cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17823212
title: Cleaned Airbnb Listings Dataset

description: This dataset contains a cleaned and pre-processed version of the publicly available Airbnb Listings dataset originally published on Kaggle. The raw dataset is available from:

Airbnb Listings (Kaggle):https://www.kaggle.com/datasets/ulrikthygepedersen/airbnb-listings

The original dataset is licensed under Creative Commons Attribution 4.0 (CC BY 4.0), which permits sharing, adaptation, and redistribution with attribution. This cleaned dataset is a derived work and continues to follow the CC BY 4.0 licensing requirements.

Purpose of This Cleaned Dataset

The goal of this dataset is to provide a well-structured, analysis-ready version of the original Airbnb listings data. It was created as part of a data-cleaning and analysis workflow for a practical portfolio project involving Python, SQL, and visualisation tools.

The cleaned dataset is intended for:





Exploratory data analysis (EDA)




Machine learning or statistical modelling




Data visualisation projects




Demonstrating real-world data cleaning workflows




Teaching or portfolio examples



Cleaning and Transformation Steps

The following steps were applied to prepare the dataset for analysis:

1. Data Type Standardisation





Converted host_since to datetime format




Normalised boolean-like fields (e.g., t/f, yes/no) into proper Boolean types




Treated categorical text fields appropriately



2. Missing Value Handling





Imputed missing bedroom values using the median per property type




Created a has_reviews flag for entries with missing review scores




Preserved NA values in cases where imputation would distort meaning



3. Amenities Processing





Cleaned and standardised amenity strings




Extracted amenity indicators (e.g., WiFi)




Created an amenities_count feature



4. Column Normalisation and Cleanup





Removed unused or low-utility fields (e.g., district)




Standardised formatting for categorical and text fields



Relationship to Original Dataset

This cleaned dataset is derived from the Kaggle dataset listed above.Users wishing to reproduce the cleaning process should download the raw dataset from Kaggle and place it into the appropriate directory as described in the accompanying GitHub repository.

Associated GitHub Repository

The complete cleaning workflow, code, and project context are available here:

GitHub Repository:https://github.com/stephenjpdelta/portfolio-2025

License

This derived dataset is released under the CC BY 4.0 license, consistent with the original data.Users should attribute the data creator as:



Airbnb Listings dataset by Ulrik Thyge Pedersen, used under CC BY 4.0.
DOI: 10.3535/r4c-l76-hjv
title: Lycaena Fabricius, 1807

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/vpj-dd4-kzs
title: Scopariinae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6bl-6x0-y32
title: Caradrina (Platyperigea) montana Bremer, 1864

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cps-snf-ay2
title: Lycaena Fabricius, 1807

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jp7-j7t-60p
title: Indalia lutarella (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/1dn-jjj-xzh
title: Glaucopsyche alexis (Poda, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/y06-gv7-p5y
title: Agrochola (Anchoscelis) Guenée, 1839

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/dfz-y3d-k4p
title: Agrochola (Anchoscelis) Guenée, 1839

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5yr-dza-3fn
title: Lymantria (Lymantria) monacha (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/pec-72w-7dq
title: Parastichtis suspecta Hübner, 1809

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/9h4-bd9-f58
title: Diachrysia chrysitis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/th4-02k-zr8
title: Xestia (Pachnobia) speciosa Hübner, 1813

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.mx3zwg
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-87.62427 41.88093,-87.62061 41.88093,-87.62061 41.88425,-87.62427 41.88425,-87.62427 41.88093))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (November, September, May, April, March, August, July, June, October, January, February, December)",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Columba livia, Sturnus vulgaris, Larus delawarensis, Turdus migratorius, Passer domesticus)",
 "Year is 2025"
 ]
}

 The dataset includes 47 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029916-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/hqt-qfp-t5v
title: Amphipoea oculea Linnaeus, 1761

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xc7-8c7-w4n
title: Diachrysia chrysitis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ckj-wbm-hkm
title: Aglais urticae (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/vzp-qzq-qkr
title: Spaelotis ravida [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/t8t-2pd-ss4
title: Dryobotodes (Dryobotodes) eremita Fabricius, 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/x4m-34d-91b
title: Amphipoea oculea Linnaeus, 1761

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6vt-seq-rsl
title: Indalia lutarella (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/y8c-rmp-kla
title: Dryobotodes (Dryobotodes) eremita Fabricius, 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.xqjt96
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phytophthora arenaria",
 "HasCoordinate is true",
 "Year is greater than or equal to 1980"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029917-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/vc1-fg0-qde
title: Eudonia lacustrata Panzer, 1804

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fs1-1rk-g73
title: Parastichtis suspecta Hübner, 1809

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/lkn-ljc-ckd
title: Eudonia lacustrata Panzer, 1804

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5ar-387-ngk
title: Hydraecia micacea Esper, 1789

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rdm-h3h-g7j
title: Celaena haworthii Curtis, 1829

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/c733bjz4m3
title: Image Dataset of Local Indonesian Soybean Seed Varieties (Anjasmoro, Grobogan, and DEGA-1)

description: This dataset contains high-resolution scanned images of local Indonesian soybean seed varieties, namely Anjasmoro, Grobogan, and DEGA-1. The images were captured using a flatbed scanner under standardized conditions to ensure consistency in lighting, resolution, and background. Each seed was placed flat on the scanner glass to minimize distortion and maximize the visibility of morphological characteristics.

The dataset includes both raw seed images and segmented seed images. The segmentation process was applied to isolate individual seeds from the background, allowing for more precise analysis of shape, size, color, and texture. These features are crucial indicators in assessing seed quality and potential productivity, and thus the dataset can serve as a valuable resource for research in seed science, plant breeding, and agricultural technology.

Potential applications of this dataset include seed classification, variety identification, quality assessment, machine learning model training for automated seed recognition, and digital phenotyping studies. Researchers and practitioners in plant breeding and agricultural informatics may particularly benefit from this open dataset as it provides a benchmark for developing seed analysis methodologies.
DOI: 10.3535/fc5-v52-fh4
title: Coscinia cribraria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/mls-7eh-tb3
title: Macrochilo cribrumalis (Hübner, 1793)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/9r1-2r0-53y
title: Episcythrastis Meyrick, 1937

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/a2z-etb-6mv
title: Drepana falcataria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/c733bjz4m3.3
title: Image Dataset of Local Indonesian Soybean Seed Varieties (Anjasmoro, Grobogan, and DEGA-1)

description: This dataset contains high-resolution scanned images of local Indonesian soybean seed varieties, namely Anjasmoro, Grobogan, and DEGA-1. The images were captured using a flatbed scanner under standardized conditions to ensure consistency in lighting, resolution, and background. Each seed was placed flat on the scanner glass to minimize distortion and maximize the visibility of morphological characteristics.

The dataset includes both raw seed images and segmented seed images. The segmentation process was applied to isolate individual seeds from the background, allowing for more precise analysis of shape, size, color, and texture. These features are crucial indicators in assessing seed quality and potential productivity, and thus the dataset can serve as a valuable resource for research in seed science, plant breeding, and agricultural technology.

Potential applications of this dataset include seed classification, variety identification, quality assessment, machine learning model training for automated seed recognition, and digital phenotyping studies. Researchers and practitioners in plant breeding and agricultural informatics may particularly benefit from this open dataset as it provides a benchmark for developing seed analysis methodologies.
DOI: 10.3535/mxn-1db-dn1
title: Araschnia levana (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wxm-x6d-086
title: Catoptria falsella [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xkz-epr-bgq
title: Xestia (Pachnobia) laetabilis Zetterstedt, 1839

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/h2q-5wl-381
title: Catoptria falsella [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kbe-s7y-fwr
title: Xestia (Pachnobia) speciosa Hübner, 1813

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/10h-4et-t6p
title: Pediasia aridella Thunberg, 1788

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qek-8hr-3wy
title: Pediasia aridella Thunberg, 1788

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/pq5-kgp-qwb
title: Pediasia aridella Thunberg, 1788

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ydf-kg5-ghq
title: Leucoma salicis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/dqk-175-rr8
title: Amphipoea oculea Linnaeus, 1761

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ev5-bjk-rj1
title: Anthocharis cardamines (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5g8-0dy-2y1
title: Indalia lutarella (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hqa-pqv-19q
title: Athetis (Athetis) gluteosa (Treitschke, 1835)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/4cl-nae-hmy
title: Spaelotis ravida [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fwv-ldq-x4w
title: Episcythrastis Meyrick, 1937

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/l3s-b5w-6af
title: Indalia lutarella (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qzg-3fj-7tq
title: Catoptria permutatellus Herrich-Schäffer, 1849

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/9dl-dls-qkm
title: Lycaena Fabricius, 1807

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rcr-hcz-6g6
title: Amphipoea oculea Linnaeus, 1761

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/811-bx5-as6
title: Diachrysia chrysitis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wpe-qwf-ht7
title: Amphipoea fucosa Freyer, 1830

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/5c38htp3vw.1
title: Data in the manuscript entitled "Geochemical behavior of Cu and its isotopes in abyssal sediments from the southern Mariana Trench"

description: The contents contain 8 figures and 1 table.
DOI: 10.3535/eyg-s5s-169
title: Eudonia lacustrata Panzer, 1804

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qfr-11p-1hb
title: Coenonympha iphis [Denis & Schiffermüller], 1776

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/stg-9g7-a6t
title: Myelois cribrella Hübner, 1796

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/19b-rm0-5zg
title: Agrochola (Anchoscelis) Guenée, 1839

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/489-2x7-fsp
title: Drepana falcataria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ynr-9dm-dzn
title: Exaeretia ciniflonella Zeller, 1846

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/7dt-rsp-726
title: Drepana falcataria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/a62-n72-may
title: Arctia plantaginis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/pz8-zrp-ae1
title: Drepana falcataria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17026/ar/ijvuei
title: Archeologisch en cultuurhistorisch vooronderzoek in het kader van het project ‘Friese IJsselmeerkust’, Locatie 1 Makkumer Zuidwaard en Kooiwaard, gemeente Súdwest-Fryslân
title: Ruimtelijk advies op basis van een archeologisch en cultuurhistorisch bureauonderzoek

description: BO
DOI: 10.17632/mynvsfb2yj.1
title: Integrative Proteomics and Metabolomics Analysis Reveals the Anti-Inflammatory Mechanisms of Soufeng Yuchuan Decoction in Asthma

description: This dataset contains the complete raw and processed data supporting the study entitled “Integrative Proteomics and Metabolomics Analysis Reveals the Anti-Inflammatory Mechanisms of Soufeng Yuchuan Decoction in Asthma”.In vivo data (ovalbumin-induced asthmatic rat model):Hematoxylin-eosin (H&E) stained histopathological images of rat lung tissue; Original Western blot images and quantitative data of key ferroptosis-related proteins: glutathione peroxidase 4 (GPX4), solute carrier family 7 member 11 (SLC7A11), solute carrier family 3 member 2 (SLC3A2), glutamate-cysteine ligase catalytic subunit (GCLC), glutathione synthetase (GSS), and voltage-dependent anion channel 2 (VDAC2); Levels of IgE, IL-6, and IL-13 in bronchoalveolar lavage fluid (BALF); Biochemical assay results: reduced glutathione (GSH) levels in lung tissue and serum.
In vitro data (erastin-induced ferroptosis model in BEAS-2B human bronchial epithelial cells):
Raw data of cell viability measured by Cell Counting Kit-8 (CCK-8); Fluorescence images and quantitative data of 5-ethynyl-2′-deoxyuridine (EdU) cell proliferation assay; ELISA results for malondialdehyde (MDA), superoxide dismutase (SOD), total iron content, and GSH/GSSG ratio; Original Western blot images, quantitative data, and RT-qPCR raw Ct values with normalized expression of GPX4, GCLC, GSS, SLC7A11, SLC3A2, and VDAC2
The dataset enables full reproduction and independent verification of all in vivo and in vitro experimental results presented in the associated manuscript.
DOI: 10.3535/763-d2y-60p
title: Diachrysia chrysitis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/584-jkh-5f9
title: Orthosia (Monima) populeti Fabricius, 1781

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/9crbd65t2t.1
title: research data

description: The table data includes the number of hidden layer nodes, Fengweimeigui quality data, Weidi quality data, and correlation data.
DOI: 10.3535/k2p-a7d-1ek
title: Noctuidae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/1n6-ybd-nt0
title: Ochropleura plecta Linnaeus, 1761

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/vj8-6vk-7w1
title: Amphipoea oculea Linnaeus, 1761

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/lcs-4p4-f48
title: Episcythrastis Meyrick, 1937

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/q34-qqk-mkb
title: Agrochola (Anchoscelis) Guenée, 1839

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wlp-f0t-xt3
title: Agrochola (Anchoscelis) Guenée, 1839

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17026/ar/bkhcpn
title: PAN-00126718 - coin/coin-related, Antoninus Pius (138-161), dupondius

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00126718&lt;/p&gt;
description: Modified: 2025-09-30T07:48:41+02:00
DOI: 10.3535/85r-zmd-m7s
title: Maniola jurtina (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xrp-esw-cdz
title: Anthocharis cardamines (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/etr-7by-71b
title: Glaucopsyche alexis (Poda, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rz5-agd-cnf
title: Agrochola (Anchoscelis) Guenée, 1839

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ea5-e96-qqg
title: Lycaena virgaureae (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/eg1-dce-kvz
title: Drepana falcataria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/4dk-bcw-a9n
title: Myelois cribrella Hübner, 1796

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zl0-7sx-sy6
title: Agrochola (Leptologia) Prout, 1901

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/405-b4g-rnz
title: Celaena haworthii Curtis, 1829

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/dxt-q5w-t38
title: Orthosia (Monima) populeti Fabricius, 1781

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/m9w-3j0-cq2
title: Amphipoea fucosa Freyer, 1830

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ng5-3sc-0dt
title: Indalia lutarella (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/4m8-agk-12w
title: Spaelotis ravida [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/9cz-7ks-wqt
title: Argynnis paphia (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/9eh-863-wwe
title: Myelois cribrella Hübner, 1796

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/lbq-lc2-mss
title: Lithophane (Lithophane) consocia Borkhausen, 1792

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nte-vx4-c6a
title: Argynnis paphia (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/p95-8nn-aw7
title: Catoptria permutatellus Herrich-Schäffer, 1849

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/24w-3gz-7nx
title: Agrochola (Anchoscelis) Guenée, 1839

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.