cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/mgd-bka-qck
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/aq4-6zs-an0
title: Foraminifera d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/atg-16a-2pb
title: Foraminifera d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2pe-6xy-erc
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h15-hxc-rwr
title: Clypeaster Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/98c-9ve-3pn
title: Foraminifera d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.15574187
title: Path integration impairments reveal early cognitive changes in Subjective Cognitive Decline
DOI: 10.5281/zenodo.15574188
title: Path integration impairments reveal early cognitive changes in Subjective Cognitive Decline
DOI: 10.5281/zenodo.15263559
title: FcRn-silencing of IL-12Fc prevents toxicity of local IL-12 therapy and prolongs survival in experimental glioblastoma

description: All raw flow cytometry files present in the publication Beffinger et al., 2025, published in Nature Communications.
DOI: 10.5281/zenodo.15263560
title: FcRn-silencing of IL-12Fc prevents toxicity of local IL-12 therapy and prolongs survival in experimental glioblastoma

description: All raw flow cytometry files present in the publication Beffinger et al., 2025, published in Nature Communications.
DOI: 10.25549/inscriptifact-ouc110826242
title: Persepolis Fortification Elamite Tablet 2293.105, Fort 2293.105

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] Fort 2293.105 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on upper edge? ❧ [Physical Object Note:] Upper section of tablet is broken off. Cracks on obverse, reverse.
DOI: 10.25549/inscriptifact-ouc110826241
title: Persepolis Fortification Elamite Tablet 2293.105, Fort 2293.105

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] Fort 2293.105 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on upper edge? ❧ [Physical Object Note:] Upper section of tablet is broken off. Cracks on obverse, reverse.
DOI: 10.7910/dvn/bism0n
title: Data and Code for: "Universal Adaptive Normalization Scale (AMIS): Integration of Heterogeneous Metrics into a Unified System"

description: Dataset Title: Data and Code for: "Universal Adaptive Normalization Scale (AMIS): Integration of Heterogeneous Metrics into a Unified System"

Description:
This dataset contains source data and processing results for validating the Adaptive Multi-Interval Scale (AMIS) normalization method. Includes educational performance data (student grades), economic statistics (World Bank GDP), and Python implementation of the AMIS algorithm with graphical interface.

Contents:
- Source data: educational grades and GDP statistics
- AMIS normalization results (3, 5, 9, 17-point models)
- Comparative analysis with linear normalization
- Ready-to-use Python code for data processing

Applications:
- Educational data normalization and analysis
- Economic indicators comparison
- Development of unified metric systems
- Methodology research in data scaling

Technical info:
Python code with pandas, numpy, scipy, matplotlib dependencies. Data in Excel format.
description: Technical Notes:
- All Excel files contain original data and AMIS normalization results
- Python code requires pandas, numpy, scipy, matplotlib libraries
- Includes examples for educational data (grades) and economic data (GDP)
- Fixed boundary (2-5) and empirical boundary normalization demonstrated
- Ready-to-use implementations for 3, 5, 9, 17-point AMIS models

Usage: See 01_README.txt for complete documentation and examples.

Технические примечания:
- Все Excel-файлы содержат исходные данные и результаты нормализации AMIS
- Python-код требует установки библиотек: pandas, numpy, scipy, matplotlib
- Включены примеры для образовательных данных (оценки) и экономических данных (ВВП)
- Продемонстрированы нормализация с фиксированными (2-5) и эмпирическими границами
- Готовые реализации 3, 5, 9, 17-точечных моделей AMIS

Использование: Полная документация и примеры в файле 01_README.txt.
DOI: 10.25549/inscriptifact-ouc110826234
title: Persepolis Fortification Elamite Tablet 2293.105, Fort 2293.105

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] Fort 2293.105 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on upper edge? ❧ [Physical Object Note:] Upper section of tablet is broken off. Cracks on obverse, reverse.
DOI: 10.25549/inscriptifact-ouc110826448
title: Persepolis Fortification Elamite Tablet 2293.105, Fort 2293.105

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] Fort 2293.105 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on upper edge? ❧ [Physical Object Note:] Upper section of tablet is broken off. Cracks on obverse, reverse.
DOI: 10.25549/inscriptifact-ouc110826441
title: Persepolis Fortification Elamite Tablet 2293.105, Fort 2293.105

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] Fort 2293.105 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on upper edge? ❧ [Physical Object Note:] Upper section of tablet is broken off. Cracks on obverse, reverse.
DOI: 10.15468/dl.uv7kr9
title: Occurrence Download

description: A dataset containing 81732 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "DatasetKey is iNaturalist Research-grade Observations",
 "StateProvince is New Brunswick",
 "Year 2024-2025"
 ]
}

 The dataset includes 81732 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029180-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110826438
title: Persepolis Fortification Elamite Tablet 2293.105, Fort 2293.105

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] Fort 2293.105 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on upper edge? ❧ [Physical Object Note:] Upper section of tablet is broken off. Cracks on obverse, reverse.
DOI: 10.25549/inscriptifact-ouc110826424
title: Persepolis Fortification Elamite Tablet 2293.105, Fort 2293.105

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] Fort 2293.105 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on upper edge? ❧ [Physical Object Note:] Upper section of tablet is broken off. Cracks on obverse, reverse.
DOI: 10.25549/inscriptifact-ouc110826414
title: Persepolis Fortification Elamite Tablet 2293.105, Fort 2293.105

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] Fort 2293.105 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on upper edge? ❧ [Physical Object Note:] Upper section of tablet is broken off. Cracks on obverse, reverse.
DOI: 10.15468/dl.4h2eub
title: Occurrence Download

description: A dataset containing 8474 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Oreochloa Link"
 ]
}

 The dataset includes 8474 records from 155 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008619-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/ejfqtc
title: Two new species of Stenohya Beier, 1967 from China (Pseudoscorpiones: Neobisiidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Xiang, Liqi, Zhang, Feng, Guo, Xiangbo (2025): Two new species of Stenohya Beier, 1967 from China (Pseudoscorpiones: Neobisiidae). Zootaxa 5729 (3): 437-453, DOI: 10.11646/zootaxa.5729.3.3, URL: https://doi.org/10.11646/zootaxa.5729.3.3AbstractStenohya Beier, 1967 is an Asian pseudoscorpion genus, with most of the species reported from China. In this study, two new species of Stenohya from China are described and illustrated: Stenohya gaoi sp. nov. from Guangxi and Stenohya fortuna sp. nov. from Gansu. S. fortuna sp. nov. is the second Stenohya species reported from northern China.
DOI: 10.5281/zenodo.17348107
title: Dataset of Included Trials in: Pharmacological and Non-Pharmacological Interventions for Managing Sleep Disorders in Children with Cerebral Palsy: A Systematic Review

description: This data set has been superceded
DOI: 10.5281/zenodo.17348108
title: Dataset of Included Trials in: Pharmacological and Non-Pharmacological Interventions for Managing Sleep Disorders in Children with Cerebral Palsy: A Systematic Review

description: This data set has been superceded
DOI: 10.15468/dl.gwt67w
title: Occurrence Download

description: A dataset containing 12860 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Steatornis caripensis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 12860 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014635-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14519638
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.26023/dqfv-mkgr-j608
title: CAESAR: University of California, Riverside Composite Aerosol Size Distribution Data. Version 1.0

description: Composite aerosol size distributions collected aboard the NSF NCAR C-130 aircraft during the CAESAR campaign. This value added data product composites data from the Mobility Particle Size Spectrometer (MPSS), Single Particle Soot Photmeter (SP2), Ultra-High Sensitivity Aerosol Spectrometer (UHSAS), Passive Cavity Aerosol Spectrometer Probe (PCASP), Cloud Droplet Probe (CDP), and Condensation Nuclei (CN).
DOI: 10.15468/dl.93zkty
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melanoides tuberculata",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014638-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rd9x7v
title: Occurrence Download

description: A dataset containing 623 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melanoides tuberculata",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 623 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014637-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4erprc
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melanoides tuberculata",
 "Country is Puerto Rico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014639-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17962979
title: Global Monthly Gravity Field Solutions from Combined SLR and GRACE Data (1995–2024)

description: This dataset contains monthly Earth gravity field models derived from a combination of Satellite Laser Ranging (SLR) and GRACE/GRACE Follow-On missions. The dataset spans nearly 30 years, from January 1995 to December 2023, extending the high-resolution gravity record into the pre-GRACE era.

If you use this dataset, please cite the following paper:

Gałdyn, F., Sośnica, K., Zajdel, R., Meyer, U., & Jäggi, A. (2026). Non-Linear Global Ice and Water Storage Changes from a Combination of Satellite Laser Ranging and GRACE Data. Remote Sensing, 18(2), 313. https://doi.org/10.3390/rs18020313

Funding: This work was supported by the National Science Centre, Poland (NCN), Grant No. UMO-2021/42/E/ST10/00020 and the Wrocław University of Environmental and Life Sciences (Poland) as part of the research project no. N070/0001/24.
DOI: 10.5281/zenodo.17962980
title: Global Monthly Gravity Field Solutions from Combined SLR and GRACE Data (1995–2024)

description: This dataset contains monthly Earth gravity field models derived from a combination of Satellite Laser Ranging (SLR) and GRACE/GRACE Follow-On missions. The dataset spans nearly 30 years, from January 1995 to December 2023, extending the high-resolution gravity record into the pre-GRACE era.

If you use this dataset, please cite the following paper:

Gałdyn, F., Sośnica, K., Zajdel, R., Meyer, U., & Jäggi, A. (2026). Non-Linear Global Ice and Water Storage Changes from a Combination of Satellite Laser Ranging and GRACE Data. Remote Sensing, 18(2), 313. https://doi.org/10.3390/rs18020313

Funding: This work was supported by the National Science Centre, Poland (NCN), Grant No. UMO-2021/42/E/ST10/00020 and the Wrocław University of Environmental and Life Sciences (Poland) as part of the research project no. N070/0001/24.
DOI: 10.15468/dl.5n4qmj
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cratogeomys gymnurus"
 ]
}

 The dataset includes 34 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014642-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/5fps96
title: MICA - Muskrat occurrences collected by RATO in East Flanders, Belgium

description: MICA - Muskrat occurrences collected by RATO in East Flanders, Belgium is an occurrence dataset published by the Research Institute of Nature and Forest (INBO). It is part of the LIFE project MICA, in which innovative techniques are tested for a more efficient control of muskrat and coypu populations, both invasive species. This dataset contains muskrat trap captures. Here it is published as a standardized Darwin Core Archive and includes for each occurrence record an occurrenceID, date, location, the number of recorded individuals, status (present/absent) and scientific name. Issues with the dataset can be reported at https://github.com/inbo/mica-occurrences/issuesWe have released this dataset to the public domain under a Creative Commons Zero waiver. We would appreciate it if you follow the INBO norms for data use (https://www.inbo.be/en/norms-data-use) when using the data. If you have any questions regarding this dataset, don't hesitate to contact us via the contact information provided in the metadata or via opendata@inbo.be.The data were collected as part of the MICA project, which received funding from the European Union’s LIFE Environment sub-programme under the grant agreement LIFE18 NAT/NL/001047.
DOI: 10.15468/dl.qyd4qz
title: Occurrence Download

description: A dataset containing 984 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melanoides tuberculata",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 984 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014643-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7b326t
title: Occurrence Download

description: A dataset containing 81749 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Squalius cephalus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2020",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 81749 records from 185 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014609-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26302/sshade/experiment_zed_20250602_01
title: Far and Mid IR transmission and Raman spectra of crushed Asuka 12236 and Paris meteorites

description: Far and Mid IR and Raman spectra of Asuka 12236 and Paris meteorites in tranmission (sample crushed in a diamand compression cell)
DOI: 10.15468/dl.e9htcu
title: Occurrence Download

description: A dataset containing 11385 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Compositae"
 ]
}

 The dataset includes 11385 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014644-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.55ra3p
title: Occurrence Download

description: A dataset containing 2932 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepus saxatilis"
 ]
}

 The dataset includes 2932 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014645-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p5c59p
title: Occurrence Download

description: A dataset containing 1341829 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 1341829 records from 544 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014620-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n89aqv
title: Occurrence Download

description: A dataset containing 4057 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Andigena hypoglauca)",
 "HasCoordinate is true",
 "Country is Ecuador"
 ]
}

 The dataset includes 4057 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014648-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j8g7uv
title: Occurrence Download

description: A dataset containing 192 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Metynnis maculatus",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 192 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014650-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wab5h8
title: Occurrence Download

description: A dataset containing 821 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Achillea clavennae)",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "Year is greater than or equal to 2010",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 50",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 821 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014649-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zjwgad
title: Occurrence Download

description: A dataset containing 597139 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Impatiens glandulifera Royle",
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 597139 records from 866 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014618-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.