cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29100308
title: Efficient Approximation of Leverage Scores in Two-Dimensional Autoregressive Models with Application to Image Anomaly Detection

description: Leverage scores quantify the influence of individual data points within a dataset and are widely used in subsampling methods to obtain a representative subsample. Numerous algorithms have been proposed to efficiently approximate leverage scores, thereby reducing the time complexity in model parameter estimation. In this article, we study leverage scores in two-dimensional autoregressive models. We develop an efficient algorithm that accelerates the calculation of leverage scores by exploiting the unique structure of the covariate matrix specific to this model. Theoretically, we show that leverage scores can be approximated quickly and accurately by deriving an error bound between the approximated and true values. Numerical studies on synthetic datasets demonstrate the superior performance of the proposed algorithm. Additionally, when applying leverage scores in the two-dimensional autoregressive model to anomaly detection tasks, we achieve competitive detection results compared to state-of-the-art methods, with significantly reduced computational time. Furthermore, the efficient approximation of the leverage scores further reduces the time cost without loss of detection accuracy. Supplementary materials for this article are available online.
DOI: 10.17026/dans-x4k-4skm
title: Plangebied Binnendijk 11A te Rottum, gemeente Skasterlân. Archeologisch vooronderzoek: een bureau- en inventariserend veldonderzoek

description: &lt;p&gt;De bodemopbouw in het plangebied bestaat uit een bouwvoor/verstoorde laag op dekzand. Uit de aanwezigheid van podzolbrokken in de verstoorde laag blijkt dat een podzolbodem aanwezig is geweest, maar dat deze is verstoord. Archeologische indicatoren zijn niet waargenomen. Aanwijzingen voor (grotere) archeologische, nederzettingen ontbreken. Aanbevelingen Op basis van het uitgevoerde archeologische onderzoek wordt ten aanzien van het plangebied geen vervolgonderzoek aanbevolen. De voorgenomen bodemingrepen kunnen zonder archeologische bezwaar worden uitgevoerd.&lt;/p&gt;
DOI: 10.3535/54p-xvv-v9h
title: Euploea netscheri Snellen, 1889

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e30-n21-pd9
title: Hebomoia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6084/m9.figshare.29100308.v2
title: Efficient Approximation of Leverage Scores in Two-Dimensional Autoregressive Models with Application to Image Anomaly Detection

description: Leverage scores quantify the influence of individual data points within a dataset and are widely used in subsampling methods to obtain a representative subsample. Numerous algorithms have been proposed to efficiently approximate leverage scores, thereby reducing the time complexity in model parameter estimation. In this article, we study leverage scores in two-dimensional autoregressive models. We develop an efficient algorithm that accelerates the calculation of leverage scores by exploiting the unique structure of the covariate matrix specific to this model. Theoretically, we show that leverage scores can be approximated quickly and accurately by deriving an error bound between the approximated and true values. Numerical studies on synthetic datasets demonstrate the superior performance of the proposed algorithm. Additionally, when applying leverage scores in the two-dimensional autoregressive model to anomaly detection tasks, we achieve competitive detection results compared to state-of-the-art methods, with significantly reduced computational time. Furthermore, the efficient approximation of the leverage scores further reduces the time cost without loss of detection accuracy. Supplementary materials for this article are available online.
DOI: 10.3535/by7-rzm-5xm
title: Cepora

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j8w-19g-crm
title: Eurema

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6084/m9.figshare.29100308.v1
title: Efficient Approximation of Leverage Scores in Two-dimensional Autoregressive Models with Application to Image Anomaly Detection

description: Leverage scores quantify the influence of individual data points within a dataset and are widely used in subsampling methods to obtain a representative subsample. Numerous algorithms have been proposed to efficiently approximate leverage scores, thereby reducing the time complexity in model parameter estimation. In this paper, we study leverage scores in two-dimensional autoregressive models. We develop an efficient algorithm that accelerates the calculation of leverage scores by exploiting the unique structure of the covariate matrix specific to this model. Theoretically, we show that leverage scores can be approximated quickly and accurately by deriving an error bound between the approximated and true values. Numerical studies on synthetic datasets demonstrate the superior performance of the proposed algorithm. Additionally, when applying leverage scores in the two-dimensional autoregressive model to anomaly detection tasks, we achieve competitive detection results compared to state-of-the-art methods, with significantly reduced computational time. Furthermore, the efficient approximation of the leverage scores further reduces the time cost without loss of detection accuracy.
DOI: 10.17026/dans-x4k-5me3
title: PAN-00009833 - wire brooch with stretched semi-circular bow

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00009833&lt;/p&gt;
DOI: 10.3535/8kx-e03-80l
title: Pieridae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/50p-fj6-ke3
title: Eurema

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/748-8pp-d1c
title: Euploea mulciber paupera Staudinger, 1889

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hda-lpy-s5x
title: Vindula arsinoe (Cramer, 1777)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/maa-2nw-a0f
title: Phaedyma amphion Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lrz-4ce-d15
title: Phalera (Phalera) bucephala (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4sm-caf-jxv
title: Libythea geoffroy philippina Staudinger, 1889

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/may-mlr-ccd
title: Cirrochroa Doubleday, 1847

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-x4k-686z
title: Multifunctionele Accommodatie Mûnebuorren 11 te Anjum

description: &lt;p&gt;Onderzoeksrapport&lt;/p&gt;
DOI: 10.3535/3wk-er2-hcg
title: Parantica agleoides borneensis (Staudinger, 1885)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/klq-6nd-wpj
title: Hyles euphorbiae Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/agt-nrd-lpf
title: Riodinidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-x4k-6ygm
title: PAN-00056392 - cloth seal with pin

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00056392&lt;/p&gt;
description: Modified: 2019-10-28T09:36:57+01:00
DOI: 10.3535/emk-9lt-69j
title: Belenois java (Sparrman, 1768)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nzy-4bx-4mc
title: Appias

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a46-j9x-wzg
title: Prioneris autothisbe (Hübner, [1816] )

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g15-zmt-6s3
title: Vindula Hemming, 1934

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3hl-p62-5gw
title: Nymphalidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j9p-r0v-d03
title: Euploea eunice (Godart)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2dl-x96-ld6
title: Lethe mekara (Moore, 1857)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-x4k-7gpf
title: Binnenstad Groenlo: Mattelierstraat, Beltrumsestraat en Wheme

description: &lt;p&gt;In dit rapport worden de resultaten gepresenteerd van de Archeologische Begeleiding (AB) van diverse graafwerkzaamheden in de binnenstad van Groenlo. De AB is in opdracht van de voormalige gemeente Groenlo, de huidige gemeente Oost Gelre, uitgevoerd door Synthegra Archeologie bv op 1, 2 en 5 december 2005, 11 mei 2006 en 3 maart 2009. Daarbij zijn op drie verschillende locaties archeologische resten gedocumenteerd. &lt;/p&gt;&lt;p&gt;Op het voorplein van de Oude Calixtuskerk langs de Mattelierstraat zijn diverse muurresten aangetroffen. Enkele muurresten in de nabijheid van de kerk kunnen toebehoord hebben aan een gebouw vóór of tegen de westgevel van de kerk, waar een oude Waag vermoed wordt. Een muurfragment op enkele meters parallel aan de Mattelierstraat kan bij de voormalige huisjes langs deze staat hebben behoord. Dit muurfragment was gemetseld met bakstenen uit de 14e tot 16e eeuw. Voor de kerkingang is een plaveisel van jongere datum aangetroffen.&lt;/p&gt;&lt;p&gt;In de Beltrumsestraat op de hoek met de Ziekenhuisstraat is de bovenzijde van een muurfragment blootgelegd, dat toebehoord heeft aan de nieuwe Beltrumse Poort uit de 17e eeuw. Het muurwerk vormt de noordelijke tegenhanger van reeds eerder gevonden resten van deze poort. Bij rioleringswerkzaamheden in de Wheme is het buitenste deel van de 16e eeuwse stadsgracht aangetroffen met resten van de wal die rond 1600 aan de buitenzijde daarvan een ring van ravelijnen verbond. Verder is de rand van een eiland of zandplaat aangegeven, die op kaarten uit die tijd is ingetekend. Ten slotte is insteek aan de stadszijde aangetroffen van de vestinggracht uit 1618-1627. Deze ligt 10 meter stadwaarts van de reconstructie van Van der Pluijm uit 1999.&lt;/p&gt;
DOI: 10.3535/apf-drp-q5b
title: Danaus (Salatura) genutia (Cramer, 1779)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fdt-zjd-lw9
title: Tellervo Kirby, 1894

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9ha-th0-e6q
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zes-21s-nzy
title: Taenaris domitilla Hewitson, 1861

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-x4k-7nev
title: PAN-00007892 - Knickfibel Almgren 20

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00007892&lt;/p&gt;
description: Modified: 2019-04-25T10:52:42+02:00
DOI: 10.3535/420-77m-4dw
title: Euploea tulliolus nautilus Martin, 1915

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4vx-e17-4m5
title: Euploea phaenareta locupletior (Fruhstorfer, 1899)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/852-213-xyj
title: Smerinthus ocellata Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-x4k-7xeg
title: PAN-00053718 - early medieval enamelled disc brooch variant A1

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00053718&lt;/p&gt;
description: Modified: 2019-10-28T09:22:38+01:00
DOI: 10.3535/k35-c3q-jbm
title: Eurema

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wpj-cwn-8ks
title: Cerura (Cerura) vinula (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.kcsczb
title: Occurrence Download

description: A dataset containing 32497 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-23.78123 15.33622,-23.8296 15.07517,-23.71315 14.90904,-23.48921 14.87787,-23.38351 15.0025,-23.44621 15.11668,-23.61641 15.26364,-23.66119 15.28784,-23.68807 15.34313,-23.76152 15.34831,-23.78123 15.33622))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 32497 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087758-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/3xp-3lk-6fs
title: Saletara

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7fc-txt-fbk
title: Smerinthus ocellata Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-x4k-at95
title: PAN-00103327 - symmetrical buckle with simple integral bar and two oval frames Group D

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00103327&lt;/p&gt;
description: Modified: 2023-06-29T12:35:50+02:00
DOI: 10.3535/gnp-h8b-gq2
title: Danaus (Salatura) ismare (Cramer, 1780)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fz1-0ah-w2p
title: Laothoe populi Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xd6-2vn-m1f
title: Hebomoia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-x4k-bbsx
title: PAN-00032489 - wire brooch with stretched semi-circular bow

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00032489&lt;/p&gt;
description: Modified: 2019-10-04T10:29:36+02:00
DOI: 10.3535/9xl-2xf-6km
title: Oreixenica lathoniella Westwood, 1851

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w18-d52-t3x
title: Pieridae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/apk-ngg-kj3
title: Cerura (Cerura) vinula (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/csm-h4y-sf7
title: Vindula arsinoe (Cramer, 1777)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/42k-z1w-1fn
title: Ideopsis juventa (Cramer)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vzh-3y4-rte
title: Phalera (Phalera) bucephala (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-x4k-btgx
title: PAN-00025364 - coin/coin-related, Augustus (27 v.-14 na Chr.), as

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00025364&lt;/p&gt;
description: Modified: 2020-08-14T10:14:20+02:00
DOI: 10.3535/j3v-ezd-jbj
title: Laothoe populi Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9qn-p3v-pan
title: Laothoe populi Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tvk-4yz-xhz
title: Eurema

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wyd-282-v68
title: Macroglossum stellatarum Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-x4k-bxdk
title: PAN-00001690 - spoon-bow brooch variant Xanten

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00001690&lt;/p&gt;
description: Modified: 2019-04-18T08:44:15+02:00
DOI: 10.3535/tbz-fc0-6jh
title: Hemaris fuciformis Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kg4-e64-kj4
title: Euploea mulciber elwesii Doherty, 1891

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t14-vky-gzd
title: Deilephila porcellus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/017-d8c-yqe
title: Cepora iudith (Fabricius, 1787)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3pw-x6d-2s4
title: Cirrochroa Doubleday, 1847

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/84x-4es-nbh
title: Deilephila porcellus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j20-vhc-zjk
title: Appias lyncida (Cramer, [1779] )

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l7f-48g-3d3
title: Pareronia argolis (Felder & Felder, 1865)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r85-7y8-j56
title: Eurema blanda (Boisduval, 1836)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-x4k-cwqd
title: PAN-00080850 - Roman inlaid plate brooch (cheeks-hinge) group 3

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00080850&lt;/p&gt;
description: Modified: 2020-11-14T09:46:00+01:00
DOI: 10.3535/k2w-0ja-mq8
title: Danaus Kluk, 1802

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hqb-56r-gmb
title: Euploea eleusina (Cramer)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-x4k-dbxe
title: PAN-00029989 - symmetrical buckle with simple integral bar, oval

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00029989&lt;/p&gt;
description: Modified: 2019-10-04T10:15:59+02:00
DOI: 10.3535/r8v-b6w-dtv
title: Deilephila elpenor Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s1b-aga-75h
title: Hemaris fuciformis Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c68-as0-20g
title: Cethosia cydippe damasippe Felder, C. & Felder, R., 1859

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-x4k-dgcf
title: PAN-00101371 - coin/coin-related, provincie, duit

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00101371&lt;/p&gt;
description: Modified: 2023-07-28T14:54:32+02:00
DOI: 10.3535/ewt-7ab-m6s
title: Parantica aspasia philomela (Zincken, 1831)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nzp-5ht-sas
title: Euploea westwoodii leochares Fruhstorfer, 1910

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ev3-3pf-dme
title: Deilephila porcellus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gd4-9la-w9p
title: Cethosia biblis (Drury, 1770)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-x4k-e3t9
title: PAN-00053903 - coin/coin-related, Henry III (1216-1272) , penny

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00053903&lt;/p&gt;
description: Modified: 2021-02-02T10:53:50+01:00
DOI: 10.3535/a9e-wbd-dy7
title: Ideopsis juventa (Cramer)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mvf-x9w-vq7
title: Prioneris philonome (Boisduval, 1836)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/khz-9t9-1p3
title: Cepora perimale (Donovan, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zdz-s8n-gf0
title: Eurema lacteola (Distant, 1886)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-x4k-e5jp
title: Archeologisch onderzoek Doornwerthse Heide 3 te Heelsum

description: &lt;p&gt;Het plangebied ligt op de overgang van het beekdallandschap van de Heelsumse beek ten zuiden en het (dek)zandlandschap ten noorden. Mogelijk is een podzolbodem aanwezig. Op basis van het reeds uitgevoerde bureauonderzoek geldt voor het plangebied een hoge archeologische verwachting.&lt;/p&gt;&lt;p&gt;Tijdens het veldonderzoek is vastgesteld dat ter plaatse van het plangebied sprake is van een dekzandondergrond. Hoewel de beoogde boordichtheid niet bereikt kon worden, kan op basis van het uitgevoerde booronderzoek gesteld worden dat de bodem ter plaatse van het gehele plangebied verstoord is. Daarbij is het archeologische niveau aangetast. De verstoringen zijn waarschijnlijk het gevolg van afgravingen ten behoeve van de aanleg van de aanliggende snelweg en de huidige inrichting van het terrein. Het van de voren bepaalde aantal boringen kon niet worden gehaald. Het alsnog uitvoeren van karterende boringen levert naar verwachting echter geen andere resultaten op dan die reeds vastgesteld zijn.&lt;/p&gt;
DOI: 10.3535/esd-8tz-deg
title: Pieridae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/51x-037-l1s
title: Thaumantis odana Godart, 1824

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7jr-vfm-myg
title: Elymnias patna Westwood

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2qb-xrp-350
title: Parantica aspasia philomela (Zincken, 1831)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3q7-6fd-pp9
title: Danaus Kluk, 1802

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/efd-8fc-1gr
title: Cethosia myrina Felder, C. & Felder, R., 1865

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fbw-5jx-aa6
title: Tellervo Kirby, 1894

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yxx-973-xsk
title: Hemaris fuciformis Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2y9-9t7-tp7
title: Cepora iudith (Fabricius, 1787)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.