cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.gk9wfd
title: Occurrence Download

description: A dataset containing 608 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mansoa hymenaea (A.DC.) A.H.Gentry)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 608 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053754-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.22te8s
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sigmodon peruanus J.A.Allen, 1897"
 ]
}

 The dataset includes 104 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091608-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d9tdfh
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "Month is January",
 "TaxonKey is Ara macao (Linnaeus, 1758)",
 "Year 2019-2021"
 ]
}

 The dataset includes 42 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0294520-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lxl3uo
title: Occurrence Download

description: A dataset containing 541 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Melicope xanthoxyloides (F.Muell.) T.G.Hartley",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 541 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011615-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qthhja
title: Occurrence Download

description: A dataset containing 116291 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hippocrepis comosa L.",
 "Year 1970-2021"
 ]
}

 The dataset includes 116291 records from 295 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075407-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.teqkwn
title: Occurrence Download

description: A dataset containing 249 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Foudia rubra (Gmelin, 1789)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 249 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009067-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.22cwci
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Metachirus nudicaudatus (Desmarest, 1817)"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027113-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bskzr2
title: Occurrence Download

description: A dataset containing 4091 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Handroanthus chrysanthus (Jacq.) S.O.Grose"
 ]
}

 The dataset includes 4091 records from 172 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0302733-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oer1dp
title: Occurrence Download

description: A dataset containing 1736 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lissachatina fulica (Bowdich, 1822)"
 ]
}

 The dataset includes 1736 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000651-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4tnfis
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helicia falcata C.Y.Wu"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006323-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5c7pht
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((112.32861 23.95679,112.80322 23.4646,113.34815 23.37671,114.20947 23.16577,116.47705 23.35913,117.8877 24.4292,119.13135 25.80249,120.1333 27.2439,120.44971 29.68726,119.46533 32.23608,117.18018 32.85132,115.36963 32.85132,113.96338 32.71069,112.06494 32.11304,111.01025 28.89624,111.23877 26.61108,111.2915 25.64429,112.32861 23.95679))",
 "TaxonKey is Ciconia nigra (Linnaeus, 1758)"
 ]
}

 The dataset includes 71 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034759-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8tjdmy
title: Occurrence Download

description: A dataset containing 146 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Syzygium floribundum F.Muell.",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 146 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000651-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nha85n
title: Occurrence Download

description: A dataset listing the 3267774 species recorded in GBIF matching the query:
{
 "OccurrenceStatus" : [
 "is Present"
 ]
}

 The dataset's 3267774 records were derived from 31588 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056524-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uorycg
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gaylussacia centunculifolia Sleumer"
 ]
}

 The dataset includes 32 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007886-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.my2996
title: Occurrence Download

description: A dataset containing 3052 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mitella nuda L."
 ]
}

 The dataset includes 3052 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122781-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ff83p4
title: Occurrence Download

description: A dataset containing 31805 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Unknown evidence"
 ]
 },
 "Geometry POLYGON((-89.61269 13.9033,-89.65591 13.90641,-89.67674 13.88433,-89.68762 13.84764,-89.70939 13.77302,-89.69571 13.73104,-89.64503 13.72047,-89.5505 13.75778,-89.53962 13.7696,-89.51101 13.79043,-89.49671 13.81686,-89.488 13.84111,-89.48521 13.87314,-89.55734 13.92476,-89.60491 13.9232,-89.61269 13.9033))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 31805 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0343240-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xu56mt
title: Occurrence Download

description: A dataset containing 1041 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stenocercus guentheri (Boulenger, 1885)"
 ]
}

 The dataset includes 1041 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052585-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dkfv7j
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Jasione montana L.",
 "HasCoordinate is true",
 "Country is Iceland",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0128996-240321170329656/datasets/export for details.
DOI: 10.15468/dl.nugc34
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stephanandra Siebold & Zucc."
 ]
}

 The dataset includes 28 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052590-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.698sns
title: Occurrence Download

description: A dataset containing 1090769571 species occurrences available in GBIF matching the query:
{
 "Continent" : [
 "is one of (North America, South America)"
 ]
}

 The dataset includes 1090769571 records from 13947 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0239969-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7u7n7k
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trifolium medium",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 37 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034296-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zebfah
title: Occurrence Download

description: A dataset containing 595 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aleurocystidiellum disciforme"
 ]
}

 The dataset includes 595 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034297-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kvkx8b
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amauroderma intermedium"
 ]
}

 The dataset includes 95 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034298-250827131500795/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.30067627
title: RAG retrieves the quality assessment dataset

description: <b><i>This dataset aims to assess the impact of retrieval quality on the generation effect of the Retrieval Enhancement generation (RAG) system, and it contains a total of 728 samples. During the data collection process, we screened out 728 real user queries of different complexities from the public question-answering datasets (including SQuAD, Natural Questions and WebQuestions), covering various types such as factual questions and answers, multi-hop reasoning, and opinion queries. For each query, a hybrid retrieval strategy based on BM25 and Sentence-BERT is used to obtain relevant documents from the Wikipedia corpus, retrieving 5 to 15 documents for each query.</i></b><b><i>During the data processing stage, we extracted eight key features through a combination of manual annotation and automatic calculation: three annotators independently evaluated the query complexity (1 to 10 points) and took the average. Document relevance is achieved by fusing the relevance score based on annotations (0-1) with the predicted values of the pre-trained model. The semantic similarity between documents is calculated through Sentence-BERT, and the retrieval diversity features are generated by combining the diversity score based on TF-IDF. Automatically calculate the coverage of key entities using the entity linking tool; Quantify information redundancy based on the degree of overlap of document content; Record the actual number of retrieved documents as the retrieval depth; Finally, five experts will rate the generated responses from three dimensions: relevance, accuracy and completeness (0 to 100 points), which will serve as the final quality label. All eigenvalues have undergone standardized processing to ensure that the data range is reasonable and in line with the actual application scenarios, providing a real and reliable research basis for the optimization of the retrieval strategy and quality assessment of the RAG system.</i></b>
DOI: 10.6084/m9.figshare.30067627.v2
title: RAG retrieves the quality assessment dataset

description: <b><i>This dataset aims to assess the impact of retrieval quality on the generation effect of the Retrieval Enhancement generation (RAG) system, and it contains a total of 728 samples. During the data collection process, we screened out 728 real user queries of different complexities from the public question-answering datasets (including SQuAD, Natural Questions and WebQuestions), covering various types such as factual questions and answers, multi-hop reasoning, and opinion queries. For each query, a hybrid retrieval strategy based on BM25 and Sentence-BERT is used to obtain relevant documents from the Wikipedia corpus, retrieving 5 to 15 documents for each query.</i></b><b><i>During the data processing stage, we extracted eight key features through a combination of manual annotation and automatic calculation: three annotators independently evaluated the query complexity (1 to 10 points) and took the average. Document relevance is achieved by fusing the relevance score based on annotations (0-1) with the predicted values of the pre-trained model. The semantic similarity between documents is calculated through Sentence-BERT, and the retrieval diversity features are generated by combining the diversity score based on TF-IDF. Automatically calculate the coverage of key entities using the entity linking tool; Quantify information redundancy based on the degree of overlap of document content; Record the actual number of retrieved documents as the retrieval depth; Finally, five experts will rate the generated responses from three dimensions: relevance, accuracy and completeness (0 to 100 points), which will serve as the final quality label. All eigenvalues have undergone standardized processing to ensure that the data range is reasonable and in line with the actual application scenarios, providing a real and reliable research basis for the optimization of the retrieval strategy and quality assessment of the RAG system.</i></b>
DOI: 10.6084/m9.figshare.30067627.v1
title: RAG 检索质量评估数据集

description: 该数据集旨在评估检索质量对检索增强生成（RAG）系统生成效果的影响，共包含728个样本。在数据收集过程中，我们从公开的问答数据集（包括SQuAD、Natural Questions和WebQuestions）中筛选出728个不同复杂程度的真实用户查询，涵盖事实问答、多跳推理、观点查询等多种类型。对于每个查询，使用基于 BM25 和 Sentence-BERT 的混合检索策略从维基百科语料库中获取相关文档，每次查询检索 5 到 15 个文档。在数据处理阶段，我们通过人工标注和自动计算相结合的方式，提取了8个关键特征：3名标注者独立评估查询复杂度（1-10分）并取平均值。文档相关性是通过将基于注释 （0-1） 的相关性分数与预训练模型的预测值融合而获得的。通过Sentence-BERT计算文档之间的语义相似度，结合基于TF-IDF的多样性评分生成检索多样性特征。使用实体链接工具自动计算关键实体的覆盖率;根据文档内容的重叠程度量化信息冗余;将实际检索到的文档数量记录为检索深度;最后，五位专家将从相关性、准确性和完整性（0 到 100 分）三个维度对生成的响应进行评分，作为最终的质量标签。所有特征值均经过标准化处理，确保数据范围合理且符合实际应用场景，为RAG系统检索策略的优化和质量评估提供了真实可靠的研究依据。
DOI: 10.15468/dl.mpv7n4
title: Occurrence Download

description: A dataset containing 542 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Belonesox belizanus",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 542 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034299-250827131500795/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.30007327
title: Test1

description: test
DOI: 10.6084/m9.figshare.30007327.v11
title: Test1

description: test
DOI: 10.6084/m9.figshare.30007327.v10
title: Test1

description: test
DOI: 10.15468/dl.29ur54
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amauroderma pseudoboletus"
 ]
}

 The dataset includes 43 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034300-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bt47jp
title: Occurrence Download

description: A dataset containing 402109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Luzula multiflora"
 ]
}

 The dataset includes 402109 records from 1370 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034216-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z2hvba
title: Occurrence Download

description: A dataset containing 2106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Garra ornata, Garra regressus, Garra tana, Garra trewavasae, Garra waterloti, Gobiomorphus gobioides, Hypophthalmichthys nobilis, Labeo alluaudi, Labeo alticentralis, Labeo altivelis, Labeo annectens, Labeo ansorgii, Labeo barbatus, Labeo batesii, Labeo bottegi, Labeo boulengeri, Labeo brachypoma, Labeo brunellii, Labeo camerunensis, Labeo capensis, Labeo chariensis, Labeo congoro, Labeo coubie, Labeo curriei, Labeo cyclopinnis, Labeo cyclorhynchus, Labeo cylindricus, Labeo degeni, Labeo dhonti, Labeo falcipinnis, Labeo forskalii, Labeotropheus fuelleborni, Labeo fulakariensis, Labeo greenii, Labeo gregorii, Labeo horie, Labeo kibimbi, Labeo kirkii, Labeo lineatus, Labeo longipinnis, Labeo lualabaensis, Labeo lukulae, Labeo luluae, Labeo lunatus, Labeo macrostoma, Labeo maleboensis, Labeo mesops, Labeo molybdinus, Labeo nasus, Labeo nigricans, Labeo niloticus, Labeo nunensis, Labeo parvus, Labeo percivali, Labeo polli, Labeo quadribarbis, Labeo rectipinnis, Labeo reidi, Labeobarbus rocadasi, Labeo rosae, Labeo roseopunctatus, Labeo rouaneti, Labeo rubromaculatus, Labeo ruddi, Labeo sanagaensis, Labeo seeberi, Labeo senegalensis, Labeo simpsoni, Labeo sorex, Labeo tongaensis, Labeo trigliceps, Labeo umbratus, Labeo victorianus, Labeo weeksii, Labeo werneri, Labeo worthingtoni, Labeobarbus acuticeps, Labeobarbus acutirostris, Labeobarbus aeneus, Labeobarbus alluaudi, Labeobarbus altianalis, Labeobarbus altipinnis, Labeobarbus ansorgii, Labeobarbus aspius, Labeobarbus axelrodi, Labeobarbus batesii, Labeobarbus beso, Labeobarbus brauni, Labeobarbus brevispinis, Labeobarbus bynni, Labeobarbus bynni occidentalis, Labeobarbus bynni waldroni, Labeobarbus cardozoi, Labeobarbus caudovittatus, Labeobarbus clarkeae, Labeobarbus claudinae, Labeobarbus codringtonii, Labeobarbus compiniei, Labeobarbus crassibarbis, Labeobarbus dainellii)",
 "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 ((35.2919 -25.0813,35.4247 -24.9401,28.1382 -24.9401,28.1382 -33.4828,28.196 -33.4487,30.377 -31.6356,31.6769 -29.761,32.8025 -28.8229,33.358 -27.1012,33.4492 -25.7792,35.2919 -25.0813))"
 ]
}

 The dataset includes 2106 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034301-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ce5c5w
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trifolium michelianum",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 76 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034302-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wu9b4f
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trifolium michelianum",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034304-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7hum2u
title: Occurrence Download

description: A dataset containing 303 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Diesel contamination of Antarctic soils and sediments"
 ]
}

 The dataset includes 303 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034305-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v8hshe
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trifolium michelianum",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034303-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4whre3
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Wrightoporia ochrocrocea"
 ]
}

 The dataset includes 25 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034306-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.