cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.gfyda3
title: Occurrence Download

description: A dataset containing 935 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "GadmGid is BRA.5_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Hymenophyllaceae"
 ]
}

 The dataset includes 935 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076360-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.djqmrp
title: Occurrence Download

description: A dataset containing 371 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acalypha amentacea Roxb.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 371 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076361-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.477gsh
title: Occurrence Download

description: A dataset containing 102673 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Ireland, Svalbard and Jan Mayen, Norway, Sweden, Finland, Estonia, Latvia, Denmark, Portugal, Spain, France, Germany, Netherlands, Switzerland, Austria, Italy, Greece, Türkiye, Russian Federation, Belarus, Ukraine, Poland, Czechia, Slovakia, Hungary, Romania, Bulgaria, Albania, Serbia, Slovenia, Bosnia and Herzegovina)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Schedonorus arundinaceus (Schreb.) Dumort."
 ]
}

 The dataset includes 102673 records from 1101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076358-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6aqzuz
title: Occurrence Download

description: A dataset containing 2739 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acalypha wilkesiana Müll.Arg.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2739 records from 164 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076362-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rz7t53
title: Occurrence Download

description: A dataset containing 2739 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acalypha wilkesiana Müll.Arg.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2739 records from 164 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076363-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3qk8kj
title: Occurrence Download

description: A dataset containing 2345 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Croton punctatus Jacq.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2345 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076364-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/2p2k5bt2pg.1
title: MedicinalLeafBD: Medicinal Plant Leaf Image Dataset from Bangladesh for Pharmacological and Agricultural Innovation

description: The MedicinalLeafBD dataset is a comprehensive collection of high-quality images of medicinal plant leaves, systematically gathered from the National Botanical Garden in Dhaka and various rural areas of Bhola Sadar, Bangladesh, between March 5 and March 15, 2025. The dataset consists of 16 distinct classes representing a diverse range of medicinal plant species commonly used in traditional and herbal medicine practices across Bangladesh. The total dataset contains 6,827 images, with class-wise distribution as follows: Ashok (437 images), Basil (461 images), Cannonball_Tree (424 images), Cordia (426 images), Debdaru (416 images), Heaven_Lotus (406 images), Jarul (414 images), Mastwood (419 images), Minjiri (443 images), Nageshor (419 images), Neem (446 images), Punnag (427 images), Royna (411 images), Telakucha (429 images), Thankuni (433 images), and Vasaka (416 images). The images were captured using the iPhone 15 smartphone in natural lighting conditions, ensuring high resolution and clarity. Later resized to 640 × 480 pixels with a resolution of 72 dpi to standardize the dataset. While the dataset includes image-level class labels, it does not contain detailed annotations such as bounding boxes or segmentation masks. It serves as a valuable resource for researchers and machine learning practitioners focused on medicinal plant species classification and identification. This dataset is particularly relevant for applications in pharmacological research, botanical analysis, and AI-driven plant recognition, where accurate classification of medicinal plants can support healthcare innovation and sustainable agricultural practices.
DOI: 10.15468/dl.uhpvwr
title: Occurrence Download

description: A dataset containing 14202 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Balaena mysticetus Linnaeus, 1758"
 ]
}

 The dataset includes 14202 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001780-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/b8z-8md-hdf
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nnb-sjk-4p0
title: †Cycloclypeus (Cycloclypeus) inornatus var. tenuis Tan, 1932

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qfj-xpz-p5k
title: Echinoidea Schumacher, 1817

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8mg-vag-9zb
title: Globigerina bulloides d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/knz-xmr-9sc
title: †Lepidocyclina Gümbel, 1870

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mmd-0aa-g6x
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/twg-lzh-954
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p04-q37-24y
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c7r-zbq-8vc
title: †Nummulites Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gsf-t19-qd4
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/83y-90p-1se
title: †Nummulites Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v2j-bc7-9fl
title: †Nummulites Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1r0-4vy-bwe
title: †Spiroclypeus Douvillé, 1905

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pwq-djh-xra
title: Bolivina punctata d'Orbigny, 1839

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hnn-nq5-tyz
title: †Lepidocyclina Gümbel, 1870

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6ks-2qf-7g4
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l1w-3nz-hc2
title: Gypsina Carter, 1877

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1he-qqa-846
title: †Nummulites pengaronensis Verbeek, 1871

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fxa-03p-jt4
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qnl-c3n-gaa
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yry-e1d-fql
title: Orbulina universa d'Orbigny, 1839

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2hy-9nf-gr7
title: Amphistegina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/846-bqz-1q9
title: Amphistegina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/et1-xrb-534
title: †Borelis pygmaea Hanzawa, 1930

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0b7-h22-rpa
title: Bolivina dilatata Reuss, 1850

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4vf-qc5-dz1
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ehs-kzf-fn2
title: Amphistegina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ry7-9zb-hyf
title: †Lepidocyclina (Lepidocyclina) maracaibensis Hodson, 1926

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n2q-4aj-fnz
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/44q-yel-4ya
title: †Nummulites Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f0j-pej-32s
title: Echinoidea Schumacher, 1817

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6j8-sp9-dl5
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g7h-adh-khy
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kjk-sjn-87d
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sr1-mv3-qwg
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ady-85k-91d
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lyy-vht-67a
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/szr-dvc-m90
title: Heterostegina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/21l-620-m2e
title: †Rotalia Lamarck, 1804

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ex1-wvm-hj1
title: Protoglobobulimina pupoides (d'Orbigny, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2p4-w9v-kah
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bjj-yjl-tbb
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.21233/05cy-7w84
title: South 7 testate amoebae surface sample dataset

description: Raw data for the South 7 testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/t366-wb32
title: Seven Sisters Lakes North pollen surface sample dataset

description: Raw data for the Seven Sisters Lakes North pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/np20-fn82
title: Petite Bog testate amoebae surface sample dataset

description: Raw data for the Petite Bog testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.5281/zenodo.14998166
title: Replication package for "Wars, Taxation and Representation: Evidence from Five Centuries of German History" (v2)

description: This package contains the data, programs and instructions to replicate manuscript “Wars, Taxation and Representation: Evidence from Five Centuries of German History" by Sascha O. Becker, Andreas Ferrara, Eric Melander and Luigi Pascali, forthcoming at JEEA. v2 uses 90% CI bands for Figure A10 panels (a) and (b), Figure A11 and Figure C1 panels (a) and (b) consistent with all other figures.
DOI: 10.5281/zenodo.14998167
title: Replication package for "Wars, Taxation and Representation: Evidence from Five Centuries of German History"

description: This package contains the data, programs and instructions to replicate manuscript “Wars, Taxation and Representation: Evidence from Five Centuries of German History" by Sascha O. Becker, Andreas Ferrara, Eric Melander and Luigi Pascali, forthcoming at JEEA.
DOI: 10.5281/zenodo.15255100
title: Replication package for "Wars, Taxation and Representation: Evidence from Five Centuries of German History" (v2)

description: This package contains the data, programs and instructions to replicate manuscript “Wars, Taxation and Representation: Evidence from Five Centuries of German History" by Sascha O. Becker, Andreas Ferrara, Eric Melander and Luigi Pascali, forthcoming at JEEA. v2 uses 90% CI bands for Figure A10 panels (a) and (b), Figure A11 and Figure C1 panels (a) and (b) consistent with all other figures.
DOI: 10.21233/gpmw-rz56
title: CHSV18 pollen surface sample dataset

description: Raw data for the CHSV18 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.48366/r1382370
title: Sex-related and hormone-related differences in non-visual responses to light exposure 

description: [Scope]
This is a comparison of published research studies (n=12) investigating sex and hormone-related differences in non-visual effects of light. Specifically, research studies investigating the following classes of non-visual effects of light were included: 
1. Neuroendocrine (melatonin suppression) 
2. Circadian (phase shift) 
3. Pupillary (pupillary light reflex) 
4. Cognitive (vigilant attention and alertness). 

[Identification of articles]
Articles were identified through systematic searches on Google Scholar, PubMed and Web of Science. The search words included: “sex differences in non-visual effects”, “menstrual influences in non-visual effects”, and “hormone-related differences in non-visual effects”.  

[Data extraction scheme]
The comparison is based on properties inspired by the ENLIGHT Checklist for reporting light characteristics in studies investigating non-visual effects of light (see Spitschan et al., 2023 in Data sources). Where possible, properties matching the ENLIGHT Checklist categories were used and additional properties were added to capture key information and facilitate comparisons. Overall, the following data extraction scheme was used: 
1. Comparison descriptors (n=8), i.e. core properties enabling a meaningful comparison between studies (research question, non-visual effect investigated, original study where data was collected, prospective/retrospective analysis, outcome measures: assessment, outcome measures: derived metrics, data processing/analysis notes, results) 
2. Participant-level characteristics (n=6; plc01: sample size and age, plc02: ocular health and functioning, plc03: pupil size and/or dilation, plc04: reproductive health, plc05: menstrual phase coding, plc06: distinction between sex and gender) 
3. Context-level characteristics (n=2; clc01: season of data collection and clc02: geographical location) 
4. Study-level characteristics (n=6; slc01: general study design, slc02: timeline of the experiment (total), slc03: pre-laboratory sleep-wake behaviour, slc04: start point of in-laboratory protocol, slc05: in-laboratory experimental protocol, slc06: additional visual graphic) 
5. Light-exposure level characteristics (n=9; lec01: light exposure conditions, lec02: light source type, lec03: light source location, lec04: manufacturer of light source, lec05: light level characteristics, lec06: viewing distance to stimulus, lec07: instructions for gaze during exposure, lec08: measurement details for illuminance, lec09: manufacturer of measuring instrument).

[Notes on included studies]
Among the 12 studies included, the two studies from Parry et al. (1997) represent the same paper. However, since the paper comprises two different research studies, each related to a different non-visual effect of light, this single paper was entered as two separate contributions to facilitate the readability of the comparison.
DOI: 10.21233/mbc5-2733
title: Ausable River water chemistry dataset

description: Raw data for the Ausable River water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.18112/openneuro.ds006128.v1.0.0
title: Data for "Modeling 2D Spatio-Tactile Population Receptive Fields of the Fingertip in Human Primary Somatosensory Cortex"
DOI: 10.21233/wbdx-cj07
title: Cedar Lake water chemistry dataset

description: Raw data for the Cedar Lake water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/7g4z-cm42
title: LDDsite3880 water chemistry dataset

description: Raw data for the LDDsite3880 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/wrpq-m129
title: Loch Dubh pollen surface sample dataset

description: Raw data for the Loch Dubh pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/5r2w-qd05
title: LDDsite425 ostracode surface sample dataset

description: Raw data for the LDDsite425 ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/syjt-3739
title: Lake Bayanchagan pollen dataset

description: Raw data for the Lake Bayanchagan pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/7g6z-9304
title: Collin Bog testate amoebae surface sample dataset

description: Raw data for the Collin Bog testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/nxdk-r745
title: Nansan-Ri ostracode surface sample dataset

description: Raw data for the Nansan-Ri ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/7bx1-vq43
title: Carmacks [KaVa-VP] vertebrate fauna dataset

description: Raw data for the Carmacks [KaVa-VP] vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/9nez-zh47
title: Gorbunovskiy pollen dataset

description: Raw data for the Gorbunovskiy pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/j4zd-6w12
title: ABD234 pollen surface sample dataset

description: Raw data for the ABD234 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/5zm4-3m42
title: Wally Creek testate amoebae surface sample dataset

description: Raw data for the Wally Creek testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.