cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/twc-bme-xxy
title: Paradentalium americanum (Chenu, 1843)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g51-5se-ltl
title: Oliva carneola (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gbw-jhx-m76
title: Conus sanguinolentus Quoy & Gaimard, 1834

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/44x-grj-em7
title: Tritia mutabilis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ze1-fwt-lt0
title: Caecum debile A. E. Verrill & K. J. Bush, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4d3-6ve-599
title: Ericusa sowerbyi (Kiener, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1s8-g6p-cnn
title: Nassarius obvelatus (Deshayes, 1833)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zxb-j3q-1xw
title: Aporrhais pespelecani (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ayt-ba7-n25
title: Stomacosmethis perakensis (Crosse, 1879)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qsy-s5p-bbq
title: Pardalinops aspersus (G. B. Sowerby I, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2xh-74m-mq4
title: Tonicia atrata (G. B. Sowerby II, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6s9-lbt-xmf
title: Gastrochaena hians (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dck-7nd-dt9
title: Allopeas gracile (T. Hutton, 1834)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jwx-kwg-hb2
title: Engina mendicaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w6p-v86-bp7
title: Harpa major Röding, 1798

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jv0-8ac-jbh
title: Patella rustica Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pp4-747-7rh
title: Conus terebra Born, 1778

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mxy-mjp-ach
title: Placuna quadrangula (Philipsson, 1788)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.13943886
title: Data for: Downscaled gridded global dataset for Gross Domestic Product (GDP) per capita at purchasing power parity (PPP) over 1990-2022

description: PLEASE USE THE LATEST VERSION INSTEAD OF THIS ONE 

 

This dataset provides a gridded dataset for GDP per capita at purchasing power parity (PPP) downscaled to an admin 2 level (43,501 admin units). The dataset is based on reported subnational admin data (from 89 countries and 2,708 subnational units) and spans three decades from 1990 to 2022. 

The dataset is presented in details in the following publication. Please cite this paper when using data. 

Kummu, M., Kosonen, M. & Masoumzadeh Sayyar, S. 2025. Downscaled gridded global dataset for gross domestic product (GDP) per capita PPP over 1990–2022. Scientific Data 12: 178. https://doi.org/10.1038/s41597-025-04487-x

Code is available at: https://github.com/mattikummu/griddedGDPpc 

 

The following data is given (formats in brackets)



GDP per capita (PPP) at admin 0 level (national) (GeoTIFF, gpkg, csv)

GDP per capita (PPP) at admin 1 level (at the level of reporting, either admin 1 level or admin 0 level) (GeoTIFF, gpkg, csv)

GDP per capita (PPP) at admin 2 level (downscaled from admin 1 level) (GeoTIFF, gpkg, csv)

Total GDP (PPP), downscaled admin 2 level GDP per capita (PPP) multiplied by gridded population count, with three resolutions: 30 arc-sec, 5 arc-min, and 30 arc-min (GeoTIFF) 

Input data for the script that was used to generate the data above (code_input_data.zip). Code available at https://github.com/mattikummu/griddedGDPpc 


Files are named as followsFormat: raster data (GeoTIFF) starts with rast_*, polygon data (gpkg) with polyg_*, and tabulated with tabulated_*. Admin levels: adm0 for admin 0 level, adm1 for admin 1 level, and adm2 for admin 2 levelProduct type: GDP per capita at purchasing power parity (PPP): _gdp_perCapita_; and total GDP at purchasing power parity (PPP): _gdp_tot_

 

Metadata 

Grids for GDP per capita data:

Resolution: 5 arc-min (0.083333333 degrees)  (for admin 2 level also 30 arc-min, 0.5 degree, resolution is provided)

Spatial extent: Lon: -180, 180; -90, 90 (xmin, xmax, ymin, ymax) 

Coordinate ref system: EPSG:4326 - WGS 84 

Format: Multiband geotiff; each band for each year over 1990-2022 

Unit: USD in 2017 international dollars

 

Grids for total GDP:

Resolution: 30 arc-sec, 5 arc-min or 30 arc-min

Spatial extent: Lon: -180, 180; -90, 90 (xmin, xmax, ymin, ymax) 

Coordinate ref system: EPSG:4326 - WGS 84 

Format: Multiband geotiff; each band for each year over 1990-2022 (5 arc-min, 30 arc-min) or for each five years 1990, 1995, ... 2015, 2020 (30 arc-sec)

Unit: USD in 2017 international dollars

 

Geospatial polygon (gpkg) files: 

Spatial extent: -180, 180; -90, 83.67 (xmin, xmax, ymin, ymax) 

Temporal extent: annual over 1990-2022

Coordinate ref system: EPSG:4326 - WGS 84 

Format: gkpk 

Unit:  USD in 2017 international dollars
DOI: 10.3535/4vj-8d4-lwn
title: Macroschisma productum A. Adams, 1851

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f0n-405-3zk
title: Buccinum undatum Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tqa-elq-z4j
title: Balea perversa (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7zg-wcy-xl6
title: Naria eburnea (Barnes, 1824)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/57s-45n-2sg
title: Laevicaulis alte (A. Férussac, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m2a-d2m-8qb
title: Pythia chrysostoma Tapparone Canefri, 1883

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/db5-nwb-637
title: Eurytellina punicea (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/znl-v5z-5vz
title: Cardita calyculata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mg5-x93-sz3
title: Chlamys ruschenbergerii (Tryon, 1870)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kjx-beh-z6s
title: Pseudoliotia pulchella (Dunker, 1860)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/geh-zl1-gpn
title: Bornia geoffroyi (Payraudeau, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n8l-6yd-hlb
title: Carychium minimum O. F. Müller, 1774

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/93p-g09-zby
title: Turritella cochlea Reeve, 1849

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3k3-aw8-r8n
title: Nassarius stolatus (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vx5-awl-6df
title: Tritia varicosa (W. Turton, 1825)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9jk-59b-8ny
title: Conus parvatus Walls, 1979

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bf5-zxy-z9n
title: Caecum clarkii P. P. Carpenter, 1859

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h02-dmb-24x
title: Ptychobela opisthochetos Kilburn, 1989

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eyq-yac-9ke
title: Clanculus atricatena Tomlin, 1921

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gqn-7lh-7d4
title: Conus striatus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9vq-wwd-ne1
title: Dulcerana granularis (Röding, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sy3-6sp-yq4
title: Truncatella caribaeensis Reeve, 1842

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1cj-alq-8dw
title: Bulimulus fraterculus fraterculus (Potiez & Michaud, 1838)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/91c-wxc-9qj
title: Coelatura aegyptiaca (Cailliaud, 1823)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vsl-64b-fxp
title: Pedipes mirabilis (Megerle von Mühlfeld, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9n5-e4e-5mm
title: Strigatella lugubris (Swainson, 1821)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dl0-ek0-y6j
title: Trochita trochiformis (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gax-s9q-g0y
title: Vexillum vulpecula (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xpc-bea-qrb
title: Fluviopupa gracilis (Iredale, 1944)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c24-chf-eqm
title: Conus tabidus Reeve, 1844

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xbh-6sk-7fv
title: Conus algoensis G. B. Sowerby I, 1834

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/htp-p1n-2x8
title: Conus nigromaculatus Röckel & Moolenbeek, 1992

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1fg-ak9-xnx
title: Talostolida teres (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rbt-922-r95
title: Marcia cordata (Forsskål, 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9dj-3ke-mqz
title: Pronucula surinamensis (van Regteren Altena, 1968)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9h9-f0w-qh6
title: Latona sordida (Hanley, 1845)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e1c-gve-z57
title: Siphonalia mikado Melvill, 1888

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/td8-z0x-yvx
title: Vexillum subdivisum (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bxb-v98-ntm
title: Mactra fragilis Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jwe-azz-ea2
title: Tellidora burneti (Broderip & G. B. Sowerby I, 1829)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k6t-1zw-brn
title: Meropesta nicobarica (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.10976733
title: Data for: Downscaled gridded global dataset for Gross Domestic Product (GDP) per capita at purchasing power parity (PPP) over 1990-2022

description: This dataset provides a gridded dataset for GDP per capita at purchasing power parity (PPP) downscaled to an admin 2 level (43,501 admin units). The dataset is based on reported subnational admin data (from 89 countries and 2,708 subnational units) and spans three decades from 1990 to 2022. 

The dataset is presented in details in the following publication. Please cite this paper when using data. 

Kummu, M., Kosonen, M. & Masoumzadeh Sayyar, S. 2025. Downscaled gridded global dataset for gross domestic product (GDP) per capita PPP over 1990–2022. Scientific Data 12: 178. https://doi.org/10.1038/s41597-025-04487-x

Code is available at: https://github.com/mattikummu/griddedGDPpc 

 

The following data is given (formats in brackets)



GDP per capita (PPP) at admin 0 level (national) (GeoTIFF, gpkg, csv)

GDP per capita (PPP) at admin 1 level (at the level of reporting, either admin 1 level or admin 0 level) (GeoTIFF, gpkg, csv)

GDP per capita (PPP) at admin 2 level (downscaled from admin 1 level) (GeoTIFF, gpkg, csv)

Total GDP (PPP), downscaled admin 2 level GDP per capita (PPP) multiplied by gridded population count, with three resolutions: 30 arc-sec, 5 arc-min, and 30 arc-min (GeoTIFF) 

Input data for the script that was used to generate the data above (code_input_data.zip). Code available at https://github.com/mattikummu/griddedGDPpc 


Files are named as followsFormat: raster data (GeoTIFF) starts with rast_*, polygon data (gpkg) with polyg_*, and tabulated with tabulated_*. Admin levels: adm0 for admin 0 level, adm1 for admin 1 level, and adm2 for admin 2 levelProduct type: GDP per capita at purchasing power parity (PPP): _gdp_perCapita_; and total GDP at purchasing power parity (PPP): _gdp_tot_

 

Metadata 

Grids for GDP per capita data:

Resolution: 5 arc-min (0.083333333 degrees)  (for admin 2 level also 30 arc-min, 0.5 degree, resolution is provided)

Spatial extent: Lon: -180, 180; -90, 90 (xmin, xmax, ymin, ymax) 

Coordinate ref system: EPSG:4326 - WGS 84 

Format: Multiband geotiff; each band for each year over 1990-2022 

Unit: USD in 2017 international dollars

 

Grids for total GDP:

Resolution: 30 arc-sec, 5 arc-min or 30 arc-min

Spatial extent: Lon: -180, 180; -90, 90 (xmin, xmax, ymin, ymax) 

Coordinate ref system: EPSG:4326 - WGS 84 

Format: Multiband geotiff; each band for each year over 1990-2022 (5 arc-min, 30 arc-min) or for each five years 1990, 1995, ... 2015, 2020 (30 arc-sec)

Unit: USD in 2017 international dollars

 

Geospatial polygon (gpkg) files: 

Spatial extent: -180, 180; -90, 83.67 (xmin, xmax, ymin, ymax) 

Temporal extent: annual over 1990-2022

Coordinate ref system: EPSG:4326 - WGS 84 

Format: gkpk 

Unit:  USD in 2017 international dollars
DOI: 10.5281/zenodo.10976734
title: Data for: Downscaled gridded global dataset for Gross Domestic Product (GDP) per capita at purchasing power parity (PPP) over 1990-2022

description: PLEASE USE THE LATEST VERSION INSTEAD OF THIS ONE 

This dataset provides a gridded dataset for GDP per capita at purchasing power parity (PPP) downscaled to an admin 2 level (43,501 admin units). The dataset is based on reported subnational admin data (from 89 countries and 2,708 subnational units) and spans three decades from 1990 to 2022. 

The dataset is presented in details in the following publication. Please cite this paper when using data. 

Kummu et al. 2024. Downscaled gridded global dataset for gross domestic product (GDP) per capita PPP over 1990-2022. Submitted to Scientific Data. 

Preprint is available at: https://doi.org/10.21203/rs.3.rs-4321741/v1

Code is available at: https://github.com/mattikummu/griddedGDPpc 

 

The following data is given (formats in brackets)



GDP per capita (PPP) at admin 0 level (national) (GeoTIFF, gpkg, csv)

GDP per capita (PPP) at admin 1 level (at the level of reporting, either admin 1 level or admin 0 level) (GeoTIFF, gpkg, csv)

GDP per capita (PPP) at admin 2 level (downscaled from admin 1 level) (GeoTIFF, gpkg, csv)

Total GDP (PPP), downscaled admin 2 level GDP per capita (PPP) multiplied by gridded population count, with three resolutions: 30 arc-sec, 5 arc-min, and 30 arc-min (GeoTIFF) 

Input data for the script that was used to generate the data above (code_input_data.zip). Code available at https://github.com/mattikummu/griddedGDPpc 


Files are named as followsFormat: raster data (GeoTIFF) starts with rast_*, polygon data (gpkg) with polyg_*, and tabulated with tabulated_*. Admin levels: adm0 for admin 0 level, adm1 for admin 1 level, and adm2 for admin 2 levelProduct type: GDP per capita at purchasing power parity (PPP): _gdp_pc_; and total GDP at purchasing power parity (PPP): _gdp_tot_

 

Metadata 

Grids for GDP per capita data:

Resolution: 5 arc-min (0.083333333 degrees) 

Spatial extent: Lon: -180, 180; -90, 90 (xmin, xmax, ymin, ymax) 

Coordinate ref system: EPSG:4326 - WGS 84 

Format: Multiband geotiff; each band for each year over 1990-2022 

Units: USD in 2017 international dollars

 

Grids for total GDP:

Resolution: 30 arc-sec, 5 arc-min or 30 arc-min

Spatial extent: Lon: -180, 180; -90, 90 (xmin, xmax, ymin, ymax) 

Coordinate ref system: EPSG:4326 - WGS 84 

Format: Multiband geotiff; each band for each year over 1990-2020 (5 arc-min, 30 arc-min) or for each five years 1990, 1995, ... 2015, 2020 (30 arc-sec)

Units: USD in 2017 international dollars

 

Geospatial polygon (gpkg) files: 

Spatial extent: -180, 180; -90, 83.67 (xmin, xmax, ymin, ymax) 

Temporal extent: annual over 1990-2022

Coordinate ref system: EPSG:4326 - WGS 84 

Format: gkpk 

Units:  USD in 2017 international dollars
DOI: 10.3535/vbv-1cj-s51
title: Caecum auriculatum de Folin, 1868

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xqz-1jv-4tv
title: Anadara oceanica (Lesson, 1831)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d0p-tyk-2gq
title: Conasprella puncticulata (Hwass, 1792)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g50-ydz-bt3
title: Oliva fulgurator (Röding, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d08-2gv-jkf
title: Myurella conspersa (Hinds, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n1g-dmn-vhr
title: Conus radiatus Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dth-pjd-j6c
title: Conus victoriae Reeve, 1843

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h53-8fy-8t4
title: Chama limbula Lamarck, 1819

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nsw-tgb-45n
title: Vexillum subdivisum (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q8z-x5f-3wa
title: Echinolittorina melanacme (E. A. Smith, 1876)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f6b-m73-6mm
title: Atactodea striata (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sgf-lg7-4px
title: Mangelia unifasciata (Deshayes, 1835)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2ap-ywk-v9w
title: Helicella itala (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ylx-yfk-cd6
title: Strigatella scutulata (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h5h-myd-mtk
title: Euthria cornea (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l3z-6lq-hl8
title: Rhyssoplax olivacea (Spengler, 1797)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cp7-v57-1mj
title: Allopeas gracile (T. Hutton, 1834)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k6s-01y-tbb
title: Allopeas gracile (T. Hutton, 1834)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wgm-h8v-7te
title: Janthina janthina (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jfd-j25-3mb
title: Semicassis saburon (Bruguière, 1792)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jms-qvz-7wt
title: Imbricaria bacillum (Lamarck, 1811)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0c5-27v-9yn
title: Pseudomacalia antillarum (A. d'Orbigny, 1853)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/691-26w-kyp
title: Corbula fortisulcata E. A. Smith, 1879

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4ee-6k7-4ck
title: Indomodulus tectum (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nyy-nn4-9vp
title: Dendrofissurella scutellum (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rgc-y5n-c34
title: Pusia savignyi (Payraudeau, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8rj-249-na0
title: Biomphalaria Preston, 1910

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vz8-t30-tsa
title: Caecum clarkii P. P. Carpenter, 1859

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dtq-f9y-3sj
title: Cecilioides tumulorum (Bourguignat, 1856)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bwa-q3e-l2k
title: Conus musicus Hwass, 1792

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/knc-yxy-jyn
title: Filopaludina javanica (von dem Busch, 1844)

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