cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18130709
title: Global Snow-free Leaf Area Index Dataset for Earth System Modeling – Year 2015

description: The snow-free Leaf Area Index (LAI) dataset is a global monthly LAI product developed for land surface and earth system modeling. It covers the period from 1985 to 2020 at 500 m spatial resolution and aims to constrain the underestimation of LAI in snow-covered regions caused by snow contamination.

The dataset was generated by integrating reprocessed MODIS Collection 6.1 LAI and GIMMS LAI4g products with plant functional type (PFT) information. Snow-affected areas were identified using satellite-based observations, and LAI was corrected at the PFT level using leaf lifespan constraints derived from the TRY plant trait database. The resulting snow-free LAI better represents the phenology of evergreen vegetation and is intended to support studies of vegetation–snow interactions, land surface processes, and earth system modeling.

The dataset is provided in NetCDF format using a 5° × 5° spatial tiling scheme, with files corresponding to each 30° × 30° region packaged into a single tar archive, named as RG_{latN}_{lonW}_{latS}_{lonE}.LSAI500m.{YEAR}.tar. Due to the large volume of the full long-term dataset, this deposition provides data for the year 2015 only. Data for 2005 are available at https://doi.org/10.5281/zenodo.18098037, and data for other years can be provided upon request. The corresponding PFT dataset is available at https://doi.org/10.5281/zenodo.18139027.
DOI: 10.5281/zenodo.18130708
title: Global Snow-free Leaf Area Index Dataset for Earth System Modeling – Year 2015

description: The snow-free Leaf Area Index (LAI) dataset is a global monthly LAI product developed for land surface and earth system modeling. It covers the period from 1985 to 2020 at 500 m spatial resolution and aims to constrain the underestimation of LAI in snow-covered regions caused by snow contamination.

The dataset was generated by integrating reprocessed MODIS Collection 6.1 LAI and GIMMS LAI4g products with plant functional type (PFT) information. Snow-affected areas were identified using satellite-based observations, and LAI was corrected at the PFT level using leaf lifespan constraints derived from the TRY plant trait database. The resulting snow-free LAI better represents the phenology of evergreen vegetation and is intended to support studies of vegetation–snow interactions, land surface processes, and earth system modeling.

The dataset is provided in NetCDF format using a 5° × 5° spatial tiling scheme, with files corresponding to each 30° × 30° region packaged into a single tar archive, named as RG_{latN}_{lonW}_{latS}_{lonE}.LSAI500m.{YEAR}.tar. Due to the large volume of the full long-term dataset, this deposition provides data for the year 2015 only. Data for 2005 are available at https://doi.org/10.5281/zenodo.18098037, and data for other years can be provided upon request. The corresponding PFT dataset is available at https://doi.org/10.5281/zenodo.18139027.
DOI: 10.3535/tyk-btq-cl4
title: Semele crenulata (G. B. Sowerby I, 1853)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z1n-s2v-rd7
title: Vexillum pisolinum (Lamarck, 1811)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r8r-ml7-fce
title: Clanculus limbatus (Quoy & Gaimard, 1834)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fe2-n7z-d3b
title: Tapes sulcarius (Lamarck, 1818)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x9t-xre-e6k
title: Siphonaria serrata (Fischer von Waldheim, 1807)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2mz-1lf-v3m
title: Amusium pleuronectes (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a9c-deg-rpm
title: Volutella muricata (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7er-hty-mnb
title: Laevicardium serratum (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d39-ymz-t89
title: Anomia ephippium Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w92-bng-9c6
title: Haustrum haustorium (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5y1-gfw-77t
title: Codakia orbicularis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cbx-bz3-evr
title: Turbo imperialis Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r3n-tey-fxl
title: Scaeochlamys livida (Lamarck, 1819)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7pa-dqm-9hc
title: Turritriton labiosus (W. Wood, 1828)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7yn-swn-9qt
title: Melongena melongena (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hd6-cnh-grk
title: Arene tricarinata (Stearns, 1872)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sta-3h0-d5s
title: Batissa violacea (Lamarck, 1818)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1en-lx2-1tc
title: Circe plicatina (Lamarck, 1818)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4lr-fm7-ww8
title: Nebularia incompta ([Lightfoot], 1786)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ns1-lrs-9sf
title: Melanella Bowdich, 1822

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5nw-ty6-tve
title: Mitromorpha olivoidea (Cantraine, 1835)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q71-szz-kvq
title: Hyphantosoma intricatum (Dautzenberg, 1908)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tj0-fzr-m9k
title: Azorinus chamasolen (da Costa, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x8n-j2c-qfa
title: Alcithoe jaculoides A. W. B. Powell, 1924

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nke-cvb-a5s
title: Hexaplex brassica (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/08d-dw9-xkq
title: Digitaria digitaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2wh-59g-tvp
title: Conus virgo Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8k6-wdn-c5j
title: Nodipecten subnodosus (G. B. Sowerby I, 1835)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fy9-g21-f2x
title: Brachidontes pharaonis (P. Fischer, 1870)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5fy-a9g-9mh
title: Lunella cinerea (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1j6-nyn-k61
title: Vexillum mica (Reeve, 1845)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k95-p6m-30n
title: Venerupis aspera (Quoy & Gaimard, 1835)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d1d-gmc-sk4
title: Trochotaia trochoides (E. von Martens, 1860)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gat-ntq-qxf
title: Gari depressa (Pennant, 1777)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p4p-4d8-ce6
title: Leporicypraea mappa mappa (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yvh-lwe-bcf
title: Decatopecten amiculum (R. A. Philippi, 1851)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8sa-wc9-zhv
title: Dentiovula colobica (M. Azuma & C. N. Cate, 1971)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ace-ka1-qrb
title: Mimachlamys sanguinea (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w08-lq9-a0t
title: Platyla elisabethae (L. Pintér & Szigethy, 1973)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4zd-l65-hlw
title: Chlamys farreri (K. H. Jones & Preston, 1904)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5h3-z9x-p8f
title: Craspedopoma monizianum R. T. Lowe, 1860

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dzz-azy-8en
title: Steromphala divaricata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h03-1dg-vs5
title: Leptopecten bavayi (Dautzenberg, 1900)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s57-87q-02j
title: Phalium glaucum (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/88e-6ty-bdm
title: Conus mustelinus Hwass, 1792

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cq2-2yp-ayq
title: Taphrenalla diadema (Dall, 1897)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2dn-g53-y04
title: Bulla quoyii J. E. Gray, 1843

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yg0-0j7-flh
title: Mactra Linnaeus, 1767

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/10p-h88-864
title: Zoila friendii (J. E. Gray, 1831)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/912-z9l-a9y
title: Conus tessulatus Born, 1778

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.yq26ct
title: Occurrence Download

description: A dataset containing 22504 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dryocopus martius",
 "MediaType is Image"
 ]
}

 The dataset includes 22504 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005038-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/tv0-3f4-der
title: Falsuszafrona dicomata (Dall, 1889)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m9a-j0p-js9
title: Bractechlamys oweni (De Gregorio, 1884)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rr5-efz-6j8
title: Naria helvola (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rzp-xdh-agx
title: Cittarium pica (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cd3-ke4-vsy
title: Chlamys farreri (K. H. Jones & Preston, 1904)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l8d-yzb-pg3
title: Prunum apicinum (Menke, 1828)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7m0-cnc-yyh
title: †Amussiopecten burdigalensis (Lamarck, 1806)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mmh-ecc-m3a
title: Conus arenatus Hwass, 1792

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nna-y5j-46f
title: Lunella cinerea (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0dg-6zx-5dx
title: Nassarius kochianus (Dunker, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0wd-hak-zkk
title: Nassarius obvelatus (Deshayes, 1833)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fk1-f6n-g4a
title: Phasianella solida (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ge9-qsl-7cs
title: Guildfordia aculeata Kosuge, 1979

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f1l-kag-wry
title: Lutraria rhynchaena Jonas, 1844

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fqy-78w-emh
title: Goriella sandroi Moolenbeek, 2008

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m67-3l8-5fj
title: Weinkauffia Weinkauff, 1873

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5ah-2vc-f96
title: Gloripallium maculosum (Forsskål, 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n7a-07a-6lz
title: Clanculus berthelotii (A. d'Orbigny, 1840)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x1q-np2-h8j
title: Pseudamussium clavatum (Poli, 1795)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1zl-ypf-24h
title: Steromphala divaricata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nxw-ram-dzc
title: Conus caracteristicus Fischer von Waldheim, 1807

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8v1-w8x-1p6
title: Pterygia dactylus (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s39-r3p-rdj
title: Mangelia striolata Risso, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8ea-x4s-8se
title: Caviturritella variegata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nh7-0sk-vje
title: Erronea onyx onyx (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ejl-vqy-4s7
title: Fissurella nubecula (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vbm-kjj-eg3
title: Amoria jansae van Pel & Moolenbeek, 2010

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

description: A dataset containing 5073 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((77.41329 -38.5257,77.26292 -38.61291,77.23886 -38.70013,77.26893 -38.82042,77.39825 -38.90162,77.55163 -38.93771,77.702 -38.89862,77.79523 -38.75426,77.76816 -38.61291,77.56065 -38.49863,77.41329 -38.5257,77.41329 -38.5257))",
 "Geometry POLYGON((77.35013 -37.64253,77.24788 -37.81696,77.30202 -37.9553,77.5005 -38.09965,77.69899 -38.06356,77.8253 -37.91921,77.77718 -37.6726,77.56667 -37.59441,77.35013 -37.64253))"
 ]
 },
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 5073 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005030-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/sw2-5ss-wjy
title: Clionella semicostata (Kiener, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gla-8ve-ggt
title: Astralium heimburgi (Dunker, 1882)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/glx-fcq-xjg
title: Pecten afribenedictus Kilburn & Dijkstra, 1995

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5g3-aae-alg
title: Fulvia scalata J. Vidal, 1994

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mzt-dv7-k2e
title: Euplica bidentata (Menke, 1843)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zef-r1b-1le
title: Glorichlamys elegantissima (Deshayes, 1863)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/03r-z4m-f40
title: Irus F. C. Schmidt, 1818

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8c5-qkx-j6h
title: Gutturnium muricinum (Röding, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cfs-s37-n6a
title: Monodonta Lamarck, 1799

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nn6-egx-kz0
title: Lithophaga antillarum (A. d'Orbigny, 1853)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.16842624
title: ISPAAD: Integrated Stress, Physical Activity, and Amusement Dataset
title: ISPAAD: Integrated Stress, Physical Activity, and Amusement Dataset

description: Long-term stress exposure is a leading cause of sickness in adults and may even cause physiological issues such as heart diseases. Developing systems to detect and monitor stressful events based on physiological signals can help prevent stress-induced severe health implications. Research in this domain has shown that it is possible to reliably distinguish stress and its absence and differentiate between different types of stress. However, publicly available data in the stress detection domain is rare, which limits the research possibilities. Moreover, datasets are usually very heterogeneous owing to variations in experimental protocols and sensors used to record physiological signals, which limits the comparability. This work presents ISPAAD, an integrated stress, physical activity, and amusement dataset to overcome aforementioned limitations. The dataset is intended for stress detection, in-depth analysis of different stressors, and physical and affective states.

The ISPAAD Dataset is provided in 5 different .csv files. The files corresponding to the phyisological signals (e.g., bvp, eda, acc, temp) each contain one sensor measurement per row as well as an identifier and the source dataset. The file corresponding to the labels includes the different interventions (e.g. baseline, cognitive stress, socio-evaluative stress) along with timestamps. The labels file includes the old identifiers from the data sources as well as the ones, created in the course of integrating the different datasets

The sources of the data are:

-WESAD (https://ubi29.informatik.uni-siegen.de/usi/data_wesad.html)

-Wearable Dataset (https://doi.org/10.13026/zzf8-xv61)

-VitaStress (https://github.com/paulvincenz/VitaStress)
DOI: 10.5281/zenodo.16842625
title: ISPAAD: Integrated Stress, Physical Activity, and Amusement Dataset
title: ISPAAD: Integrated Stress, Physical Activity, and Amusement Dataset

description: Long-term stress exposure is a leading cause of sickness in adults and may even cause physiological issues such as heart diseases. Developing systems to detect and monitor stressful events based on physiological signals can help prevent stress-induced severe health implications. Research in this domain has shown that it is possible to reliably distinguish stress and its absence and differentiate between different types of stress. However, publicly available data in the stress detection domain is rare, which limits the research possibilities. Moreover, datasets are usually very heterogeneous owing to variations in experimental protocols and sensors used to record physiological signals, which limits the comparability. This work presents ISPAAD, an integrated stress, physical activity, and amusement dataset to overcome aforementioned limitations. The dataset is intended for stress detection, in-depth analysis of different stressors, and physical and affective states.

The ISPAAD Dataset is provided in 5 different .csv files. The files corresponding to the phyisological signals (e.g., bvp, eda, acc, temp) each contain one sensor measurement per row as well as an identifier and the source dataset. The file corresponding to the labels includes the different interventions (e.g. baseline, cognitive stress, socio-evaluative stress) along with timestamps. The labels file includes the old identifiers from the data sources as well as the ones, created in the course of integrating the different datasets

The sources of the data are:

-WESAD (https://ubi29.informatik.uni-siegen.de/usi/data_wesad.html)

-Wearable Dataset (https://doi.org/10.13026/zzf8-xv61)

-VitaStress (https://github.com/paulvincenz/VitaStress)
DOI: 10.3535/z4j-n50-hjh
title: Trivirostra hordacea (Kiener, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5sm-xw2-bha
title: Trivirostra natalensis Schilder, 1932

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f3r-sfk-xh7
title: Similipecten similis (Laskey, 1811)

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