cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29245907.v1
title: SNACK AH.pptx

description: This project aimed to develop a protein-rich corn-based snack tailored for children aged 8–12,particularly those from urban low-income families with working parents. The goal was to create anaffordable, convenient, and nutritionally enhanced product that could help address protein-energymalnutrition in this vulnerable demographic. Soy Protein Isolate (SPI) was selected as the primaryprotein source due to its high biological value and cost-effectiveness. Fermentation was employed asthe main processing technique to improve the snack’s nutritional profile, digestibility, and sensoryattributes. The resulting product was a child-friendly snack that supports better health outcomes inunderserved communities.
DOI: 10.15468/dl.2kx9ct
title: Occurrence Download

description: A dataset containing 945 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stenostephanus leiorhachis (Lindau) Hammel"
 ]
}

 The dataset includes 945 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022258-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fb6phg
title: Occurrence Download

description: A dataset containing 957 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coenonympha leander Esper, 1784"
 ]
}

 The dataset includes 957 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019682-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.crt3av
title: Occurrence Download

description: A dataset containing 1191 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Ambulocetidae, Pakicetidae, Remingtonocetidae, Protocetidae, Basilosauridae, Kekenodontidae, Coronodon Geisler et al., 2017, Mammalodon Pritchard, 1939, Mirocetus Mchedlidze, 1970, Simocetus Fordyce, 2002, Mystacodon Lambert et al., 2017, Llanocetus Mitchell, 1989, Albertocetus Uhen, 2008)"
 ]
}

 The dataset includes 1191 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019683-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rq4rw4
title: Occurrence Download

description: A dataset containing 6851 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Netherlands",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Azolla filiculoides Lam.",
 "Year 1985-2025"
 ]
}

 The dataset includes 6851 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019684-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dwbv49
title: Occurrence Download

description: A dataset containing 120344 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tarsiger johnstoniae (Ogilvie-Grant, 1906), Tarsiger rufilatus (Hodgson, 1845), Aethopyga christinae Swinhoe, 1869, Aethopyga gouldiae (Vigors, 1831), Aethopyga ignicauda (Hodgson, 1836), Aethopyga nipalensis (Hodgson, 1836), Aethopyga saturata (Hodgson, 1836), Aethopyga siparaja (Raffles, 1822), Anthreptes malacensis (Scopoli, 1786), Arachnothera longirostra (Latham, 1790), Arachnothera magna (Hodgson, 1836), Chalcoparia singalensis (Gmelin, 1789), Cinnyris asiaticus (Latham, 1790), Cinnyris jugularis (Linnaeus, 1766), Hypogramma hypogrammicum (S.Muller, 1843), Oriolus chinensis Linnaeus, 1766, Oriolus kundoo Sykes, 1832, Oriolus mellianus Stresemann, 1922, Oriolus oriolus (Linnaeus, 1758), Oriolus tenuirostris Blyth, 1846, Oriolus traillii (Vigors, 1832), Oriolus xanthornus (Linnaeus, 1758), Panurus biarmicus (Linnaeus, 1758), Chleuasicus atrosuperciliaris Godwin-Austen, 1877, Cholornis paradoxa J.Verreaux, 1870, Cholornis unicolor (Hodgson, 1843), Chrysomma sinense (Gmelin, 1789), Conostoma aemodium Hodgson, 1841, Fulvetta cinereiceps (J.Verreaux, 1870), Fulvetta formosana (Ogilvie-Grant, 1906), Fulvetta ludlowi Kinnear, 1935, Fulvetta manipurensis (Ogilvie-Grant, 1906), Fulvetta ruficapilla (J.Verreaux, 1870), Fulvetta striaticollis (J.Verreaux, 1870), Fulvetta vinipectus (Hodgson, 1837), Lioparus chrysotis (Blyth, 1845), Moupinia poecilotis (J.Verreaux, 1870), Myzornis pyrrhoura Blyth, 1843, Neosuthora davidiana (Slater, 1897), Paradoxornis flavirostris Gould, 1836)",
 "Geometry POLYGON((73.5208333 16.6625,135.0791667 16.6625,135.0791667 53.5541667,73.5208333 53.5541667,73.5208333 16.6625))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is one of (China, Hong Kong, Macao, Chinese Taipei)"
 ]
}

 The dataset includes 120344 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019669-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fz93wh
title: Occurrence Download

description: A dataset containing 30454 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Malva parviflora L."
 ]
}

 The dataset includes 30454 records from 600 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019685-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15591124
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250604i Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250604i Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15591125
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250604i Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250604i Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.6bzhkz
title: Occurrence Download

description: A dataset containing 47221 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Phalaropus fulicarius (Linnaeus, 1758))",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 47221 records from 220 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019686-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14055275
title: Economic consequences of vertical mismatch

description: Replication package for the Paper Economic Consequences of Vertical Mismatch published in Quantitative Economics
DOI: 10.5281/zenodo.14055276
title: Economic consequences of vertical mismatch

description: Replication package for the Paper Economic Consequences of Vertical Mismatch published in Quantitative Economics
DOI: 10.5281/zenodo.15573257
title: Economic consequences of vertical mismatch

description: Replication package for the Paper Economic Consequences of Vertical Mismatch published in Quantitative Economics
DOI: 10.5281/zenodo.15591095
title: Economic consequences of vertical mismatch

description: Replication package for the Paper Economic Consequences of Vertical Mismatch published in Quantitative Economics
DOI: 10.18419/darus-4760
title: ABxM.DistributedRobotics.RP19: Agent-Based Models for a Modular Collective Robotic Construction System

description: ABxM.DistributedRobotics.RP19 is an add-on to ABxM.Core for agent-based modelling of a collective robotic construction (CRC) system developed in the context of Research Project 19-1 (&lt;a href="https://www.intcdc.uni-stuttgart.de/research/research-projects/rp-19/"&gt;RP19-1&lt;/a&gt;) "Leveraging The Building Material As Part Of The Robotic Kinematic System For Parallel Construction" from the Cluster of Excellence Integrative Computational Design and Construction for Architecture (&lt;a href=" https://www.intcdc.uni-stuttgart.de/"&gt;IntCDC&lt;/a&gt;). The add-on contains three agent constructs which revolve around the agent representing the building material or the mobile robots in the modelled CRC system. The agent constructs of &lt;i&gt;BuildingMaterialAgent&lt;/i&gt; or &lt;i&gt;MobileRobotAgent&lt;/i&gt; are utlized for the sole purpose of architectural design while the agent construct of &lt;i&gt;KCAgent&lt;/i&gt; can be used to also robotically plan the structure. The first two constructs are discussed in the paper: 
&lt;p&gt;
&lt;p&gt;
&lt;i&gt;Leder, S., Menges, A. (2023). Introducing Agent-Based Modeling Methods for Designing Architectural Structures with Multiple Mobile Robotic Systems. In: Gengnagel, C., Baverel, O., Betti, G., Popescu, M., Thomsen, M.R., Wurm, J. (eds) Towards Radical Regeneration. DMS 2022. Springer, Cham. (DOI: &lt;a href=" https://doi.org/10.1007/978-3-031-13249-0_7"&gt;10.1007/978-3-031-13249-0_7&lt;/a&gt;).&lt;/i&gt;
&lt;p&gt;
&lt;p&gt;
And the other construct is discussed in the paper:
&lt;p&gt;
&lt;p&gt;
&lt;i&gt;Leder, S., Menges, A.: 2024, Merging architectural design and robotic planning using interactive agent-based modelling for collective robotic construction. Journal of Computational Design and Engineering, Vol. 11, pp. 253-268. (DOI: &lt;a href=" https://academic.oup.com/jcde/article/11/2/253/7631345?login=true"&gt;10.1093/jcde/qwae028&lt;/a&gt;).&lt;/i&gt;
&lt;p&gt;
&lt;p&gt;
The package includes examples files to be to be used within Rhino/Grasshopper that demonstrate implementations of each agent type.
description: Rhinoceros 3D, 7
description: Microsoft Visual Studio, 17
DOI: 10.34740/kaggle/dsv/12056027
title: e-IPO Indonesia Data - Investment
DOI: 10.6084/m9.figshare.29234471
title: Image and text datasets for sentiment analysis

description: This is an image and text dataset for sentiment analysis.
DOI: 10.6084/m9.figshare.29234471.v1
title: Image and text datasets for sentiment analysis

description: This is an image and text dataset for sentiment analysis.
DOI: 10.15468/dl.jug9wx
title: Occurrence Download

description: A dataset containing 17113 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Malvastrum coromandelianum (L.) Garcke"
 ]
}

 The dataset includes 17113 records from 471 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019687-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14163700
title: Data for the paper "Machine learning-powered iteratively validating kriging-based algorithms for accurate water table modeling"

description: exemplary dataset for 2019 yearly water table measurements in Northeaster italy
DOI: 10.5281/zenodo.14251839
title: Data for the paper "Machine learning-powered iteratively validating kriging-based algorithms for accurate water table modeling"

description: exemplary dataset for 2019 yearly water table measurements in Northeaster Italy

MATLAB code for Machine-Learning based cokriging algorithms
DOI: 10.5281/zenodo.15591074
title: Data for the paper "Accurate water table modeling via IA-driven and iteratively-validating co-kriging algorithms"

description: exemplary dataset for 2019 yearly water table measurements in Northeaster Italy

MATLAB code for pre-processing AI-driven part

MATLAB code for post-processing iterative validation part
DOI: 10.15468/dl.yyrd5p
title: Occurrence Download

description: A dataset containing 2191 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spermacoce alata Aubl."
 ]
}

 The dataset includes 2191 records from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019693-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57782/mjd9do
title: Data Policy of the SFB 1372

description: Data Policy of the SFB 1372, which defines guidelines for handling and sharing data, as well as organizational aspects of research data management within the SFB. This policy was formulated by Johannes Vosskuhl together with a team of authors consisting of a subgroup of PhD students and PIs of the SFB. The document was approved by the General Body of the SFB through an online procedure conducted between May 20 and June 2, 2025.
DOI: 10.5281/zenodo.15591160
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250604i Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250604i Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15591161
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250604i Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250604i Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15591103
title: T2.2 - Bio-Based Technologies Assessment tool for Czech Republic, Greece, Ireland, Italy, Spain and Poland

description: The BBT Assessment tool is an Excel file designed to consolidate data from various BBioNets resources and analyse it through its Power Pivot engine. This process enables the matching of the needs and resources of the Represented Regions (RR) with the available Bio-Based Technologies (BBT) mapped in T2.1, with the generation of a suggested prioritisation of the most suitable BBT for said region. The tool considers both quantitative (investment costs, operational costs, processing capacity, etc.) and qualitative (added value, process complexity, etc.) variables to analyse their cost/benefit for each BBTs.
DOI: 10.5281/zenodo.15591104
title: T2.2 - Bio-Based Technologies Assessment tool for Czech Republic, Greece, Ireland, Italy, Spain and Poland

description: The BBT Assessment tool is an Excel file designed to consolidate data from various BBioNets resources and analyse it through its Power Pivot engine. This process enables the matching of the needs and resources of the Represented Regions (RR) with the available Bio-Based Technologies (BBT) mapped in T2.1, with the generation of a suggested prioritisation of the most suitable BBT for said region. The tool considers both quantitative (investment costs, operational costs, processing capacity, etc.) and qualitative (added value, process complexity, etc.) variables to analyse their cost/benefit for each BBTs.
DOI: 10.5517/ccdc.csd.cc2f813w
title: CCDC 2242047: Experimental Crystal Structure Determination

description: Related Article: Wei Fan|2023|CSD Communication|||
description: Related Article: Wei Fan, Toshiya M. Fukunaga, Shaofei Wu, Yi Han, Qifeng Zhou, Jinyi Wang, Zhengtao Li, Xudong Hou, Haipeng Wei, Yong Ni, Hiroyuki Isobe, Jishan Wu|2023|Nat. Synth.|2|880|doi:10.1038/s44160-023-00317-3
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.29234678
title: Albacetus PAUP.txt

description: This file includes the character x taxon matrices used for the phylogenetic analyses in PAUP and TNT.
DOI: 10.6084/m9.figshare.29234678.v2
title: Albacetus PAUP.txt

description: This file includes the character x taxon matrices used for the phylogenetic analyses in PAUP and TNT.
DOI: 10.6084/m9.figshare.29234678.v1
title: Albacetus PAUP.txt

description: This file includes the character x taxon matrix used for the phylogenetica analysis in PAUP. We used this file in the study of Albacetus phylogenetic relationships and compared the results against those obtained from another analysis made in TNT.
DOI: 10.15468/dl.9v7mgx
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Peru",
 "PublishingOrg is 2cd829bb-b713-433d-99cf-64bef11e5b3e",
 "TaxonKey is Gentianella Moench"
 ]
}

 The dataset includes 53 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019695-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3a4wqb
title: Occurrence Download

description: A dataset containing 13707 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Achyranthes bidentata Blume"
 ]
}

 The dataset includes 13707 records from 248 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019694-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29949056
title: Soil chemodiversity

description: We collected soil samples at a continental scale, and analyzed how soil chemodiversity responded to a combination of manipulative warming experiments.
DOI: 10.6084/m9.figshare.29949056.v1
title: Soil chemodiversity

description: We collected soil samples at a continental scale, and analyzed how soil chemodiversity responded to a combination of manipulative warming experiments.
DOI: 10.15468/dl.eeknr4
title: Occurrence Download

description: A dataset containing 324 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Deinosuchus Holland, 1909"
 ]
}

 The dataset includes 324 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021026-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kwjyjt
title: Occurrence Download

description: A dataset containing 655493 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is CO1 Amplicon Sequence Variants of bulk arthropod samples (mild lysis) collected with Malaise traps from the Insect Biome Atlas project in Madagascar"
 ]
}

 The dataset includes 655493 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021012-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.udza6z
title: Occurrence Download

description: A dataset containing 788460 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Iran (Islamic Republic of)",
 "GadmGid is IRN",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 788460 records from 713 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021006-250525065834625/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/12062514
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.j2vaq7
title: Occurrence Download

description: A dataset containing 353 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Monticalia vaccinioides (Kunth) C.Jeffrey"
 ]
}

 The dataset includes 353 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021027-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y4tnf2
title: Occurrence Download

description: A dataset containing 8809069 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 8809069 records from 3271 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021015-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fbvda6
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Luetzelburgia harleyi D.B.O.S.Cardoso, L.P.Queiroz & H.C.Lima"
 ]
}

 The dataset includes 62 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020286-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g2ee9s
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Bubo virginianus (J.F.Gmelin, 1788))",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020289-250525065834625/datasets/export for details.