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Article

Effects of Several Chemicals on the Migration Behavior of Bursaphelenchus xylophilus (Steiner & Buhrer) Nickle

1
Co-Innovation Center for Sustainable Forestry in Southern China, College of Forestry, Nanjing Forestry University, Nanjing 210037, China
2
Jiangsu Key Laboratory for Prevention and Management of Invasive Species, Nanjing 210037, China
*
Author to whom correspondence should be addressed.
Forests 2021, 12(6), 771; https://doi.org/10.3390/f12060771
Submission received: 12 April 2021 / Revised: 3 June 2021 / Accepted: 8 June 2021 / Published: 11 June 2021
(This article belongs to the Section Forest Ecophysiology and Biology)

Abstract

:
The pine wood nematode (PWN), Bursaphelenchus xylophilus, that causes pine wilt disease (PWD), has severely damaged forests and ecosystems in countries of East Asia and Europe. Since the high propagation rate of PWD is the main cause of the devastating disease, it is very important to interfere with the spread of PWN mediated by its insect vector (Monochamus alternatus). In order to explore new methods and approaches for the prevention and control of pine wood nematode disease, chemicals with attraction or repellency to pine wood nematode and stable diffusion or volatilization in infected wood were screened out to interfere and hinder the pupa chamber effect, the aggregation behavior of PWN to pupa chamber in M. alternatus. In the present study, 22 chemicals were inoculated on water agar medium and infected wood to verify the tropism of PWN toward the chemicals from the aspects of attraction and repellency. The results indicate that linoleic acid, oleic acid, diacetyl and β-myrcene have attractive effects on PWN, while kerosene and β-humulene have repellent effects on PWN and are able to stably permeate and volatilize within pine trees. This research shows that some chemicals can affect the movement behavior of PWN and interfere with its migration to the pupal chamber in M. alternatus, thus reducing the dispersal efficiency of PWNs carried by insect vectors. This chemically based strategy would provide novel approaches for effective controlling of pine wilt disease.

1. Introduction

Pine wood nematode (PWN) Bursaphelenchus xylophilus (Steiner and Buhrer, 1934) Nickle, 1970. is known to originate in North America and first spread to Japan in the early 1900s and dispersed to other parts of Asia (China, Japan, and South Korea) and Europe (including Portugal and Spain) [1]. The infected pine trees by PWN leads to blockage of the tree vasculature, resulted in wilting symptoms and ultimately death [2]. A susceptible host can wilt and die within weeks of infection if conditions are favorable for disease development. Despite the tremendous efforts to control pine wilt disease (PWD) and quarantine wood products from infested areas, PWD has become the most destructive threat to all forests in Asia.
The main reason that PWD has such a great impact on the ecological environment is its high infectivity [3]. The dispersal ways of PWN can be divided into natural dispersal and human-mediated dispersal [4]. Natural dispersal depends mainly on the insect vectors which considered as the most common ways to transmit the nematode [1]. (Monochamus spp.) Each Monochamus alternatus Hope individual is able to carry thousands to tens of thousands of PWNs. The life cycle of PWN includes two stages: the reproduction stage and the dispersal stage [5]. The dispersal of the PWN occurs when the PWN develops to the fourth larval (dispersal) stage (JIV) upon encountering its insect vector, the pine sawyer beetle [6], inside an infected pine tree. The life cycles of Bursaphelenchus xylophilus and M. alternatus are specifically coordinated with each other [7]. When conditions are unfavorable, such as when food resources and temperatures are low, individuals in the second larval stage (JII) molt to the third larval stage (JIII) and aggregate around the pupal chamber of M. alternatus [8,9]. Before the emergence of adult longicorn beetles, JIII larvae become the fourth-instar larvae, reaching the dispersal stage (JIV). Then, PWN enters the respiratory system of the adult longicorn beetles through the spiracles; at this time, the beetles are newly winged, and their body wall has not completely sclerotized [10]. Subsequently, when adult longicorn beetles take in supplementary nutrition or lay eggs, the PWNs escape from the trachea of longicorn beetles and enter the new host’s body via wounds caused by the feeding or spawning of longicorn beetles.
Therefore, the coordinated life cycle between PWN and its insect vector as well as the accurate identification of the pupa chamber of longicorn were heated discussed by scholars. Chemical signals were proved to be a key role in mediating interspecific interactions among PWN, its vector beetle and the pine tree host. The aggregation of LIII larvae around the beetle pupal chambers is triggered by terpene signals produced by the beetles when developing into adults [11]. The LIII–LIV molt in PWN is stimulated by fatty acid ethyl esters produced by beetles, specifically during the late pupa and early adult stages [12]. Furthermore, chemical signals also play an important role in mediating intraspecific interactions within populations of nematodes [12]. Chemicals that are highly attractive to PWNs, such as oleic acid and linoleic acid, were found in pine trees, beetle pupal chambers, larvae and adults of longicorns [13]. Many species of free-living and parasitic nematodes coordinate their behavior and development by secreting a family of pheromones called the ascaroside. The ascarosides have been shown to affect dauer formation, sexual attraction, aggregation, dispersal and olfactory plasticity in nematodes [14].
In this study, chemicals that not only have attractive or repellent effects on PWN but can also stably permeate and spread within infected wood were screened. The prospects of the study were to develop new strategies for blocking the infection cycle of PWN and to provide new ideas and methods for the prevention and control of PWD.

2. Materials and Methods

2.1. Source and Culture of PWNs

PWN isolates (AmA3, AA3, and YW4) were stored in the Forest Pathology Laboratory of Nanjing Forestry University. They were cultured on Botrytis cinerea in Potato Dextrose Agar (PDA) Medium at 25 °C in the dark.
AmA3 was separated from susceptible Pinus thunbergii Parl. in Anhui Province, China; AA3 was separated from susceptible Pinus taiwanensis Hayata in Anhui Province, China; YW4 was separated from susceptible Pinus kesiya var. langbianensis in Yunnan Province, China [11].

2.2. Chemicals

Twelve chemicals with potential attraction effect and eleven chemicals with repellency effects are used in this study (Table 1).
The long-chain fatty acids were proved to be related to the migration of PWNs to the body and pupal chamber of its insect vector (M. alternatus) [7]. Diacetyl has a behavioral stimulus effect on Caenorhabditis elegans [12]. These chemicals and their homologues are used in this study.

2.3. The Self-Designed Assay for Evaluating Attractive Effects of Chemicals toward PWN

Water agar medium [13,14] (15 cm diameter) was used to test the attractive effects of several chemicals toward PWNs (Figure 1). First, a hole was made on 3 cm from the edge of the plate, a sterile cotton ball was placed in the hole, and chemicals were dripped on the cotton ball. Another sterile cotton ball was placed in another hole at the corresponding position on the opposite side of the same dish, and a 200 μL aliquot of worm solution (approximately 1000 PWNs) was added to the cotton ball. Sterile water treatment was used as the control.
These plates were then sealed with parafilm and placed in an incubator at 25 °C for 24 h. Agar blocks with a diameter of 3 cm were excised from the position of the cotton ball to which chemicals were added. PWNs in the agar blocks were separated via the Baermann funnel technique. The isolated PWNs were observed and counted under an optical microscope.

2.4. Attractive Effects of Several Chemicals on PWN in Infected Wood

After P. thunbergii Parl. trees that had died in the previous year were felled in the Yaolingkou area of Jurong Forest Farm in Jiangsu Province, we removed the side branches and cut the infected wood on the main trunk into segments with a length of 60 cm. A total of three round holes staggered on the positive and negative sides of each wood segment with a diameter of 35 mm and depth of 40 mm were introduced, with holes No. 1 and No. 3 located at either and No. 2 in the middle. PWNs in wood chips obtained by drilling were separated from the wood chips and counted to obtain the initial value.
After pretreatment, different doses of chemicals were injected into the holes in the infected wood. Eight different chemicals and three different concentration dose gradients were set up in the experiment. The holes were filled with sawdust and rolled cotton and then sealed with parafilm.
Three weeks after the chemicals were injected, approximately 50 g of wood chips were collected from the holes at both ends of the wood segments, from which PWNs were separated and counted to obtain the treatment value. Five wood segments were inoculated in each treatment (generally from different trees), and sterile water treatment was used as a negative control. The rate of increase in the PWN counts was calculated with the following formula, and the result was used as a standard to measure the attraction effect of the chemicals on PWNs:
  r = x 2   x 1 x 1 × 100 %
where ‘r’ represents the rate of increase in the PWN counts in infected wood after chemical treatment (%); x1 represents the number of PWNs per gram of sawdust (dry weight) before chemical treatment; and x2 represents the number of PWNs per gram of sawdust (dry weight) after chemical treatment.

2.5. The Self-Designed Assay for Evaluating Repellent Effects of Chemicals toward PWN

Water agar medium (15 cm) was prepared via the quadripartite agar plate method and marked appropriately (Figure 2). After the water agar medium was naturally air dried, a hole was introduced with a punch at three points located 3.75 cm from the center of the plate, and an aseptic cotton ball was added to the hole. Sterile water was used as the negative control. Finally, 200 μL of a PWN solution (approximately 1000 PWNs) was dripped at the central point in the dried medium.
After 24 h, the movement of the PWNs was observed, agar blocks were removed within radii of 2 cm, 4 cm and 6 cm from the center of the plate, and the PWNs were separated and counted. Each process was repeated 5 times.

2.6. Repellent Effect of Several Chemicals on PWN in Infected Wood

After P. thunbergii Parl. that had died in the previous year were felled in the Yaolingkou area of Jurong Forest Farm in Jiangsu Province, the side branches were removed, and the main trunks of the infected wood were cut into segments with a length of 60 cm. A total of three round holes staggered on the positive and negative sides of each wood segment with a diameter of 35 mm and a depth of 40 mm were introduce, with holes No. 1 and No. 3 located at both ends and No. 2 in the middle. PWNs in wood chips obtained by drilling were separated from the wood chips and counted to obtain the initial value.
After pretreatment, different doses of chemicals were injected into the holes in the wood that contained PWNs. Three different chemicals and three different concentration dose gradients were set up in the experiment. The holes were filled with sawdust and rolled cotton and then sealed with parafilm.
Three weeks after the chemicals we estimate the rate of decrease in the PWN as described above for the rate of the increase. The rate of the decrease in the PWN counts was calculated with the following formula, whose result was used as a standard to measure the repellent effect of the chemicals on PWN:
r = x 1   x 2 x 1 × 100 %
where r represents the rate of the decrease in the PWN counts on infected wood after chemical treatment (%); x1 represents the number of PWNs per gram of sawdust (dry weight) before chemical treatment; and x2 represents the number of PWNs per gram of sawdust (dry weight) after chemical treatment.

2.7. Statistical Analysis

The data were subjected to analysis of variance and Duncan’s multiple comparison test with SPSS 21.0 software (IBM Inc., Armonk, NY, United States), and the standard errors of all mean values were calculated (p < 0.05). Graphs were generated using GraphPad Prism 8.0 (GraphPad Software, Inc., Chicago, IL, USA).
Two analyses were carried out on the data obtained in the attractive effects experiment. Firstly, the effects of a chemical to different strains of PWNs were compared. If there was no difference of effect among the strains, the average value of the effect from the three strains was used in downstream analysis. Secondly, the effects of different chemicals to the same PWNs strain were compared.
In addition, the number of nematodes along the distance gradient was reported to detect the repellent effect of chemicals on PWNs.
Detailed analysis was described in the “supplementary file” (Table S1).

3. Results

3.1. Analysis of the Attractive Effects of Several Chemicals toward PWN

The PWNs from the cotton balls were isolated after 24 h.
The number of PWNs in the control (sterile water treatment) was 70 ± 0.81, while the number of PWNs in the treatment of diacetyl, linoleic acid, oleic acid, toluene and β-myrcene, β-caryophyllene, stearic acid and palmitic acid were 515 ± 5.89, 444 ± 4.49, 338 ± 5.44, 291 ± 5.73, 264 ± 8.18, 168 ± 3.68, 154 ± 3.68, 148 ± 2.45, respectively (Table 2). The number of PWNs in the chemical treatments were all significantly higher than that in the control (p < 0.05), suggesting that the chemicals tested can attracted PWNs on the water agar medium.
Chemicals that might potentially attract PWNs were screened on water agar medium and inoculated onto segments of infected wood. The PWNs present in infected wood were sampled, separated and counted (Figure 3). The increase in the PWN populations around the inoculation site differed from the infected wood which treated with different chemicals (Figure 3). The inoculation of linoleic acid, oleic acid, diacetyl and β-myrcene maximized the number of PWNs around the inoculation site, with increase rates of 54.23%, 49.78%, 36.28% and 26.39%, respectively (4.57% increase in the control). Different doses of the same chemical resulted in little difference in attraction effect.
It could be concluded that linoleic acid, oleic acid, diacetyl and β-myrcene can attract PWNs in infected wood. However, β-caryophyllene, palmitic acid, toluene and stearic acid cannot spread and volatilize in infected wood, so their attraction effect on PWNs is limited.

3.2. Analysis of Repellent Effects of Several Chemicals on PWN

The chemicals were placed at three different points on water agar medium, and 200 μL of a PWN suspension (approximately 1000 PWNs) was added to the central drop. After 24 h, the PWNs in the agar blocks with diameters of 2 cm, 4 cm and 6 cm from the central point were separated and counted. After 24 h of treatment with five kinds of inorganic compounds, the numbers of PWNs separated from water agar medium blocks ranged from 20~44 PWNs; in particular, the numbers of PWNs isolated from agar blocks with diameters of 2 cm from the center of plates treated with β-humulene, kerosene and diquat dibromide ranged from 97~134 (23~33 for the control), and the number of PWNs increased along with the diameters (Figure 4). In conclusion, β-humulene, kerosene and diquat dibromide have a repellent effect on PWNs.
After the potentially PWN-repellent chemicals were screened on water agar medium, they were inoculated onto infected woods. The rate of the decrease in PWN counts around the inoculation site differed from the infected woods which treated with different chemicals (Figure 5). The number of PWNs around the inoculation site reduced significantly by inoculation with β-humulene and kerosene, and the decrease rates reached 36.58%, 39.62% and 34.34%, respectively (6.31% lower than that of the control). Therefore, the blocks of agar treated with β-humulene and kerosene can deter PWNs in infected wood.

4. Discussion

PWD has continued to spread in China in recent years, the total occurrence areas and the number of dead trees is increasing each year, and there is an urgent need for prevention and control [15]. According to previous studies, the control and prevention strategy refer to quarantine and epidemic monitoring [16], epidemic wood removal [17] and vector insect control [18]. However, there are some limitations of current methods, such as the difficulty and high cost of treatment [19]. There are also some problems in wood disposal, such as the easy spread of the PWNs and the difficulty of monitoring [20,21]. As a result, it is imperative to block the migration of PWN with the insect vector.
The mechanism of PWN migration toward vector insects in the infection cycle of PWNs has gradually become a research focus of scholars. If chemicals with a significant effect on PWNs can be found, they can be used to interfere with their movement in infected wood, block their accumulation in the pupal chamber of M. alternatus, and effectively reduce the dispersal efficiency of PWD.
In our study, NaClO, C2HCL3O2, Clycerol, and lactic acid were only able to stimulate the migration behavior of PWN, but without, chemotaxis to PWN. Palmitic acid, stearic acid, β-Caryophyllene, toluene can attract PWN in the water agar medium, However, they did not show attractive effect in the infected wood. Oleic acid, linoleic acid, diacetyl, β-Myrcene can attract PWN, and were able to stably permeate and volatilize within pine trees. On the other hand, only kerosene and β-humulene had repellent effects on PWN among 11 chemicals tested.
The tropic effects of chemicals on PWNs have been reported in previous studies. Abietic acid and phytol were found to exist in pine resin and exert a strong attractive effect on PWN, which may be related to the infection of pine trees by PWN [16]. β-Caryophyllene, β-phellandrene and isolongifolene were proven to be able to attract PWNs in assays involving the inoculation of water agar or infected wood [22,23]. Streptomyces plicatus were proved to be have attractive ability to Meloidogyne incognita at 72 h and negative to the Caenorhabditis elegans at 24 h [14]. Besides, rhizosphere bacteria are able to produce volatile substances, as signal factors to attract or repel nematodes [24,25]. In this experiment, we verified the attractivity of several chemicals on water agar medium and infected wood, which were tested similarly by Tan and Du [26,27]. Compared with the similar experiment, the method we used here was improved, and other attractant substances besides terpenes were found.
At present, some scholars have studied the repellent effect on the Caenorhabditis elegans, but there are few similar studies on PWN, researches on the chemotaxis of PWNs are focused mainly on the attractive effects of chemicals on PWNs. While this study proved that chemicals exerted a repellent effect on PWN in the infected wood, and the repellent effect was enhanced with an increasing volume.
Li pointed out that the chemotaxis of Caenorhabditis elegans toward different concentrations of diacetyl were inhibited by metal ions [5]. However, this situation was not in our study, and the metal ions did not have repellent effect on PWN. On the other hand, in this study mixture of pesticide with strong smell have repellent effect on PWN yet.
In this study, a total of 7 chemicals screened from the aspects of attraction and repellency were shown to significantly affect the movement of PWNs in infected wood to interfere with the normal pupal chamber effect. However, after the infected wood is cut down, the internal resin flow stops, and the effects of chemicals then depend on their own diffusivity and volatility, so there are some limitations of this approach. However, by inhibiting the pupal chamber effect, which is a key link in the infection cycle, the transmission of PWNs to other healthy pine trees by their vector insects to complete the infection cycle is prevented. Hence, the spread of the disease can be alleviated to a certain extent.

5. Conclusions

This study explored the effects of several chemicals on the movement behavior of PWNs from the aspects of attraction and repellency. It indicates that diacetyl, linoleic acid, oleic acid, toluene, β-myrcene, β-caryophyllene, stearic acid and palmitic acid could attract PWNs, and β-humulene kerosene could repel PWNs on the wood newly killed by PWNs. The use of chemicals to treat infected wood for the control of PWD is technically feasible and presents broad application prospects, making it worthy of further study.

Supplementary Materials

The following are available online at https://www.mdpi.com/article/10.3390/f12060771/s1, Table S1. Analysis of PWN in agar blocks after treatment with different chemicals.

Author Contributions

X.-F.S.: designed the study, conducted the experiment, performed the data analysis and wrote the article; X.-L.D.: guided the article writing and data analysis; Q.-T.W. & L.-N.S.: collected the samples and performed data analysis; J.-R.Y.: guarantor of the integrity of the entire study and approved the final version of the manuscript. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by the Major Emergency Science and Technology Project of National Forestry and Grassland Administration, PRC (Grant Number: ZD202001).

Informed Consent Statement

Informed consent was obtained from all subjects involved in the study.

Data Availability Statement

The data presented in this study are available on request from the corresponding author.

Conflicts of Interest

The authors declare no conflict of interest.

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Figure 1. Schematic diagram of the plate attraction experiment.
Figure 1. Schematic diagram of the plate attraction experiment.
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Figure 2. Schematic diagram of the plate repellency experiment.
Figure 2. Schematic diagram of the plate repellency experiment.
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Figure 3. Changes in PWNs in infected woods treated with different attractant chemicals. (A) The dose of chemicals used was 300 μL; (B) The dose of chemicals used was 600 μL; (C)The dose of chemicals used was 900 μL. Lowercase letters indicate the differences among chemicals.
Figure 3. Changes in PWNs in infected woods treated with different attractant chemicals. (A) The dose of chemicals used was 300 μL; (B) The dose of chemicals used was 600 μL; (C)The dose of chemicals used was 900 μL. Lowercase letters indicate the differences among chemicals.
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Figure 4. Movement of PWN in agar blocks after treatment with different chemicals.
Figure 4. Movement of PWN in agar blocks after treatment with different chemicals.
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Figure 5. Changes in the number of PWN in infected trees after treatment with different repellent chemicals. Lowercase letters indicate the differences among chemicals.
Figure 5. Changes in the number of PWN in infected trees after treatment with different repellent chemicals. Lowercase letters indicate the differences among chemicals.
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Table 1. Purity and sources of the chemicals used for chemical identification and laboratory and field assays.
Table 1. Purity and sources of the chemicals used for chemical identification and laboratory and field assays.
CompoundPurity (%)CAS No.Source
NaClO5.2%7681-52-9Damas-beta.
C2HCL3O2>99%200-663-8Damas-beta
Clycerol>99%56-81-5Damas-beta
Lactic acid≥97.5%50-21-5General-reagent
Palmitic acid98%57-10-3General-reagent
Stearic acid40%57-11-4General-reagent
β-Caryophyllene30%123-35-3General-reagent
β-Myrcene≥75%123-35-3Mackin
Toluene≥99.5%108-88-3Mackin
Oleic acid90%112-80-1Mackin
Linoleic acid≥98%60-33-3Mackin
Diacetyl≥98.0%431-03-8Mackin
KCl≥99.8%7447-40-7Nanjing Chemical Reagent Co., Ltd.
NaC1≥99.5%7647-14-5Nanjing Chemical Reagent Co., Ltd.
MnC1298%7773-01-5Nantong agro-chemical co. LTD
CrCl2·2.5H2O≥99.0%7790-78-5Ourchen
NaF≥99.0%7681-49-4Sinopharm Chemical Reagent Co., Ltd.
Atropine sulfate100 mμg/mL5908-99-6Sinopharm Chemical Reagent Co., Ltd.
DDVP200 g/L203645-53-8Sinopharm Chemical Reagent Co., Ltd.
CuSO4·5H2O≥99.0%7758-99-8Sinopharm Chemical Reagent Co., Ltd.
Kerosene1 L8008-20-6Sinopharm Chemical Reagent Co., Ltd.
Diquat dibromide100 μg/mL85-00-7Sinopharm Chemical Reagent Co., Ltd.
β-Humulene≥90%116-04-1Sinopharm Chemical Reagent Co., Ltd.
Table 2. Attractive effects of different chemicals toward different PWN strains.
Table 2. Attractive effects of different chemicals toward different PWN strains.
PWN AmA3 AA3 Yw4 Average
Data
Chemicals
Control70 ± 5.60 h A71 ± 14.93 g A69 ± 2.08 g A70 ± 0.81 g
NaClO89 ± 5.29 gh A85 ± 6.06 fg A76 ± 2.49 fg A83 ± 5.43 fg
C2HCL3O296 ± 5.60 gh A97 ± 14.93 fg A87 ± 2.08 fg AB93 ± 4.49 fg
Clycerol113 ± 2.06 fg A89 ± 5.60 fg B96 ± 6.33 fg B98 ± 10.07 fg
Lactic acid121 ± 8.62 fg A116 ± 3.56 fg AB124 ± 10.39 fg A120 ± 3.29 fg
Palmitic acid151 ± 8.62 e A148 ± 3.56 ef A145 ± 8.36 ef A148 ± 2.45 ef
Stearic acid154 ± 11.49 fg A150 ± 3.39 ef A159 ± 6.06 ef A154 ± 3.68 ef
β-Caryophyllene173 ± 3.39 ef A164 ± 10.43 ef B169 ± 6.06 ef A168 ± 3.68 ef
β-Myrcene272 ± 2.49 cd A253 ± 10.43 de B268 ± 10.37 de A264 ± 8.18 cd
Toluene292 ± 6.06 cd A284 ± 6.33 cd A298 ± 2.08 cd A291 ± 5.73 cd
Oleic acid337 ± 11.49 c A346 ± 2.83 bc AB333 ± 5.06 bc A338 ± 5.44 bc
Linoleic acid441 ± 4.22 b A451 ± 3.74 b AB442 ± 3.85 b A444 ± 4.49 b
Diacetyl513 ± 8.72 a AB523 ± 2.08 a AB509 ± 11.4 a A515 ± 5.89 a
Different letters indicate significant differences at p < 0.05. Capital letters indicate the differences among PWN strains. Lowercase letters indicate the differences among chemicals. AmA3 AA3 Yw4 means three strains of PWNs.
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Shi, X.-F.; Ding, X.-L.; Shi, L.-N.; Wang, Q.-T.; Ye, J.-R. Effects of Several Chemicals on the Migration Behavior of Bursaphelenchus xylophilus (Steiner & Buhrer) Nickle. Forests 2021, 12, 771. https://doi.org/10.3390/f12060771

AMA Style

Shi X-F, Ding X-L, Shi L-N, Wang Q-T, Ye J-R. Effects of Several Chemicals on the Migration Behavior of Bursaphelenchus xylophilus (Steiner & Buhrer) Nickle. Forests. 2021; 12(6):771. https://doi.org/10.3390/f12060771

Chicago/Turabian Style

Shi, Xiu-Feng, Xiao-Lei Ding, Li-Na Shi, Qing-Tong Wang, and Jian-Ren Ye. 2021. "Effects of Several Chemicals on the Migration Behavior of Bursaphelenchus xylophilus (Steiner & Buhrer) Nickle" Forests 12, no. 6: 771. https://doi.org/10.3390/f12060771

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