cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.zwdev7
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oxalis corniculata",
 "Country is Türkiye",
 "HasCoordinate is true"
 ]
}

 The dataset includes 114 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037985-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cgt8br
title: Occurrence Download

description: A dataset containing 17329 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "TaxonKey is Ophiuroidea"
 ]
}

 The dataset includes 17329 records from 171 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037984-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bqkuaw
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus retroflexus",
 "Country is Armenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037986-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bfcewk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erigeron canadensis",
 "Country is Comoros",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037988-250717081556266/datasets/export for details.
DOI: 10.15468/dl.r479dh
title: Occurrence Download

description: A dataset containing 4617 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Garrulax davidi"
 ]
}

 The dataset includes 4617 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037990-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c4kze2
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erigeron canadensis",
 "Country is Cook Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037989-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.42f835
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 (Melanitta deglandi)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037992-250717081556266/datasets/export for details.
DOI: 10.15468/dl.a8hcf8
title: Occurrence Download

description: A dataset containing 25007 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Athene noctua",
 "MediaType is Image"
 ]
}

 The dataset includes 25007 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037991-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gg9f2s
title: Occurrence Download

description: A dataset containing 321701 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Glycine max, Triticum aestivum, Oryza sativa, Hordeum vulgare, Vigna radiata, Ulmus pumila, Sorghum bicolor, Prunus persica, Cucumis melo, Castanea mollissima, Diospyros kaki, Phaseolus vulgaris, Vigna unguiculata, Zea mays, Prunus armeniaca, Sesamum indicum, Raphanus sativus, Vigna angularis, Setaria italica, Pisum sativum, Medicago sativa, Brassica rapa glabra, Citrullus lanatus, Pseudocydonia sinensis, Ziziphus jujuba, Juglans regia, Litchi chinensis, Cucurbita moschata, Avena sativa, Cucumis sativus, Cucurbita pepo, Helianthus annuus, Panicum miliaceum, Vernicia montana, Prunus mume, Vicia faba, Cannabis sativa, Capsicum annuum, Citrus maxima, Elymus pseudocaninus, Solanum lycopersicum, Spinacia oleracea, Arachis hypogaea, Benincasa hispida, Lactuca sativa, Allium cepa, Solanum melongena, Agropyron cristatum, Lablab purpureus, Pyrus ussuriensis, Crataegus pinnatifida, Lagenaria siceraria, Daucus carota, Diospyros lotus, Pyrus calleryana, Vitis vinifera, Citrus sinensis, Colocasia esculenta, Brassica juncea, Citrus reticulata, Castanea henryi, Pinus bungeana, Beta vulgaris, Fagopyrum lineare, Gossypium arboreum, Agropyron sibiricum, Callistephus chinensis, Davidia involucrata, Rhododendron crinigerum, Astragalus melilotoides, Prunus tomentosa, Camellia sinensis, Juglans mandshurica, Meconopsis integrifolia, Prunus salicina, Viburnum betulifolium, Apium graveolens, Pistacia chinensis, Prunus davidiana, Calamagrostis epigejos, Gleditsia sinensis, Hibiscus cannabinus, Hordeum vulgare coeleste, Poa sphondylodes, Avena nuda, , Malus sylvestris, Phyllostachys nidularia, Pinus armandii, Triticum turgidum, Triticum turgidum durum, Atalantia buxifolia, Berberis wilsoniae, Cucurbita maxima, Brassica oleracea, Fagopyrum esculentum, Vernicia fordii, Vigna unguiculata cylindrica, Actinidia chinensis)",
 "Country is United States of America",
 "Year 1898-2024",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Specimen, Living Specimen, Occurrence evidence)"
 ]
}

 The dataset includes 321701 records from 315 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037970-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mk5a4q
title: Occurrence Download

description: A dataset containing 741 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ligularia virgaurea"
 ]
}

 The dataset includes 741 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037993-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hgv4yr
title: Occurrence Download

description: A dataset containing 7362 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psychotria asiatica"
 ]
}

 The dataset includes 7362 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037994-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z9tbj3
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 (Melanitta deglandi)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037995-250717081556266/datasets/export for details.
DOI: 10.5281/zenodo.16406640
title: Dataset used for "A Systematic Algorithm Using 16S Ribosomal RNA for Accurate Diagnosis of Pneumonia Pathogens"
DOI: 10.15468/dl.6wrb25
title: Occurrence Download

description: A dataset containing 1021 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Dermogenys sumatrana, Dermogenys siamensis, Dermogenys pusilla, Dermogenys collettei, Dermogenys burmanica, Dermogenys bruneiensis, Dermogenys bispina)"
 ]
}

 The dataset includes 1021 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037996-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kmh4y8
title: Occurrence Download

description: A dataset containing 4140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ardenna grisea",
 "MediaType is Image"
 ]
}

 The dataset includes 4140 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037997-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aqw8yx
title: Occurrence Download

description: A dataset containing 27524 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asio otus",
 "MediaType is Image"
 ]
}

 The dataset includes 27524 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037998-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16406651
title: BMF CP 112: Household Structure and Solar Energy Adoption Willingness across Urban and Rural United States

description: The current study is conducted to examine the following research questions:



How is the household’s structure associated with its willingness to adopt solar energy?

Is the relationship between the household’s structure and its willingness to adopt solar energy conditional on the proportion of children within the household?

Is the relationship between the household’s structure and its willingness to adopt solar energy conditional on the proportion of older adults within the household?

How is the household’s income associated with its willingness to adopt solar energy?

How is the household’s house size associated with its willingness to adopt solar energy?

Is the relationship between the household’s house size and its willingness to adopt solar energy conditional on the age of the house?

What are the differences in these relationships between families residing in urban and rural areas?


The original dataset was collected by Fuentes et al. (2025) and can be found here: https://www.nature.com/articles/s41597-023-02185-0
DOI: 10.5281/zenodo.16406652
title: BMF CP 112: Household Structure and Solar Energy Adoption Willingness across Urban and Rural United States

description: The current study is conducted to examine the following research questions:



How is the household’s structure associated with its willingness to adopt solar energy?

Is the relationship between the household’s structure and its willingness to adopt solar energy conditional on the proportion of children within the household?

Is the relationship between the household’s structure and its willingness to adopt solar energy conditional on the proportion of older adults within the household?

How is the household’s income associated with its willingness to adopt solar energy?

How is the household’s house size associated with its willingness to adopt solar energy?

Is the relationship between the household’s house size and its willingness to adopt solar energy conditional on the age of the house?

What are the differences in these relationships between families residing in urban and rural areas?


The original dataset was collected by Fuentes et al. (2025) and can be found here: https://www.nature.com/articles/s41597-023-02185-0
DOI: 10.34740/kaggle/dsv/12562690
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.5ecxuj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aponogeton distachyus",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037999-250717081556266/datasets/export for details.
DOI: 10.15468/dl.7gh6tp
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus retroflexus",
 "Country is Bosnia and Herzegovina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038000-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4efev4
title: Occurrence Download

description: A dataset containing 590 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Grevillea robusta",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 590 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038001-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pq7cm3
title: Occurrence Download

description: A dataset containing 167438 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.24_1"
 ]
}

 The dataset includes 167438 records from 157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037935-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kzzrn7
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Grevillea robusta",
 "Country is Jamaica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038002-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cv7zcd
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erigeron canadensis",
 "Country is Costa Rica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 67 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038003-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.auhcyt
title: Occurrence Download

description: A dataset containing 1117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus retroflexus",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1117 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038004-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ryv7ap
title: Occurrence Download

description: A dataset containing 29921 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ardea purpurea",
 "MediaType is Image"
 ]
}

 The dataset includes 29921 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038005-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x4aq2y
title: Occurrence Download

description: A dataset containing 605 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psychotria mahonii"
 ]
}

 The dataset includes 605 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038008-250717081556266/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/12562713
title: e-IPO Indonesia Data - Investment
DOI: 10.5281/zenodo.15878522
title: Data Package: Task 5.1 - Policy Documents - EU Return Policy Since 2000

description: Data Package Task 5.1 - Policy Documents - EU Return Policy Since 2000. 51 EU policy documents (.pdf) used for analysis.
DOI: 10.5281/zenodo.15878523
title: Data Package: Task 5.1 - Policy Documents - EU Return Policy Since 2000

description: Data Package Task 5.1 - Policy Documents - EU Return Policy Since 2000. 51 EU policy documents (.pdf) used for analysis.
DOI: 10.15468/dl.4mq9ke
title: Occurrence Download

description: A dataset containing 25611 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mutellina adonidifolia"
 ]
}

 The dataset includes 25611 records from 200 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038007-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18193824
title: Evolutionary constraints preserve dynamic interaction networks that enable high-temperature adaptation in thermophilic β-glucosidases

description: Evolutionary constraints preserve dynamic interaction networks that enable high-temperature adaptation in thermophilic β-glucosidases

 

Data Section

The raw data were derived from β-glucosidase-related datasets and stored in the ./data folder. The training and test datasets are deposited in the NRI folder.

 

Molecular Dynamics (MD) Simulation Section

Files pertaining to interpretability analysis are stored in the MD_datas folder, including the corresponding initial PDB files, XTC trajectory files, as well as datasets of Root Mean Square Deviation (RMSD), Root Mean Square Fluctuation (RMSF), and Secondary Structure Content (SSC). Scripts such as jiechu.py and rmsd-q-300bs2.py in the MD folder are utilized for trajectory visualization and quantitative analysis of MD simulations.

 

Model Section

The initial PDB files, filtered output matrix files, and script file (trst.ipynb) for constructing the Neural Relational Inference (NRI) model are stored in the NRI folder.

 

Evolution Section

The structural sequences associated with family co-evolution, together with the generation and processing files of model language parameters, are all deposited in the Evolution folder.
DOI: 10.5281/zenodo.18193825
title: Evolutionary constraints preserve dynamic interaction networks that enable high-temperature adaptation in thermophilic β-glucosidases

description: Evolutionary constraints preserve dynamic interaction networks that enable high-temperature adaptation in thermophilic β-glucosidases

 

Data Section

The raw data were derived from β-glucosidase-related datasets and stored in the ./data folder. The training and test datasets are deposited in the NRI folder.

 

Molecular Dynamics (MD) Simulation Section

Files pertaining to interpretability analysis are stored in the MD_datas folder, including the corresponding initial PDB files, XTC trajectory files, as well as datasets of Root Mean Square Deviation (RMSD), Root Mean Square Fluctuation (RMSF), and Secondary Structure Content (SSC). Scripts such as jiechu.py and rmsd-q-300bs2.py in the MD folder are utilized for trajectory visualization and quantitative analysis of MD simulations.

 

Model Section

The initial PDB files, filtered output matrix files, and script file (trst.ipynb) for constructing the Neural Relational Inference (NRI) model are stored in the NRI folder.

 

Evolution Section

The structural sequences associated with family co-evolution, together with the generation and processing files of model language parameters, are all deposited in the Evolution folder.
DOI: 10.3535/2ca-zhb-xqk
title: Drymaria stereophylla Mattf.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/sde-yn6-s82
title: Silene thysanodes Fenzl

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/akg-7j6-kh0
title: Silene thysanodes Fenzl

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/yzv-adp-rf6
title: Stellaria cuspidata Willd. ex D. F. K. Schltdl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/rfh-lgd-jrl
title: Cerastium danguyi J. F. Macbr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/tyh-rvq-fzv
title: Paronychia glabra Montesinos, E. Rodr. & Iamonico

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/3xg-chd-ka0
title: Cerastium glomeratum Thuill.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/he0-yrh-ydd
title: Polycarpon tetraphyllum (L.) L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/dfc-34h-9kj
title: Cerastium trianae Briq.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/3qn-5bj-yzn
title: Cerastium crassipes Bartl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/f91-bnj-6a1
title: Drymaria stereophylla Mattf.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/dxk-vwp-wp5
title: Stellaria cuspidata Willd. ex D. F. K. Schltdl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/npq-lqx-8cy
title: Cerastium glomeratum Thuill.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/4bf-bkc-897
title: Arenaria lanuginosa (Michx.) Rohrb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.