Notes

FedDPGAN: Federated Differentially Personal Generative Adversarial Sites Construction for that Diagnosis associated with COVID-19 Pneumonia.
According to the ICZN (1999), the type locality is where the specimen used as holotype, syntype or lectotype was collected (Art. 76). As such, the type locality is a source of information about the habitat and geographical occurrence of a taxon. Topotypes, specimens collected within the type locality of a species or subspecies, have been used in comparison with other specimens to corroborate the identity of the latter (e.g. Tautz et al. 2003; Vuataz et al. 2011). Other studies have used type localities in reporting apparent extinctions (e.g. Williams 2015), or degradation of the taxon's habitat (e.g. Wirth 2018). Thus, type localities have information value for scientific collections, and may be of special conservation concern.Cumming Wheeler (2016) revised the Nearctic species of the sexually dimorphic flat-footed fly genus Callomyia Meigen (Callomyiinae) recognizing 10 Nearctic species, including three newly described taxa, namely C. argentea Cumming, C. arnaudi Cumming, and C. browni Cumming. They also described the unknown female of C. velutina Johnson and proposed three new synonymies associating species previously described from one sex only with others described from the opposite sex (Kessel 1948; Kessel Buegler 1972). Callomyia cleta Kessel was considered a junior synonym of C. calla Kessel, C. clara Kessel was considered a junior synonym of C. corvina Kessel, and C. liardia Kessel Buegler was synonymized with C. proxima Johnson.The genus Oligaphorura Bagnall, 1949 currently comprises 56 species restricted in distribution to the Holarctic Region (Bellinger et al. 2019). Till now, only six of them have previously been recorded from Nearctic. The current paper presents the description of one new onychiurid species from Alaska.The genus Mycterothrips, with 36 species worldwide, is primarily Holarctic, but with several species occurring in the Old World tropics including Australia and Africa (ThripsWiki 2019). The species apparently all feed and breed on leaves, although adults can disperse widely onto many plants. An identification key to 27 species was provided (Masumoto Okajima 2006), but seven further species were subsequently described from Iran (Mirab-balou et al. 2011; Alavi et al. 2013; Minaei et al. 2017) and a key for distinguishing nine species from this country was presented by Alavi et al. (2013). Recently two further new species were described from tea plants together with a key for 10 species in China (Li et al. 2017).The genus Wulfila O. Pickard-Cambridge 1895 belongs to the family Anyphaenidae Bertkau, 1878, commonly called ghost spiders. Wulfila is endemic to the Americas and currently has 43 valid species; here we describe five new Wulfila conchamonile spec. nov., W. xilitlensis spec. nov., W. luisi spec. nov., W. unguis spec. nov. and W. phantasma spec. nov. Specimens were collected in Mexico as part of three biological inventories developed in Xilitla, San Luis Potosí, and Atotonilco and Xamaticpac, Veracruz, between 2011 and 2014. In addition, we provide an overview of Wulfila taxonomic literature with a discussion on the genus taxonomy, diagnostic characters, species placement, and novel genital characters.The spider family Migidae Simon, 1889 is represented in Chile by three genera Calathotarsus Simon, 1903, Mallecomigas Goloboff Platnick, 1987 and Goloboffia Griswold Ledford, 2001. In the present study, four new species of Goloboffia from Chile are described, increasing the known diversity and geographic distribution of the genus. Goloboffia megadeth sp. nov. and G. pachelbeli sp. nov., are described based on males and females; Goloboffia griswoldi sp. nov. and G. biberi sp. nov. are known only by females.Eighteen species currently placed in the genus Dryocoetiops Schedl, 1957, are reviewed. Two new species are described Dryocoetiops pasohensis Beaver, Smith and Sanguansub, D. salebrosus Beaver, Smith and Sanguansub. The following new synonymy is proposed Dryocoetiops apatoides (Eichhoff, 1875) (= Taphrorychus striatus Nobuchi, 1966, syn. n.); Dryocoetiops moestus (Blandford, 1894) (= Dryocoetes australis Schedl, 1942, syn. n., Dryocoetes coffeae Eggers, 1923, syn. n., = Dryocoetes dinoderoides Blandford, 1894, syn. n., = Dryocoetes eugeniae Schedl, 1942, syn. n., = Dryocoetes hirsutus Schedl, 1939, syn. n., = Dryocoetes javanus Eggers, 1936, syn. n., = Dryocoetes malaccensis Schedl, 1942, syn. n., = Pseudopoecilips taradakensis Murayama, 1957, syn. n., = Dryocoetes tonkinensis Schedl, 1942, syn. n.); Dryocoetiops semigranulatus (Eggers, 1936) (= Dryocoetes kepongi Schedl, 1953, syn. n.). The following new combinations are proposed Coccotrypes flavicornis (Blandford, 1895) comb. n.; Procryphalus petioli (Beaver, 1990) comb. n., both from Dryocoetiops. A key is provided to the females of ten species remaining in Dryocoetiops; males remain unknown in the genus. The taxonomy, distribution and biology of the species are briefly reviewed, and some new distributional records included.We describe two new species of poison frog from central and southern Peru that have been referred to as Ameerega picta, A. hahneli, or A. altamazonica throughout the past thirty years. Our phylogenies generated with genomic data provide strong support that the two new species are successive sisters to two described taxa, A. rubriventris and A. altamazonica, and collectively comprise the Ameerega rubriventris complex. The first new taxon, Ameerega panguana sp. nov., can be distinguished from all other Ameerega by its combination of a unique white venter and an advertisement call of 1-2 notes per second. The second new taxon, Ameerega imasmari sp. nov., is the only cryptically colored Ameerega species that is disttributed across the Fitzcarrald Arch in Southern Peru which possesses a 'peep' advertisement call consisting of 3-4 notes per second and a dominant frequency of 4.3-4.5 kHz. Within the Ameerega rubriventris complex, we observed differences between species in their ventral coloration, tympanum diameter, and call, which suggest that these taxa are reproductively isolated from each other.The genus Chalybion Dahlbom, 1843 from northwest Vietnam is studied. Six species of the genus are recorded for the area. Of these, C. dolichothorax (Kohl, 1918) and C. selleck compound gracile Hensen, 1988 are new records, whereas C. tanvinhensis sp. nov. is described as a new species. Notes on the nest of the new species and keys to both sexes of the six species reported from northwest Vietnam are provided.
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