Characterization and comparison of poorly known moth communities through DNA barcoding in two Afrotropical environments Sylvain Delabye, Rodolphe Rougerie, Sandrine Bayendi, Myrianne Andeime-Eyene, Evgeny Zakharov, Jeremy Dewaard, Paul D.N. Hebert, Roger Kamgang, Philippe Le Gall, Carlos Lopez-Vaamonde, et al.
To cite this version:
Sylvain Delabye, Rodolphe Rougerie, Sandrine Bayendi, Myrianne Andeime-Eyene, Evgeny Zakharov, et al.. Characterization and comparison of poorly known moth communities through DNA barcoding in two Afrotropical environments. Genome, NRC Research Press, 2019, 62 (3), pp.96-107. 10.1139/gen- 2018-0063. hal-02613945
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Characterization and comparison of poorly known moth communities through DNA barcoding in two Afrotropical environments
Journal: Genome
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Complete List of Authors: Delabye, Sylvain; Faculty of Science, University of South Bohemia in České Budějovice, ; Biology Center, The Czech Academy of Science, Rougerie, Rodolphe;Draft Institut Systématique, Evolution, Biodiversité (ISYEB), Muséum national d'Histoire naturelle, CNRS, Sorbonne Université, EPHE Bayendi, Sandrine; Institut de recherches agronomiques et forestieres, IRAF CENAREST Andeime Eyene, Myrianne; Institut de recherches agronomiques et forestieres, IRAF CENAREST Ayala, Diego; International Centre for Medical Research, CIRMF Zakharov, Evgeny; Biodiversity Institute of Ontario, Centre for Biodiversity Genomics deWaard, Jeremy; Biodiversity Institute of Ontario, Centre for Biodiversity Genomics Hebert, Paul; Biodiversity Institute of Ontario, Centre for Biodiversity Genomics Kamgang, Roger; Laboratoire Evolution, Génomes, Comportement, Ecologie (EGCE UMR 247, IRD–CNRS–Université Paris Sud) Le Gall, Philippe; Laboratoire Evolution, Génomes, Comportement, Ecologie (EGCE UMR 247, IRD–CNRS–Université Paris Sud) Lopez Vaamonde, Carlos; Institut National de la Recherche Agronomique (INRA), ; Institut de Recherche sur la Biologie de l’Insecte (IRBI), Mavoungou, Jacques François; Institut de Recherches en Ecologie Tropicale (IRET–CENAREST); Faculté des Sciences, Université des Sciences et Techniques de Masuku, Département de Biologie Moulin, Nicolas; Nicolas Moulin Entomologiste Oslisly, Richard; Agence Nationale des Parcs Nationaux (ANPN); Laboratoire Patrimoines Locaux et Gouvernance (PALOC) UMR 208, IRD MNHN Rahola, Nil; International Centre for Medical Research, CIRMF Sebag, David; Normandie Université, UNIROUEN, UNICAEN, CNRS, M2C UMR 6143 ECOTROP, Team; ECOTROP consortium Decaëns, Thibaud; Centre d'Ecologie Fonctionnelle et Evolutive (CEFE UMR 5175, CNRS–Université de Montpellier–Université Paul Valéry Montpellier– EPHE),
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Is the invited manuscript for consideration in a Special 7th International Barcode of Life Issue? :
Community ecology, DNA barcodes, Lepidoptera, Tropical Africa, Keyword: Taxonomic deficit
Draft
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1 Characterization and comparison of poorly known moth communities through DNA
2 barcoding in two Afrotropical environments
3
4 Sylvain Delabye1,2*, Rodolphe Rougerie3*, Sandrine Bayendi4, Myrianne Andeime Eyene4,
5 Diego Ayala5, Evgeny V. Zakharov6, Jeremy R. deWaard6, Paul D.N. Hebert6, Roger
6 Kamgang7, Philippe Le Gall7, Carlos Lopez–Vaamonde8, Jacques François Mavoungou9,10,
7 Ghislain Moussavou9, Nicolas Moulin11, Richard Oslisly12,13, Nil Rahola5, David Sebag14, the
8 ECOTROP team15, Thibaud Decaëns16
9 * Contributed equally to the paper
10 Addresses:
11 1 Faculty of Science, University of Draft South Bohemia in České Budějovice, Branišovská 31,
12 37005, České Budějovice, Czech Republic
13 2 Biology Center, The Czech Academy of Science, Branišovská 31, 37005, České Budějovice,
14 Czech Republic
15 3 Institut Systématique Evolution Biodiversité (ISYEB), Muséum national d'Histoire naturelle,
16 CNRS, Sorbonne Université, EPHE, 57 rue Cuvier, CP 50, 75005 Paris, France.
17 4 Institut de Recherches Agronomique et Forestière (IRAF–CENAREST), Libreville, Gabon
18 5 International Centre for Medical Research (CIRMF), Franceville, Gabon
19 6 Centre for Biodiversity Genomics, Biodiversity Institute of Ontario, University of Guelph,
20 Guelph, ON, Canada N1G 2W1
21 7 Laboratoire Evolution, Génomes, Comportement, Ecologie (EGCE UMR 247, IRD–CNRS–
22 Université Paris Sud), Avenue de la Terrasse, Bâtiment 13, Boite Postale 1, 91198 Gif sur
23 Yvette, France
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24 8 Unité de Zoologie Forestière (URZF UR 633, INRA Orléans), 2163 Avenue de la Pomme
25 de Pin, CS 40001 Ardon, 45075 Orléans Cedex 2, France
26 9 Institut de Recherches en Ecologie Tropicale (IRET–CENAREST), Libreville, Gabon
27 10 Département de Biologie, Faculté des Sciences, Université des Sciences et Techniques de
28 Masuku, B.P 943, Franceville, Gabon
29 11 Nicolas Moulin Entomologiste, 82 route de l’Ecole, 76680 Montérolier, France
30 12 Agence Nationale des Parcs Nationaux (ANPN), Libreville, Gabon
31 13 Laboratoire Patrimoines Locaux et Gouvernance (PALOC) UMR 208, IRD MNHN, 57 rue
32 Cuvier Case Postale 26, 75231 Paris cedex 05, France 33 14 Normandie Université, UNIROUEN,Draft UNICAEN, CNRS, M2C UMR 6143, Place Emile 34 Blondel Bâtiment IRESE A, 76821 Mont Saint Aignan Cedex, France
35 15 A complete list of members of this team, and their affiliations, is given in SI Table 1.
36 16 Centre d'Ecologie Fonctionnelle et Evolutive (CEFE UMR 5175, CNRS–Université de
37 Montpellier–Université Paul Valéry Montpellier–EPHE), 1919 Route de Mende, F 34293
38 Montpellier, France
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39 Abstract
40 Biodiversity research in tropical ecosystems – popularized as the most biodiverse habitats on
41 Earth – often neglects invertebrates, yet representing the bulk of local species richness. Insect
42 communities in particular remain strongly impeded by both Linnaean and Wallacean
43 shortfalls, and identifying species often remains a formidable challenge inhibiting the use of
44 these organisms as indicators for ecological and conservation studies.
45 Here we use DNA barcoding as an alternative to traditional taxonomic approach for
46 characterizing and comparing the diversity of moth communities in two different ecosystems
47 in Gabon. Though sampling remains very incomplete, as evidenced by the high proportion
48 (58%) of species represented by singletons, our results reveal an outstanding diversity. With 49 about 3500 specimens sequenced andDraft representing 1385 BINs (Barcode Index Numbers, used 50 as a proxy to species) in 23 families, the diversity of moths in the two sites sampled is higher
51 than the current number of species listed for the entire country. Both seasonal and spatial
52 turnovers are strikingly high (18.3% of BINs shared between seasons, and 13.3% between
53 sites), emphasizing the need to account for these when running regional surveys. Our results
54 also highlight the richness and singularity of savannah environments and emphasize the status
55 of Central African ecosystems as hotspots of biodiversity.
56
57 Keywords: Community Ecology, DNA barcodes, Lepidoptera, Tropical Africa, Taxonomic
58 deficit
59
60
61
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63
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64 Introduction
65 Tropical ecosystems host unrivalled species richness (Kier et al. 2005; Myers 1984; Myers et
66 al. 2000), a fact that has long captivated public attention and raised concerns about the way to
67 conserve this immense biodiversity (Wilson 1988). Understanding of tropical biodiversity has
68 historically been biased toward the largest organisms such as angiosperms and vertebrates
69 (May 2011), leaving considerable gaps in our knowledge of hyperdiverse groups of smaller
70 animals, especially arthropods. These organisms are nevertheless key to ecosystem
71 functioning (Erwin 1983; Zhang 2011) and the shortfalls in our taxonomic, biogeographic and
72 ecological knowledge are strong impediments against the integration of these organisms in
73 conservation and management strategies (Miller & Rogo 2002; Whittaker et al. 2005). 74 Because the few studies addressing Draft this topic predict high extinction numbers for insects 75 (Fonseca 2009; Stork & Habel 2013), it is urgent to lift “the curse of ignorance” (Diniz Filho
76 et al. 2010) by developing multi scale studies on insect diversity that benefit from the
77 technological revolution of the ‘genomic era’ (Godfray 2006; Wilson 2003) and its recent
78 developments in biodiversity sciences (Hebert et al. 2003a).
79 The Afrotropical region is one of the Major Tropical Wilderness Areas on earth (Myers 1990;
80 Wilson 2002), i.e. a large and highly diverse area that has seen little impact from human
81 activities until recently (i.e. < 5 inhab km 2 and > 75% of the original vegetation still present)
82 (Mittermeier et al. 1998). However, recent estimates indicate that annual net deforestation of
83 African tropical rainforests, although less dramatic than in Latin America or Southeast Asia,
84 approached 0.3 million ha/year for the 2000 2010 decade (Achard et al. 2014), which could
85 have led to dramatic biodiversity loss. As many as 100,000 insect species have been reported
86 from the area, but Miller and Rogo (2002) suggest that species richness could exceed 600,000
87 species. In Gabon, a central African country which is still covered by 80% of tropical
88 rainforests, insect inventories have only considered butterflies (vande Weghe 2010), a few
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89 groups with limited number of species such as Mantodea (Roy 1973), Lucanidae (Maes &
90 Pauly 1998) or Apoidae (Pauly 1998), and groups with specific economical and/or
91 agronomical importance such as Pseudococcidea (Hemiptera) and their parasitoids
92 (Boussienguet et al. 1991). A few studies have also targeted terrestrial arthropod assemblages
93 along human disturbance gradients (Basset et al. 2004, 2008).
94 Several authors emphasized the potential of using highly diverse groups, such as Lepidoptera,
95 as environmental indicators (Axmacher et al. 2004a, 2004b; Beck et al. 2013; Kitching et al.
96 2000; Ricketts et al. 2001). They are indeed key herbivores and an important link within
97 foodwebs as prey or as hosts for parasitoids. Variation in the diversity and structure of
98 Lepidopteran communities is thus likely to be representative of changes at other trophic 99 levels. For instance, lepidopteran speciesDraft depend on their host plant species (or a few closely 100 related plants), and in turn play a fundamental role as pollinators; this connects them closely
101 to plant community structure and composition (Ehrlich & Raven 1964; Novotny et al. 2002b).
102 On the other hand, trophic cascades in food webs are likely to link both host plant and
103 primary consumer assemblages to associated higher trophic levels of predators and
104 parasitoids. Surprisingly however, only a few studies have examined this group in the
105 Afrotropics. The taxonomic deficit and the high number of species that occur in those
106 environments are certainly important causes for this deficit, because they impede reliable
107 inventories and the description of community patterns. In a recent study based on a substantial
108 sampling effort in Papua New Guinea (over 30,000 specimens collected over several years),
109 Ashton et al. (2014) found that no asymptote was reached by species accumulation curves.
110 These authors, however, also suggested that more limited sampling could be efficient in
111 highlighting differences in the diversity and composition of moth communities among distant
112 localities.
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113 In this study, we use DNA barcodes to document and compare communities of moths in two
114 differing ecosystems of Gabon. Several recent studies have demonstrated the effectiveness of
115 DNA barcoding – a tool for species identification based on a short standardized DNA
116 fragment (Hebert et al. 2003b) – in documenting species diversity of lepidopteran
117 communities in regions where species assemblages are very diverse and when many species
118 are undescribed (Janzen et al., 2009; Lamarre et al. 2016; Lees et al. 2014; Zenker et al.
119 2016). With this approach we aim at evaluating the sampling effort required to produce
120 relevant census of these communities, to document seasonal variation in community
121 composition, and if species turnover (β diversity) as revealed from our data is reflecting
122 significant differences in richness and composition that can be linked to the different habitats
123 sampled. Finally, we discuss the contribution of our study to the current knowledge of moth
124 diversity in Gabon and in the AfrotropicalDraft region.
125 Material and Methods
126 Study sites
127 Moths were collected at two locations (named Lopé 2 and Ipassa research station) in the
128 province of Ogooué Ivindo, in Gabon (Figures 1 and 2):
129 Lopé 2 site is situated in the northern part of Lopé National Park, about 12 km south from
130 Lopé village and the Dr. Alphonse Mackanga Missandzou Training Centre (CEDAMM,
131 Wildlife Conservation Society; coordinates: S0°13’9.699” / E11°35’5.6394”; altitude: 300m).
132 Vegetation comprises a mosaic of forest and shrub savannah (Figure 2A). Shrub savannah is
133 dominated by Poaceae and Cyperaceae like Anadelphia arrecta, Andropogon pseudapricus,
134 Schizachyrium platyphyllum, Hyparrhenia diplandra or Ctenium newtonii and by a shrub
135 layer with Crossopteryx febrifuga and Nauclea latifolia (White & Abernethy 1997). Forest
136 patches are mainly secondary to mature okoumé rainforests, the dominant forest type in
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137 western Gabon, dominated by Aucoumea klaineana (“okoumé”), Lophira alata, Desbordesia
138 glaucescens, Scyphocephalium ochochoa, Dacryodes buttneri, Santiria trimera, Sindoropsis
139 le-testui and Uapaca guineensis (Ben Yahmed & Pourtier 2004; White & Abernethy 1997).
140 The Ipassa research station (Institut de Recherches en Ecologie Tropicale) is situated in the
141 northern part of Ivindo National Park, 12 km from the city of Makokou (coordinates:
142 N0°30’38.1456” / E12°48’1.2594”; altitude: 500m). The site is mainly surrounded by mature
143 Guineo Congolean rainforest showing both Atlantic and continental influences (Doumenge et
144 al. 2004; Nicolas 1977; White 1983), with Baphia leptobotrys and Millettia laurentii
145 dominating the tree cover, as well as Scorodophloeus zenkeri, Plagiostyles africana,
146 Dichostemma glaucescens, Santiria trimera, Polyalthia suaveolens and Poncovia pedicellaris 147 (Figure 2B). Draft 148 The two sites are 160 kilometers apart and share a similar seasonal cycle typical of the
149 equatorial transition zone, with short (January February) and long (June September) dry
150 seasons. The average monthly temperature is 24°C while mean annual precipitation is 1500
151 mm at Lopé and 1700 mm at Ipassa.
152 Moth sampling
153 Sampling was conducted at both sites in November 2009 and at Lopé 2 in February March
154 2011 during a field class organized in the Lopé National Park (ECOTROP field class
155 http://www.ecotrop.com/ECOTROP). We used a standard light trap technique consisting of a
156 250W UV (mercury vapor) bulb placed 4 5 meters above the ground to attract insects
157 (Figures 2A and 2C). Two low voltage lamps (80W) were positioned on both sides of a
158 vertical white sheet positioned below the UV bulb. Specimens were collected during dark
159 moon phases from dusk to dawn (6pm to 6am, local time) in order to collect species with
160 varying flight times (Lamarre et al. 2015). Overall, four collecting nights were carried out in
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161 each site in 2009 (10th to 14th of November at Lopé 2 and 14th to 18th of November at
162 Ipassa), and three additional nights at the end of the short dry season at Lopé 2 in 2011 (27th
163 February, 1st and 4th March). Our sampling design was therefore relevant to compare observed
164 communities between sites from the samples collected during the rainy season in 2009, and to
165 investigate seasonal turnover at Lopé 2.
166 Our study focuses on Macroheterocera, i.e. macromoths whose wingspan were >1 cm (Figure
167 2D). Each night and in all families of Macroheterocera, we sampled as many species as could
168 be distinguished morphologically when collecting. Specimens were killed using a cyanide jar
169 or by an injection of ammonia into the thorax for larger species. Moths were placed in
170 glassine envelopes marked with a code unique to each sampling event. Specimens were 171 subsequently sorted into morphospecies,Draft i.e. groups of specimens that were readily 172 distinguishable from their external morphology. A maximum of four specimens per
173 morphospecies and per collecting night were selected for molecular analyses. Specimens are
174 currently deposited in the Museum national d’Histoire Naturelle in Paris, where they are
175 available for further taxonomic study.
176 DNA barcoding and taxonomic assignments
177 A small piece of tissue (generally a complete leg or its tarsus for the largest species) was
178 sampled for each specimen selected in the field (Figure 2D). DNA extraction was carried out
179 at the Canadian Centre for DNA Barcoding (CCDB) at the University of Guelph following a
180 standard automated protocol (Ivanova et al. 2006; Hajibabaei et al. 2005). Tissue lysis
181 occurred in 50µl of lysis buffer and proteinase K [0.02 mg/µL] incubated at 56ºC overnight.
182 A 658 bp segment of the 5’ region of the COI mitochondrial gene used as a standard DNA
183 barcode was amplified through PCR using the primer pair LepF1/LepR1 (Hebert et al. 2004).
184 Samples failing to amplify after this first PCR pass were re processed using the primer sets
185 LepF1/MLepR1 and MLepF1/LepR1 that target 307 bp and 407 bp overlapping fragments,
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186 respectively (Hajibabaei et al. 2006). A standard PCR reaction protocol was used for all PCR
187 amplifications and products were checked on a 2% E gel 96 Agarose (Invitrogen). Unpurified
188 PCR amplicons were sequenced in both directions using the same primers as those used for
189 the initial amplification, and following standard CCDB protocols (http://ccdb.ca/resources/)
190 (Hajibabaei et al. 2005). Trimming of primers, sequence editing and contig assembly were
191 carried out at CCDB using CodonCode software (CodonCode Corporation, Centerville, MA,
192 USA). All sequences were aligned and inspected for frame shifts and stop codons for removal
193 of editing errors and possible pseudogenes, and then uploaded in the Barcode of Life Data
194 systems (BOLD, Ratnasingham & Hebert 2007). All records – including specimen and
195 sequence data – can be accessed publicly in BOLD and GenBank, and were assembled within
196 BOLD dataset DS LOPELEP1. Draft 197 Species assignments of specimens using morphology, either as named species through formal
198 identification or as provisionally delineated morphospecies, could not be achieved for all the
199 specimens, because of the lack of taxonomic expertise for many of the moths collected and
200 because processing the large number of specimens (spreading of wings and often genitalic
201 dissections) was intractable. Because morphospecies are unreliable for a thorough assessment
202 of observed species diversity (Zenker et al. 2016), we used DNA barcodes to delineate
203 molecular taxonomic units (MOTUs) as a proxy for species. More specifically, we used
204 Barcode Index Numbers (BINs) derived from the automated MOTU delineation tool
205 implemented in BOLD (Ratnasingham & Hebert 2013), and which have already been used to
206 consistently approximate species in Lepidoptera (Hausmann et al. 2013; Kekkonen & Hebert
207 2014). In two families, Saturniidae and Sphingidae, species were carefully identified (by RR
208 and TD) on the basis of morphology and the results were used to test their correspondence
209 with BINs.
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210 For most specimens, we were able to provide a family level identification based on their
211 general morphology during tissue sampling, or, subsequently using DNA barcode results
212 coupled with the BOLD identification tool as well as the topology of the NJ tree. For this
213 second approach, the richness of the BOLD DNA barcode library, with records for more than
214 100,000 species of Lepidoptera – proved very useful using a simple query for best close
215 matches in the database. Instead of applying a (necessarily subjective) threshold to generate
216 family (or occasionally subfamily and genus) assignment, we verified the proposed
217 assignments by comparing images and, where relevant, by examining the specimens and
218 confirming the proposed taxon on the basis of its morphology.
219 Community data analyses 220 The α diversity at each site wasDraft assessed by plotting rarefaction curves and their 221 extrapolations for both species richness and sample coverage, using specimen numbers as a
222 measure of sampling intensity. These analyses were carried out using the iNEXT package
223 (Hsieh et al. 2014) for R 3.0.2 (R Development Core Team 2004). We then used the Vegan
224 package (Oksanen et al. 2013) to calculate several diversity indices: observed richness
225 (defined as the total number of observed BINs at a given sampling site or on a given date),
226 Chao1, ACE and second order jacknife diversity estimators, and Fisher α diversity index. We
227 also used iNEXT to calculate the number of species observed given a constant level of
228 sampling coverage, and Vegan for the estimation of species richness rarefied to a constant
229 level of sampling intensity (i.e. a constant number of specimens collected). We finally used
230 fisherfit, prestonfit and prestondistr functions of Vegan to plot rank abundance diagrams and
231 fit Fisher's logseries, Preston's lognormal and truncated lognormal models to abundance data
232 for each sampling site.
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233 To assess β diversity among sampling sites (for samples collected in 2009) and seasons (in
234 Lopé 2 site only), we calculated an average Sørensen’s index of dissimilarity using the
235 package Vegan (Oksanen et al. 2013):
236 βBC = (b+c)/(2 a + b + c)
237 where a is the number of species (here BINs) shared between two sites B and C, and b and c
238 are the numbers of unique BINs for sites B and C.
239 We used the betapart package to decompose β diversity into two components (Baselga 2010):
240 nestedness (i.e. when the composition of communities with a smaller species number is a
241 subset of a richer community) which reflects non random processes of species loss, and
242 spatial turnover which results from species replacement as a consequence of environmental 243 sorting or spatial and historical constraintsDraft (Qian et al. 2005; Ulrich et al. 2009; Wright & 244 Reeves 1992). Analyses of β diversity were carried out with and without singletons (i.e. BINs
245 represented by a single specimen in the dataset), as their inclusion can lead to overestimation
246 of β diversity.
247 Results
248 Species richness at the regional scale
249 We obtained 3494 (97.7%) sequences from the 3576 specimens selected for DNA barcoding.
250 These sequences included representatives of 1385 BINs representing 23 families of
251 Lepidoptera (Table 1) and only 6 specimens (6 BINs) could not be identified to family level.
252 Noctuidae, Erebidae and Geometridae represented about one third of the BINs and sampled
253 individuals, whereas 10 other families were each represented by less than 10 specimens. More
254 than half of the BINs (786 in total, 57%) were represented by a single individual in our data
255 set (i.e. singleton).
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256 Morphological examination of specimens in the families Saturniidae (177) and Sphingidae
257 (267), led to the distinction of 42 and 63 species, respectively, of which only two (in family
258 Saturniidae) could not be identified to species and were given a provisional name
259 (Orthogonioptilum mgab_RR01 and Dogoia mgab_RR01). The correspondence between
260 morphologically assigned species and BINs was nearly perfect: 42 species versus 43 BINs in
261 Saturniidae (98%) and 63 versus 66 in Sphingidae (95%) (see DNA barcode NJ trees in SI
262 Figures 1 and 2). In other families, 112 species (representing 121 BINs) were formally
263 identified by taxonomic experts (see acknowledgments) or through DNA barcode matches in
264 BOLD. Overall, with Saturniidae and Sphingidae included, these species represent about 16%
265 of all BINs (230/1385). 266 Comparison between the number of DraftBINs observed in our study and the list of recognized 267 species and subspecies for Gabon, as derived from the AfroMoths online database (De Prins
268 & De Prins 2017), revealed the strong taxonomic deficit that characterizes moth diversity in
269 the Afrotropics. Afromoths is based on the survey of 7355 published sources for the whole
270 Afro tropical region (as of August 8th, 2017) and the authors’ own studies. It lists 1,301 moth
271 species and subspecies for Gabon, belonging to 36 families. Our survey (Figure 4), limited to
272 macro moths collected during only 11 nights at two sites, revealed 1385 BINs in just 25
273 families. Three families (Bombycidae, Brahmaeidae, and Lecithoceridae) detected in our
274 study lack published records for Gabon in the AfroMoths database. For 10 of the 22 other
275 families, the number of BINs recorded in our study exceeded the number of known species
276 (Table 1). Large differences were observed for Cossidae (1 species in AfroMoths versus 11
277 BINs), Crambidae (9 vs. 52), Erebidae (309 vs. 369), Geometridae (184 vs. 220),
278 Lasiocampidae (68 vs. 101), Noctuidae (71 vs. 224), and Pyralidae (6 vs. 70), which may
279 represent the most understudied families or those yet incompletely surveyed in the AfroMoths
280 database.
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281 In the few families that are well studied for this region, we collected approximately half the
282 known number of species (48.2%, sd=6.9, N=4 – including Saturniidae (43 BINS vs. 110
283 species listed in AfroMoths, 39%), Eupterotidae (15 vs. 32, 47%), Sphingidae (66 vs. 124,
284 53%) and Lasiocampidae (101 vs. 188 as listed by P. Basquin, personal communication,
285 54%).
286 Species richness and diversity patterns between sampling sites
287 Our survey revealed a total of 823 BINs (1604 specimens analyzed) and 782 BINs (1890
288 specimens analyzed) in the Ipassa and Lopé 2 sites, respectively (Table 1). Sampling resulted
289 in a high proportion of singletons at both sites (64% in Ipassa, 59% in Lopé 2; 57% when
290 combining both sites), and the distributions of BIN abundance are a strong fit to a log series
291 model (SI Figure 3). While observedDraft richness was similar between the sites, we collected
292 fewer BINs in Lopé 2, despite collecting three additional nights in this site during the dry
293 season.
294 For comparison of the two sites, we only considered specimens collected during the wet
295 season when sampling efforts were identical. The four collecting nights at each site resulted in
296 the capture of 1604 and 1110 specimens, which belonged to 823 and 481 BINs for Ipassa and
297 Lopé 2, respectively (Table 2). Richness estimators indicate that species richness ranged
298 between 1250 and 1850 species at Ipassa and between 700 and 1200 species at Lopé 2.
299 Rarefaction curves clearly show a higher richness in Ipassa (Figure 5a), while sampling
300 coverage rate was slightly higher at Lopé 2 (73% versus 68% at Ipassa) (Table 2, Figures 4b
301 and 4c). Overall, the moth communities at both sites showed a similar relative abundance of
302 the different families, both in terms of specimen numbers and BINs, although observed
303 richness in the most diverse families was consistently higher in Ipassa, with the exception of
304 Crambidae and Pyralidae, which had more BINs at Lopé 2 (Table 1).
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305 Comparison of BINs collected during the wet season at Lopé 2 and Ipassa revealed only 158
306 BINs shared by the two sites, 13.8% of the total number analyzed. Sørensen’s index of β
307 diversity calculated between the two sites was 0.76 for the whole dataset and 0.42 after
308 singletons were removed (Table 3). In both cases, β diversity was mainly explained by spatial
309 turnover (71.0% and 67.6%, respectively) and to a lesser extent by nestedness (29.0% and
310 32.4%).
311 Seasonal changes in moth assemblages at Lopé 2
312 We generated DNA barcodes for 1110 and 780 specimens from Lopé 2 during the rainy and
313 the dry seasons, respectively. Observed richness during the wet season was slightly higher
314 (478 BINs versus 441 BINs during the dry season), but this trend was reversed after rarefying 315 richness to a constant sampling effortDraft or a constant sampling coverage. Rarefaction curves 316 and diversity estimators were also quite similar, the later ranging between 650 and 1100 for
317 both seasons (Figure 5).
318 During the dry season, we collected moths belonging to 17 families versus 21 families during
319 the wet season. Seven families were not shared between the two sampling seasons, but all
320 were represented by few BINs (maximum 2) and individuals (maximum 2), excepting one
321 BIN in the family Thyrididae for which 18 specimens were collected in the wet season.
322 Overall, the diversity for each family was similar for the two sampling periods (Table 1) with
323 a few exceptions: the Crambidae (31 vs. 16 BINs), Pyralidae (37 vs. 18), and Saturniidae (31
324 vs. 9), which were all more diverse during the wet season, and the Sphingidae (40 vs. 28) that
325 was more diverse during the dry season. Out of a total of 782 BINs, 144 (i.e. 18.5%) were
326 found during both the rainy and the dry seasons. Sørensen’s index of dissimilarity between
327 seasons was 0.69, largely explained by temporal turnover (95.4%), but it dropped to 0.23 and
328 was evenly explained by turnover and nestedness after removing singletons from the data set
329 (Table 3).
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330 Discussion
331 DNA barcodes for the study of moth diversity in the tropics
332 Of the 25 moth families identified among more than 3500 collected specimens, three (namely
333 Bombycidae, Brahmaeidae and Lecithoceridae) have no record from Gabon in the AfroMoths
334 database (De Prins & De Prins 2017) and ten have a number of BINs equal or higher than the
335 number of species currently reported therein. Overall, we documented 1385 species level
336 molecular units (BINs), a number slightly higher than the 1301 species listed for the country
337 in AfroMoths. Considering the relatively shallow geographical range and temporal extent of
338 our study, this result highlights the weakness of the current knowledge of moth diversity in
339 the Afrotropics, despite the remarkable efforts by De Prins & De Prins (2017) to synthesize 340 and centralize this knowledge in theDraft AfroMoths database. Our results clearly highlight the 341 value of DNA barcoding for producing a rapid and accurate census of moth diversity in a
342 poorly studied tropical region. Because this approach facilitates comparisons between
343 sampling campaigns through barcode matches (as exemplified here between sites, but it can
344 also be applied between countries as currently in progress with a similar campaign in Central
345 African Republic), its systematic implementation would represent a powerful mean to address
346 both the Linnean and Wallacean shortfalls (Lomolino 2004), i.e. the inadequacies in
347 taxonomic and distributional knowledge that characterise most invertebrate taxa in poorly
348 studied regions such as the Congo basin (Whittaker et al. 2005).
349 In our study, the large number of BINs without taxonomic assignation at species level (1155
350 out of 1385) corresponds both to already known species not yet documented in the BOLD
351 libraries and to species that are new to science. The number and proportion of the later
352 remains unclear and further study by expert taxonomists of the specimens collected is needed,
353 as well as continued efforts to populate DNA barcode reference libraries. In addition, the
354 inflation of species numbers in many families may reflect an incomplete census of Gabonese
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355 records in past studies, a considerable task initiated in the Afromoths database, but certainly
356 suffering from the absence of recent dedicated efforts to synthesize Lepidopteran diversity
357 data for this country. The bombycid Amusaron kolga (Druce, 1887) and brahmaeid
358 Dactyloceras lucina (Drury, 1782) for instance represent new records for their respective
359 families in Gabon, but are species known to occur in neighbouring countries of the Congo
360 basin (De Prins & De Prins 2017). In Lasiocampidae the number of species listed in
361 AfroMoths (68) is identical to the number of species reported from an independent literature
362 survey by a specialist of this family on the African continent (P. Basquin, personal
363 communication). Furthermore, this same taxonomic authority (unpublished results) has
364 recorded approximately 188 Gabonese lasiocampid species in natural history collections
365 worldwide, which clearly demonstrates how insufficient the published data are for this family
366 at the regional scale and is consistent Draftwith the number of BINs (101) reported in our study.
367 Molecular data can reveal cases of cryptic species, i.e. species that cannot be distinguished
368 from morphological characters, or that present subtle morphological and/or ecological traits
369 previously ascribed to intra specific variation or thought to be insignificant for species level
370 recognition (Janzen et al. 2009; Janzen et al. 2013; Rougerie et al. 2014). In our study, such
371 discrepancies between morphologically identified and molecular species were found in four
372 cases within Saturniidae and Sphingidae, corresponding to supposedly morphological well
373 defined species that appeared to be split into two or three distinct BINs. This is also likely to
374 be the case in more speciose and less studied families such as Erebidae, Geometridae and
375 Noctuidae, leading to an increase of species numbers in these groups compared to available
376 checklists that are only based on morphologically recognized species.
377 Moth diversity at Ivindo and Lopé National Parks
378 Among the 1385 BINs found in our samples, 796 (i.e. 58% of the total) were represented by a
379 single specimen, which is a high singleton proportion compared to the average of 32% found
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380 by Coddington et al. (2009) in a review of tropical arthropod studies. There are little or no
381 biological explanations for the high proportion of rare species usually found in tropical insect
382 surveys (Novotný & Basset 2000). Rather, this pattern can be attributed to undersampling of
383 highly diverse communities (Coddington et al. 2009), suggesting that caution should be taken
384 when interpreting the observed patterns of community composition and structure. It also
385 suggests that the estimates of species richness derived from our results probably represent a
386 low estimation of the actual diversity of these ecosystems. Both rarefaction curves and
387 sampling coverage indices (Figure 5, Table 2) support this idea, suggesting that at least twice
388 the number of collected species may occur in the study area.
389 We found only a few studies that assessed moth local richness in tropical rainforest or 390 savannah ecosystems and that can beDraft readily compared with our own results. Ashton et al. 391 (2014) sampled 791 to 2795 species and produced Chao1 estimates ranging from 1478 to
392 3666 among three rainforest locations in Malaysia. In Costa Rica, Janzen et al. (2009)
393 published a census of 2349 species using a DNA barcode based assessment of macro moth
394 assemblages in the Area de Conservación Guanacaste. On the other hand, Hawes et al. (2009)
395 reported 98 species of Arctiinae (Erebidae), 43 of Saturniidae and 5 of Sphingidae in a
396 primary forest area of Brazilian Amazonia, which is well below our findings in the present
397 study. Variations in the number of species observed among studies are however difficult to
398 interpret, because they can both reflect real differences in species diversity, but can also be
399 biased by differences in sampling efforts and/or sampling performed in different seasons. In
400 fact, the moth sampling by Ashton et al. (2014) and Hawes et al. (2009) was done through
401 264 and 30 collecting nights per study site, respectively, while the survey of Janzen et al.
402 (2009) was conducted over decades and involved additional sampling methods (in particular,
403 the mass rearing of caterpillars). Comparing the results obtained in different studies and with
404 different sampling intensity requires standardization through rarefaction procedure (Gotelli &
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405 Colwell 2001). Applying this approach to the data from Ashton et al. (2014) produces a result
406 different from what can be directly deduced from observed richness (Nakamura A., Ashton
407 L.A., Kitching. R.L., personal communication). For instance, species numbers in their
408 Malaysian sites ranged from 290 to 475 after standardization to a constant sampling effort of
409 1000 individuals, and between 100 to 270 at a constant sampling coverage of 50%, which was
410 lower to what we found in our two study sites (Table 2). This suggests that Central African
411 rainforests may represent an important hotspot for moth diversity.
412 Variation in moth diversity and composition among study sites
413 Our analyses of moth assemblages during the rainy season in the rainforest of Ipassa and the
414 savannah/forest landscape of Lopé 2 unveiled significant differences in both species diversity 415 and composition. As expected fromDraft differences in vegetation coverage, the observed and 416 estimated richness were both higher in Ipassa. Plant diversity is indeed higher in the rainforest
417 landscape of Ipassa than in the shrubland savannahs and peaty marshes that dominate the
418 landscapes of the northern part of Lopé National Park (White & Abernethy 1997). In addition,
419 despite presenting a comparable structure, forests at Ipassa are more humid and present
420 higher tree diversity when compared with the gallery forests of Lopé 2. These features
421 presumably offer a broader diversity of ecological niches in terms of trophic resources and
422 microhabitats, in particular via the important diversity of epiphytes and lianas (Ben Yahmed
423 & Pourtier 2004).
424 Difference in species assemblage composition among sites was high, with only 13.3% of
425 BINs found in both. This high β diversity was mainly attributed to spatial turnover, meaning
426 that undersampling may only weakly account for this variation. This is in contrast with other
427 studies that reported relatively low β diversity of insect herbivores in comparable tropical
428 rainforest habitats (Basset et al. 2012; Novotny et al. 2007). This also concords with other
429 studies having reported high species turnovers among sites as long as these comprised enough
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430 variability in vegetation types (Beck & Chey 2007; Ødegaard 2006). In fact, contrasted
431 composition of dominant forest tree species among our study sites may have selected for
432 different assemblages of herbivorous species, as leaf chewing insects are usually specialized
433 on a single genus of host plants (Novotny et al. 2002a, 2002b). Similarly, the presence of
434 herbaceous ecosystems and secondary forests at Lopé 2 may have also driven the presence of
435 specific species assemblages associated with these open habitats. The high diversity of
436 Crambidae and Pyralidae observed at this site compared to Ipassa could for instance be linked
437 to species preferences within these groups for herbaceous host plants (Kitching et al. 2000).
438 Even if additional sampling is necessary to confirm this finding, these preliminary results
439 suggest that landscapes dominated by a savannah forest patchwork may host substantial levels 440 of herbivore insect diversity with a highDraft compositional specificity at species level compared 441 to typical tropical rainforests. This argues in favor of a better consideration of savannah
442 ecosystems in both global estimates and conservation strategies of insect biodiversity.
443 Seasonal variation of moth assemblages
444 At Lopé 2 we found little difference in species richness of moth assemblages collected during
445 the rainy and the dry seasons. In contrast, BINs compositions clearly differed from one season
446 to the other, with only 18.3% of the BINs collected being observed in both seasons, and this
447 temporal β diversity being clearly explained by seasonal turnover rather than by nestedness
448 (Table 3). Composition may simply be influenced by the level of vegetation development
449 during the seasonal cycle, which is well known to influence the phenology of lepidopteran
450 species, or by different climatic preferences linked to the feeding and/or reproductive activity
451 of the moths.
452 From a methodological point of view, these results highlight the importance of standardizing
453 the period of sampling to provide fully comparable results among different localities. They
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454 also suggest the need of sampling different seasons to obtain a reliable inventory of species at
455 a given study site, as the assemblages observed at the rainy season (the usually preferred
456 period for moth collecting) clearly do not provide a representative overview of the actual
457 species composition of the focal community.
458 Conclusion
459 Our study highlights the usefulness of utilizing DNA barcodes for performing rapid analyses
460 of taxonomic diversity and composition of moth assemblages in poorly studied areas. It also
461 stresses the need to accelerate biodiversity inventories in those areas that have been
462 insufficiently explored regarding moths and other poorly studied invertebrates. Central Africa
463 clearly is one of those areas and our results represent the first robust assessment of moth 464 diversity in Gabonese forests and savannahs,Draft highlighting a strongly understudied fauna. The 465 material collected and the DNA barcode library released with this study are thus important
466 contributions and we expect that they will serve the development of knowledge on the
467 diversity and distribution of African moths. In general, studies combining molecular data and
468 traditional taxonomic expertise are critically needed to better document invertebrate
469 communities in tropical areas, especially in the regions where anthropogenic pressures are
470 high and where species extinctions remain unaccounted for because species simply remain
471 undocumented.
472 Acknowledgements
473 Fieldwork was supported by grants from the University of Rouen, SCALE Research
474 Federation, French Embassy at Libreville (“Service de Coopération et d’Action Culturelle”)
475 and IRD (“Action Thématique Structurante” call). Logistical support was provided by ANPN,
476 the National Agency for National Parks (Libreville, Gabon), WCS (Libreville, Gabon) and
477 CEDAMM (National Park, Lopé, Gabon), Research Station on Gorilla and Chimpanzee
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478 (SEGC, Gabon), as well as “Agence des Universités Francophones” and the numerical
479 campus of Libreville. Sequencing costs were covered by grants to PDNH from Genome
480 Canada and from the Ontario Ministry of Research, Innovation and Science. Patrick Basquin
481 (for Lasiocampidae) and Ugo Dall Asta (for Lymantriinae) provided taxonomic assistance.
482 We also thank the institutions that made this project possible: CENAREST for research
483 authorizations, IRET and IRAF (Libreville, Gabon), Science University of Massuku
484 (Franceville, Gabon (Libreville, Gabon), CIRMF (Franceville, Gabon), University O. Bongo
485 (Libreville, Gabon), and University of Douala (Cameroun).
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664 Ratnasingham, S., and Hebert, P.D.N. 2007. BOLD: The Barcode of Life Data System
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671 Rougerie, R., Kitching, I.J., Haxaire, J., Miller, S.E., Hausmann, A., and Hebert, P.D.N. 2014.
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674 Roy, R. 1973. Premier inventaire des Draftmantes du Gabon. Biologia Gabonica 8: 235–290.
675 Stork, N.E., and Habel, J.C. 2013. Can biodiversity hotspots protect more than tropical forest
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700 survey of taxonomic richness. Zootaxa 3148 : 7 12.
701
702
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703 Tables
704 Table 1. Number of individuals and number of BINs collected for different families/sub
705 families of macro moths at the two study sites and for two seasons at Lopé 2, and number of
706 species listed in the AfroMoths online database (grey bars; De Prins & De Prins 2017) for the
707 same families/sub families (WS= wet season; DS= dry season).
Ipassa (WS) Lopé (WS) Lopé (DS) Lopé Total
# ind # BINs # ind # BINs # ind # BINs # ind # BINs # ind # BINs
Bombycidae 2 2 2 2
Brahmaeidae 2 1 2 1 2 1 4 1
Cossidae 6 5 5 4 8 4 13 8 19 11
Crambidae 17 14 73 31 19 16 92 43 109 52
Drepanidae 6 4 1 1 1 1 7 5
Erebidae (Arctiinae) 198 71 Draft131 41 75 37 206 65 404 113
Erebidae (Erebinae) 75 38 71 24 47 34 118 46 193 72
Erebidae
(Lymantriinae) 220 103 47 32 79 54 126 73 346 164
Other Erebidae 61 33 102 18 22 18 124 32 185 60
Eriocottidae 2 2 2 2 2 2
Eupterotidae 13 10 22 3 5 3 27 5 40 15
Euteliidae 1 1 4 2 5 2 5 2
Geometridae 293 153 130 63 117 62 247 107 540 220
Lasiocampidae 88 55 80 42 74 36 154 61 242 101
Lecithoceridae 1 1 2 1 3 2 3 2
Limacodidae 31 15 20 14 8 7 28 18 59 30
Noctuidae 199 125 103 66 95 69 198 124 397 224
Nolidae 2 2 2 2 2 2
Notodontidae 155 77 72 31 45 27 117 49 272 104
Psychidae 1 1 2 2 6 4 8 4 9 5
Pyralidae 65 29 82 37 25 18 107 49 172 70
Saturniidae 62 32 79 31 36 9 115 33 177 43
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Sphingidae 98 44 58 28 111 40 169 47 267 66
Thyrididae 4 4 18 1 18 1 22 5
Tineidae 2 1 2 1 2 1
Tortricidae 5 4 1 1 1 1 6 5
Uraniidae 1 1 1 1 1 1
Zygaenidae 1 1 0 1 1
Not identified 2 2 4 4 4 4 6 6
Total 1604 823 1110 481 780 443 1890 782 3494 1385
708
709
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710 Table 2. Summary of macro moth data sets collected at the two study sites and for two
711 seasons in Lopé 2 (numbers in parentheses represent the 95% confidence intervals based on a
712 bootstrap method with 200 replications).
Ipassa (WS) Lopé (WS) Lopé (DS) Lopé
Number of indiduals collected 1604 1110 780 1890
Observed richness 823 481 443 782
Proportion of singletons (%) 63.85 63.61 64.93 59.31
Sampling coverage (%) 67.32 (± 2.95) 72.44 (± 2.27) 63.14 (± 3.02) 75.54 (± 1.77)
Richness at constant sampling coverage of 50% 469.2 (± 13.8) 197.6 (± 7.0) 313.7 (± 12.9) 330.4 (± 7.6)
Richness at constant sampling intensity of 1000 indiv. 599.1 (± 8.9) 449.9 (± 4.4) 511.4 (± 25.6) 521.5 (± 9.5)
Chao1 estimated richness 1837.0 (± 130.6) 1011.6 (± 107.9) 869.5 (± 70.9) 1513.4 (± 96.5)
ACE estimated richness 1849.4 (± 27.6) 1120.6 (± 20.7) 1054.4 (± 22.9) 1629.5 (± 26.2)
1211.4 (±
First order jackniffe estimated richness Draft1269.2 (± 286.2) 728.5 (± 169.7) 663.7 (± 166.9) 197.0)
Fisher alpha 678.3 (± 36.5) 318.2 (± 21.0) 419.3 (± 32.3) 491.5 (± 25.0)
713
714
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715 Table 3. Comparison of macro moth species assemblages between the two study sites and for
716 two seasons in Lopé 2 showing the Sørensen index of dissimilitude (with singletons removed
717 or not from the dataset) and its partitioning into geographical/seasonal turnover and
718 nestedness.
Sørensen Turnover (%) Nestedness (%)
Ipassa vs Lopé 2 0.75 70.97 29.03
Same without singletons 0.40 67.57 32.43
Wet vs dry season (Lopé 2) 0.69 95.39 4.61
Same without singletons 0.23 54.76 45.24
719
720 Draft
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721 Figures
722 Figure 1. Location of the study sites; Dark grey areas on the upper right map represent
723 National Parks in Gabon. The Ipassa site is located near Ivindo.
724 Figure 2. Photos of the two study sites and sampling methods: A) View of the savannah
725 forest patchwork in Lopé National Park, showing the position of the light trap (Lopé 2,
726 November 2009); B) Rainforests at Ipassa research station at the edge of the Ivindo river
727 (November 2009); C) Light trapping at Lopé 2 in March 2011; D) Tissue sampling for DNA
728 barcoding during the ECOTROP field class in March 2011.
729 Figure 3. Diversity and composition of the macro moth sample at the two locations (Lopé 2
730 and Ipassa): the circular phylogram represents the results of a Neighbor Joining analysis in
731 BOLD of 3,494 COI sequences clusteringDraft into 1,385 BINs; barcodes obtained for specimens
732 from Ipassa are in green while those from Lopé 2 are in grey. The pie chart represents the
733 relative contribution (ordered) of the different families and sub families (for Erebidae) of
734 moths collected in the two sites; numbers within brackets indicate the number of BINs and
735 number of specimens sampled, respectively.
736 Figure 4. Comparisons between the numbers of BINs observed in this study for 28 families
737 and sub families of macro moths (dashed bars) and the numbers reported from Gabon in the
738 AfroMoths online database (grey bars; De Prins & De Prins 2017).
739 Figure 5. Individual , sample , and coverage based rarefaction and extrapolation curves for
740 the two study sites and for two seasons at Lopé 2 (DS: dry season, WS: wet season): A) Size
741 based rarefaction/extrapolation curves; B) Sample coverage plotted against the number of
742 individuals; C) Coverage based rarefaction/extrapolation (rarefaction curves are represented
743 in solid lines, extrapolation curves in dashed lines; shaded areas represent a 95% confidence
744 intervals based on a bootstrap method with 200 replications).
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745
746
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747 Supplementary material
748 SI Table 1. List of members of the ECOTROP team and their affiliations.
749 SI Fig. 1. Neighbour Joining (NJ) tree based on K2P distances for the Sphingidae and
750 Saturniidae moths collected in Ipassa (terminals labelled as ‘makokou’ in the tree) and Lopé 2
751 (labelled as ‘La Lope’). The tree was produced with records in BOLD dataset DS LOPELEP1
752 using BOLD alignment and default settings.
753 SI Fig. 2. Images of specimens in NJ tree of SI Fig. 1; numbers of images correspond to
754 numbers of terminals in SI Fig. 1 tree.
755 SI Fig. 3. Rank abundance diagrams for Ipassa (left panels) and Lopé 2 (right panels): (A)
756 and (C) represent Fisher's logseries functions fitted on abundance data; (B) and (D) represent
757 Preston's lognormal (red lines) and truncatedDraft lognormal (blue lines) models.
758
759
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Draft
C D
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Erebinae|Lope11−0920Erebinae|TDGAB−1690Erebinae|Lope11−0982Noctuidae|TDGAB−1180 Noctuidae|Lope11−0611 Noctuidae|TDGAB−1242 cipa|TDGAB−0657 Noctuidae|TDGAB−1298 Amphip Noctuidae|TDGAB−0069Noctuidae|TDGAB−1325Noctuidae|TDGAB−1556Noctuidae|TDGAB−0509 ysodeixis acuta|TDGAB−1934 Noctuidae|Lope11−0088 cipa|TDGAB−1604 Noctuidae|TDGAB−1589 ysodeixis acuta|TDGAB−1845 Amphip cipa|TDGAB−1459 Noctuidae|TDGAB−0655Noctuidae|TDGAB−2342Noctuidae|TDGAB−1285Noctuidae|TDGAB−1119 ysodeixis acuta|TDGAB−1458 Noctuidae|Lope11−0598 Noctuidae|TDGAB−2225 ysodeixis acuta|TDGAB−0702 Noctuidae|TDGAB−1281 cipa|TDGAB−1587 Noctuidae|TDGAB−0849 ysodeixis acuta|TDGAB−0104 Agaristinae|TDGAB−2138Noctuidae|TDGAB−1016 cipa|TDGAB−0649 Noctuidae|TDGAB−2208Noctuidae|TDGAB−2374Noctuidae|Lope11−0059Noctuidae|Lope11−0607 ysodeixisysodeixis acuta|Lope11−0096 acuta|Lope11−0610 Amphip L L L Aediinae|Lope11−0300 Noctuidae|Lope11−0334 cipa|TDGAB−0779 DasycDasycJana MGABsp2|TDGABb−333 Noctuidae|TDGAB−1643 cipa|TDGAB−0646 JanaL eur cipa|TDGAB−0726 L Noctuidae|TDGAB−0201Noctuidae|TDGAB−0590 ysanoplusia spoliata|Lope11−0324 cipa|TDGAB−1554 Noctuidae|TDGAB−1821Noctuidae|TDGAB−0070Noctuidae|TDGAB−0563 Agaristinae|Lope11−0519 cipa|TDGAB−1957 Noctuidae|TDGAB−0852Noctuidae|TDGAB−2117Noctuidae|TDGAB−2145 Agaristinae|TDGAB−1971 cipa|TDGAB−1014 Noctuidae|TDGAB−0285Noctuidae|TDGAB−0577Noctuidae|TDGAB−0290Noctuidae|TDGAB−0766 Agaristinae|TDGAB−0917 cipa|TDGAB−1308 Noctuidae|TDGAB−0586Noctuidae|TDGAB−2255Noctuidae|TDGAB−1995 cipa|TDGAB−1577 Noctuidae|TDGAB−2398Noctuidae|TDGAB−1990Noctuidae|TDGAB−0351Noctuidae|TDGAB−2009 ys crini|Lope11−0544 ScSc cipa|TDGAB−1882 Noctuidae|Lope11−0083Noctuidae|Lope11−0178Gracilodes|TDGAB−0393 ys crini|Lope11−0945 Sc Calpinae|TDGAB−0171Calpinae|TDGAB−0274Calpinae|TDGAB−2080Noctuidae|TDGAB−2043 Noctuidae|TDGAB−0967Noctuidae|TDGAB−0289Noctuidae|TDGAB−2109Noctuidae|TDGAB−2151 Sc Noctuidae|TDGAB−0503Noctuidae|TDGAB−0845Noctuidae|TDGAB−1349 ScSc Noctuidae|TDGAB−0511Noctuidae|TDGAB−1243Noctuidae|Lope11−0157 Noctuidae|Lope11−0828Noctuidae|TDGAB−0060Noctuidae|TDGAB−0114 Auc Noctuidae|TDGAB−1936Noctuidae|TDGAB−2405ThChr ChrChrChr ChrChrChrGeometridae|TDGAB−0422 Noctuidae|Lope11−0587hausia|TDGAB−0349hausia|Lope11−0601 Geometridae|TDGAB−0782Geometridae|TDGAB−2230Geometridae|Lope11−0108Metallospora|Lope11−0774 Noctuidae|TDGAB−1718Noctuidae|TDGAB−1932hausia|TDGAB−1414 Noctuidae|TDGAB−0388Noctuidae|TDGAB−0401Noctuidae|TDGAB−0825Noctuidae|TDGAB−1829 Noctuidae|TDGAB−1629Utetheisa|TDGAB−1749hausia|TDGAB−0876 Noctuidae|TDGAB−1103Noctuidae|TDGAB−0164Noctuidae|TDGAB−0601 Noctuidae|TDGAB−1539Noctuidae|TDGAB−1548hausia|TDGAB−0181hausia|TDGAB−0429 Noctuidae|TDGAB−2360Noctuidae|TDGAB−2400Earias|TDGAB−0111Noctuidae|TDGAB−0431 Noctuidae|TDGAB−0098Noctuidae|TDGAB−0089 Noctuidae|TDGAB−1376Noctuinae|TDGAB−0756Noctuidae|TDGAB−1537Noctuidae|TDGAB−1695 Noctuidae|TDGAB−0758 Noctuidae|Lope11−0089Noctuidae|Lope11−0176Noctuidae|TDGAB−1757Noctuidae|TDGAB−0798 Noctuidae|TDGAB−0243Noctuidae|TDGAB−0064yrinae|TDGAB−2257 Noctuidae|TDGAB−0569Noctuidae|Lope11−0090Noctuidae|TDGAB−2017 Noctuidae|TDGAB−0571Noctuidae|Lope11−0486yrinae|TDGAB−0441 Noctuidae|TDGAB−2210Noctuidae|Lope11−0296BrithBrith Noctuidae|Lope11−0376henisa|TDGAB−0761yrinae|TDGAB−0313yrinae|TDGAB−1201 Callopistria|TDGAB−0663Noctuidae|TDGAB−1618Noctuidae|Lope11−0001 Noctuidae|TDGAB−2397Noctuidae|TDGAB−2416yrinae|TDGAB−0203 Noctuidae|TDGAB−1055Noctuidae|TDGAB−0984Noctuidae|TDGAB−1324 Noctuidae|TDGAB−1263Noctuidae|TDGAB−1165 Noctuidae|TDGAB−0236Noctuidae|Lope11−0175Lacinipolia|TDGAB−0802Lacinipolia|TDGAB−0696 Noctuidae|TDGAB−1077Noctuidae|TDGAB−2074 Lacinipolia|TDGAB−1233Noctuidae|TDGAB−1966Noctuidae|TDGAB−2060Noctuidae|TDGAB−1538 Noctuidae|TDGAB−1972Noctuidae|TDGAB−2252Xyleninae|Lope11−0165Xyleninae|TDGAB−0711 Xyleninae|Lope11−0325Xyleninae|Lope11−0650Noctuidae|Lope11−0851Noctuidae|Lope11−0852 Noctuidae|TDGAB−2207Noctuidae|TDGAB−2386Noctuidae|Lope11−0086Noctuidae|TDGAB−1733 Erebinae|TDGAB−0141Erebinae|Lope11−0912Erebinae|Lope11−0916 Noctuidae|Lope11−0836Noctuidae|TDGAB−2394Noctuidae|Lope11−0323Noctuidae|Lope11−0335 Erebinae|TDGAB−2000 Noctuidae|TDGAB−0871Noctuidae|TDGAB−0963Noctuidae|TDGAB−1013 Erebinae|TDGAB−2299Erebinae|Lope11−0087 Noctuidae|TDGAB−0979Noctuidae|TDGAB−0964Noctuidae|TDGAB−0872Noctuidae|TDGAB−0369ctiinae|TDGAB−1461 Erebinae|TDGAB−0564Erebinae|TDGAB−2004 Noctuidae|TDGAB−0176Noctuidae|TDGAB−0510Noctuidae|TDGAB−0965ctiinae|TDGAB−1080ctiinae|TDGAB−1093 Erebinae|TDGAB−0397Erebinae|TDGAB−0183 Noctuidae|TDGAB−1029Noctuidae|TDGAB−1096Noctuidae|TDGAB−1025ctiinae|TDGAB−0952ctiinae|TDGAB−0975ctiinae|TDGAB−1216 Erebinae|Lope11−0606Erebinae|Lope11−0301 Noctuidae|TDGAB−2317Noctuidae|TDGAB−1198Noctuidae|Lope11−0053ctiinae|TDGAB−0040ctiinae|TDGAB−2025ctiinae|TDGAB−2032 Erebinae|TDGAB−0913Erebinae|Lope11−0135 Noctuidae|TDGAB−1849Noctuidae|Lope11−0843Noctuidae|Lope11−0151Noctuidae|Lope11−0164 Erebinae|TDGAB−0552Erebinae|Lope11−0129 Noctuidae|Lope11−0990ArSpodoptera triturata|TDGAB−1097 Erebinae|TDGAB−1114Erebinae|Lope11−0080 SpodopteraSpodopteraAr triturata|TDGAB−1333 ex Erebinae|TDGAB−1142Erebinae|TDGAB−2136 ArArAr Erebinae|TDGAB−0487Erebinae|TDGAB−0528 ArArArAr Erebinae|TDGAB−0522Erebinae|TDGAB−1117Erebinae|TDGAB−0332 Spilosoma|Lope11−0173Spilosoma|Lope11−0534Spilosoma|TDGAB−0027Spilosoma|TDGAB−0028 Hypocala|TDGAB−1870Hypocala|TDGAB−1903Hypocala|Lope11−0655Erebinae|TDGAB−0378 Spilosoma|TDGAB−1642Spilosoma|Lope11−0289Spilosoma|Lope11−0290Spilosoma|Lope11−0657 Hypocala|TDGAB−1770Hypocala|TDGAB−1859 Erebinae|TDGAB−1057Erebinae|TDGAB−2121Erebinae|TDGAB−2190 Hypocala|TDGAB−1645Hypocala|TDGAB−1677 Erebinae|TDGAB−0521Erebinae|TDGAB−2196Erebinae|TDGAB−1804Erebinae|TDGAB−0160 Hypocala|TDGAB−0722Hypocala|TDGAB−1595 Erebinae|TDGAB−1536Erebinae|TDGAB−2373Asota speciosa|TDGAB−1681 HypsorHypsorHypocala|TDGAB−0807Hypocala|TDGAB−0080 AsotaAsotaAsota speciosa|TDGAB−1386 speciosa|TDGAB−1682 speciosa|TDGAB−1832 Hypocala|TDGAB−1345Hypocala|TDGAB−1343 AsotaErebidae|Lope11−0608Amerila|TDGAB−1740 speciosa|TDGABb−337 Hypocala|TDGAB−0044Hypocala|TDGAB−1552 Amerila|TDGAB−0717Amerila|TDGAB−1223Amerila|TDGAB−1240Amerila|TDGAB−0020 Hypocala|TDGAB−1807Hypocala|TDGAB−1644 Amerila|TDGAB−0793Amerila|TDGAB−1715Amerila luteibarba|TDGAB−0629 Eudocima|TDGABb−326Hypocala|TDGAB−1364 AmerilaAmerilaAmerila luteibarba|TDGAB−0046 luteibarba|TDGAB−2029 luteibarba|TDGAB−0047 Eudocima|TDGAB−1669 AmerilaAmerilaAmerila luteibarba|TDGAB−0407 luteibarba|TDGAB−0637 luteibarba|TDGAB−0174 AmerilaAmerilaAmerila luteibarba|Lope11−0292 luteibarba|TDGAB−1249 luteibarba|TDGAB−0409 Noctuidae|Lope11−0841 AmerilaAmerilaAmerilaAmerila luteibarba|TDGAB−0907 luteibarba|TDGAB−0168 luteibarba|TDGAB−0197 luteibarba|Lope11−0342 Noctuidae|TDGAB−1224Noctuidae|Lope11−0172Hypena|TDGAB−2283 AmerilaAmerilaAmerilaAmerila luteibarba|TDGAB−0464 luteibarba|TDGAB−0486 luteibarba|TDGAB−1228 luteibarba|Lope11−0524 Noctuidae|Lope11−0179Noctuidae|Lope11−0181Noctuidae|Lope11−0604Hypena|TDGAB−0408Hypena|TDGAB−0572Hypena|TDGAB−1293 Amerila|Lope11−0658Amerila|TDGAB−0006Amerila|TDGAB−0137Amerila|TDGAB−0730 Noctuidae|TDGAB−0071Noctuidae|Lope11−0718Hypena|TDGAB−0360Hypena|TDGAB−0179opha|Lope11−0441 Amerila|Lope11−0526Amerila|Lope11−0677Noctuidae|TDGAB−1302Noctuidae|TDGAB−0156 Noctuidae|TDGAB−2127Noctuidae|TDGAB−1693opha|Lope11−0139 Noctuidae|TDGAB−0548Noctuidae|TDGAB−1178Noctuidae|TDGAB−1018 Noctuidae|TDGAB−0337Noctuidae|TDGAB−1983Noctuidae|TDGAB−0250 Noctuidae|TDGAB−2116Noctuidae|TDGAB−0645Noctuidae|TDGAB−1040omiaomia lethe|TDGAB−0476lethe|TDGAB−0611ustissima|Lope11−0060 Noctuidae|TDGAB−1674Noctuidae|TDGAB−0043 Noctuidae|TDGAB−0930Noctuidae|TDGAB−0468Noctuidae|TDGAB−0361omiaomiaomia|TDGAB−2353 lethe|TDGAB−1208 lethe|TDGAB−1652 Noctuidae|TDGAB−2046Noctuidae|Lope11−0612 Noctuidae|TDGAB−2331Noctuidae|TDGAB−1334Noctuidae|TDGAB−1311omia|TDGAB−0537omia|TDGAB−0335omia|TDGAB−0398 Noctuidae|Lope11−0618Noctuidae|TDGAB−0443 Noctuidae|TDGAB−1326Noctuidae|TDGAB−0444Noctuidae|Lope11−0359omia|TDGAB−0612omia|TDGAB−1209omia|Lope11−0808 Noctuidae|TDGAB−0032Noctuidae|Lope11−0377Noctuidae|TDGAB−0109 Noctuidae|TDGAB−1653Noctuidae|TDGAB−1314Noctuidae|TDGAB−2362Noctuidae|TDGAB−2417 a|TDGAB−2221 Antiophlebia|TDGAB−1758Antiophlebia|Lope11−0784Noctuidae|TDGAB−0121Noctuidae|TDGAB−0304 Noctuidae|TDGAB−1231Noctuidae|TDGAB−1305Noctuidae|Lope11−0554ctiinae|TDGAB−1960 Antiophlebia|Lope11−0097Noctuidae|TDGAB−1264Noctuidae|TDGAB−2106Noctuidae|Lope11−0340 Noctuidae|TDGAB−0982Noctuidae|TDGAB−1183Noctuidae|TDGAB−1561Noctuidae|TDGAB−1780 Noctuidae|TDGAB−1339Noctuidae|TDGAB−2068AcontiaNoctuidae|TDGAB−0430 transfigurata|Lope11−0645 Erebinae|TDGAB−1772Erebinae|Lope11−0872 ArNoctuidae|Lope11−0649EuchrEuchr octis|TDGAB−1087octis|TDGAB−0427ycopsis|Lope11−0937 Noctuidae|Lope11−0337Noctuidae|Lope11−0614Erebinae|TDGAB−2423 EuchrEuchrEuchr ctiinae|TDGAB−1864ctiinae|TDGAB−2124ctiinae|TDGABb−369octis|Lope11−0140octis|Lope11−0628octis|Lope11−0629 Noctuidae|Lope11−0168Noctuidae|Lope11−0347 EuchrEuchrEuchrEuchr ctiinae|TDGABb−359ctiinae|TDGAB−1125ctiinae|TDGABb−360 AnapisaAnapisa monotica|Lope11−0153monotica|Lope11−0364Noctuidae|Lope11−0149Noctuidae|Lope11−0018 EuchrEuchrNoctuidae|TDGAB−0558ctiinae|TDGABb−361ctiinae|TDGABb−370 Noctuidae|TDGAB−0666Noctuidae|TDGAB−0256Noctuidae|TDGAB−0418 Noctuidae|Lope11−0936ArAr r Noctuidae|TDGAB−0199Noctuidae|TDGAB−1006Noctuidae|TDGAB−1041 ArArArAr ytometra|TDGAB−0113 Noctuidae|Lope11−0298Noctuidae|Lope11−0368 ArAEuprEupr Noctuidae|TDGAB−1544Noctuidae|TDGAB−1654Noctuidae|TDGAB−0545 EuprEuprEupr Noctuidae|Lope11−0929Noctuidae|TDGAB−0095Noctuidae|TDGAB−0515 BombPhPacidaraNoctuidae|TDGAB−0275 ven Noctuidae|TDGAB−2202 Noctuidae|TDGAB−0687Noctuidae|TDGAB−0697Noctuidae|TDGAB−2087ctiinae|TDGAB−2063ctiinae|TDGAB−0924 Noctuidae|TDGAB−0570 Noctuidae|TDGAB−0445Noctuidae|TDGAB−1366Noctuidae|Lope11−0352ctiinae|TDGAB−2037ctiinae|TDGAB−2256ctiinae|TDGAB−2272 Soloella|Lope11−0529 Anomis|TDGAB−1836AnomisAnomis|Lope11−0102Anomis|TDGAB−0257ctiinae|Lope11−0286ctiinae|TDGAB−0297 ctiinae|TDGAB−2333flav Soloella|Lope11−0291 Anomis|Lope11−0552ArAr ctiinae|TDGAB−2141ctiinae|TDGAB−2345ctiinae|TDGAB−1078 Noctuidae|Lope11−0546Noctuidae|Lope11−0842Anapisa|TDGAB−0435Anapisa|Lope11−0832 ArArAr ctiinae|TDGAB−1079ctiinae|TDGAB−1279ctiinae|TDGAB−1777 Noctuidae|TDGAB−1316Noctuidae|TDGAB−0731 ArArAr ctiinae|TDGAB−2125ctiinae|TDGAB−2153ctiinae|TDGAB−2347 Noctuidae|Lope11−0145Noctuidae|TDGAB−0241 ArArAr ctiinae|Lope11−0042ctiinae|TDGAB−0180ctiinae|TDGAB−0752ctia|TDGAB−0880 Noctuidae|Lope11−0304Noctuidae|Lope11−0326Tuer ArArAr ctiinae|Lope11−0319ctiinae|TDGAB−0817ctiinae|TDGAB−0763 Tuer ArArAr ctiinae|TDGAB−0734ctiinae|TDGAB−0636ctiinae|TDGAB−0733 ArAr ArArArAr ctiinae|TDGAB−1606ctiinae|TDGAB−1697ctiinae|TDGAB−1716 hra|TDGAB−1680hra|TDGAB−1852 ArArAr ArArAr ctiinae|Lope11−0542ctiinae|TDGAB−2014 hra|TDGAB−1865hra|TDGAB−2016 ArArAr ctiinae|TDGAB−2007ctiinae|Lope11−0824 ArArAr aramelisa|TDGAB−0225ctiinae|TDGAB−0559ctiinae|TDGAB−2061ctiinae|TDGAB−2249 hra|Lope11−0002hra|Lope11−0029hra|Lope11−0030 ArAr ctiinae|TDGAB−0321ctiinae|Lope11−0333ta|TDGAB−0266ta|TDGAB−0605 ArArAr ctiinae|TDGAB−1667ctiinae|Lope11−0041ctiinae|Lope11−0310 hra|Lope11−0033hra|Lope11−0034hra|Lope11−0035 ArArAr ctiinae|TDGAB−0918ctiinae|TDGAB−1282ctiinae|TDGAB−2031 PArAr ctiinae|Lope11−0538ctiinae|TDGAB−0613 hra|Lope11−0525hra|Lope11−0527hra|TDGAB−0800 ArAr ctiinae|TDGAB−2427ctiinae|TDGAB−0739ctiinae|TDGAB−2057 ArArArAr ctiinae|Lope11−0535ctiinae|Lope11−0806 hra|TDGAB−1433hra|Lope11−0800 ArArAr ctiinae|TDGAB−0299ctiinae|TDGAB−0319 ArArRhipidar ArAr ctiinae|TDGAB−1284ctiinae|TDGAB−1564 ArArAr ArArAr ctiinae|TDGAB−0425ctiinae|TDGAB−0457ctiinae|TDGAB−0458 Balacra|TDGAB−0002Balacra|TDGAB−0008Balacra|Lope11−0008 ArAr ctiinae|TDGAB−0512ctiinae|TDGAB−2076ctiinae|TDGAB−0322 Balacra|Lope11−0038Balacra|Lope11−0037Balacra|Lope11−0801 ArAr ctiinae|TDGAB−0314ctiinae|TDGAB−0320ctiinae|TDGAB−0442 Balacra|TDGAB−2197Balacra|TDGAB−2351Balacra|TDGAB−0399 ArArAr ctiinae|TDGAB−0326ctiinae|TDGAB−2395ctiinae|TDGAB−2189 Balacra|TDGAB−1254Balacra|TDGAB−2089Balacra|TDGAB−2346Balacra|Lope11−0036 ArArAr ctiinae|Lope11−0316ctiinae|Lope11−0361ctiinae|TDGAB−0547 Balacra|Lope11−0039Balacra|Lope11−0040Balacra|Lope11−0802Balacra|TDGAB−2021 ArAr ctiinae|TDGAB−1215ctiinae|TDGAB−2213ctiinae|TDGAB−2390 BalacraBalacraBalacraBalacra pulc pulc pulcpulc ManMactiinae|TDGAB−0932ctiinae|TDGAB−1213 BalacraBalacraBalacra pulc pulcpulc ManManManctiinae|TDGAB−0305ctiinae|TDGAB−1000 BalacraBalacraBalacra pulc pulcpulc ManMan n BalacraBalacraBalacraBalacra pulc pulc pulcpulc Man ulea|Lope11−0541 BalacraBalacra|Lope11−0150Balacra|Lope11−0353utomolis|TDGAB−0523ctiinae|Lope11−0523ctiinae|TDGAB−1252ctiinae|Lope11−0354 pulc ManMan ulea|TDGAB−0086ulea|Lope11−0378ulea|Lope11−0517 Balacra|TDGAB−1607Balacra|Lope11−0804Balacra|Lope11−0805ctiinae|Lope11−0540ctiinae|TDGAB−1742ctiinae|Lope11−0005 Man ulea|TDGAB−2261ulea|TDGAB−0677 AArAr ctiinae|TDGAB−1188ctiinae|TDGAB−2034ctiinae|Lope11−0064 ManMan ulea|TDGAB−1763ulea|TDGAB−2038ulea|TDGAB−2170 ArArAr ctiinae|Lope11−0288ctiinae|Lope11−0293ctiinae|Lope11−0532 ManMa ulea|TDGAB−1498ulea|TDGAB−1728 ArArAr ctiinae|Lope11−0533ctiinae|Lope11−0537ctiinae|TDGAB−1446 ManMan ulea|TDGAB−0765ulea|TDGAB−0923ulea|TDGAB−1260 ArArAr ctiinae|TDGAB−1532ctiinae|Lope11−0807ctiinae|Lope11−0991 ManMan n ulea|TDGAB−0689ulea|TDGAB−0736ulea|TDGAB−0753 ArArAr ctiinae|TDGAB−1783ctiinae|TDGAB−0747ctiinae|TDGAB−1931 Man ulea|TDGAB−0931ulea|TDGAB−0310 ArArArAr ctiinae|TDGAB−0004ctiinae|TDGAB−0153ctiinae|TDGAB−1826 ManMan ulea|TDGAB−2201ulea|TDGAB−1673ulea|TDGAB−0276 ArArAr ctiinae|TDGAB−0795ctiinae|TDGAB−1412ctiinae|TDGAB−1848 MaMan ulea|TDGAB−1800ulea|TDGAB−2110 ArArAr ctiinae|TDGAB−1939ctiinae|TDGAB−0848ctiinae|TDGAB−0131 ManMa ulea|TDGAB−1639ulea|TDGAB−1649ulea|TDGAB−1756 ArArAr ctiinae|TDGAB−0147ctiinae|TDGAB−1371ctiinae|TDGAB−1485 Man ulea|TDGAB−0690ulea|TDGAB−0258ulea|TDGAB−1288 ArArAr ctiinae|TDGAB−1696ctiinae|TDGAB−1707ctiinae|TDGAB−1940 ManMannnnulea|TDGAB−0694ulea|TDGAB−0691 ArArAr ctiinae|TDGAB−1942ctiinae|TDGAB−1943ctiinae|TDGAB−1944 ManMa ulea|TDGAB−0809ulea|TDGAB−0775ulea|TDGAB−0743 ArArAr ctiinae|TDGAB−0005ctiinae|TDGAB−1785ctiinae|TDGAB−0149 ManMan ulea|TDGAB−0774ulea|TDGAB−1568ulea|TDGAB−1450 ArArAr ctiinae|TDGAB−0616ctiinae|TDGAB−1846ctiinae|TDGAB−1941 ManMannulea|TDGAB−1356ulea|TDGAB−1634ulea|TDGAB−0345 ArArAr ctiinae|TDGAB−0007ctiinae|TDGAB−0151ctiinae|TDGAB−1805 ArMaMan ulea|TDGAB−0740ulea|TDGAB−0791ulea|TDGAB−0922 ArArArAr ctiinae|TDGAB−1935ctiinae|TDGAB−1945 ArAr ulea|TDGAB−0873ulea|TDGAB−1377ulea|TDGAB−0693 ArAr Ar ctiinae|TDGAB−2352ctiinae|TDGAB−2409nn ulea|TDGAB−0692ulea|TDGAB−0745 ArNotodontidae|TDGAB−0906Notodontidae|TDGAB−1107hira goodii|TDGAB−1825era|TDGAB−0998era|TDGAB−0065 ArAr ctiinae|TDGAB−2332ctiinae|TDGAB−1266ctiinae|TDGAB−1500ulea|TDGAB−0264ulea|TDGAB−0424ulea|TDGAB−0342 Notodontidae|TDGAB−0921Notodontidae|TDGAB−0996Notodontidae|TDGAB−1088Notodontidae|TDGAB−0943era|TDGAB−1684era|Lope11−0346 Ar ctiinae|TDGAB−2356ctiinae|TDGAB−1611 Notodontidae|TDGAB−1083Notodontidae|TDGAB−1110Notodontidae|Lope11−0638ymantriinae|TDGAB−0919ymantriinae|TDGAB−1289ctiinae|Lope11−0814era|Lope11−0644 ArAr ctiinae|TDGAB−2171ctiinae|TDGAB−2239ctiinae|TDGAB−0327 LLPyralidae|Lope11−0639ymantriinae|TDGABb−318orata|TDGAB−1151orata|TDGAB−1253 Ar ctiinae|TDGAB−2431ctiinae|TDGAB−0440 LArLymantriinae|TDGAB−1012 ArAr ctiinae|TDGAB−2420ctiinae|TDGAB−2108ctiinae|TDGAB−0928 DasycNoctuidae|TDGAB−1961Soloe|TDGAB−0669 ArAr ctiinae|TDGAB−0324ctiinae|TDGAB−1054ctiinae|TDGAB−2426 Soloe|TDGAB−0624Soloe|TDGAB−0685Soloe|TDGAB−1787 Herminiinae|TDGAB−2065ArAr ctiinae|TDGAB−2265ctiinae|TDGAB−0270ctiinae|TDGAB−2403 Soloe|Lope11−0081Soloe|Lope11−0318Soloe|Lope11−0817Noctuidae|TDGAB−0066oma|TDGAB−0595 Lepidoptera|Lope11−0641Herminiinae|TDGAB−1312ArAr ctiinae|TDGAB−2078ctiinae|TDGAB−0972ctiinae|TDGAB−1074 Noctuidae|TDGAB−1563Noctuidae|TDGAB−1927Noctuidae|TDGAB−0110 LChiromacLepidoptera|TDGAB−1571Lepidoptera|TDGAB−1754Ar ctiinae|TDGAB−2077ctiinae|TDGAB−0449ctiinae|TDGAB−0300 Noctuidae|TDGAB−0668Noctuidae|TDGAB−1158Noctuidae|TDGAB−1330Nar ymantriinae|TDGAB−2388Caryctiinae|TDGAB−0323ctiinae|TDGAB−0325 NaromaNaroma signifsignif NaromaAnticarsiaoeda|TDGABb−321oeda signif caffra|Lope11−0715caffra|Lope11−0869irr AnticarsiaNotodontidae|TDGAB−0920Notodontidae|TDGAB−1070Notodontidae|TDGAB−1075 irr Cy atis|TDGAB−2015 OtrOtrLymantriinae|TDGAB−0330ymantriinae|TDGAB−0465ymantriinae|TDGAB−1130 Rhypopter CyCy hla|Lope11−0443 LNotodontidae|TDGAB−0283 Rhypopter CyCy ana|TDGAB−0189ana|TDGAB−0417ana|Lope11−0536 Notodontidae|TDGAB−0576Notodontidae|TDGAB−0768Notodontidae|Lope11−0590ymantriinae|TDGAB−1452ymantriinae|TDGAB−1002ymantriinae|TDGAB−1098hira|Lope11−0142hira|Lope11−0143 Rhypopter CyCy ana|TDGAB−2019ana|Lope11−0146ana|Lope11−0531 LLymantriinae|TDGAB−2135ymantriinae|Lope11−0631ymantriinae|TDGAB−1688 Rhypopter Ar CyCy ana|TDGAB−0560ana|TDGAB−2339ana|TDGAB−0981 LLymantriinae|TDGAB−0272ymantriinae|TDGAB−2013ymantriinae|TDGAB−2094 Rhypopter Noctuidae|TDGAB−0182Noctuidae|TDGAB−0387Noctuidae|TDGAB−2328Erebidae|TDGAB−0452Erebidae|TDGAB−2179CyCy ana|TDGAB−2174ana|TDGAB−2128ana|TDGAB−0517 LDasycymantriinae|TDGAB−0875ymantriinae|TDGAB−0375 ctiinae|Lope11−0803ana|Lope11−0379ana|TDGAB−0830 DasycL ymantriinae|TDGAB−0238ymantriinae|Lope11−0481ymantriinae|TDGAB−0947 StracenaRhypopterRhypopter yxvenosa|Lope11−0056yxErebidae|TDGAB−2093Erebidae|TDGAB−2275 UD003|Lope11−0811UD003|Lope11−0818ana|TDGAB−1773ana|TDGAB−1791 LLymantriinae|TDGAB−1053ymantriinae|TDGAB−0614ymantriinae|Lope11−0642 StracenaRhypopteryx UD001|Lope11−0633 UD003|Lope11−0786UD001|Lope11−0790 LLymantriinae|TDGAB−1914ymantriinae|TDGAB−0502ymantriinae|TDGAB−1177 StracenaRhypopter UD002|TDGAB−2334 LLymantriinae|TDGAB−0958ymantriinae|TDGAB−0863ymantriinae|TDGAB−1163 yx UD002|Lope11−0810UD002|Lope11−0812 LLaeliaymantriinae|TDGAB−0541ymantriinae|TDGAB−0938 UD001|TDGAB−2176 Lymantria v LLymantriinae|TDGAB−1313ymantriinae|TDGAB−1082ymantriinae|TDGAB−2067ymantriinae|TDGAB−1605 LymantriaLymantria vv Stracena|TDGAB−1768Stracena|Lope11−0349yx|TDGAB−1786yx|TDGAB−1905 LLymantriinae|TDGAB−1953ymantriinae|Lope11−0721ymantriinae|TDGAB−0154 LymantriaLLymantriinae|TDGAB−1623 v Stracena|TDGAB−2302Stracena|TDGAB−2114yx|TDGAB−0438yx|TDGAB−0499 LLymantriinae|Lope11−0147ymantriinae|Lope11−0845 LeucomaLymantriinae|TDGAB−0705ymantriinae|TDGAB−1421ymantriinae|TDGAB−1457 luteipes|Lope11−0635Leucoma|Lope11−0106Stracena|TDGAB−1141Stracena|TDGAB−2245yx|TDGAB−0331 LNotodontidae|TDGAB−1214Notodontidae|TDGAB−1038Notodontidae|TDGAB−2271 Notodontidae|TDGAB−1262Notodontidae|Lope11−0363Notodontidae|TDGAB−1590 Notodontidae|Lope11−0101Notodontidae|TDGAB−1831Notodontidae|Lope11−0357 acillans|TDGAB−1134acillans|TDGAB−1317acillans|TDGAB−1994 Notodontidae|TDGAB−1519Notodontidae|TDGAB−1451Notodontidae|TDGAB−1034 Leucoma|TDGAB−2295acillans|TDGAB−0175acillans|TDGAB−0479acillans|TDGAB−0829 Geometridae (220,540) Notodontidae|TDGAB−0861Notodontidae|TDGAB−0129Notodontidae|TDGAB−0117 Leucoma|TDGAB−2214Leucoma|TDGAB−0295 Notodontidae|TDGAB−1540Notodontidae|TDGAB−1572Notodontidae|TDGAB−1856Notodontidae|TDGAB−1857 Leucoma|TDGAB−2430Leucoma|TDGAB−0253Leucoma|TDGAB−0573 Notodontidae|TDGAB−1869Notodontidae|TDGAB−1923Notodontidae|Lope11−0103 Leucoma|TDGAB−1066Leucoma|TDGAB−1181Leucoma|TDGAB−2399 Notodontidae|Lope11−0158Notodontidae|Lope11−0303Notodontidae|Lope11−0329 Leucoma|TDGAB−0896Leucoma|TDGAB−0973 Notodontidae|Lope11−0556Notodontidae|Lope11−0559Notodontidae|Lope11−0717 Leucoma|TDGAB−2175Leucoma|TDGAB−2413Leucoma|TDGAB−0195 Notodontidae|Lope11−0085Notodontidae|TDGAB−1881Notodontidae|TDGAB−1861 Leucoma|TDGAB−0953Leucoma|TDGAB−2160Leucoma|TDGAB−0583 Notodontidae|TDGAB−1579Notodontidae|TDGAB−1520Notodontidae|TDGAB−1511 Leucoma|TDGAB−1067Leucoma|TDGAB−2340Leucoma|TDGAB−0877 Notodontidae|TDGAB−1489Notodontidae|TDGAB−1488Notodontidae|TDGAB−1513 Leucoma|TDGAB−2219Leucoma|TDGAB−0978Leucoma|TDGAB−1064 Notodontidae|TDGAB−1434Notodontidae|TDGAB−1521Notodontidae|TDGAB−1522Notodontidae|Lope11−0094 Leucoma|TDGAB−1150Leucoma|TDGAB−2292Leucoma|TDGAB−2173 Notodontidae|TDGAB−1468Notodontidae|TDGAB−0132Notodontidae|TDGAB−1562odonta|TDGAB−0377 Leucoma|TDGAB−2030Leucoma|TDGAB−2341Leucoma|TDGAB−0955 Notodontidae|Lope11−0099Notodontidae|Lope11−0183Notodontidae|Lope11−0312odonta|TDGAB−0379odonta|Lope11−0442 Dasyc Leucoma|TDGAB−1062Leucoma|TDGAB−1127 Notodontidae|Lope11−0825Notodontidae|Lope11−0839Notodontidae|TDGAB−1584Notodontidae|TDGAB−1664 Leucoma|TDGAB−0163Leucoma|TDGAB−0466Leucoma|TDGAB−1063 Notodontidae|TDGAB−1499Notodontidae|TDGAB−0082Notodontidae|Lope11−0946ymantriinae|TDGAB−1155ymantriinae|TDGAB−0453hira antica|TDGAB−2293 hirahira statheuta|TDGAB−2315statheuta|Lope11−0066Leucoma|TDGAB−1129Leucoma|TDGAB−1987Leucoma|TDGAB−0279 LLymantriinae|TDGAB−1299ymantriinae|TDGAB−0173ymantriinae|TDGAB−1031 Lymantriinae|TDGAB−2018Leucoma|TDGAB−0912Leucoma|TDGAB−1061Leucoma|TDGAB−1065 LLymantriinae|TDGAB−1637 Lymantriinae|TDGAB−2064ymantriinae|TDGAB−0350 DasycRahonaRahonaymantriinae|TDGAB−0485 macrmacr LLymantriinae|TDGAB−0245ymantriinae|TDGAB−0217ymantriinae|TDGAB−0184 LLymantriinae|TDGAB−2260ymantriinae|TDGAB−1008ymantriinae|TDGAB−1335hirahira|Lope11−0636 delicata|Lope11−0120 LLymantriinae|TDGAB−0420ymantriinae|TDGAB−0281 LLymantriinae|TDGAB−1889ymantriinae|TDGAB−2228ymantriinae|TDGAB−0463 Lymantriinae|TDGAB−0291ymantriinae|TDGAB−0514ymantriinae|TDGAB−0432 LDasycymantriinae|TDGAB−2042dara africana|TDGAB−1875africana|Lope11−0166 LLymantriinae|TDGAB−0561ymantriinae|TDGAB−0240ymantriinae|TDGAB−0251 DasycLymantriinae|TDGAB−0400ymantriinae|TDGAB−0489ymantriinae|TDGABb−340daradara africana|Lope11−0169africana|Lope11−0782africana|TDGAB−1436 LLymantriinae|TDGAB−0204ymantriinae|TDGAB−0426 LLymantriinae|TDGAB−0946ymantriinae|TDGAB−0826ymantriinae|TDGAB−1910dara africana|Lope11−0098africana|Lope11−0847 Lymantriinae|TDGAB−0448ymantriinae|TDGAB−0556ymantriinae|TDGAB−0218 LNeomaroctis|TDGAB−0759 LLymantriinae|TDGAB−0215ymantriinae|TDGAB−0242ymantriinae|TDGAB−0219 Neomaroctis|TDGAB−0801octis|TDGAB−1840octis|TDGAB−1949 Lymantriinae|TDGAB−0177ymantriinae|TDGAB−0216 NeomarEupr octis|TDGAB−1631octis|Lope11−0369octis UD006|Lope11−0148 Ar EuprEupr octisoctis|TDGAB−1793octis|TDGAB−1868 UD003|Lope11−0792 Ar ctiinae|Lope11−0809 EuprEupr octisoctis|TDGAB−0966octis|TDGAB−1970 UD002|Lope11−0171 Arctiinae|TDGAB−1774ctiinae|TDGAB−0659ctiinae|TDGAB−0102 Eupr octisoctis|TDGAB−0362octis|TDGAB−1004 UD008|Lope11−0821 Arctiinae|TDGAB−0606ctiinae|TDGAB−1348ctiinae|TDGAB−2220 Eupr octis|TDGAB−1234octisoctis|TDGAB−1222hira|Lope11−0180 UD001|Lope11−0124 Arctiinae|TDGAB−0916ctiinae|TDGAB−2052ctiinae|TDGAB−0312 Eupr octis|Lope11−0154hira|TDGAB−0152hira|TDGAB−1527hira|Lope11−0910 Arctiinae|TDGAB−2424ctiinae|TDGAB−2433ctiinae|TDGAB−1072 EuprDasyc hira|TDGAB−0490hira|TDGAB−0530hira UD001|Lope11−0558 Arctiinae|TDGAB−0316ctiinae|TDGAB−1547ctiinae|TDGAB−2391 Dasyc hira UD001|Lope11−0928 Arctiinae|TDGAB−2058ctiinae|TDGAB−1978ctiinae|TDGAB−1439 Lymantriinae (164,346) Dasycymantriinae|TDGAB−0372 Arctiinae|TDGAB−2263ctiinae|TDGAB−1627ctiinae|TDGAB−2367 DasycLymantriinae|TDGAB−0348ymantriinae|TDGAB−0886ymantriinae|TDGAB−1182 Arctiinae|TDGAB−1546ctiinae|TDGAB−0783 Lymantriinae|TDGAB−1195ymantriinae|TDGABb−365ymantriinae|TDGAB−0371 Arctiinae|TDGAB−2259ctiinae|TDGAB−1762ctiinae|TDGAB−0317 Lymantriinae|TDGABb−366ymantriinae|TDGAB−0847ymantriinae|Lope11−0046 Arctiinae|TDGAB−1416ctiinae|TDGAB−1567ctiinae|TDGAB−1218 Lymantriinae|Lope11−0331ymantriinae|TDGAB−0450ymantriinae|TDGAB−1256 Arctiinae|TDGAB−1357ctiinae|TDGAB−0306ctiinae|TDGAB−0664 LLymantriinae|TDGAB−1269ymantriinae|TDGAB−0494ymantriinae|TDGAB−0508 Arctiinae|TDGAB−1801ctiinae|TDGAB−2262 Lymantriinae|TDGAB−0527ymantriinae|TDGAB−2083ymantriinae|TDGAB−0874 Arctiinae|TDGAB−2325ctiinae|TDGAB−2378ctiinae|TDGAB−2411 Lymantriinae|TDGAB−0818ymantriinae|TDGAB−0842ymantriinae|TDGAB−1541 Arctiinae|TDGAB−2055ctiinae|TDGAB−2095ctiinae|TDGAB−2203 Lymantriinae|TDGAB−1591ymantriinae|TDGAB−1909ymantriinae|TDGAB−1238yria|TDGAB−0356 Arctiinae|TDGAB−2075ctiinae|TDGAB−2274ctiinae|TDGAB−2371 Lymantriinae|TDGAB−0951ymantriinae|TDGAB−1187ymantriinae|TDGAB−2140yria|TDGAB−1445yria|TDGAB−1701yria|TDGAB−0525 Arctiinae|TDGAB−0500ctiinae|TDGAB−0318ctiinae|TDGAB−0784 Lymantriinae|TDGAB−2082ymantriinae|TDGAB−1015ymantriinae|TDGAB−2161yria|TDGAB−1993yria ila|TDGAB−0358ila|TDGAB−1169 Arctiinae|TDGAB−2370ctiinae|TDGAB−2434ctiinae|Lope11−0516 LGriveaud yriayria|TDGAB−0359 ila|Lope11−0160ila|Lope11−0627 Arctiinae|TDGAB−1232ctiinae|TDGAB−1217 Griveaud yria|TDGAB−0813yria|TDGAB−0451yria|TDGAB−0341 Arctiinae|TDGAB−2366ctiinae|TDGAB−2381ctiinae|TDGAB−2309 Griveaud yria|TDGAB−1294yria|TDGAB−2118yria|TDGAB−2330 AmphipArctiinae|TDGAB−1085ctiinae|TDGAB−0456ctiinae|TDGAB−2365 Griveaud yria|TDGAB−2343yria|TDGAB−0248yria|TDGAB−1084 Noctuidae|Lope11−0487Noctuidae|TDGAB−2273Arctiinae|TDGAB−0742ctiinae|TDGAB−1219 Griveaud yria|TDGAB−1290yria|TDGAB−2158yria cangia|TDGAB−0936 Noctuidae|TDGAB−0672Noctuidae|TDGAB−1529Noctuidae|Lope11−0343yrinae|TDGAB−0207 Griveaud yria cangia|TDGAB−0355cangia|TDGAB−0513cangia|TDGAB−0539 Noctuidae|TDGAB−1599Noctuidae|Lope11−0367Noctuidae|Lope11−0480 Griveaud yria cangia|TDGAB−0881cangia|TDGAB−1382cangia|TDGAB−1392 Noctuidae|TDGAB−0446Noctuidae|TDGAB−2236 Noctuidae (224,397) Griveaud yria cangia|TDGAB−1393cangia|TDGAB−1759cangia|TDGAB−1883 Lepidoptera|TDGAB−0867ParNoctuidae|TDGAB−0209 Griveaud yria cangia|Lope11−0105cangia|Lope11−0620cangia|Lope11−0621 Noctuidae|TDGAB−0894Noctuidae|Lope11−0052Noctuidae|Lope11−0918dasena|TDGAB−0112 Griveaud yria cangia|Lope11−0630cangia|Lope11−0719 Noctuidae|TDGAB−0235Noctuidae|TDGAB−1046Noctuidae|TDGAB−2396 Griveaud Noctuidae|TDGAB−2237Noctuidae|TDGAB−2389Noctuidae|TDGAB−0591 GriveaudLymantriinae|TDGAB−0858ymantriinae|Lope11−0994 Noctuidae|TDGAB−0249Noctuidae|TDGAB−2152Noctuidae|TDGAB−2231 LNoctuidae|TDGAB−0411JanaNoctuidae|TDGAB−0262 gracilis|TDGABb−328 Epiphora rectifascia|TDGABb−274Noctuidae|TDGAB−2289Noctuidae|TDGAB−0544Noctuidae|TDGAB−0395 Noctuidae|TDGAB−1675Noctuidae|TDGAB−0580Noctuidae|TDGAB−1873 EpiphoraEpiphoraNotodontidae|TDGAB−1295Ar ploetzi|TDGABb−284ctiinae|TDGAB−1327albida|TDGABb−261 Notodontidae|Lope11−0785Notodontidae|TDGAB−1023Lasiocampidae|TDGAB−1179teri|TDGAB−1585teri|TDGAB−1657 Notodontidae|TDGAB−1267 Lasiocampidae|TDGAB−0105Lasiocampidae|TDGAB−1206Lasiocampidae|TDGAB−1659teri|TDGAB−0472teri|TDGAB−1139teri|TDGAB−1915 Geometridae|TDGAB−2066Lepidoptera|TDGAB−2054Crambidae|TDGAB−1814 Lasiocampidae|TDGAB−1662Lasiocampidae|TDGAB−1771Lasiocampidae|Lope11−0152 Orthogonioptilum|Lope11−0435thogonioptilum|Lope11−0897Lymantriinae|TDGAB−0929ymantriinae|TDGAB−1197 Epanaphe car OrOrthogonioptilum|TDGABb−0195thogonioptilum|Lope11−0893thogonioptilum|Lope11−0433 EpanapheEpanaphe|TDGAB−1820Epanaphe|TDGAB−1823 car Orthogonioptilum|Lope11−0429thogonioptilum|Lope11−0432thogonioptilum|Lope11−0434 Epanaphe|TDGAB−1926Epanaphe|TDGAB−1111Epanaphe|TDGAB−0714 OrOrthogonioptilum|TDGABb−228thogonioptilum|Lope11−0425thogonioptilum|Lope11−0426 Epanaphe|TDGAB−1795Epanaphe|TDGAB−0054Epanaphe|TDGAB−1986 Orthogonioptilum|TDGABb−0193thogonioptilum|TDGABb−0201thogonioptilum|TDGABb−0203 Epanaphe|TDGAB−1996Epanaphe|TDGAB−1236Epanaphe|TDGAB−2119Epanaphe|TDGAB−2296 Orthogonioptilum|TDGABb−0198thogonioptilum|TDGABb−0200thogonioptilum|TDGABb−0194 Epanaphe|TDGAB−2415ArTimana|TDGAB−0161ctiinae|Lope11−0315 Orthogonioptilum|TDGABb−0205thogonioptilum|TDGABb−0204thogonioptilum|TDGABb−0199 Timana|TDGAB−0833Geometridae|TDGAB−2185Geometridae|TDGAB−0658ylla|TDGABb−388 Orthogonioptilum|TDGABb−217thogonioptilum|TDGABb−216 Geometridae|TDGAB−2267Geometridae|TDGAB−0210Geometridae|TDGAB−1466Geometridae|Lope11−0321gus|TDGABb−390gus|TDGABb−391gus|TDGABb−392 Orthogonioptilum|TDGABb−225thogonioptilum|TDGABb−221thogonioptilum|TDGABb−220 Geometridae|Lope11−0489Noctuidae|TDGAB−2073Eudaemonia troglophgus|TDGABb−393gus|TDGABb−394 Orthogonioptilum|Lope11−0892thogonioptilum|Lope11−0430 Draft Eudaemonia aarrgiphontes|TDGABb−395giphontes|TDGABb−389giphontes|TDGABb−396 Orthogonioptilum|Lope11−0884thogonioptilum|Lope11−0885thogonioptilum|Lope11−0887 Eudaemonia argiphontes|TDGABb−397giphontes|TDGABb−398 Orthogonioptilum|Lope11−0436thogonioptilum|Lope11− Eudaemonia ar Orthogonioptilum|Lope11−0682thogonioptilum|Lope11−0683thogonioptilum|Lope11−0684 EudaemoniaAurivillius aratus|TDGABb−275aratus|TDGABb−276 ar era|TDGABb−317 Orthogonioptilum|Lope11−0882thogonioptilum|Lope11−0883thogonioptilum|Lope11−06810437 ADasycurivilliushira|Lope11−0133 triramis|TDGABb−277triramis|TDGABb−278 Orthogonioptilum|TDGABb−224thogonioptilum|Lope11−0685thogonioptilum|Lope11−0881 PselapheliaPseudantheraea gemmif discrepans|TDGABb−0187discrepans|TDGABb−0186 OrOrthogonioptilum|TDGABb−0197thogonioptilum|TDGABb−223thogonioptilum|TDGABb−215 Pseudantheraeaunaea alinda|TDGABb−286tyrrhena|TDGABb−285 discrepans|TDGABb−0184leopatra|TDGABb−287discrepans|TDGABb−0188discrepans|TDGABb−0185 OrthogonioptilumOrOrthogonioptilum|TDGABb−0196thogonioptilum|TDGABb−226 luminosum|Lope11−0875 PseudantheraeaPseudob discrepans|TDGABb−0189 OrthogonioptilumthogonioptilumOrthogonioptilum|TDGABb−218thogonioptilum|TDGABb−222 luminosum|TDGABb−230luminosum|Lope11−0431 PseudobunaeaAthletes albicans|TDGABb−0182albicans|TDGABb−0180albicans|TDGABb−0181 c OrOrthogonioptilumthogonioptilum luminosum|TDGABb−231luminosum|TDGABb−229 violascens|Lope11−0878 AthletesLobobunaea albicans|TDGABb−0183albicans|TDGABb−301 acetes|TDGABb−288acetes|TDGABb−289acetes|TDGABb−290 OrOrthogonioptilumthogonioptilum vestigiatum|TDGABb−262vestigiatum|TDGABb−264 violascens|TDGABb−219 Lobobunaea phaedusa|TDGABb−311phaedusa|TDGABb−308phaedusa|TDGABb−309 Orthogonioptilum vestigiatum|TDGABb−263 Lobobunaea phaedusa|TDGABb−310phaedusa|Lope11−0428acuta|TDGABb−307otes|TDGABb−304otes|TDGABb−305 CarnegiaCarnegia mirabilis|TDGABb−0206 mirabilis|TDGABb−212mirabilis|TDGABb−213 LobobLobobunaea erythrotes|TDGABb−306otes|TDGABb−302otes|TDGABb−303 Micr Carnegia mirabilis|TDGABb−211mirabilis|TDGABb−209 Lobobunaeaunaea erythrgoodii|Lope11−0680 Micragoneagone neonubifneonubifneonubifera|Lope11−0886 LobobunaeaLobobNudaureliaunaea jamesoni|TDGABb−300 erythrgoodii|Lope11−0879lis|TDGABb−279lis|TDGABb−280 MicragoneMicragone neonubifera|TDGABb−247era|TDGABb−249era|Lope11−0686 Nudaurelia eblis|TDGABb−281lis|TDGABb−282lis|TDGABb−283 MicragoneMicragone neonubif agath era|TDGABb−245era|TDGABb−246era|TDGABb−248 Arctiinae (113,404) NudaureliaImbrasia er tli|TDGABb−254tli|TDGABb−255tli|TDGABb−257eb MicragoneMicragone agathylla|TDGABb−0192ylla|TDGABb−227era|TDGABb−244 Imbrasia erlongicaudata|TDGABb−387epimethea|TDGABb−299 MicrMicragoneagone lichenodes|TDGABb−243ylla|TDGABb−0190ylla|TDGABb−0191 Imbrasia epimethea|TDGABb−259epimethea|TDGABb−260epimethea|TDGABb−258 MicrMicragoneDogoiaagone mgablichenodes|TDGABb−242henodes|TDGAB−1751henodes|TDGAB−2429 sp. 1|TDGABb−253 ImbrasiaNudaurelia epimethea|TDGABb−256epimethea|Lope11−0679 bouvieri|TDGABb−271 Dogoia mgab sp. 1|TDGABb−2511|TDGABb−2501|TDGABb−252 NudaureliaBunaea alcinoe|Lope11−0678 bouvieri|TDGABb−272bouvieri|TDGABb−273 Dogoia obscuripennis|TDGABb−232obscuripennis|TDGABb−233 BunaeaNudaurelia alcinoe|TDGABb−291alcinoe|Lope11−0867alcinoe|TDGABb−292 amathusia|TDGABb−268 Goodia falcata|TDGABb−240falcata|TDGABb−239falcata|TDGABb−241 Nudaurelia amathusia|TDGABb−267amathusia|TDGABb−269anthinoides|TDGABb−270 GoodiaStenoglene|Lope11−0126 falcata|TDGABb−237falcata|TDGABb−238 Nudaurelia dione|TDGABb−293dione|TDGABb−295dione|TDGABb−294 StenogleneStenogleneStenoglene|Lope11−0125 MGABsp3|TDGABb−315 fouassini|TDGAB−0891 Nudaurelia dione|TDGABb−296dione|TDGABb−298dione|TDGABb−297 Stenoglene maculifera|TDGABb−364era|TDGABb−336era|TDGABb−362 LecNotodontidae|TDGAB−2024Nudaureliahriolepis|TDGAB−0506 dione|Lope11−0980 StenogleneEpijana bimaculatus|TDGABb−363 lanosa|TDGABb−319 Lechriolepis|TDGAB−0336hriolepis|TDGAB−0536hriolepis|TDGAB−0504 Acrojana MGABsp1|TDGABb−346MGABsp1|TDGABb−343Noctuidae|Lope11−0093 Antheua|TDGAB−0839Phalerinae|TDGAB−0036Lechriolepis|TDGABb−380hriolepis|TDGABb−379 HolocerinaAcrojana MGABsp2|TDGABb−324 angulata|TDGABb−236angulata|TDGABb−235 Antheua|TDGAB−1890Antheua|TDGAB−1866Antheua|TDGAB−1162 HolocerinaDactyloceras angulata|TDGABb−234 lucina|TDGABb−386lucina|TDGABb−383 Antheua|TDGAB−1683Antheua|TDGAB−0822Antheua|TDGAB−1741 Dactyloceras lucina|TDGABb−384lucina|TDGABb−385yi|TDGAB−1656 Notodontidae|TDGAB−0354Antheua|Lope11−0854Antheua|TDGAB−0890Antheua|Lope11−0520 CephonodesMicragone hylas virescens|Lope11−1002 joice Notodontidae|TDGAB−1483Notodontidae|TDGAB−0915Notodontidae|TDGAB−0280 Lophostethus dumolinii congoicum|TDGABb−003congoicum|TDGABb−001congoicum|TDGABb−002Noctuidae|Lope11−0159Noctuidae|Lope11−0068 Notodontidae|TDGAB−0908Notodontidae|TDGAB−0897Notodontidae|TDGAB−0589Notodontidae|TDGAB−1492 Noctuidae|Lope11−0058Dasychira|TDGAB−0221hira|Lope11−0850 Notodontidae|TDGAB−0904Notodontidae|Lope11−0069Notodontidae|TDGAB−0910 Lymantriinae|TDGAB−1902ymantriinae|TDGAB−1761ymantriinae|Lope11−0652 Notodontidae|TDGAB−0857Notodontidae|TDGAB−1156Notodontidae|Lope11−0797 Lymantriinae|TDGAB−0529ymantriinae|Lope11−0632ymantriinae|Lope11−0619 Notodontidae|TDGAB−1225Notodontidae|TDGAB−1191Notodontidae|TDGAB−0187Notodontidae|TDGAB−2048 Lymantriinae|TDGAB−1185ymantriinae|TDGAB−2211ymantriinae|TDGAB−0579 Notodontidae|TDGAB−0865Notodontidae|TDGAB−0934Notodontidae|TDGAB−2097 TemnoraLymantriinae|TDGAB−0884 scitula|Lope11−0995 Notodontidae|TDGAB−2286Notodontidae|TDGAB−0968Notodontidae|TDGAB−0394 Temnora scitula|Lope11−0909scitula|Lope11−0674scitula|Lope11−0675 Notodontidae|TDGAB−0533Notodontidae|TDGAB−1196Notodontidae|TDGAB−2308 TemnoraTemnora scitula|TDGABb−0136 scitula|Lope11−0424scitula|Lope11−0079 Notodontidae|Lope11−0798Notodontidae|TDGAB−2033Notodontidae|Lope11−0048Notodontidae|TDGAB−0840 Temnora scitula|Lope11−0921scitula|Lope11−0905 Notodontidae|TDGAB−0553Notodontidae|TDGABb−345Notodontidae|TDGAB−0850 Temnora scitula|Lope11−0700scitula|Lope11−0694scitula|Lope11−0676 Notodontidae|TDGAB−1370Notodontidae|Lope11−0877Notodontidae|Lope11−0011 TemnoraTemnora scitula|TDGABb−0138scitula|TDGABb−0139 scitula|Lope11−0423 Notodontidae|TDGAB−0524Notodontidae|TDGAB−0364Notodontidae|TDGAB−1666 TemnoraTemnora scitula|TDGABb−0132 scitula|Lope11−0697scitula|Lope11−0673 Notodontidae|Lope11−0123Notodontidae|TDGAB−1199Notodontidae|TDGAB−0838Notodontidae|TDGAB−0538 Temnora scitula|TDGABb−0135scitula|TDGABb−0134scitula|TDGABb−0133 Others (40,72) Notodontidae|TDGAB−0083Notodontidae|TDGAB−1506Notodontidae|TDGAB−1005 T Temnoraygoides|Lope11−0926 livida|TDGABb−033livida|TDGABb−032livida|Lope11−0709 Notodontidae|Lope11−0589Notodontidae|TDGAB−1210Notodontidae|Lope11−0490 Temnoraygoides|Lope11−0925 livida|TDGABb−031 ArErebinae|Lope11−0777ctiinae|Lope11−0819ctiinae|TDGAB−1221 TemnoraTemnora iap griseata|TDGABb−089griseata|Lope11−0902 Notodontidae|TDGAB−0273Notodontidae|TDGAB−1122Notodontidae|TDGAB−1091Notodontidae|TDGAB−1136 TTemnoraemnora griseata|TDGABb−0179 funebris|TDGABb−105funebris|Lope11−0418 Notodontidae|TDGAB−1035Notodontidae|TDGAB−1167Notodontidae|TDGAB−1147 Temnoraounensis|TDGABb−0131 funebris|TDGABb−104funebris|TDGABb−103funebris|Lope11−0411 Notodontidae|TDGAB−1332Notodontidae|TDGAB−1094Notodontidae|TDGAB−1171 TTemnora fumosa|TDGABb−096fumosa|TDGABb−094ulata|Lope11−0054 Notodontidae|Lope11−0077Notodontidae|TDGAB−1193Notodontidae|TDGAB−2134Notodontidae|TDGAB−1042 TemnoraTT emnoraTcameremnora spiritus|TDGABb−0148 eranga|TDGABb−0150ulata|TDGABb−111ulata|TDGABb−110 Notodontidae|TDGAB−0574Notodontidae|TDGAB−0286Notodontidae|TDGAB−0107 Temnora crenulata|TDGABb−109ulata|TDGABb−108ulata|TDGABb−106 Notodontidae|TDGAB−1472Notodontidae|Lope11−0163Notodontidae|Lope11−0161 AtemnoraTemnora westermannii|TDGABb−090 crenulata|TDGABb−107 Notodontidae|Lope11−0104Notodontidae|TDGAB−0091Notodontidae|TDGAB−1658 Temnoraon cren megaera|Lope11−0967megaera|Lope11−0864 Notodontidae|TDGAB−1020Notodontidae|TDGAB−0344Notodontidae|TDGAB−1003 Euchlorhloron megaera|Lope11−0385megaera|Lope11−0383megaera|Lope11−0381 Notodontidae|TDGAB−1153Notodontidae|TDGAB−1036Notodontidae|TDGAB−1024Notodontidae|TDGAB−1164 EucEuchloronon megaera|TDGABb−0166megaera|TDGABb−0165 megaera|TDGABb−013 Notodontidae|TDGAB−1896Notodontidae|TDGAB−0870Notodontidae|TDGAB−1320 EuchlorEuchlorhloronon megaera|TDGABb−0164 megaera|TDGABb−014megaera|TDGABb−015di|TDGABb−063di|TDGABb−061 Notodontidae|TDGAB−2086Notodontidae|TDGAB−1748Notodontidae|TDGAB−0836 EuchlorEucEuchlor on megaera|Lope11−0865megaera|Lope11−0688tha|Lope11−0413tha|Lope11−0396di|TDGABb−062 Notodontidae|TDGAB−1435Notodontidae|Lope11−0596Notodontidae|TDGAB−2071 EuchlorEuchlorEuchlor tha|TDGABb−073tha|TDGABb−054tha|Lope11−0394 Notodontidae|TDGAB−0363Notodontidae|TDGAB−0136Notodontidae|TDGAB−1007Notodontidae|Lope11−0170 CentroctenaoctenaTheretra rutherforruther jugurfortha|TDGABb−053tha|TDGABb−074tha|TDGABb−052 Notodontidae|TDGAB−2327Notodontidae|TDGAB−2028Notodontidae|TDGAB−1384 Centr Theretra jugur Cossidae (11,19) Notodontidae|TDGAB−0357Notodontidae|Lope11−0935Notodontidae|TDGAB−1028Notodontidae|TDGAB−0333 Theretra jugurosae|Lope11−0856 Notodontidae (104,272) Notodontidae|TDGAB−1720Notodontidae|TDGAB−1303Notodontidae|TDGAB−0937 TheretraNephele jugurfunebris|TDGABb−060funebris|Lope11−0894osae|TDGABb−043osae|Lope11−0414osae|Lope11−0405 Notodontidae|TDGAB−0526Notodontidae|TDGAB−0771Notodontidae|TDGAB−2040Notodontidae|TDGAB−0462 NepheleNepheleNephele funebris|TDGABb−0154 funebris|TDGABb−056 rosae|TDGABb−044osae|TDGABb−045 Notodontidae|TDGAB−0389Notodontidae|TDGAB−0582Notodontidae|TDGAB−0989 NepheleNephele funebris|TDGABb−0153 osae|TDGABb−0159osae|TDGABb−0160r era|Lope11−0714era|Lope11−0402 Notodontidae|TDGAB−2146Notodontidae|TDGAB−0592Notodontidae|TDGAB−0403 Nephele r era|TDGABb−051era|TDGABb−050 Notodontidae|TDGAB−1307Notodontidae|TDGAB−1095Notodontidae|TDGAB−2282 Nephele r Notodontidae|TDGAB−0954Notodontidae|TDGAB−0501Notodontidae|TDGAB−0969Notodontidae|TDGAB−2422 Nephele accentif Eupterotidae (15,40) Notodontidae|TDGAB−0269Notodontidae|TDGAB−0827Notodontidae|TDGAB−2130 NepheleNephele accentif maculosa|Lope11−0701 Notodontidae|TDGAB−1811Notodontidae|TDGAB−1058Notodontidae|TDGAB−0976 Nephele maculosa|Lope11−0692maculosa|Lope11−0690maculosa|Lope11−0412alens|Lope11−0422 Notodontidae|TDGAB−1102Notodontidae|TDGAB−1172Notodontidae|TDGAB−1174 Nephele maculosa|Lope11−0407maculosa|Lope11−0393alens|TDGABb−0174alens|TDGABb−022alens|Lope11−0403 Notodontidae|TDGAB−0488Notodontidae|TDGAB−0803Notodontidae|TDGAB−1033 Nephele maculosa|TDGABb−085maculosa|TDGABb−084maculosa|TDGABb−057alens|TDGABb−023alens|TDGABb−024tita|Lope11−0406tita|Lope11−0399 Notodontidae|TDGAB−0254Notodontidae|TDGAB−0239Notodontidae|TDGAB−0284Notodontidae|TDGAB−0334 NepheleNephele maculosa|TDGABb−0161 maculosa|TDGABb−055 Notodontidae|TDGAB−1928Notodontidae|TDGAB−1999Notodontidae|TDGAB−1918 Nephele aequivaequiv Notodontidae|TDGAB−0994Notodontidae|TDGAB−0995Notodontidae|Lope11−0557Notodontidae|Lope11−0182 NepheleNepheleNepheleNephele aequiv aequivaequi bipar comma|Lope11−0395v Notodontidae|Lope11−0045Notodontidae|TDGAB−1050Notodontidae|TDGAB−0888 HippotionBasiothia celerio|Lope11−0895medea|Lope11−0703 Limacodidae (30,59) Notodontidae|Lope11−0622Notodontidae|TDGAB−2306Notodontidae|TDGAB−1021Notodontidae|TDGAB−0213 BasiothiaHippotion medea|TDGABb−0144medea|TDGABb−0145 gracilis|Lope11−0862 Notodontidae|TDGAB−0971Notodontidae|Lope11−0931Notodontidae|TDGAB−1794Notodontidae|TDGAB−2162 HippotionHippotion gracilis|Lope11−0401gracilis|Lope11−0691 eson|Lope11−0702eson|Lope11−0693eson|Lope11−0400 Notodontidae|TDGAB−1300Notodontidae|TDGAB−1981Notodontidae|TDGAB−1608 HippotionHippotion eson|TDGABb−028eson|TDGABb−029eson|Lope11−0699 ParajanaLimacodidae|TDGAB−1760Limacodidae|TDGAB−1676Notodontidae|Lope11−0944 gab Hippotion eson|Lope11−0696eson|Lope11−0388eson|Lope11−0689 Tor HippotionDaphnis osiris|TDGABb−016 nerii|Lope11−0857opos|Lope11−0968 Limacodidae|Lope11−0444Tortricidae|TDGAB−0307tricidae|TDGAB−2270tricidae|TDGAB−2072 TheretraDaphnis orpheus|TDGABb−113opos|TDGABb−0147 nerii|TDGABb−011nerii|Lope11−0698 Notodontidae|TDGAB−1405Notodontidae|TDGAB−0138Notodontidae|TDGAB−1917Notodontidae|TDGAB−0837tricidae|TDGAB−2375tricidae|TDGAB−2241 HippotionDaphnisDaphnisDaphnis balsaminae|TDGABb−018 nerii|TDGABb−0155 nerii|TDGABb−010nerii|Lope11−0404 LNotodontidae|TDGAB−2026unica|Lope11−0978 Daphnisontia atrhholzi|TDGABb−093hholzi|TDGABb−092hholzi|TDGABb−091 nerii|TDGABb−012 Lepidoptera|TDGAB−1465Lepidoptera|TDGAB−0704Lymantriinae|Lope11−0833ymantriinae|Lope11−0076ymantriinae|Lope11−0073 olvuli|Lope11−0671olvuli|Lope11−0670olvuli|Lope11−0398 Tineidae|TDGAB−1974Tineidae|TDGAB−1573Geometridae|Lope11−0553 AcherontiaAcher atr olvuli|TDGABb−0118olvuli|Lope11−0669 PsyPsyc CoeloniaCoeloniaPoliana fulvinotata|TDGABb−0168 fulvinotata|TDGABb−046fulvinotata|TDGABb−047 buc olvuli|TDGABb−0119olvuli|TDGABb−0120 Psyc hidae|Lope11−0317 PolianaAgrius convbuc Saturniidae (43,177) Cossidae|TDGAB−1973Cossidae|TDGAB−0460Psycchidae|Lope11−0189hidae|TDGAB−1808hidae|Lope11−0640 Agriusthographus|Lope11−0896 conv Zygaenidae|TDGAB−2380Lepidoptera|TDGAB−1813Eriocottidae|TDGAB−1958Eriocottidae|TDGAB−1954hidae|Lope11−0927hidae|TDGAB−1592hidae|Lope11−0625 AgriusAgrius thographus|TDGABb−0173thographus|TDGABb−0170convthographus|TDGABb−039 conv Limacodidae|TDGAB−1843Limacodidae|TDGAB−1779Limacodidae|TDGAB−1071 chusAgrius orthographus|TDGABb−0172 convthographus|TDGABb−038thographus|Lope11−0704dii|TDGABb−0130dii|TDGABb−0129teri|Lope11−0866teri|Lope11−0707 Limacodidae|TDGAB−1406Limacodidae|TDGAB−0135Limacodidae|TDGAB−0993 hus or thographus|TDGABb−0171thographus|TDGABb−037teri|TDGABb−065teri|TDGABb−064teri|TDGABb−066 Limacodidae|Lope11−0582Limacodidae|Lope11−0355Limacodidae|TDGAB−2157Limacodidae|TDGAB−2023 ypty hus thihongae|TDGABb−0143cula|Lope11−0710cula|TDGAB−1824 Lasiocampidae (101,242) PLimacodidae|TDGAB−0821Limacodidae|TDGAB−0725 Pol chushus husor thihongae|TDGABb−0142thihongae|TDGABb−0141 bernar cula|Lope11−0397cula|Lope11−0706cula|Lope11−0420 PLimacodidae|TDGAB−2350Limacodidae|TDGAB−2349arasa|TDGAB−0760 PolyptycPolyptychusPolyptychus or or cula|Lope11−0416cula|Lope11−0391 PParasa|TDGAB−2414arasa|TDGAB−0819 PolyptychusPolyptychusPolyptychusPolyptycypty or oror PParasa|TDGAB−0391arasa|TDGAB−0277arasa|TDGAB−0194 PolyptychusPolPolyptycPolyptycPolyptychus or car PParasa|TDGAB−2149arasa|TDGAB−2022arasa|TDGAB−0887 PolyptychusPolyptychus bernar car uloti|Lope11−0880uloti|Lope11−0409ga|Lope11−0668ga|TDGABb−069ga|Lope11−0384 Limacodidae|TDGAB−0816Limacodidae|TDGAB−0770Parasa|TDGAB−2419arasa|TDGAB−2358arasa|TDGAB−2326 hushushus hollandi|Lope11−0389trisecta|TDGABb−080 trisecta|TDGABb−079andosa|Lope11−0427ga|TDGABb−068ga|TDGABb−067us|Lope11−0712 PLimacodidae|TDGABb−367Limacodidae|TDGAB−2428Limacodidae|TDGAB−2006 Polyptychus huspauper andosa|TDGABb−0152andosa|TDGABb−0151nus|Lope11−0711us|Lope11−0419us|Lope11−0415 PParasa|TDGAB−2122arasa|TDGAB−1632arasa|TDGAB−0329 Polyptychus pauper uri us|Lope11−0386 Crambidae (52,109) PParasa|TDGAB−2324arasa|TDGAB−0454arasa|TDGAB−2101 PolyptychusPolyptychusPolyptycPolyptyc pauperpauper us|TDGABb−0122us|TDGABb−0121us|TDGABb−0124 Limacodinae|TDGAB−1258Parasa|Lope11−0320arasa|TDGAB−1920arasa|TDGAB−1904 PolyptycPolyptyc nus|TDGABb−0123 Limacodinae|TDGAB−1752Limacodinae|TDGAB−2154Limacodinae|TDGAB−2222Limacodinae|TDGAB−1278 PolyptychusPolyptyc chus herb murinuri Limacodidae|TDGAB−2163Limacodidae|TDGAB−0712Limacodinae|Lope11−0585Limacodinae|Lope11−0295 Polyptychus nigripla osea|Lope11−0705 Limacodidae|TDGAB−1979Limacodidae|TDGAB−1614Limacodidae|TDGAB−1512 PolyptychusPolyptychusypty husnigripla m spurrelli|Lope11−0708osea|Lope11−0666osea|Lope11−0382osea|Lope11−0410 Limacodidae|TDGAB−1220Limacodidae|Lope11−0370Limacodidae|Lope11−0362 PolyptychusPolPolyptychushus nigripla spurrelli|TDGABb−0117murinspurrelli|TDGABb−0116 Cossidae|TDGABb−316Limacodidae|TDGAB−1879Limacodidae|TDGAB−1700Psyc Polyptychushushushus spurrelli|TDGABb−0115murinspurrelli|TDGABb−0114 spurrelli|Lope11−0417 Cossidae|TDGAB−2323Cossidae|TDGAB−1351Cossidae|TDGAB−0939 PolyptychusPolyptychus murinmurin Cossidae|Lope11−0993Cossidae|Lope11−0949Cossidae|Lope11−0855Cossidae|Lope11−0313hidae|Lope11−0578 PolyptychusRufoclanis m r Drepanidae|TDGABb−320Drepanidae|TDGAB−2098Lepidoptera|TDGAB−1922 NeopolyptycRufoclanislanislanis virescens|TDGABb−0157 virescens|TDGABb−077 r eldti|TDGABb−009eldti|TDGABb−008eldti|TDGABb−007 Erebinae (72,193) Sphingidae (66,267) Drepanidae|TDGAB−0505Drepanidae|Lope11−0075Drepanidae|TDGAB−2320Drepanidae|TDGAB−0844 NeopolyptycNeopolyptyclanislanislanislanis virescens|TDGABb−0156 virescens|TDGABb−075virescens|TDGABb−076 admatha|TDGABb−071 OpisthodontiaOpisthodontia superba|Lope11−0185superba|Lope11−0184superba|TDGAB−1418 NeopolyptycNeopolyptyclanislanis occidentalis|TDGABb−072 admatha|TDGABb−070 Lecithoceridae|Lope11−0336Lecithoceridae|TDGAB−1570Drepanidae|TDGAB−1200Opisthodontia superba|Lope11−0560 ChlorocChloroc Noctuidae|TDGAB−1976Noctuidae|TDGAB−1963Noctuidae|TDGAB−1331Lecithoceridae|Lope11−0647 ChlorocChlorocymatodesAndriasa contraria|TDGAB−1838 lemairei|TDGABb−017weni|Lope11−0859 StracenaStracena ee PseudocAndriasaxiphia contraria|TDGAB−1132 mpassa|Lope11−0901mpassa|Lope11−0860weni|Lope11−0667 Pyralidae (70,172) StracenaStracena ee Pseudoc xiphiaxiphia mpassa|TDGABb−036 mpassa|Lope11−0888ormosa|TDGABb−082thueri|TDGABb−088thueri|Lope11−0858 Stracena|TDGAB−0415Stracena e xiphiaxiphiaxiphia mpassa|TDGABb−0176 mpassa|Lope11−0861mpassa|Lope11−0408ormosa|TDGABb−081thueri|TDGABb−087thueri|TDGABb−086 Stracena|TDGAB−1992Stracena|TDGAB−2123Stracena|TDGAB−1068Stracena|TDGAB−1052 OplercrcPhyllolanislanisxiphia rhadamistus|TDGABb−099rhadamistus|TDGABb−098xiphia mpassa|TDGABb−0175 mpassa|TDGABb−035mpassa|TDGABb−034thueri|Lope11−0672 StracenaStracena|TDGAB−2218 pr Falcatula cPhylloPhyllo xiphia mpassa|Lope11−0863 Noctuidae|TDGAB−0421Stracena pr ximia|TDGAB−0186 AcanthosphinxAcanthosphinxPhylloPhylloPhyllo guessfguessguessff Noctuidae|TDGAB−2045Noctuidae|TDGAB−0940Noctuidae|TDGAB−0206ximia|TDGAB−0588ximia|TDGAB−0540ximia|TDGAB−2217 PhylloPhylloPhylloxiphia o Noctuidae|TDGAB−0483Noctuidae|TDGAB−0101Noctuidae|TDGAB−2090ximia|TDGAB−2401ximia|TDGAB−2363ximia|TDGAB−1991 Phyllo ganii|Lope11−0390ganii|Lope11−0387 Noctuidae|Lope11−0132Noctuidae|TDGAB−0778Noctuidae|Lope11−0167Noctuidae|TDGAB−0999ximia|TDGAB−2412 Phylloxiphiaoxiphia ober f ganii|TDGABb−0163ganii|TDGABb−027ganii|TDGABb−025 Noctuidae|TDGAB−0142Noctuidae|Lope11−0348Noctuidae|Lope11−0138 Phylloxiphiayll xiphia f illustris|TDGABb−102illustris|Lope11−0713ganii|TDGABb−0162ganii|TDGABb−026 Noctuidae|TDGAB−1145Noctuidae|TDGAB−1833Noctuidae|TDGAB−1154 Phylloxiphiaxiphia ober illustris|TDGABb−101illustris|TDGABb−100 Noctuidae|Lope11−0091Noctuidae|TDGAB−1635Noctuidae|TDGAB−0949Noctuidae|TDGAB−2226omelaena|Lope11−0009omelaena|TDGAB−1379omelaena|TDGAB−2393 PhPhylloxiphia ober Noctuidae|Lope11−0823Noctuidae|Lope11−0602Noctuidae|Lope11−0311omelaena|Lope11−0061 RhadinopasaPhylloxiphiaPhyllo oberhornimani|Lope11−0890 PorthesarNoctuidae|TDGAB−1257 RhadinopasaRhadinopasaPhylloPhylloPlatysphinx hornimani|TDGABb−005hornimani|TDGABb−006hornimani|Lope11−0392Spilomelinae|TDGAB−0738 vicaria|TDGABb−021vicaria|TDGABb−020 Noctuidae|Lope11−0846Noctuidae|Lope11−0358Porthesar RhadinopasaPlatysphinx hornimani|TDGABb−004 vicaria|TDGABb−019 Crambidae|TDGAB−1391ThCrambidae|TDGAB−1338 XanthopanLasiocampidae|Lope11−0948Lasiocampidae|Lope11−0930 mor Crambidae|TDGAB−0720Crambidae|TDGAB−1851Crambidae|TDGAB−0676 XanthopanXanthopanLasiocampidae|TDGAB−1893Lasiocampidae|Lope11−0940Lasiocampidae|Lope11−0924 mor mormor Crambidae|Lope11−0006Crambidae|TDGAB−1788Crambidae|TDGAB−1462Crambidae|TDGAB−0665yrididae|TDGAB−0208 XanthopanXanthopanLasiocampidae|Lope11−0720Lasiocampidae|TDGAB−0728Lasiocampidae|TDGAB−1395 mor mor Crambidae|TDGAB−0701Crambidae|TDGAB−0619Crambidae|TDGAB−0087Crambidae|Lope11−0007 Lasiocampidae|TDGAB−1454Lasiocampidae|TDGAB−1702Lasiocampidae|TDGAB−1948 Crambidae|Lope11−0555Crambidae|TDGAB−1950Crambidae|TDGAB−1625Crambidae|TDGAB−0754oa|Lope11−0350oa|Lope11−0297oa UD001|Lope11−0371 Lasiocampidae|Lope11−0186Lasiocampidae|Lope11−0576Lasiocampidae|Lope11−0577 MarucaCrambidae|Lope11−0831 vitrata|TDGAB−0609vitrata|TDGAB−0860oa|Lope11−0634 Lasiocampidae|Lope11−0791Lasiocampidae|Lope11−0294Lasiocampidae|Lope11−0174Leptometa|Lope11−0788Leptometa|TDGAB−1026Leptometa|TDGABb−314 Crambidae|TDGAB−1842Maruca vitrata|TDGAB−2369vitrata|TDGAB−1375 Lasiocampidae|TDGAB−1727Lasiocampidae|TDGAB−1576Leptometa|Lope11−0188Leptometa|TDGAB−1855Leptometa|TDGAB−1735 PleuroptyPleuroptyPleurCrambidae|TDGAB−2392 Lasiocampidae|TDGAB−0143Lasiocampidae|TDGAB−1523Leptometa|TDGAB−1650Leptometa|TDGAB−1448Leptometa|TDGAB−1019 PleuroptyPleuroptyPleuropty Leptometa|TDGAB−0340 PleuroptyPleuroptyPleuroptyPleuropty oplakaeis|TDGABb−329oplakaeis|TDGAB−1776 PleuroptyPleuPleuroptyPleur opt orficulatus|TDGAB−0366oplakaeis|TDGAB−0134 Crambidae|TDGAB−1919Crambidae|TDGAB−0024Pleur Lasiocampidae|Lope11−0574Lasiocampidae|TDGAB−2238Lasiocampidae|TDGAB−0554 CadarenaCadarenaCrambidae|TDGAB−2284 sin sin y Lasiocampidae|TDGAB−0402Gastr ha|TDGABb−313 Crambidae|TDGAB−1841Crambidae|TDGAB−0641Crambidae|TDGAB−2069roptyopt a|TDGAB−0681a|TDGAB−0652 Gastr StemorrhagStemorrhagCrambidae|Lope11−0082Crambidae|TDGAB−0022opt a|TDGAB−1413a|TDGAB−1469a|TDGAB−1437 Lasiocampidae|TDGAB−1655Lasiocampidae|TDGAB−1478 SyllepteProphantisStemorrhag c smaraa|TDGAB−0767a|TDGAB−0769a|TDGAB−1368 Lasiocampidae|TDGAB−1409Lasiocampidae|TDGAB−1207Lasiocampidae|Lope11−0908 Crambidae|TDGAB−2385Crambidae|Lope11−0548Syllepte c ya|TDGAB−0653a|TDGAB−0688a|TDGAB−0727 Lasiocampidae|Lope11−0071Lasiocampidae|Lope11−0583Lasiocampidae|TDGAB−1886yx|TDGAB−1359yx|TDGAB−0585 Crambidae|TDGAB−0698Crambidae|TDGAB−0661Crambidae|Lope11−0549y a|TDGAB−1602a|TDGAB−1542a|TDGAB−0103 Lasiocampidae|TDGAB−1646Lasiocampidae|TDGAB−1423Lasiocampidae|TDGAB−0017 Crambidae|TDGAB−1227Crambidae|TDGAB−0309DolicharCrambidae|TDGAB−2322a|Lope11−0551 Lasiocampidae|TDGAB−0003Lasiocampidae|TDGAB−2129Lasiocampidae|Lope11−0575Gonometa|TDGABb−376 Crambidae|Lope11−0830Crambidae|TDGAB−0643Crambidae|Lope11−0829Crambidae|Lope11−0547 Lasiocampidae|TDGAB−0380GonopacGonometa|TDGABb−375Gonometa|TDGABb−374Gonometa|TDGAB−0893 Crambidae|TDGAB−0732Crambidae|TDGAB−0623Crambidae|TDGAB−1347 Gastroplakaeis f Lasiocampidae|Lope11−0573Lasiocampidae|TDGAB−1746 Crambidae|TDGAB−1706Crambidae|TDGAB−1507Crambidae|TDGAB−1354 Lasiocampidae|TDGAB−0373Lasiocampidae|TDGAB−0370 Crambidae|Lope11−0835Crambidae|TDGAB−1203Crambidae|TDGAB−1722uata|TDGAB−2376uata|TDGAB−1598uata|TDGAB−0776 Mallocampa audea|TDGAB−0532oplakaeis|Lope11−0452oplakaeis|TDGAB−1895oplakaeis|TDGAB−1030 Spilomelinae|TDGAB−1730Spilomelinae|TDGAB−1609Spilomelinae|TDGAB−0062lementsi|TDGAB−1630lementsi|TDGAB−0647es sericea|TDGAB−1044 Lasiocampidae|TDGABb−339oplakaeis|TDGAB−0970oplakaeis|TDGAB−0192 Crambidae|TDGAB−2167Crambidae|TDGAB−1997Crambidae|TDGAB−1781Agathodes|TDGAB−0797eses sericea|TDGAB−1686sericea|TDGAB−0889 Lasiocampidae|TDGAB−0903Lasiocampidae|TDGAB−0353Lasiocampidae|TDGABb−341Gonobomboplakaeis|TDGAB−1027oplakaeis|TDGAB−2159oplakaeis|TDGAB−1161 PPCrambidae|Lope11−0545thria|Lope11−0373 Lasiocampidae|TDGAB−1173oplakaeis|TDGAB−1620 PPP alpitaalpita bonjongalis|TDGAB−0026bonjongalis|TDGAB−0030 Gastr Crambidae|Lope11−0550Crambidae|Lope11−0063PP alpitaalpitaalpita bonjongalis|TDGAB−0748 bonjongalis|TDGAB−0100bonjongalis|TDGAB−0025 GastrGastr ParParCrambidae|TDGAB−1724alpitaalpita bonjongalis|TDGAB−1844bonjongalis|TDGAB−1613 GastrGastr Pyralidae|TDGAB−1967Pyralidae|TDGAB−1965Pyralidae|TDGAB−1899Pyralidae|TDGAB−1420 gdina|TDGAB−1425 GastrLasiocampidae|TDGAB−1698 Pyralidae|Lope11−0322Pyralidae|TDGAB−0695Pyralidae|TDGAB−1969 Lasiocampidae|TDGAB−0944Lasiocampidae|TDGAB−1336Lasiocampidae|TDGAB−1877 Pyralidae|TDGAB−1509Pyralidae|TDGAB−0709Pyralidae|TDGAB−0303Pyralidae|TDGAB−1812domima|Lope11−0853domima|TDGAB−0686 Lasiocampidae|TDGAB−1880Lasiocampidae|Lope11−0078Lasiocampidae|TDGAB−1438 Pyralidae|TDGAB−0261Pyralidae|TDGAB−1184Pyralidae|Lope11−0840Pyralidae|TDGAB−1955 Lasiocampidae|TDGABb−382Lasiocampidae|TDGABb−381Lasiocampidae|Lope11−0939 Pyralidae|TDGAB−2316Pyralidae|TDGAB−1711Pyralidae|TDGAB−0751Pyralidae|TDGAB−1202 Lasiocampidae|TDGAB−0365Lasiocampidae|Lope11−0584Lasiocampidae|TDGAB−0072 Pyralidae|TDGAB−1689Pyralidae|TDGAB−0719Pyralidae|TDGAB−0437 Lasiocampidae|TDGAB−0950Lasiocampidae|Lope11−0581 Pyralidae|TDGAB−0126Pyralidae|TDGAB−1894Pyralidae|TDGAB−1495Pyralidae|TDGAB−1769 Lasiocampidae|Lope11−0580Lasiocampidae|Lope11−0562Lasiocampidae|TDGAB−1975 Pyralidae|TDGAB−0615Pyralidae|TDGAB−1415Pyralidae|TDGAB−1575 Lasiocampidae|Lope11−0933Lasiocampidae|Lope11−0339Lasiocampidae|Lope11−0923 Pyralidae|Lope11−0022Pyralidae|TDGAB−0144Pyralidae|TDGAB−1712 Lasiocampidae|TDGAB−1678Lasiocampidae|TDGAB−2407 Pyralidae|TDGAB−1076Pyralidae|TDGAB−1009Pyralidae|TDGAB−0992Pyralidae|Lope11−0595 Lasiocampidae|TDGAB−2206Lasiocampidae|TDGAB−2085 Pyralidae|TDGAB−2421GalleriaPyralidae|Lope11−0543 mellonella|Lope11−0651 Lasiocampidae|TDGAB−0232Lasiocampidae|TDGAB−2406Lasiocampidae|TDGAB−2212 Pyralidae|Lope11−0332Pyralidae|TDGAB−1726Pyralidae|TDGAB−0474Pyralidae|TDGAB−0146 Lasiocampidae|TDGAB−0282Lasiocampidae|Lope11−0012Lasiocampidae|TDGAB−2242 Pyralidae|TDGAB−1710Pyralidae|TDGAB−0710Pyralidae|TDGAB−0679Pyralidae|TDGAB−0473 Lasiocampidae|TDGAB−1204Lasiocampidae|TDGAB−0853Lasiocampidae|TDGAB−0531 Pyralidae|TDGAB−1447Pyralidae|Lope11−0330Pyralidae|TDGAB−0948 Lasiocampidae|TDGAB−0962Lasiocampidae|TDGAB−0338 Pyralidae|TDGAB−1301Pyralidae|TDGAB−1530Pyralidae|TDGAB−1480Pyralidae|TDGAB−1796 Lasiocampidae|Lope11−0889Lasiocampidae|TDGABb−347Lasiocampidae|Lope11−0141ypasa|Lope11−0900 Pyralidae|TDGAB−2133Pyralidae|TDGAB−1101Pyralidae|TDGAB−0188 Lasiocampidae|Lope11−0074Lasiocampidae|TDGAB−1694ypasa|Lope11−0187ypasa|TDGAB−1699ypasa|Lope11−0567 Pyralidae|TDGAB−1663Pyralidae|TDGAB−0703Pyralidae|TDGAB−1430Pyralidae|TDGAB−1799 Lasiocampidae|Lope11−0914Lasiocampidae|Lope11−0084Lasiocampidae|Lope11−0121Stoermeriana|TDGAB−1322ypasa|TDGAB−1352ypasa|TDGAB−1365 Pyralidae|TDGAB−1862Pyralidae|TDGAB−1802Pyralidae|TDGAB−1496 Lasiocampidae|Lope11−0044Lasiocampidae|Lope11−0446ypasa|TDGAB−1383ypasa|TDGAB−1463ypasa|TDGAB−1907 Pyralidae|TDGAB−1304Pyralidae|TDGAB−1980Pyralidae|TDGAB−1545Pyralidae|TDGAB−1871 Lasiocampidae|Lope11−0834Lasiocampidae|Lope11−0827ypasa|TDGABb−325ypasa|Lope11−0438ypasa|Lope11−0453 Pyralidae|TDGAB−0684Pyralidae|TDGAB−0073Pyralidae|TDGAB−1647 Lasiocampidae|TDGAB−2372Lasiocampidae|TDGAB−1670Pach ypasa|Lope11−0563ypasa|Lope11−0568ypasa|Lope11−0571 Pyralidae|TDGAB−1440Pyralidae|TDGAB−1441Pyralidae|TDGAB−0068Pyralidae|Lope11−0374 Lasiocampidae|TDGAB−1593Lasiocampidae|TDGAB−2178Lasiocampidae|TDGAB−1060PachPachPach ypasa|Lope11−0898ypasa|TDGAB−0222 Pyralidae|TDGAB−0115Pyralidae|TDGAB−0116Pyralidae|TDGAB−0122 Lasiocampidae|TDGAB−0750Lasiocampidae|TDGAB−1011Lasiocampidae|Lope11−0351PachPach Pyralidae|TDGAB−1341Pyralidae|TDGAB−2049Pyralidae|TDGAB−1192Pyralidae|TDGAB−1789 Lasiocampidae|TDGAB−1337Lasiocampidae|TDGAB−1189PachPachPach Pyralidae|TDGAB−2008Pyralidae|TDGAB−0534Pyralidae|TDGAB−1988 Lasiocampidae|TDGAB−0578Lasiocampidae|TDGAB−1039PachPachPach Pyralidae|TDGAB−1797Pyralidae|TDGAB−0124Pyralidae|TDGAB−2194Pyralidae|TDGAB−2166 PachPachPach Pyralidae|TDGAB−1043Pyralidae|TDGAB−0546Pyralidae|TDGAB−1998 PachPach Pyralidae|TDGAB−0099Pyralidae|TDGAB−0084Pyralidae|Lope11−0328Pyralidae|TDGAB−2132 Pyralidae|TDGAB−1660Pyralidae|TDGAB−0792Pyralidae|TDGAB−1951Pyralidae|TDGAB−0119 Pyralidae|Lope11−0617Pyralidae|TDGAB−2250Pyralidae|TDGAB−2079Pyralidae|TDGAB−1952 Pyralidae|TDGAB−2251Pyralidae|TDGAB−1309Pyralidae|TDGAB−0467Pyralidae|TDGAB−0471 Pyralidae|TDGAB−2047Pyralidae|TDGAB−2050Pyralidae|TDGAB−2051Pyralidae|TDGAB−2143 Lasiocampidae|Lope11−0572Lasiocampidae|Lope11−0569 Pyralidae|TDGAB−0706Pyralidae|TDGAB−1037Pyralidae|TDGAB−1959 Lasiocampidae|TDGAB−1753Lasiocampidae|TDGABb−078 Pyralidae|TDGAB−1569Pyralidae|TDGAB−0198Pyralidae|TDGAB−0495Pyralidae|TDGAB−0656 Lasiocampidae|TDGABb−373Lasiocampidae|TDGAB−1367Lasiocampidae|TDGABb−372 Pyralidae|TDGAB−0311Pyralidae|TDGAB−0302Pyralidae|TDGAB−2432Pyralidae|TDGAB−2379 Lasiocampidae|Lope11−0439Lasiocampidae|TDGAB−2115Lasiocampidae|Lope11−0899 Pyralidae|TDGAB−2059Pyralidae|TDGAB−0551Pyralidae|TDGAB−0550Pyralidae|TDGAB−0549 Lasiocampidae|Lope11−0564Lasiocampidae|Lope11−0448 Pyralidae|TDGAB−2246Pyralidae|TDGAB−2240Pyralidae|TDGAB−2156Pyralidae|TDGAB−2070 Lasiocampidae|TDGAB−1692Lasiocampidae|TDGAB−1487 Pyralidae|Lope11−0372Pyralidae|Lope11−0356Pyralidae|TDGAB−2418Pyralidae|TDGAB−2254 Lasiocampidae|TDGAB−0019 Pyralidae|Lope11−0822Pyralidae|TDGAB−0607Pyralidae|Lope11−0309 Lasiocampidae|Lope11−0659 Pyralidae|TDGAB−1272Pyralidae|TDGAB−1166Pyralidae|TDGAB−0267Pyralidae|TDGAB−0233 Lasiocampidae|TDGAB−1884Lasiocampidae|TDGAB−0543 Pyralidae|TDGAB−1443Pyralidae|TDGAB−0108Pyralidae|TDGAB−1790 ypasaypasaLasiocampidae|Lope11−0451 rectilineata|Lope11−0799rectilineata|Lope11−0579 Pyralidae|TDGAB−1624Pyralidae|TDGAB−1497Pyralidae|TDGAB−0675Pyralidae|TDGAB−0133 ypasaLasiocampidae|TDGABb−323Lasiocampidae|TDGAB−0960 Lasiocampidae|TDGAB−0376rectilineata|TDGAB−0729Thetidia|TDGAB−0680 Pyralidae|TDGAB−1329Pyralidae|TDGAB−1543Pyralidae|TDGAB−1853 ypasa Lasiocampidae|TDGAB−1834rectilineata|TDGAB−0482Lasiocampidae|TDGAB−0367 Pyralidae|Lope11−0306Pyralidae|TDGAB−0716Pyralidae|TDGAB−1679 Lasiocampidae|TDGAB−0167Lasiocampidae|Lope11−0566Zamarada|TDGAB−2232 Pyralidae|TDGAB−2224Pyralidae|Lope11−0820Pyralidae|Lope11−0656Pyralidae|Lope11−0626 Lasiocampidae|Lope11−0565Lasiocampidae|Lope11−0049ymantriinae|TDGAB−1105ymantriinae|TDGAB−0862ymantriinae|TDGAB−0193 Pyralidae|TDGAB−1073Pyralidae|Lope11−0375Pyralidae|Lope11−0947 Lasiocampidae|TDGAB−0608Lasiocampidae|TDGAB−2404L Pyralidae|TDGAB−1619Pyralidae|TDGAB−1560Pyralidae|TDGAB−1360Pyralidae|TDGAB−1622 LL Lasiocampidae|TDGAB−1175Epiplema|TDGAB−0063Pyralidae|Lope11−0950 PachPach Lasiocampidae|TDGAB−0868Lasiocampidae|TDGAB−0223Lasiocampidae|TDGAB−1194Lasiocampidae|TDGAB−0352 PachPach osa|TDGAB−1484osa|TDGAB−0419 Lasiocampidae|Lope11−0177Lasiocampidae|Lope11−0561Lasiocampidae|TDGAB−1143 IdaeaSomatinaAnisodesLasiocampidae|Lope11−0570 pulveraria|TDGAB−1792 c di Lasiocampidae|TDGAB−2361Lasiocampidae|TDGAB−1241 Geometridae|TDGAB−2223Geometridae|TDGAB−1235Geometridae|TDGAB−0296Scopula lactaria|TDGAB−1964 Lasiocampidae|Lope11−0653Zamarada|Lope11−0796 Ennominae|TDGAB−1641Ennominae|TDGAB−1140AmusaronRacinoa|TDGAB−1261 k Lomadonta obscura|Lope11−0943Lasiocampidae|Lope11−0062Lasiocampidae|Lope11−0050Zamarada|TDGAB−1108Zamarada|Lope11−0115 Geometridae|TDGAB−0864Geometridae|TDGAB−0455Geometridae|TDGAB−1340Tor LomadontaLomadonta obscura|Lope11−0070Lasiocampidae|TDGABb−344obscura|Lope11−0837Lasiocampidae|TDGABb−331Zamarada|TDGAB−2304Zamarada|TDGAB−0671 Zeuctoboarmia|TDGAB−1113Zeuctoboarmia|TDGAB−1124Zeuctoboarmia|TDGAB−1001 Lomadonta obscura|Lope11−0314Lasiocampidae|TDGABb−330Lasiocampidae|TDGABb−354Zamarada|TDGAB−1956Zamarada|TDGAB−1906 Zeuctoboarmia|TDGAB−1286Zeuctoboarmia|TDGAB−0824Zeuctoboarmia|TDGAB−0157Zeuctoboarmia|TDGAB−0815 LomadontaLomadonta obscura|TDGAB−1767obscura|TDGAB−1490Lasiocampidae|TDGABb−353Lasiocampidae|TDGABb−352Zamarada|TDGAB−2408Zamarada|TDGAB−1270oborata|Lope11−0345 Zeuctoboarmia|TDGAB−0492Zeuctoboarmia|TDGAB−0406Geometridae|TDGAB−0224 Lasiocampidae|TDGABb−351Lasiocampidae|TDGABb−350Zamarada|TDGAB−1291Zamarada|TDGAB−2084oborata|Lope11−0127oborata|TDGAB−0079 Geometridae|Lope11−0305Geometridae|TDGAB−0067Zeuctoboarmia|TDGAB−2165Geometridae|TDGAB−0823 Lasiocampidae|TDGAB−1410Lasiocampidae|TDGABb−335Zamarada|TDGAB−0651Zamarada|TDGAB−2195Zamarada|TDGAB−0428oborata|TDGAB−0023oborata|Lope11−0003 Zeuctoboarmia|TDGAB−0640Zeuctoboarmia|TDGAB−0600Zeuctoboarmia|TDGAB−0410 Lasiocampidae|TDGAB−1839Lasiocampidae|TDGAB−1743oborata|TDGAB−0029oborata|Lope11−0119 Zeuctoboarmia|TDGAB−1617Zeuctoboarmia|TDGAB−1381Zeuctoboarmia|TDGAB−0805Zeuctoboarmia|TDGAB−0789tricidae|Lope11−0646 Lasiocampidae|TDGAB−1411Lasiocampidae|TDGAB−1615Zamarada|TDGAB−1470oborata|TDGAB−0628oborata|TDGAB−0644 Zeuctoboarmia|TDGAB−2425Zeuctoboarmia|TDGAB−2285Zeuctoboarmia|TDGAB−1860 Lasiocampidae|TDGAB−1404oborata|TDGAB−0041oborata|TDGAB−2268oborata|TDGAB−0470 Zeuctoboarmia|Lope11−0113Zeuctoboarmia|Lope11−0065Zeuctoboarmia|Lope11−0019Zeuctoboarmia|Lope11−0010 oborata|TDGAB−2193 Zeuctoboarmia|Lope11−0783Zeuctoboarmia|Lope11−0780Zeuctoboarmia|Lope11−0763Zeuctoboarmia|Lope11−0116 CleoraCleoraZeuctoboarmia|Lope11−0795Zeuctoboarmia|Lope11−0794 r r CleoraCleoraCleoraCleora r r r r CleoraCleoraCleoraCleora radula darg darg r leptopasta|TDGAB−1721 Zamarada|Lope11−0365 Cleora|TDGAB−0088Cleora|TDGAB−1900Cleora|TDGAB−1449Cleora|TDGAB−1709 Zamarada|TDGAB−0229Zamarada|Lope11−0131 Cleora|TDGAB−0042Cleora|TDGAB−2313Cleora|TDGAB−0787 Zamarada|TDGAB−2287Zamarada|Lope11−0128 Cleora|TDGAB−2137Cleora|TDGAB−0723Cleora|TDGAB−0773Cleora|TDGAB−0050 Zamarada|TDGAB−2314 Cleora|TDGAB−1112Cleora|TDGAB−0788Cleora|TDGAB−1479Cleora|TDGAB−2338 Zamarada|TDGAB−2168Zamarada|TDGAB−0625 Cleora|TDGAB−0945Cleora|TDGAB−1226Cleora|TDGAB−1551 Zamarada|TDGAB−2100Zamarada|TDGAB−2209 Cleora|TDGAB−0796Cleora|TDGAB−0781Cleora|TDGAB−0620 Zamarada|TDGAB−2182 Cleora|TDGAB−1460Cleora|TDGAB−2186Cleora|TDGAB−1858Cleora|TDGAB−0749 ha Zamarada|TDGAB−1491Zamarada|TDGAB−2188 Cleora|Lope11−0838Cleora|Lope11−0499Cleora|Lope11−0114 plosticta|TDGAB−0090 Zamarada|TDGAB−1574 Cleora|TDGAB−2088Cleora|TDGAB−1146Cleora|TDGAB−0604Cleora|TDGAB−2039 Zamarada|TDGAB−1229Zamarada|Lope11−0772 CleoraCleoraCleora oculata|TDGAB−1268 oculata|TDGAB−1106 oculata|TDGAB−0667 Zamarada|TDGAB−2096Zamarada|TDGAB−1245 CleoraCleoraCleora oculata|TDGAB−2104 oculata|TDGAB−2229 oculata|TDGAB−1467 Zamarada|TDGAB−1442Zamarada|Lope11−0477 CleoraCleoraCleoraCleora oculata|TDGAB−2177 oculata|TDGAB−2150 oculata|TDGAB−0804 oculata|TDGAB−1504 Zamarada|TDGAB−0228 Cleora|TDGAB−1887Cleora|TDGAB−0165Cleora oculata|Lope11−0764 olga|TDGABb−334 Zamarada dolor Zamarada|TDGAB−2410Zamarada|TDGAB−2319 CleoraCleoraCleora|Lope11−0769Cleora|Lope11−0762 boets boetscc l Zamarada dolor Zamarada|TDGAB−2247 CleoraCleoraCleoraCleora boetsc boetsc boetsc boetsc yboeata|TDGAB−0631 Zamarada|TDGAB−2187Zamarada|TDGAB−2169 CleoraCleoraCleoraCleora boets boets boets boetscccc Zamarada|TDGAB−1277Zamarada|Lope11−0511 Geometridae|TDGAB−0977ChiasmiaCleoraCleora boets albivia|TDGAB−0436boetscc Zamarada|TDGAB−1531 Geometridae|TDGAB−2164Geometridae|TDGAB−2091Geometridae|TDGAB−2216Geometridae|TDGAB−2111 Zamarada|TDGAB−1481 AcrAcrGeometridae|Lope11−0501Geometridae|TDGAB−2318 ostella|TDGAB−0634ostella|TDGAB−0078 Zamarada|TDGAB−0055Zamarada|TDGAB−0059 Geometridae|TDGAB−0212AcrAcr ostella|TDGAB−1431ostella|Lope11−0095 Zamarada|TDGAB−1822Zamarada|Lope11−0476 Geometridae|TDGAB−0185Geometridae|TDGAB−2288Geometridae|TDGAB−1747Geometridae|TDGAB−0287 ostella|Lope11−0509ostella|TDGAB−1474 Geometridae|TDGAB−0263Geometridae|TDGAB−2301Geometridae|TDGAB−2269Geometridae|TDGAB−0469 ostella|Lope11−0539 Zamarada|TDGAB−1962Zamarada|TDGAB−1502 Geometridae|TDGAB−0413Geometridae|TDGAB−1315Geometridae|TDGAB−1251 Zamarada corr Zamarada|Lope11−0514 DorGeometridae|TDGAB−2092Geometridae|TDGAB−2387Geometridae|TDGAB−2227 Zamarada corr Geometridae|Lope11−0844Cleora|Lope11−0761Geometridae|Lope11−0134Geometridae|TDGAB−1099 Geometridae|TDGAB−2383Geometridae|TDGAB−1328Comibaena|TDGAB−1916 Zamarada corr Geometridae|TDGAB−2281Geometridae|TDGAB−2205Geometridae|TDGAB−0491Geometridae|TDGAB−1118 Zamarada corr Geometridae|Lope11−0507Geometridae|Lope11−0506Geometridae|TDGAB−2266 Zamarada corr Geometridae|TDGAB−1275Geometridae|TDGAB−0190Geometridae|TDGAB−2290 Geometridae|TDGAB−0593Geometridae|TDGAB−0518Geometridae|TDGAB−2303 Zamarada corr Geometridae|TDGAB−0412Geometridae|TDGAB−0271Geometridae|TDGAB−0202 Zamarada corr Geometridae|TDGAB−0498Geometridae|TDGAB−0974Geometridae|TDGAB−0484 EulEulGeometridae|TDGAB−1283Geometridae|TDGAB−2312 Zamarada corr EulEulEul EulEul Zamarada corr GongropterGeometridae|TDGAB−1806Geometridae|TDGAB−1766Geometridae|TDGAB−0786 Gongropter yrididae|TDGAB−0178 Geometridae|TDGAB−0414Geometridae|TDGAB−0268GongropterGongr ostatheusis|TDGAB−2355 Zamarada corr Geometridae|TDGAB−2102Geometridae|Lope11−0491Geometridae|Lope11−0492Geometridae|TDGAB−0565 ostatheusis|Lope11−0779 yrididae|TDGAB−2180 Buzura|TDGAB−0385Geometridae|TDGAB−2329Geometridae|TDGAB−2300 ostatheusis|Lope11−0781ostatheusis|TDGAB−0638 Buzura|TDGAB−0568 Zamarada corr Biston|Lope11−0494Biston|Lope11−0493Buzura|Lope11−0112 Biston|Lope11−0051Biston|Lope11−0067Biston|Lope11−0109Biston|Lope11−0110 Zamarada corr Biston|TDGAB−1456Biston|TDGAB−1501Biston|Lope11−0028 Geometridae|TDGAB−2253 Biston|TDGAB−0130B Biston|Lope11−0503Biston|Lope11−0111 Zamarada corr Geometridae|TDGAB−2041 Biston|TDGAB−1176Biston|Lope11−0778Biston|Lope11−0504 G G G ei|TDGAB−0075 hidae|TDGAB−1010 G G Geometridae|TDGAB−0433Geometridae|TDGAB−1287Geometridae|TDGAB−1280Crambidae|Lope11−0826 Zeuctoboarmia|TDGAB−1323 Zeuctoboarmia|TDGAB−0650 Zeuctoboarmia|TDGAB−0481 ei|TDGAB−2359 Geometridae|TDGAB−0315Crambidae|TDGAB−1612Crambidae|TDGAB−1427Pyralidae|Lope11−0605Pyralidae|TDGAB−1827Pyralidae|Lope11−0122erinae|Lope11−0687erinae|Lope11−0449 sifulcrum|TDGAB−2147 Crambidae|TDGAB−0794erinae|TDGABb−332 9870− 6 5500− 9580− 73 90 2 8 339 2490− iB 1 458 Geometridae|TDGAB−1503 276 932 5360− 7 23 Geometridae|TDGAB−2243Crambidae|TDGAB−0785Crambidae|TDGAB−0461Th Pyralidae|TDGAB−1369yrididae|TDGAB−0475 2460− 7 3480− Geometridae|TDGAB−1705Th z eG Geometridae|TDGAB−0496 siB ycia|TDGAB−1514ycia|TDGAB−0708ycia|TDGAB−0123 Geometridae|TDGAB−2199Geometridae|TDGAB−1297Naprepa|TDGAB−0374 ycia|TDGAB−1778ycia|TDGAB−1775ycia|TDGAB−0118ycia|TDGAB−0097 1 050− 11 47 11 922−
oeG oeo oe Cossidae|Lope11−0907 tsiB Crambidae|Lope11−0327 70− 1 11 Crambidae|TDGAB−0094Th Marmax|TDGAB−1671 4 Marmax|TDGAB−1616 moeG moeG moeGm Marmax|TDGAB−0737 moeG Geometridae|Lope11−0479Psyc Marmax|TDGAB−0660Marmax|TDGAB−0654Marmax|TDGAB−0648 0− 0− 1 0− 1 1 1 Marmax|TDGAB−0077Marmax|TDGAB−0016 1 0− Anaphe panda|TDGAB−0542Zeu Marmax|TDGAB−0015Marmax|TDGAB−0013 tcueZ Lepidoptera|TDGAB−2056ZeuzZeuz Marmax|TDGAB−0139Marmax|TDGAB−0106 opte Marmax|TDGAB−0096Marmax|TDGAB−0081 otcueZ eme − emoe − e − − Marmax|TDGAB−0678 − − Opisthodontia|TDGAB−2003 Marmax|TDGAB−0014 e Opisthodontia|TDGAB−0762Notodontidae|TDGAB−2368 Marmax|TDGAB−0744Marmax|TDGAB−0052 |notsi|not T
Pycnostega fumosa|TDGAB−1505Notodontidae|TDGAB−1086 11epoL| 1 b 11epoL|aimraobotcueZ 11 ymantriinae|Lope11−0013 11epoL|a 11epoL|aimraobotcueZ Pycnostega fumosa|TDGAB−1116Lasiocampidae|TDGAB−0997Metarbelinae|TDGAB−1374 11epoL|aimraobotcueZ te Metarbelinae|Lope11−0299 BAGDT|aimraobot BAGDT|aimraobotcueZ BAGDT|aimraobotcueZ BAGDT|aimraobotcueZ BAGDT|aimrao BAGDT|aimraobotc B BAG BAGDT BAGDT|aimraobotcueZ Metarbelinae|TDGAB−0292 BAGDT|aimraobotcueZ BAGDT|aimraobotcueZ BAGD hi|TDGAB−2148hi|TDGAB−0755 rtemrtrtemoeG hi|Lope11−0767 rtrt hi|Lope11−0773 Metarbelinae|TDGAB−1549Metarbelinae|TDGAB−0721 hi|TDGAB−0735hi|TDGAB−2233hi|TDGAB−0557 L 1epoL|a hi|TDGAB−0925 hi|Lope11−0934hi|TDGAB−0674hi|TDGAB−0477hi|Lope11−0512 i i
irtemoeG
AGDT|aimraobotcueZ dirtemoeG
dirtemoeG dirtemoeG epoL|aimr Pitthea|TDGAB−1810 r Pitthea|TDGAB−1708Pitthea|TDGAB−0128Pitthea|TDGAB−0031 Pitthea|TDGAB−0127 adirt yx|TDGAB−0255 Pitthea|TDGAB−1045Pitthea|TDGAB−0869 yx|TDGAB−2336yx|TDGAB−0170yx|TDGAB−0618 Geometridae|Lope11−0870 Mixocera|Lope11−0996 Geometridae|Lope11−0344 Mixocera|Lope11−0484 AGD Geodena|Lope11−0816Geodena|Lope11−0107 AGDT|nots ea
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hia|Lope11−0014 DT| B |eadi |eadiB BAGDT |e a dirte m o e G
11epoL|no
T|ead imrao T|aimraobotcueZ T|T|e a dirte m o e G Ennominae|TDGAB−1524Ennominae|TDGAB−0879 T|ead 5% a |aimraob
−
D T|e a dirte m D DT|eaD T|e a dirte m o e G DD T|e a dirte m o e PhialaPhiala MGABsp1|Lope11−0732 MGABsp1|Lope11−0731 eugma|Lope11−0027 aim eugma|TDGAB−0434 |aimraobo| Phiala MGABsp1|TDGAB−1930 aimraobotcue Phiala MGABsp1|TDGAB−1867 i 0− Phiala MGABsp1|TDGAB−1850 imraobotcueZ Phiala MGABsp1|TDGAB−1835 T PhialaPhialaPhiala MGABsp1|TDGAB−1765 MGABsp1|TDGAB−1750 MGABsp1|TDGAB−1731 Geometridae|Lope11−0992 GDT|eadir G PhialaPhiala MGABsp1|TDGAB−1717 MGABsp1|TDGAB−0799 Geometridae|Lope11−0793Geometridae|Lope11−0483 tor se d o n d oro h C Phiala MGABsp1|TDGAB−0790 6 60− Phiala MGABsp1|TDGAB−0627 Geometridae|TDGAB−2384 hora|TDGABb−349hora|TDGAB−0898hora|TDGAB−0602 Phiala MGABsp1|TDGAB−0621 Geometridae|TDGAB−0260Geometridae|TDGAB−1603 hora|TDGAB−0230hora|TDGAB−0231hora|TDGAB−0478 PhialaPhiala MGABsp1|TDGAB−0056 MGABsp1|TDGAB−0018 Geometridae|TDGAB−0777Geometridae|Lope11−0016Geometridae|TDGAB−0885 hora|TDGAB−1126 h PhialaPhiala MGABsp1|TDGAB−0011 MGABsp1|TDGAB−0010 Geometridae|TDGAB−1144Geometridae|TDGAB−0699 mrao Phiala MGABsp1|TDGAB−0610 Pingasa|Lope11−0766Pingasa|TDGAB−2305 Pingasa|Lope11−0496 A G D3 T|eadirte m oe G Phiala MGABsp2|TDGABb−358 Pingasa|TDGAB−0191 A G D T|ea dirte m o e PhialaPhiala MGABsp2|TDGABb−356 MGABsp2|TDGABb−355 ymayma fusca|TDGAB−1872 fusca|TDGAB−0757 Pingasa|TDGAB−2344Pingasa|TDGAB−0596Pingasa|TDGAB−2099 AGD Phiala MGABsp2|TDGAB−1744 ymayma fusca|TDGAB−0662 fusca|TDGAB−0617 Pingasa|TDGAB−0384 raobotcueZ Phiala MGABsp2|TDGABb−357 Pingasa|TDGAB−0632Pingasa|TDGAB−0535 leora|TDGAB−0343leora|TDGAB−0252 p o L|ai m ra o b otc u e Z Antharmostes|Lope11−0775Geometridae|TDGAB−0439Geometridae|Lope11−0021Geometridae|TDGAB−1157Geometridae|Lope11−0813 Antharmostes|Lope11−0485Geometridae|TDGAB−0265Geometridae|Lope11−0497 6470− Antharmostes|Lope11−0025 3 Antharmostes|TDGAB−2294Geometridae|TDGAB−2181 787030 BAGDT| Geometridae|TDGAB−1265Geometridae|Lope11−0815 BAGDT|eBAGDTBAG Antharmostes|TDGAB−2183 BAGDTBBAGBAGDT|eadi A G D T|eadirte m oe G Antharmostes|Lope11−0765 B Geometridae|Lope11−0478 BAGB BAGDT|ead BAGDTBBABAG A G D T|e a dirte aobotcueZ BBABAGBAGD A G D T|ea dirt Antharmostes|TDGAB−1816Antharmostes|TDGAB−1123Geometridae|TDGAB−2307Geometridae|Lope11−0020Geometridae|TDGAB−2235Lophostola|TDGAB−2204 BAGDT|eaBB B A A G G D D T|eadirte T|eadirte m m oe oe G G Geometridae|TDGAB−2192Geometridae|Lope11−0482 Biston|TDGAB−1159Biston|TDGAB−1149 Biston|TDGAB−1137Biston|TDGAB−1121Biston|TDGAB−1022 Geometridae|TDGAB−1310 Biston|TDGAB−1017Biston|TDGAB−0983Biston|TDGAB−0935 Biston|TDGAB−0423Biston|TDGAB−0220 Geometridae|TDGAB−0991Geometridae|TDGAB−1526Geometridae|TDGAB−2348 hiahia palliata|TDGAB−0493 palliata|TDGAB−0074 Biston|TDGAB−0214Biston|TDGAB−0166 AGDT Cleora|TDGAB−1638
− − Geometrinae|TDGAB−0700 − − − − − − − − − Geometridae|TDGAB−1426Geometridae|TDGAB−0381Geometridae|TDGAB−1274Geometridae|Lope11−0017 − Geometridae|Lope11−0015Geometridae|TDGAB−2200 Geometridae|TDGAB−1056Geometridae|TDGAB−1651 B BAGD Androz Geometridae|TDGAB−2234Geometridae|TDGAB−1259 b 11e 0 1 1 0− Androz 0−0 2− botcu 2−0−1 Geometridae|TDGAB−2184 1 0− Thalassodes|Lope11−0026Thalassodes|Lope11−0024Thalassodes|Lope11−0023
Thalassodes|TDGAB−1131 otcueZ − 1 1 1 1 115 1 5 Geometridae|TDGAB−1473Geometridae|Lope11−0941 0 Geometridae|Lope11−0495Geometridae|Lope11−0287 otcueZ Lophorrhac Geometridae|Lope11−0144Geometridae|TDGAB−1237 Geometridae|TDGAB−2172Geometridae|TDGAB−0247Geometridae|TDGAB−1104Geometridae|Lope11−0360 ColocColoc 280−
0 580− 950 MiantocMiantocMiantocMiantoc 5 050− MiantocMiantocMiantoc Ennominae|TDGAB−1089 Ennominae|TDGAB−0597Ennominae|TDGAB−0205Ennominae|TDGAB−0957
Geometridae|TDGAB−1092 cueZ Geometridae|TDGAB−2112Geometridae|TDGAB−0058Geometridae|TDGAB−0926 Geometridae|TDGAB−1135 BAGDT|i8 70− 4850− Sphingomima|TDGABb−377Sphingomima|TDGAB−0814 Geometridae|TDGAB−0988Geometridae|TDGAB−0980 27283040400840 Sphingomima|TDGAB−2382 6302−64295 Sphingomima|TDGAB−0386 1 9670672 Geometridae|TDGAB−2291 26 7650 Geometridae|TDGAB−2402 55929331 Sphingomima|TDGAB−0383 4 00203 Sphingomima|TDGAB−0841 Geometridae|TDGAB−2337Geometridae|TDGAB−2335Geometridae|Lope11−0498 7732−1 7 Sphingomima|TDGAB−1160 Geometridae|TDGAB−0846Geometridae|TDGAB−1115Geometridae|TDGAB−1100Geometridae|TDGAB−0587Geometridae|Lope11−0488 Geometridae|TDGAB−1069Geometridae|TDGAB−0820 Prasinoc hora venerata|TDGAB−1120 Geometridae|TDGAB−1048Geometridae|TDGAB−0566 Prasinoc leoraleora indivisa|TDGAB−0392 indivisa|TDGAB−0196 Geometridae|TDGAB−1296Geometridae|TDGAB−0961Geometridae|TDGAB−1090 u PrasinocPrasinoc horahora interrupta|Lope11−0771 interrupta|Lope11−0770 Geometridae|TDGAB−1211
eZ eZ 86
266930−
Zeuctoboarmia|Lope11−0508Zeuctoboarmia|Lope11−0500
Z Zeuctoboarmia|TDGAB−0905 Zeuctoboarmia|TDGAB−2198
Lophorrhac
Lophorrhac 7220−
Megadrepana cinerea|Lope11−0047 ColocColoc MegadrepanaMegadrepanaMegadrepanaMegadrepana cinerea|TDGABb−378 cinerea|TDGAB−2357 cinerea|TDGAB−2142 cinerea|TDGAB−1817
Miantoc https://mc06.manuscriptcentral.com/genome-pubsMiantocMiantoc Genome Page 42 of 42
Noctuidae Geometridae Notodontidae Sphingidae Lymantriinae Saturniidae Arctiinae Lasiocampidae Other_Erebidae Erebinae Pyralidae Crambidae Thyrididae Draft Limacodidae Nolidae Eupterotidae Cossidae Drepanidae Zygaenidae Psychidae Tortricidae Euteliidae Tineidae Lecithoceridae Eriocottidae Number of species in AfroMoths Bombycidae Number of BINs observed Uraniidae Brahmaeidae
0 50 100 150 200 https://mc06.manuscriptcentral.com/genome-pubs Number of BINs/species Page 43 of 42 A GenomeB C
Draft # of BINs # of BINs Sample coverage
Ipassa Lopé Lopé WS Lopé DS 0 200 400 600 800 1000 1200 0 200 400 600 800 1000 1200 0.0 0.2 0.4 0.6 0.8 0 1000 2000 3000 0https://mc06.manuscriptcentral.com/genome-pubs 1000 2000 3000 0.0 0.2 0.4 0.6 0.8 # of individuals # of individuals Sample coverage