestinal Microbiota in Coilia ectenes from Lake Taihu, China
- Research Articles
- The production of arabitol by a novel plant yeast isolate Candida parapsilosis 27RL-4
- Research Articles
- Effectiveness of Azospirillum brasilense Sp245 on young plants of Vitis vinifera L.
- Research Articles
- Changes of photochemical efficiency and epidermal polyphenols content of Prosopis glandulosa and Prosopis juliflora leaves exposed to cadmium and copper
- Research Articles
- Ultraweak photon emission in strawberry fruit during ripening and aging is related to energy level
- Research Articles
- Molecular cloning, characterization and evolutionary analysis of leptin gene in Chinese giant salamander, Andrias davidianus
- Research Articles
- Longevity and stress resistance are affected by activation of TOR/Myc in progenitor cells of Drosophila gut
- Research Articles
- Curcumin attenuates oxidative stress in liver in Type 1 diabetic rats
- Research Articles
- Risk factors of long-term postoperative renal function after partial nephrectomy in a solitary kidney
- Research Articles
- Developmental anomalies of the right hepatic lobe: systematic comparative analysis of radiological features
- Review articles
- Genetic Defects Underlie the Non-syndromic Autosomal Recessive Intellectual Disability (NS-ARID)
- Review articles
- Research Progress on Tissue Culture and Genetic Transformation of Kenaf (Hibiscus cannabinus)
- Topical Issue On Precision Medicine
- MiR-107 inhibits proliferation of lung cancer cells through regulating TP53 regulated inhibitor of apoptosis 1 (TRIAP1)
- Topical Issue On Precision Medicine
- The functional role of exosome microRNAs in lung cancer
- Topical Issue On Precision Medicine
- The diagnostic value of serum microRNA-183 and TK1 as biomarkers for colorectal cancer diagnosis
- Topical Issue On Precision Medicine
- Screening feature modules and pathways in glioma using EgoNet
- Topical Issue On Precision Medicine
- Isoliquiritigenin inhibits colorectal cancer cells HCT-116 growth by suppressing the PI3K/AKT pathway
- Topical Issue On Precision Medicine
- Association between Caveolin-1 expression and pathophysiological progression of femoral nerves in diabetic foot amputation patients
- Topical Issue On Precision Medicine
- Biomarkers in patients with myocardial fibrosis
- Topical Issue On Precision Medicine
- Dysregulated pathways for off-pump coronary artery bypass grafting
- Topical Issue On Precision Medicine
- Individualized identification of disturbed pathways in sickle cell disease
- Topical Issue On Precision Medicine
- The prognostic value of serum PCT, hs-CRP, and IL-6 in patients with sepsis
- Topical Issue On Precision Medicine
- Sevoflurane-medicated the pathway of chemokine receptors bind chemokines in patients undergoing CABG
- Topical Issue On Precision Medicine
- The functional role of microRNAs in laryngeal carcinoma
- Topical Issue On Precision Medicine
- Revealing pathway cross-talk related to diabetes mellitus by Monte Carlo Cross-Validation analysis
- Topical Issue On Precision Medicine
- Correlation between CDKAL1 rs10946398C>A single nucleotide polymorphism and type 2 diabetes mellitus susceptibility: A meta-analysis
- Special Issue on Agricultural and Biological Sciences
- Effects of environmental variables on seedling distribution of rare and endangered Dacrydium pierrei
- Special Issue on Agricultural and Biological Sciences
- Study on synthesis and properties of nanoparticles loaded with amaryllidaceous alkaloids
- Special Issue on Agricultural and Biological Sciences
- Bacterial Infection Potato Tuber Soft Rot Disease Detection Based on Electronic Nose
- Special Issue on Agricultural and Biological Sciences
- Effects of subsoiling on maize yield and water-use efficiency in a semiarid area