cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.tcp7kv
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Aves Argentinas / Asociación Ornitológica del Plata - Colección de registros observacionales de aves silvestres argentinas - Lista Narosky: familia Heliornithidae"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0162724-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bttsc8
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "Geometry POLYGON((-115.98837 -37.73256,-3.54651 -37.73256,-3.54651 7.26744,-115.98837 7.26744,-115.98837 -37.73256))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Trochanteriidae"
 ]
}

 The dataset includes 46 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0336857-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.shhptv
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gaylussacia arassatubensis R.R.Silva & Cervi"
 ]
}

 The dataset includes 21 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003407-171113114016250/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vbf8ka
title: Occurrence Download

description: A dataset containing 24753 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dicentrarchus labrax (Linnaeus, 1758)"
 ]
}

 The dataset includes 24753 records from 177 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0162737-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k2yxa9
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arctostaphylos gabrielensis P.V.Wells"
 ]
}

 The dataset includes 43 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002148-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hdxsqr
title: Occurrence Download

description: A dataset containing 199169 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The reptiles and amphibians collection (RA) of the Muséum national d'Histoire Naturelle (MNHN - Paris)"
 ]
}

 The dataset includes 199169 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003407-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tjdpey
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Aves Argentinas / Asociación Ornitológica del Plata - Colección de registros observacionales de aves silvestres argentinas - Lista Narosky: familia Pelecanoididae"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0162758-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.otc0p0
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((40 50,60 50,60 60,40 60,40 50))",
 "TaxonKey is Isoetes lacustris L."
 ]
}

 The dataset includes 18 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002146-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rfmayk
title: Occurrence Download

description: A dataset containing 3227 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Handroanthus chrysanthus (Jacq.) S.O.Grose"
 ]
}

 The dataset includes 3227 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003407-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dm6fjq
title: Occurrence Download

description: A dataset containing 180 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Chromolaena christieana (Baker) R.M.King & H.Rob."
 ]
}

 The dataset includes 180 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0162768-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nkutrh
title: Occurrence Download

description: A dataset containing 360 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium obliquum L."
 ]
}

 The dataset includes 360 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083288-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.o6tkob
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cinnamomum illicioides A.Chev."
 ]
}

 The dataset includes 15 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003408-150410134957023/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wmakhv
title: Occurrence Download

description: A dataset containing 277 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Eupatorium L."
 ]
}

 The dataset includes 277 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0162766-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yjj5ro
title: Occurrence Download

description: A dataset containing 206 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ochlandra Thwaites"
 ]
}

 The dataset includes 206 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003408-150422101436696/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25921/7jwh-1g79
title: EK60 Water Column Sonar Data Collected During NF1804
DOI: 10.15468/dl.bydyag
title: Occurrence Download

description: A dataset containing 935843 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Philippines"
 ]
}

 The dataset includes 935843 records from 653 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003408-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/dans-x4q-qhmv
title: 18090072 Houten Prins Bernardweg 38 18090072 Rapportage BO IVO Houten, Prins Bernardweg 38 eindversie BG

description: &lt;p&gt;Voor dit project is een bureauonderzoek en een verkennend archeologisch onderzoek uitgevoerd in een plangebied aan de Prins Bernardweg te Houten, n.a.v. de aanvraag van een omgevingsvergunning. Dit onderzoek concludeerde dat er in het plangebied een lage archeologische verwachtingswaarde geldt voor de Bronstijd tot en met de Nieuwe Tijd.&lt;/p&gt;
DOI: 10.17026/dans-24u-dzpu
title: 18100061 Zevenbergen Hazeldonkse Zandweg 40 18100061 Rapportage BO IVO Zevenbergen, Zandweg 40 definitief BG

description: &lt;p&gt;Voor dit project is een bureauonderzoek en een verkennend archeologisch onderzoek uitgevoerd op een plangebied aan de Hazeldonkse Zandweg te Zevenbergen, n.a.v. een voorgenomen herinrichting van het plangebied. Dit onderzoek concludeerde dat er in het plangebied een lage archeologische verwachtingswaarde geldt.&lt;/p&gt;
DOI: 10.17026/dans-zrt-x2fx
title: 19040021 Welberg Welbergsedijk 20 22a 19040021 Rapportage (BO IVO) Welberg, Welbergsedijk 20-22a definitief-bg

description: &lt;p&gt;Voor dit project zijn een bureauonderzoek en een verkennend archeologisch onderzoek uitgevoerd in een plangebied aan de Welbergsedijk te Welberg, n.a.v. een bestemmingsplanwijziging. Dit onderzoek concludeerde dat er een lage archeologische verwachtingswaarde geldt in het plangebied.&lt;/p&gt;
DOI: 10.15468/dl.q9btkh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Enteromius nigroluteus, Enteromius niokoloensis, Enteromius nounensis, Enteromius nyanzae, Enteromius okae, Enteromius oligogrammus, Enteromius olivaceus, Enteromius owenae, Enteromius pallidus, Enteromius paludinosus, Enteromius papilio, Enteromius parablabes, Enteromius parajae, Enteromius pellegrini, Enteromius perince, Enteromius petchkovskyi, Enteromius pleurogramma, Enteromius pobeguini, Enteromius poechii, Enteromius prionacanthus, Enteromius profundus, Enteromius pseudotoppini, Enteromius pumilus, Enteromius punctitaeniatus, Enteromius pygmaeus, Enteromius quadralineatus, Enteromius quadrilineatus, Enteromius quadripunctatus, Enteromius raimbaulti, Enteromius rapax, Enteromius roussellei, Enteromius rouxi, Enteromius rubrostigma, Enteromius salessei, Enteromius serengetiensis, Enteromius sexradiatus, Enteromius seymouri, Enteromius stanleyi, Enteromius stauchi, Enteromius stigmatopygus, Enteromius subinensis, Enteromius sublineatus, Enteromius sylvaticus, Enteromius syntrechalepis, Enteromius taeniopleura, Enteromius taeniurus, Enteromius tanapelagius, Enteromius tegulifer, Barbus tetraspilus, Enteromius tetraspilus, Enteromius tetrastigma, Enteromius teugelsi, Enteromius thamalakanensis, Enteromius thysi, Enteromius tiekoroi, Enteromius tomiensis, Enteromius tongaensis, Enteromius toppini, Enteromius traorei, Enteromius treurensis, Enteromius trimaculatus, Enteromius trinotatus, Enteromius trispiloides, Enteromius trispilomimus, Enteromius trispilopleura, Enteromius trispilos, Enteromius turkanae, Enteromius unitaeniatus, Enteromius urostigma, Enteromius usambarae, Enteromius vanderysti, Labeobarbus vanderysti, Enteromius vandewallei, Enteromius venustus, Enteromius viktorianus, Enteromius viviparus, Enteromius walkeri, Enteromius wellmani, Enteromius yeiensis, Enteromius yongei, Enteromius zalbiensis, Enteromius zanzibaricus, Garra aethiopica, Garra allostoma, Garra andruzzii, Garra blanfordii, Garra congoensis, Garra dembecha, Garra dembeensis, Garra duobarbis, Garra ethelwynnae, Garra geba, Garra hindii, Garra ignestii, Garra lancrenonensis, Garra makiensis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((43.2262 -16.9066,42.991 -16.6199,42.5693 -16.563,42.237 -16.8562,42.2373 -17.2371,42.4892 -17.5028,42.907 -17.5351,43.1823 -17.3111,43.2262 -16.9066))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033755-250827131500795/datasets/export for details.
DOI: 10.17026/dans-xud-79gk
title: 19040070 Boerdonk Boerdonksedijk 44 19040070 Rapportage BO IVO Boerdonk, Boerdonksedijk 44 definitief-bg

description: &lt;p&gt;Tijdens dit project is een bureauonderzoek en een archeologisch verkennend onderzoek uitgevoerd in een plangebied aan de Boerdonksedijk te Boerdonk, n.a.v. de aanvraag van een omgevingsvergunning. Dit onderzoek concludeerde dat er in het plangebied een lage archeologische verwachting is.&lt;/p&gt;
DOI: 10.15468/dl.5m6jpr
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033756-250827131500795/datasets/export for details.
DOI: 10.17026/dans-x57-42km
title: 19010063 Oud Gastel Klaverweide 19010063 Rapportage BO IVO Oud Gastel, Klaverweide (ong.) definitief-bg

description: &lt;p&gt;Tijdens dit project is een bureauonderzoek en een archeologisch verkennend onderzoek uitgevoerd in een plangebied aan de Klaverweide te Oud Gastel, n.a.v. de aanvraag van een bestemmingsplanwijziging ten behoeve van de realisatie van een bedrijventerrein. Dit onderzoek concludeerde dat er in het plangebied een middelhoge archeologische verwachting is voor restanten uit het laat Paleolithicum tot en met de Late Middeleeuwen, en een hoge verwachting voor restanten uit de Nieuwe Tijd.&lt;/p&gt;
DOI: 10.15468/dl.wyd2ey
title: Occurrence Download

description: A dataset containing 41049052 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 {
 "not" : {
 "PhylumKey" : [
 "is Chordata"
 ]
 }
 },
 "ClassKey is one of (Thaliacea, Ascidiacea, Appendicularia, Leptocardii)"
 ]
 },
 "KingdomKey is Animalia",
 "DatasetKey is one of (University of Texas, Biodiversity Center, Entomology Collection (UTIC), Texas A&M University Insect Collection, iNaturalist Research-grade Observations, NMNH Extant Specimen Records (USNM, US), Museum at Texas Tech University Invertebrate Zoology Collection, UTEP Insects (Arctos), Snow Entomological Museum Collection)",
 "OccurrenceStatus is Present",
 "Modified is greater than or equal to 1500-09-05"
 ]
}

 The dataset includes 41049052 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033697-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/dans-xzn-vc45
title: 18030066 Made Zandstraat 79 18030066 Rapportage (BO IVO) Made, Zandstraat 79 def

description: &lt;p&gt;Tijdens dit project is een bureauonderzoek en een archeologisch verkennend onderzoek uitgevoerd in een plangebied aan de Zandstraat te Made, n.a.v. het voornemen een bestemmingsplanwijziging door te voeren. Dit onderzoek concludeerde dat er in het plangebied een hoge archeologische verwachting is voor resten uit het laat Paleolithicum tot en met de Late Middeleeuwen in de westelijke helft van het onderzoeksgebied.&lt;/p&gt;
DOI: 10.15468/dl.2runbu
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033757-250827131500795/datasets/export for details.
DOI: 10.17026/dans-zhd-gnpb
title: 19030079 Made Voorstraat 25 19030079 Rapportage (BO IVO) Made, Voorstraat 25 definitief-bg

description: &lt;p&gt;Voor dit project is bureauonderzoek en archeologisch verkennend onderzoek uitgevoerd in een plangebied aan de Voorstraat te Made, n.a.v. de aanvraag van een omgevingsvergunning. Dit onderzoek concludeerde dat er in het zuiden en zuidoosten van het plangebied een hoge archeologische verwachtingswaarde is, maar dat de rest van het gebied helaas verstoord is en een lage verwachtingswaarde heeft.&lt;/p&gt;
DOI: 10.5281/zenodo.17066245
title: Zhihu Urban Discourse on Suzhou (2015–2025): Annotated Sentiment and Topic Classification Dataset

description: This dataset was compiled for the study “Adding Sociodigital Discourse to Public Engagement Tools in the Design and Planning of Industrial Cities in China: An NLP-Based Sentiment Analysis in the Context of Suzhou.” It contains user-generated text responses from the Chinese Q&A platform Zhihu related to urban life in Suzhou between 2015 and 2025.

The dataset was collected using a custom Python-based web scraping script (Selenium with ChromeDriver) applied to 22 Zhihu forums addressing themes such as housing, transport, governance, social integration, and cultural identity. Only publicly accessible comments were collected; no login, bypass, or private data was used. 

Each entry in the dataset includes:





Comment Text (Chinese, UTF-8 encoded)




Publication Year and Timestamp




Engagement Metrics: upvotes, number of replies




Sentiment Scores: polarity score (continuous range from –1 to +1), categorical sentiment (positive/neutral/negative) derived from the IDEA-CCNL/Erlangshen-Roberta-110M-Sentiment model




Topic Labels: thematic classification into categories such as housing, transport, public space, retail, social belonging, exclusion/class, city identity, comparative judgement, governance, and decentralization




Weighted Sentiment: polarity score multiplied by upvote count to capture resonance



Size & Format





~6,000 comments




CSV format, UTF-8 encoded




Columns: 回答者姓名 (respondent name, anonymized), 发布或编辑日期 (date), 赞同数 (upvotes), 评论数 (number of replies), 回答内容 (answer text), 自动分类主题 (topic labels), 情绪倾向 (sentiment label), 正面概率 (positive probability), 负面概率 (negative probability), 情绪极性分数 (sentiment polarity score), 评论权重极性分数 (weighted sentiment score).



Potential Uses

The dataset can support research in:





Urban planning and governance in China




Computational social science and sentiment analysis




Chinese language NLP and sarcasm detection




Comparative studies of industrial cities and public engagement



Ethical Statement

This dataset is derived exclusively from publicly accessible Zhihu forums. To preserve user privacy, all personal identifiers have been removed. The dataset should be used strictly for academic and non-commercial purposes.
DOI: 10.5281/zenodo.17066246
title: Zhihu Urban Discourse on Suzhou (2015–2025): Annotated Sentiment and Topic Classification Dataset

description: This dataset was compiled for the study “Adding Sociodigital Discourse to Public Engagement Tools in the Design and Planning of Industrial Cities in China: An NLP-Based Sentiment Analysis in the Context of Suzhou.” It contains user-generated text responses from the Chinese Q&A platform Zhihu related to urban life in Suzhou between 2015 and 2025.

The dataset was collected using a custom Python-based web scraping script (Selenium with ChromeDriver) applied to 22 Zhihu forums addressing themes such as housing, transport, governance, social integration, and cultural identity. Only publicly accessible comments were collected; no login, bypass, or private data was used. 

Each entry in the dataset includes:





Comment Text (Chinese, UTF-8 encoded)




Publication Year and Timestamp




Engagement Metrics: upvotes, number of replies




Sentiment Scores: polarity score (continuous range from –1 to +1), categorical sentiment (positive/neutral/negative) derived from the IDEA-CCNL/Erlangshen-Roberta-110M-Sentiment model




Topic Labels: thematic classification into categories such as housing, transport, public space, retail, social belonging, exclusion/class, city identity, comparative judgement, governance, and decentralization




Weighted Sentiment: polarity score multiplied by upvote count to capture resonance



Size & Format





~6,000 comments




CSV format, UTF-8 encoded




Columns: 回答者姓名 (respondent name, anonymized), 发布或编辑日期 (date), 赞同数 (upvotes), 评论数 (number of replies), 回答内容 (answer text), 自动分类主题 (topic labels), 情绪倾向 (sentiment label), 正面概率 (positive probability), 负面概率 (negative probability), 情绪极性分数 (sentiment polarity score), 评论权重极性分数 (weighted sentiment score).



Potential Uses

The dataset can support research in:





Urban planning and governance in China




Computational social science and sentiment analysis




Chinese language NLP and sarcasm detection




Comparative studies of industrial cities and public engagement



Ethical Statement

This dataset is derived exclusively from publicly accessible Zhihu forums. To preserve user privacy, all personal identifiers have been removed. The dataset should be used strictly for academic and non-commercial purposes.
DOI: 10.15468/dl.g47j46
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033758-250827131500795/datasets/export for details.
DOI: 10.17026/dans-xbm-uxxj
title: 19020069 Dieden Langestraat ong 19020069 Rapportage BO IVO Dieden, Langestraat definitief-bg

description: &lt;p&gt;Voor dit project is bureauonderzoek en archeologisch verkennend onderzoek uitgevoerd in een plangebied aan de Langestraat te Dieden, n.a.v. een beoogde bestemmingsplanwijziging. Dit onderzoek concludeerde dat er in het plangebied een lage archeologische verwachtingswaarde is.&lt;/p&gt;