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A Deep Learning Dataset for Tomato Pest Leafminer TUTA ABSOLUTA
<p>The images of tomato leafminer (<em>Tuta absoluta</em>) were taken in in-house plots between August 2018 and May 2019 in Arusha, Tanzania. Under net-house that were controlled from other others. <em>T.absoluta</em> larvae were inoculated on the commonly grown tomato varieties at the early growth stage (herein, on the second day after transplanting). The images were taken for the first 2 weeks after inoculation. Images captured the canopy of the plants. </p> <p><strong>File Description</strong><br> All Images are in the <strong>.zip</strong> files; "dataset_1_H.zip" has 1926 Images, dataset_1_NH.zip has 325 Images, dataset_2 .zip has 3482 Images and the files labels are in "file_labels.csv" the image file name in column "FileName" and respective label in column "Label", labels meaning "1" refer to healthy (plants not inoculated with <em>T.absoluta</em> larvae and "2" refer to <em>T.absoluta</em> affected plants. A total of 4341 image files are labelled. </p> <p> </p>
Fig. 2 in Parasitoids of the genus Pholetesor Mason, 1981 (Hymenoptera: Braconidae: Microgastrinae) from the leafminers Lepidoptera, with the description of three new species from India
Fig. 2. Pholetesor camerariae sp. nov., paratype, ♀ (ZDAMU). A. Head, frontal view. B. Mesosoma, dorso-lateral view. C. T1 and T2, dorso-lateral view. D. Metasoma, lateral view. Scale bars: 0.25 mm.
Fig. 1 in Parasitoids of the genus Pholetesor Mason, 1981 (Hymenoptera: Braconidae: Microgastrinae) from the leafminers Lepidoptera, with the description of three new species from India
Fig. 1. Pholetesor acrocercophagus sp. nov., paratype, ♀ (ZDAMU). A. Head, frontal view.B. Mesosoma. C. Metasoma. Scale bars: 0.25 mm.
Fig. 3 in Parasitoids of the genus Pholetesor Mason, 1981 (Hymenoptera: Braconidae: Microgastrinae) from the leafminers Lepidoptera, with the description of three new species from India
Fig. 3. Pholetesor indicus sp. nov., paratype, ♀ (ZDAMU). A. Mesosoma, dorsal view. B. Propodeum, dorsal view. C. Metasoma, dorsal view. Scale bars: 0.25 mm.
Fig. 4 in Disruption of the leafminer Phyllocnistis citrella (Lepidoptera: Gracillariidae) in citrus: effect of blend and placement height, longevity of disruption and emission profile of a new dispenser
Fig. 4. Pheromone release profiles for DCEPT CLM™ (closed circles) and SPLAT CLM™ (open circles). DCEPT CLM data (top graph) are mean (± SD) percentage of initial amount of (Z,Z,E)-7,11,13-hexadecatrienal remaining in the dispensers (n = 10). SPLAT CLM points are equivalent data previously published (Stelinski et al. 2010). The amount of pheromone released (bottom graph) was calculated as the mean difference in pheromone remaining from the preceding period.
Fig. 1 in Disruption of the leafminer Phyllocnistis citrella (Lepidoptera: Gracillariidae) in citrus: effect of blend and placement height, longevity of disruption and emission profile of a new dispenser
Fig. 1. Mean ± SEM number of male Phyllocnistis citrella captured in pheromone-baited traps in untreated control plots (filled circles, n = 9) and in pheromonetreated plots (open circles, n = 14) of grapefruit at Emerald grove, St. Lucie County, Florida, USA. Triangles are mean ± SEM (n = 14) percentage trap catch disruption (right y axis). Insert: DCEPT CLM dispenser. Rubber disk is 1.2 cm in diameter; white plastic hanger is 3.5 × 4.3 cm.
Fig. 2 in Natural parasitism of the citrus leafminer (Lepidoptera: Gracillariidae) over eight years in seven citrus regions of São Paulo, Brazil
Fig. 2. Annual parasitism of Phyllocnistis citrella by Ageniaspis citricola in São Paulo orange groves (n = samplings).
Fig. 2 in Placement density and longevity of pheromone traps for monitoring of the citrus leafminer (Lepidoptera: Gracillariidae)
Fig. 2. Relationship between the proportional number of Phyllocnistis citrella captures per trap and day of aged lures with respect to unaged lures, and the number of weeks that each lure was exposed to field environmental conditions during spring 2013, for the 2 commercial brands of lures a) ISCA and b) AlphaScents.
Fig. 1 in Placement density and longevity of pheromone traps for monitoring of the citrus leafminer (Lepidoptera: Gracillariidae)
Fig. 1. Mean number of Phyllocnistis citrella adult male captures per trap and day (± standard error) from Apr 2012 to Dec 2013, at the 3 trap densities tested: high: approximately 1 trap per 0.40 ha (1 acre), medium: approximately 1 trap per 1.21 ha (3 acres), and low: approximately 1 trap per 2.02 ha (5 acres).
Fig. 4 in Placement density and longevity of pheromone traps for monitoring of the citrus leafminer (Lepidoptera: Gracillariidae)
Fig. 4. Relationship between the proportional number of Phyllocnistis citrella captures per trap and day of aged lures with respect to unaged lures, and the number of weeks that each lure was exposed to field environmental conditions, with data combined for ISCA and AlphaScents during spring and ISCA during summer/fall 2013.
Fig. 3 in Placement density and longevity of pheromone traps for monitoring of the citrus leafminer (Lepidoptera: Gracillariidae)
Fig. 3. Relationship between the proportional number of Phyllocnistis citrella captures per trap and day of aged lures with respect to unaged lures, and the number of weeks that each lure was exposed to field environmental conditions during summer/fall 2013, for the 2 commercial brands of lures a) ISCA and b) AlphaScents.
Figure 1 in The tomato leafminer, Tuta absoluta (Meyrick) (Lepidoptera: Gelechiidae): pupal key characters for sexing individuals
Figure 1. Pupal stage of the tomato leafminer Tuta absoluta: A) dorsal, B) ventral, and C) lateral views.
Figure 2 in The tomato leafminer, Tuta absoluta (Meyrick) (Lepidoptera: Gelechiidae): pupal key characters for sexing individuals
Figure 2. Ventral views of female and male pupae of the tomato leafminer. Abdominal segments indicated as 5th (A5), 6th (A6), 7th (A7), 8th (A8), 9th (A9), and 10th (A10).
Fig. 1 in Natural parasitism of the citrus leafminer (Lepidoptera: Gracillariidae) over eight years in seven citrus regions of São Paulo, Brazil
Fig. 1. Location of São Paulo State in Brazil and the citrus regions sampled.
Figure 3 in The tomato leafminer, Tuta absoluta (Meyrick) (Lepidoptera: Gelechiidae): pupal key characters for sexing individuals
Figure 3. Ventral view of the tomato leafminer, pupae and adults.
Coincidental intraguild predation among natural enemies of the South American tomato leafminer <em>Phthorimaea</em> <em>absoluta</em>
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Supplementary material 1 from: Takács A, Szabóky C, Tóth B, Bozsó M, Kutas J, Molnár S, Richter I (2020) Nearctic walnut leafminers invade Europe: first Coptodisca lucifluella (Clemens, 1860) and now Coptodisca juglandiella (Chambers, 1874) (Lepidoptera, Heliozelidae). Nota Lepidopterologica 43: 77-93. https://doi.org/10.3897/nl.43.38686
Table S1. Nearctic walnut leafminers invade Europe: First Coptodisca lucifluella (Clemens. 1860) and now C. juglandiella (Chambers. 1874) (Lepidoptera: Heliozelidae)
A molecular method for biomonitoring of an exotic plant-pest: leafmining for environmental DNA
<p><span>1. Understanding how invasive species respond to novel environments is limited by a lack of sensitivity and throughput in conventional biomonitoring methods.<i> </i>Arthropods in particular are often difficult to monitor due to their small size, rapid lifecycles, and/or visual similarities with co-occurring species<i>. </i>This is true for the agromyzid leafminer fly, <i>Liriomyza sativae</i>, a global pest of vegetable and nursery industries that has recently established in Australia. </span></p> <p><span>2. A robust method based on environmental DNA (eDNA) was developed exploiting traces of DNA left inside 'empty' leaf mines, which are straightforward to collect and persist longer in the environment than the fly. This extends the window of possible diagnosis to at least 28 days after a leaf mine becomes empty. The test allowed for visually indistinguishable leafmining damage caused by <i>L. sativae</i> to be genetically differentiated from that of other flies. </span></p> <p><span> 3. Field application resulted in the identification of new local plant hosts for <i>L. sativae</i>, including widely distributed weeds and common garden crops, which has important implications for the pest's ability to spread. Moreover, the test confirmed the presence of a previously unknown population of <i>L. sativae</i> on an island in the Torres Strait. </span></p> <p>4. The developed eDNA method is likely to become an important tool for <i>L. sativae</i> and other leafmining species of biosecurity significance, which, historically, have been difficult to detect, diagnose and monitor. More generally, eDNA is emerging as a highly sensitive and labour-efficient surveillance tool for difficult to survey species to improve outcomes for agricultural industries, global health, and the environment.</p>
FIGURES 7–8 in A new species of Neochrysocharis Kurdjumov (Hymenoptera: Eulophidae), a parasitoid of serpentine leafminers (Diptera: Agromyzidae) in Southeast Asia
FIGURES 7–8. Mesosoma, lateral view, showing condition of the transepimeral sulcus. 7. N. beasleyi, female. 8. N. formosa, female. cx1, fore coxa; cx2, middle coxa; cx3, hind coxa; pl2, mesopleuron; pl3, metapleuron; ppd, propodeum; pre, prepectus; tps, transepimeral sulcus
FIGURES 112–119. Acalyptris staticis group, leafmines. 112, A in Acalyptris Meyrick: revision of the platani and staticis groups in Europe and the Mediterranean (Lepidoptera: Nepticulidae)
FIGURES 112–119. Acalyptris staticis group, leafmines. 112, A. maritima, Portogruaro, Brussa; 113, 114, A. limonii or maritima on Limonium sp., Arta, Salaora, 15.vi.1996; 115–117, A. lesbia on Limonium gmelini, 117 showing two cocoons on midrib, leaf underside; 118, 119, A. staticis on L. pectinatum, Tenerife, Puero de la Cruz. All mines 2 × natural size, except Fig. 117, which is more enlarged.
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