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1.
Non-crop areas can increase the abundance of natural invertebrate enemies on farmland and assist in invertebrate pest control, but the relative benefits of different types of vegetation are often unclear. Here, we investigated abundance of natural enemies in vineyards with edges consisting of different types of vegetation: remnant native forests, wooded margins planted after establishment of the crop (hereafter called shelterbelts), or pasture. Invertebrates were sampled four times using canopy sticky traps and ground level pitfall traps, replicated across two seasons at one of the sites. The distribution and abundance of natural enemies in relation to edges with adjacent vegetation or pasture were mapped by distance indices (SADIE) and compared with ANOVAs. There was a positive influence of adjacent wooded vegetation on staphylinids, predatory thrips, predatory mites, spiders, ladybird beetles and hymenopteran parasitoids including Trichogramma egg parasitoids in the canopy and/or at ground level, although there were significant differences among sites and groups of organisms. In contrast, pasture edges had no effect or a negative effect on numbers of natural enemies in vineyards. To directly assess potential beneficial effects of adjacent vegetation, predation and parasitism of eggs of a vineyard insect pest, Epiphyas postvittana Walker (Lepidoptera: Tortricidae), was measured. Parasitism by Trichogramma was higher adjacent to remnant vegetation while predation was not affected. These results indicate that the abundance and distribution of vineyard natural enemies and parasitism of pest moth eggs is increased adjacent to edges with wooded vegetation, leading to beneficial effects for pest control. The conservation of remnant woodland and planting of shelterbelts around vineyards may therefore have direct economic benefits in terms of pest control, whereas non-crop pasture may not produce such benefits.  相似文献   

2.
The cotton aphid, Aphis gossypii Glover (Homoptera: Aphididae), is an important cotton pest in northern China, especially in the seedling stage of cotton. After large scale commercial use of transgenic Bt cotton, cotton aphids became one of the most important cotton pests. A 2‐year study was conducted to evaluate the role of four winter wheat varieties that were resistant or susceptible to wheat aphid, Sitobion avenae Fabricius (Homoptera: Aphididae), in conserving arthropod natural enemies and suppressing cotton aphids in a wheat–cotton relay intercropping system in northern China. The results indicated that wheat–cotton intercropping preserved and augmented natural enemies more than a monoculture of cotton. The density of natural enemies in cotton was significantly different among relay‐intercropping fields with different wheat varieties. The highest density of natural enemies and low cotton aphid populations were found in the treatment of cotton in relay intercropped with the wheat variety Lovrin10, which is susceptible to wheat aphid. The lowest density of predators and parasitoids associated with high cotton aphid populations were found with the wheat variety KOK1679, which is resistant to wheat aphid. The results showed that wheat varieties that are susceptible or moderately resistant to wheat aphid might reduce cotton aphids more effectively than an aphid‐resistant variety in the intercropping system by enhancing predators to suppress cotton aphids during the cotton seedling stage.  相似文献   

3.
Evolution of pesticide resistance in 24 apple pest and natural enemy species was simulated with a computer model. Population ecology parameters were varied among species while physiological, biochemical and genetic assumptions were held constant. There was good agreement between the model's predictions and observed historical patterns of azinphosmethyl resistance among pests and natural enemies. Correspondence between predicted and observed was improved by assuming that natural enemies evolved resistance only after their prey/hosts became resistant, but not by assuming greater initial susceptibility in natural enemies. Results suggest that ecological factors may be important in determining rates of resistance evolution. This is paper no. 2843 of the Hawaii Institute of Tropical Agriculture & Human Resources journal series, and no. 7245 of the Oreg. Agric. Exp. Sta. journal series.  相似文献   

4.
Abstract 1. The Argentine ant, Linepithema humile, tends honeydew‐excreting homopterans and can disrupt the activity of their natural enemies. This mutualism is often cited for increases in homopteran densities; however, the ant’s impact on natural enemies may be only one of several effects of ant tending that alters insect densities. To test for the variable impacts of ants, mealybug and natural enemy densities were monitored on ant‐tended and ant‐excluded vines in two California vineyard regions. 2. Ant tending increased densities of the obscure mealybug, Pseudococcus viburni, and lowered densities of its encyrtid parasitoids Pseudaphycus flavidulus and Leptomastix epona. Differences in parasitoid recovery rates suggest that P. flavidulus was better able to forage on ant‐tended vines than L. epona. 3. Densities of a coccinellid predator, Cryptolaemus montrouzieri, were higher on ant‐tended vines, where there were more mealybugs. Together with behavioural observations, the results showed that this predator can forage in patches of ant‐tended mealybugs, and that it effectively mimics mealybugs to avoid disturbance by ants. 4. Ant tending increased densities of the grape mealybug, Pseudococcus maritimus, by increasing the number of surviving first‐instar mealybugs. Parasitoids were nearly absent from the vineyard infested with P. maritimus. Therefore, ants improved either mealybug habitat or fitness. 5. There was no difference in mealybug distribution or seasonal development patterns on ant‐tended and ant‐excluded vines, indicating that ants did not move mealybugs to better feeding locations or create a spatial refuge from natural enemies. 6. Results showed that while Argentine ants were clearly associated with increased mealybug densities, it is not a simple matter of disrupting natural enemies. Instead, ant tending includes benefits independent of the effect on natural enemies. Moreover, the effects on different natural enemy species varied, as some species thrive in the presence of ants.  相似文献   

5.
1 Herbicides are commonly applied under grapevines in Australia to remove weeds and thereby to avoid water loss through transpiration. 2 Interest in sustainability promotes a reduction in chemical inputs, including herbicides, leading to trials with surface mulches to suppress weeds. 3 Surface mulches may also influence the abundance of a range of invertebrates. Potentially, an increase in natural enemies will contribute to pest control and encourage a reduction in pesticide application. 4 We used three trapping methods and direct soil sampling to assess invertebrates at ground level, in the canopy and in the soil to determine the influence of mulch on natural enemies, potential pests and soil macroinvertebrates, including earthworms. 5 Collections sorted to family demonstrated that the addition of straw or compost mulches increased natural enemies collected with pitfall traps and soil organisms. However, there was no clear indication of the overall superiority of either mulch. 6 Abundance of ground beetles, parasitoid Hymenoptera and spiders collected with pitfall traps were increased by the addition of mulches. In the canopy, predatory and parasitic Diptera and predatory Hemiptera increased after mulching. 7 Earthworms collected by hand sorting soil increased with straw mulching. 8 No influence on pests was detected. Although Lepidoptera and Sigmurethra, collected in pitfall traps, increased with straw mulching, neither included pest species. 9 The results are discussed with reference to the potential economic impact of mulches.  相似文献   

6.
The diversity of natural enemies harboured by flowering forbs on rice field bunds was recorded. Ageratum conozoides with a maximum Shannon diversity index of 1.8 followed by Acmella uliginosa, Eclipta alba and Tridax procumbens are amenable for ecological engineering, providing nectar, pollen and alternate prey to natural enemies.  相似文献   

7.
Tetranychus evansi Baker & Pritchard is an important pest of Solanaceae in several countries. Introduced accidentally to Africa, it presently occurs in many countries of that continent. In some of them, it is considered a key pest. The suspected area of origin of this mite is South America. The objective of the present study was to identify phytoseiid mites on solanaceous plants in association with T. evansi in south and southeast Brazil for introduction in the African continent for use in a classic biological control program. Almost 1,400 predatory mites of the family Phytoseiidae were collected, on 22 solanaceous species. The Amblyseiinae were the most diverse group in this study. Twenty-three of the species found belong to this subfamily, while only three belong to the Typhlodrominae and two to the Phytoseiinae. The most abundant and most frequent phytoseiid species were Phytoseius guianensis De Leon and Galendromus annectens (De Leon) of the Phytoseiinae and Typhlodrominae, respectively. The most frequent and abundant species of Amblyseiinae was Neoseiulus tunus (De Leon). Phytoseius guianensis and N. tunus were never found in association with T. evansi and G. annectens was found only once in association with it. Two factors suggested Phytoseiulus longipes Evans as the most promising predator found in this study. It could walk very well on tomato leaves infested by T. evansi, without being hampered by the profuse webbing produced by the prey and by the trichomes. In addition, several specimens of both sexes including eggs and nymphs of the predator were found associated with T. evansi on three different plant species and in two different periods of the year, when T. evansi was the only arthropod present on the leaves.  相似文献   

8.
Summary The development and application of in vitro alternatives designed to reduce or replace the use of animals, or to lessen the distress and discomfort of laboratory animals, is a rapidly developing trend in toxicology. However, at present there is no formal administrative process to organize, coordinate, or evaluate validation activities. A framework capable of fostering the validation of new methods is essential for the effective transfer of new technologic developments from the research laboratory into practical use. This committee has identified four essential validation resources: chemical bank(s), cell and tissue banks, a data bank, and reference laboratories. The creation of a Scientific Advisory Board composed of experts in the various aspects and endpoints of toxicity testing, and representing the academic, industrial, and regulatory communities, is recommended. Test validation acceptance is contingent on broad buy-in by disparate groups in the scientific community—academics, industry, and government. This is best achieved by early and frequent communication among parties and agreement on common goals. It is hoped that the creation of a validation infrastructure composed of the elements described in this report will facilitate scientific acceptance and utilization of alternative methodologies and speed implementation of replacement, reduction, and refinement alternatives in toxicity testing.  相似文献   

9.
Abstract.  1. The Salicaceae have been suggested as ancestral host plants of Chrysomela species (Coleoptera: Chrysomelidae). In Chrysomela lapponica , some populations are specialised on salicaceous plants, but others have switched to birch. This study aimed to elucidate the significance of natural enemies as possible selective forces for the host plant shift of C. lapponica from willow to birch.
2. Two C. lapponica populations were studied, one specialised on willow Salix borealis in Finland, and another one specialised on birch Betula pubescens in the Czech Republic. Abundances of predators and parasitoids on birches and willows were recorded at both population sites. Furthermore, field and laboratory experiments were conducted.
3. Field data do not support the hypothesis that generalist predators affected the host shift from willow to birch in C. lapponica.
4. Parasitism of C. lapponica (pre)pupae by a specialised phorid fly was significantly stronger in specimens living on willow than in birch-living ones.
5. The predatory syrphid Parasyrphus nigritarsis specialised on Chrysomelinae was only detected on willows. The syrphid preferred to orient towards substrates treated with defensive larval secretion or faeces of the willow-specialised C. lapponica specimens compared with the birch-specialised ones.
6. The data suggest that specialised parasitoids and predators might have been driving forces for C. lapponica to leave willows and to pioneer birches as sites with a lowered risk of predation and parasitism. This hypothesis is discussed with respect to results of earlier studies on the impact of bottom-up effects by the plant.  相似文献   

10.
Nowadays the development of pesticides is not only directed to design compounds with sufficient efficacy against resistant and non-resistant strains of pests as well as with a high margin of safety for man and the environment, but also to allow their potential use in IPM (Integrated Pest Management) programmes. For identification of IPM suitable pesticides, a whole battery of standardised laboratory and semi-field test protocols have been developed. Based on the observed lethal and sublethal effects in those tests, compounds are categorised into different hazard groups which should advise farmers on their suitability for IPM. For a valid classification of compounds on the basis of laboratory test results, threshold values for lethal and sublethal effects have to be developed which reliably differentiate between harmful and safe compounds without bearing the risk of erroneous labelling and/or too frequent requests for higher tier testing. As an evaluation criterion for sublethal effects of pesticides, the reproductive performance of beneficial insects is frequently considered in standard laboratory assays. A preliminary analysis of available data on the reproductive performance of several standard test species elaborated during regulatory testing indicates that this evaluation criterion is subject to high variability. As expected, individual test species differed in their reproductive performance. Aleochara bilineata (Coleop-tera: Staphylinidae) and Orius insidiosus (Heteroptera: Anthocoridae) showed a fairly homogeneous reproductive performance within test series. Based on the observed variability of the reproductive performance in control groups, the average probability of an erroneous labelling of pesticides for these two species was only 4% and 6% (maximum probability: 13% and 19%), respectively, when an adverse effect threshold value of 30% (= actual value of the EU (European Union)) was applied. In contrast, Coccinella septempunctata (Coleoptera: Coccinellidae), Chryso-perla carnea (Neuroptera: Chrysopidae), Aphidius rhopalosiphi (Hymenoptera: Aphidiidae) and Trichogramma cacoeciae (Hymenoptera: Trichogrammatidae) exhibited a high variability in their reproductive performance, giving a mean probability between 25% and 35% (maximum probability: 36–64%) to label a pesticide either false positive or false negative. Besides species-inherent variability, there was an indication that test-inherent factors including parent sex ratio and parent breeding density may have had an influence on the reproductive performance of these insect species. Seasonal influences on the reproductive performance of the beneficial insects in laboratory testing were not evident. Based on our data analyses, there is a significant risk of erroneous classification of pesticides when the reproductive performance is quantitatively assessed following the currently established test protocols and an adverse effects threshold value of 30% is applied. We propose therefore that either the testing procedure for assessing the reproductive performance, or the effect threshold value for this evaluation criterion is reconsidered in the light of the high “species-inherent” variability in the reproductive performance of some beneficial insects.  相似文献   

11.
  1. To improve biological control and habitat management, how pest predators spread from natural habitats to crops must be understood. We studied whether intrinsic differences in stable-isotopic ratios of C and N from an artificial C4 (sugar-cane) or C3 (muti-flower honey) diet could help mark and track predators that feed on them.
  2. Two aphid predators solely feeding on sugar resources as adults were used: the green lacewing Chrysoperla carnea s.l., and the parasitic wasp Aphidius colemani. δ13C and δ15N values from wild individuals helped distinguish them from marked ones and determine the habitat resources they used.
  3. Green lacewings fed on C4 showed significantly higher δ13C values than those on C3 and wild individuals. However, parasitoid values were unaffected, with no mark acquired. Logistic regression was fitted to assess the probability of green lacewings having either diet with a probability of 0.93. Marks were acquired after 5 days and were detectable 20 days after switching diets with a probability of 0.67. Similar δ15N values for both wild populations indicated both predators had similar prey, but different vegetal resources (different δ13C values).
  4. Sugar-cane honey is a natural and reliable marker for tracking lacewing populations in the field, but not for parasitoids.
  相似文献   

12.
S. Toepfer  U. Kuhlmann 《BioControl》2004,49(4):385-395
The western corn rootworm, Diabrotica virgifera virgifera LeConte(Coleoptera: Chrysomelidae), is the mostdestructive pest of maize (Zea mays L.)in North America, and began to successfullyinvade Central Europe in the early 1990's. Thispaper reports a three-year field surveyconducted in Hungary, Yugoslavia, and Croatia,which are currently the focal points ofinvasion, with the aim to determine theoccurrence of indigenous natural enemies ofD. v. virgifera in Europe. A total of9,900 eggs, 550 larvae, 70 pupae and 33,000adults were examined for the occurrence ofparasitoids, nematodes, and fungal pathogens. It can be concluded from the survey resultsthat effective indigenous natural enemies arenot attacking any of the life stages of D.v. virgifera in Europe. The exception is theoccurrence of the fungi Beauveriabassiana (Bals.) Vuill. (Mitosporic fungi;formerly Deuteromyces) and Metarhiziumanisopliae (Metsch.) Sorok (Mitosporic fungi)attacking adults of D. v. virgifera at anextremely low level (< 1%). However no otherentomopathogenic fungal pathogens,entomopathogenic nematodes, or parasitoids werefound on eggs, larvae, pupae or adults. Whileseveral natural enemies in North and CentralAmerica are known to attack D. v.virgifera, it is apparent that indigenousnatural enemies in Europe have not adapted tothe high population density of the alieninvasive species D. v. virgifera. Classical biological control may provide anopportunity to reconstruct the natural enemycomplex of an invading alien pest, and itsapplication to manage D. v. virgiferapopulations in Europe should be considered.  相似文献   

13.
《Process Biochemistry》2014,49(12):2266-2271
Biopurification systems for the treatment of pesticide-containing wastewaters contain a biomixture constituted by low-cost materials (soil, lignocellulosic substrates and humic components). In particular, the use of bioaugmented lignocellulosic materials as part of the biomixture components has been scarcely studied. The use of the fungus Trametes versicolor grown in rice husk (RH) was evaluated as an option of lignocellulosic bioaugmented substrate of potential application in biomixtures for carbofuran (CFN) elimination. RH supported growth and activity of the fungus, as evidenced visually and by laccase activity. The system was able to degrade 55.1% CFN in 34 d with a half-life of 29.9 d, and produced 3-hydroxycarbofuran (but not 3-ketocarbofuran) as a transformation product. This metabolite was successfully eliminated during the process. Moreover, a small fraction of CFN was mineralized (7.4%) within 64 d. Toxicological evaluation revealed a marked detoxification during the process, achieving an 89% decrease in the toxicity after 34 d. Overall performance of the bioaugmented substrate indicates that RH/T. versicolor is an interesting option to take into account in the design of biomixtures for pesticide degradation.  相似文献   

14.
Measuring natural enemy (NE) inflicted mortality presents a serious challenge in managed habitats, such as apple orchards, where the crop-plant is frequently treated with a wide range of insecticides. Toxic residues keep natural populations of pests at too low levels to sample and prevent the use of techniques in which laboratory reared insects are released directly on foliage and used to measure NE activity. Three methods to implant obliquebanded leafroller, Choristoneura rosaceana (Harris) (Lepidoptera: Tortricidae) larvae were tested: (1) larvae placed on potted apple trees, (2) larvae placed on excised leaves inserted in florists’ waterpicks and (3) larvae placed on branches placed into water filled Polyvinyl chloride (PVC) pipes. Use of potted trees allowed accurate estimation of NE inflicted mortality; however, this method was very labor intensive. The waterpick method required less labor, but it underestimated larval mortality caused by NEs. The use of PVC pipes to hold infested branches combined the benefits of the other two methods tested. This technique was simple to use and provided accurate estimates of NE inflicted mortality.  相似文献   

15.
A new Vietnamese isolate of Spodoptera litura nucleopolyhedrovirus (NPV) was applied in local soybean fields, and the effect of its application on S. litura larvae was examined. The virus was propagated in vivo and a crude extract was prepared for spraying at high and low doses (1.7×108 and 3.3×107 occlusion bodies/m2, respectively). The percentage of larvae infected with NPV increased from 22.2% on the day before NPV application (Day 0) to 50.8% (Day 6) in the high dose treatment plot, and from 7.9% (Day 0) to 35.7% (Day 6) in the low-dose plot. Microsporidium sp. was observed as another major pathogen of S. litura larvae. Three dominant parasitic natural enemies were found in S. litura larvae: Microplitis manilae (Braconidae), Chelonus sp. (Braconidae), and Peribaea orbata (Tachinidae). The fate of parasitoids developing within virus- and Microsporidium- infected hosts differed between these three parasitoids; more Chelonus sp. emerging from infected hosts died during their larval stage before spinning cocoons, or failed to reach adult eclosion, than did P. orbata. This suggests that the impact of virus application on the survival of parasitoids varies from species to species.  相似文献   

16.
Damage caused by invasive downey snow line mealybug, Rastrococcus iceryoides Green (Hemiptera: Pseudococcidae) has been reported to vary between 30% to complete crop loss where no control measure is applied. The current studies seek to determine factors influencing R. iceryoides population outbreaks, parasitoid – host and predator–prey relationships as well as predict optimal management strategies through weather modelling over a period of 28 months from 2008 to 2010 in Tanzania. The highest incidence of R. iceryoides was recorded during the dry season coinciding with the major mango fruiting season. The relationship between R. iceryoides and the parasitoid was positive but not significant, which implies the influence on outbreaks was negligible probably due to low percent parasitism (<12%). However, the predator abundance was directly and significantly related to that of R. iceryoides. Average temperature, average relative humidity, rainfall, and R. iceryoides abundance were autocorrelated to each other. Cross-correlation coef?cients vary significantly from ?0.286 to 0.589 for the pair-variable between R. iceryoides, temperature, relative humidity, rainfall, parasitism and predators. Our findings showed that temperature was the key climatic variable that significantly influenced R. iceryoides outbreaks while rainfall was significantly negatively associated with the pest. Time series analyses show R. iceryoides population increased 4 months after an increase in average temperature in all the sites, 11 months after rainfall and 11 months after relative humidity in Kibaha and Dar es Salaam, respectively. Our findings revealed that R. iceryoides is an excellent target for classical biological control. Thus, the importation of promising co-evolved parasitoid specific to R. iceryoides from the aboriginal home is crucial in formulating an efficient and sustainable management approaches against the invasive mealybug pest in mango agro-ecosystems.  相似文献   

17.
More than 1300 mealybugs and their natural enemies were collected from six crops (apples, pears, nashi, citrus, persimmon and grapes) at 91 sites. Pseudococcus longispinus and P. calceolariae were the commonest species in all crops, except in pipfruit in Hawkes Bay, inhabited almost exclusively by P. affinis. These three species accounted for more than 99% of all mealybugs collected. Mealybugs were attacked by 14 species of natural enemy, only two of which had been deliberately introduced to New Zealand. Six species of Encyrtidae were reared. Anagyrus fusciventris was recorded from New Zealand for the first time. Parectromoides varipes was newly identified as a primary parasitoid of mealybugs, and males of this species and Gyranusoidea advena, previously unknown, were found. Both species, together with Tetracnemoidea sydneyensis, T. peregrina and T. brevicornis, and Coccophagus gurneyi (Aphelinidae) and two species of Ophelosia (Pteromalidae) were widespread throughout the surveyed regions. Common predators included Cryptolaemus montrouzieri (Col: Coccinellidae), Cryptoscenea australiensis (Neuroptera: Coniopterygidae) and Diadiplosis koebelei (Dipt: Cecidomyiidae). Hyperparasitoids were extremely rare. Five species of ants were recorded tending mealybugs, but none is known to be disruptive to mealybug natural enemies. The implications of these data for biological control of mealybug pests in horticultural crops is discussed, and it is concluded that Pseudaphycus maculipennis (Hym: Encyrtidae) should be introduced against P. affinis. No other importations are recommended. The activity of existing species should be encouraged in future integrated pest management (IPM) programmes, by, for example, distributing A. fusciventris around the country, and commercializing the mass rearing and release of C. montrouzieri.  相似文献   

18.
Invasive species cope with novel environments through both phenotypic plasticity and evolutionary change. However, the environmental factors that cause evolutionary divergence in invasive species are poorly understood. We developed predictions for how different life‐history traits, and plasticity in those traits, may respond to environmental gradients in seasonal temperatures, season length and natural enemies. We then tested these predictions in four geographic populations of the invasive cabbage white butterfly (Pieris rapae) from North America. We examined the influence of two rearing temperatures (20 and 26.7 °C) on pupal mass, pupal development time, immune function and fecundity. As predicted, development time was shorter and immune function was greater in populations adapted to longer season length. Also, phenotypic plasticity in development time was greater in regions with shorter growing seasons. Populations differed significantly in mean and plasticity of body mass and fecundity, but these differences were not associated with seasonal temperatures or season length. Our study shows that some life‐history traits, such as development time and immune function, can evolve rapidly in response to latitudinal variation in season length and natural enemies, whereas others traits did not. Our results also indicate that phenotypic plasticity in development time can also diverge rapidly in response to environmental conditions for some traits.  相似文献   

19.
Diabroticina is a speciose subtribe of New World Chrysomelidae (Subfamily Galerucinae: Tribe Luperini) that includes pests such as corn rootworms, cucumber beetles and bean leaf beetles (e.g. Diabrotica, Acalymma, Cerotoma species). The evolution and spread of pesticide resistance, the European invasion of Diabrotica v. virgifera LeConte, and possible development of resistance due to the large-scale deployment of Diabrotica-active Bt maize in North America have generated a sense of urgency in developing biological control options against Diabroticina pests. In the present study, we review available knowledge on biological control options, including 290 publications on natural enemy–Diabroticina associations in the New World. Several natural enemy species or groups appear to be promising candidates for control strategies with different ecological rationales. We propose that future research should pursue: (1) development of inundative biological control products, particularly mass-produced entomopathogenic nematodes and fungi, (2) understanding of specific natural enemies of Diabroticina larvae throughout the Americas and of adults particularly in higher altitudes of Central America or northern South America including potential classical biological control agents against D. v. virgifera; (3) enhancement of natural enemies through cultural practices, i.e., reduced tillage, reduced weed control, cover crops, diversified crop rotations or soil amendments. Research and action must be coordinated to accelerate the exploration of biological control options.  相似文献   

20.
The red spider mite Tetranychus evansi Baker and Pritchard is a pest of tomato in East and Southern Africa. It is probably native to South America. Three models were established to identify priority areas for the search of natural enemies in South America for classical biological control of this pest in Africa. The models were based on the concept of “fundamental ecological niche”, predicting regions in South America that have similar environmental conditions to areas where the mite is a problem in Africa, using Desktop-GARP (Genetic Algorithm for Rule-set Production). Based on the model established with data sets from Kenya and Zimbabwe, it was determined that priority areas include areas in Brazil, Argentina, Paraguay and Uruguay, as well as some restricted areas in other South American countries.  相似文献   

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