cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4fcmxs
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Natural History Museum (London) Collection Specimens",
 "OccurrenceStatus is Present",
 "RecordedBy is one of (G B. Price, Col. George B. Price C.M.G.)",
 "Year 1914-1918"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064640-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cfeyq4
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "DatasetKey is Natural History Museum (London) Collection Specimens",
 "OccurrenceStatus is Present",
 "RecordedBy is George Charles Brown",
 "Year 1914-1918"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050975-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ttyqv6
title: Occurrence Download

description: A dataset containing 432 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Edinburgh (E) Herbarium Specimens",
 "OccurrenceStatus is Present",
 "RecordedBy is Evans, William Edgar",
 "Year 1917-1920"
 ]
}

 The dataset includes 432 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051504-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3nmktz
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Natural History Museum (London) Collection Specimens",
 "OccurrenceStatus is Present",
 "RecordedBy is Donald Robert Grantham",
 "Year 1914-1919"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070712-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sy7kqv
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Serbia",
 "RecordedBy is one of (Miss M P. Tindall Lucas, M P. Lucas)",
 "Year 1919-1919"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051515-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gbnh8e
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Natural History Museum (London) Collection Specimens",
 "OccurrenceStatus is Present",
 "RecordedBy is W.S. Goodhew",
 "Year 1914-1919"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070701-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.58x9jy
title: Occurrence Download

description: A dataset containing 144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Royal Botanic Gardens, Kew - Herbarium Specimens",
 "OccurrenceStatus is Present",
 "RecordedBy is one of (Harris, G.W., Harris, G.W. (Capt.), Harris, G.W. (Major), Harris, G.W.; Turrill, W.B.)",
 "Year 1918-1918"
 ]
}

 The dataset includes 144 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020700-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7p3anh
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Royal Botanic Gardens, Kew - Herbarium Specimens",
 "OccurrenceStatus is Present",
 "RecordedBy is one of (Turrill, W.B. (Dr.), Turrill, Turrill, W.B.)",
 "Year 1917-1917"
 ]
}

 The dataset includes 88 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020670-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7yhuam
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Royal Botanic Gardens, Kew - Herbarium Specimens",
 "OccurrenceStatus is Present",
 "RecordedBy is Baker, A.F.",
 "Year 1914-1918"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020749-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jycpxv
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Royal Botanic Gardens, Kew - Herbarium Specimens",
 "OccurrenceStatus is Present",
 "RecordedBy is Turner, L.V.",
 "Year 1917-1918"
 ]
}

 The dataset includes 103 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020721-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.njuy4t
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Royal Botanic Gardens, Kew - Herbarium Specimens",
 "OccurrenceStatus is Present",
 "RecordedBy is Russell, J.M.",
 "Year 1918-1918"
 ]
}

 The dataset includes 56 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020713-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.knsrxh
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Natural History Museum (London) Collection Specimens",
 "OccurrenceStatus is Present",
 "RecordedBy is one of (Maj.-Gen. Sir. William Henry Rycroft, William Henry Rycroft, W Rycroft)",
 "Year 1919-1919"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052552-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h2u6ss
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "DatasetKey is Edinburgh (E) Herbarium Specimens",
 "OccurrenceStatus is Present",
 "RecordedBy is Evans, William Edgar",
 "Year 1917-1917"
 ]
}

 The dataset includes 16 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064710-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r67h4x
title: Occurrence Download

description: A dataset containing 337 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Iraq",
 "DatasetKey is Edinburgh (E) Herbarium Specimens",
 "OccurrenceStatus is Present",
 "RecordedBy is Evans, William Edgar",
 "Year 1917-1920"
 ]
}

 The dataset includes 337 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064714-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rhsfpv
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "CatalogNumber" : [
 "is BM000078132"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071564-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jecph3
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Natural History Museum (London) Collection Specimens",
 "OccurrenceStatus is Present",
 "RecordedBy is John Ramsbottom",
 "Year 1917-1917"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055968-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qvha3p
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Natural History Museum (London) Collection Specimens",
 "OccurrenceStatus is Present",
 "RecordedBy is Lieut A Ogilvie",
 "Year 1914-1918"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064571-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6zeqva
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "RecordedBy is one of (Peter Hadland Davis, Davis, P. H., P. H. Davis)",
 "Year 1939-1945"
 ]
}

 The dataset includes 103 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055075-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ksk4yc
title: Occurrence Download

description: A dataset containing 373 species occurrences available in GBIF matching the query:
{
 "and" : [
 "RecordedBy is one of (McComish Capt. JD, McComish, Capt. J.D., McComish, J. D. (Capt.), McComish JD, McComish, J D, McComish, J.D. (Capt.), McComish, J.D. Capt., McComish, J.D., McComish, JD)",
 "Year 1933-1949"
 ]
}

 The dataset includes 373 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055057-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kyftkk
title: Occurrence Download

description: A dataset containing 4421 species occurrences available in GBIF matching the query:
{
 "RecordedBy" : [
 "is one of (Mary Clemens, Mary S. Clemens, CLEMENS, MARY STRONG, Joseph Clemens, Mary Strong Clemens, Joseph Clemens; M. S. Clemens, Joseph Clemens; Mary K. Strong Clemens, Joseph Clemens; M.S. Clemens, Joseph Clemens, Clemens, Joseph)"
 ]
}

 The dataset includes 4421 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055101-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nns3vv
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "DatasetKey is Royal Botanic Gardens, Kew - Herbarium Specimens",
 "OccurrenceStatus is Present",
 "RecordedBy is one of (MOORCROFT, Moorcroft, W., [Sgt. Moorcroft], [S/Lgt. Moorcroft])"
 ]
}

 The dataset includes 15 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055144-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zvr9qp
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "CatalogNumber" : [
 "is one of (BM000754976, BM000075985, BM000045140, BM001207408, BM000984478, BM000078090, K002431683, BM013851811, BM000846483, BM001001003, BM000613577, BM000756820, K000341535, K003507361, K004838461, BM000755021, BM000067607, BM000078132, BM000075926)"
 ]
}

 The dataset includes 19 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069200-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dtzt8d
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "CatalogNumber" : [
 "is one of (BM000942636, BM001019257, BM001031003, BM001079310, E00356345, BM001000982, BM001209465, BM000820202, BM000914286, BM001079281, BM001191865, BM000576274, BM000984480, BM001209463, BM000984478, BM013725364, BM000984479, BM001209474, K001064329, K000480379, BM001079282, BM001200168, K002909133, BM000929734, BM000847977, E00167955)"
 ]
}

 The dataset includes 26 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070921-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y4wquu
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Natural History Museum (London) Collection Specimens",
 "OccurrenceStatus is Present",
 "RecordedBy is Capt. Wallace",
 "Year 1918-1918"
 ]
}

 The dataset includes 47 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064558-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zsvzey
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "CatalogNumber" : [
 "is one of (BM000847967, K000341535, BM000078132, BM000078092, E00812028, BM000942636, K002174920, BM001201735, K002462922, K002717880, K004871163, K004578599)"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071256-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.14571
title: "Shangnong Youguo" brand image evaluation data
title: 《尚农优果》品牌形象评估数据

description: Real consumers fill in relevant data "Shangnong Youguo" brand evaluation data
description: Real consumers fill in relevant data "Shangnong Youguo" brand evaluation data
DOI: 10.15468/dl.mbny9f
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042384-250717081556266/datasets/export for details.
DOI: 10.15468/dl.hqn9y2
title: Occurrence Download

description: A dataset containing 6337 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Raphanus sativus",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6337 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042383-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.28386
title: Spatial Distribution Points of Major Coastal Aquaculture Zones in China (2022)
title: 中国主要近海养殖区空间分布点位数据 (2022)

description: This dataset is a derived product from the "first 2 m resolution multi-class national-scale spatial distribution dataset of offshore observable marine aquaculture in China (RCdata_2022_2m)". The original dataset, created using deep learning methods, extracted the polygon vector boundaries of raft and cage aquaculture zones in offshore China from high-resolution (HSR) remote sensing imagery.To facilitate rapid analysis and visualization, this dataset provides the geometric centroids of aquaculture polygons from the original dataset that have an area greater than 1200 square meters. Each centroid is a single data record, with attribute information that includes the area of the original polygon and its type: Raft (label: 1) or Cage (label: 2). The dataset is provided in the GeoPackage (.gpkg) format and serves as crucial data support for research in marine spatial planning, aquaculture capacity assessment, and marine ecological environment monitoring.Please contact the author to obtain the complete RCdata_2022_2m dataset.Related Paper：Chen, Y., He, G., Yin, R., Wang, G., & Peng, X. (2025). Hierarchical pyramid refined U-Net for creating the first 2 m resolution multi-class national-scale spatial distribution dataset of offshore observable marine aquaculture in China. International Journal of Digital Earth, 18(1). https://doi.org/10.1080/17538947.2025.2520471
description: This dataset is a derived product from the "first 2 m resolution multi-class national-scale spatial distribution dataset of offshore observable marine aquaculture in China (RCdata_2022_2m)". The original dataset, created using deep learning methods, extracted the polygon vector boundaries of raft and cage aquaculture zones in offshore China from high-resolution (HSR) remote sensing imagery.To facilitate rapid analysis and visualization, this dataset provides the geometric centroids of aquaculture polygons from the original dataset that have an area greater than 1200 square meters. Each centroid is a single data record, with attribute information that includes the area of the original polygon and its type: Raft (label: 1) or Cage (label: 2). The dataset is provided in the GeoPackage (.gpkg) format and serves as crucial data support for research in marine spatial planning, aquaculture capacity assessment, and marine ecological environment monitoring.Please contact the author to obtain the complete RCdata_2022_2m dataset.Related Paper：Chen, Y., He, G., Yin, R., Wang, G., & Peng, X. (2025). Hierarchical pyramid refined U-Net for creating the first 2 m resolution multi-class national-scale spatial distribution dataset of offshore observable marine aquaculture in China. International Journal of Digital Earth, 18(1). https://doi.org/10.1080/17538947.2025.2520471
DOI: 10.57760/sciencedb.28408
title: Panel var low income countries
title: Panel var low income countries

description: The data spans over various macroeconomic variables, including FDI, GDP growth, Inflation, Labor force participation rate, Gross fixed capital formation, Unemployment, and regulation index for 20 low-income African countries. The data span from 2008 to 2022, making it a comprehensive empirical dataset on the said group of countries.
description: The data spans over various macroeconomic variables, including FDI, GDP growth, Inflation, Labor force participation rate, Gross fixed capital formation, Unemployment, and regulation index for 20 low-income African countries. The data span from 2008 to 2022, making it a comprehensive empirical dataset on the said group of countries.
DOI: 10.57760/sciencedb.xbyxb.00103
title: Develop a predictive model for the efficacy of multiple myeloma by combining multi-omics and machine learning
title: 结合多组学和机器学习构建多发性骨髓瘤疗效预测模型

description: The aim of this study is to develop a machine learning model for predicting efficacy in newly diagnosed multiple myeloma (NDMM) patients, in order to advance the treatment management of MM. From August 2022 to July 2023, serum samples were collected from NDMM patients and treatment patients, and serum metabolites were analyzed. Based on the results of metabolomics analysis and combined with the transcriptome sequencing data of NDMM patients in the database, the patients were grouped according to the treatment effects, and the differentially expressed amino acid metabolism-related genes (AAMG) among patients with different treatment effects were screened out. Bioinformatics analysis and machine learning were utilized to construct a model for predicting efficacy in NDMM patients. This model can be used to screen for PRMM patients. 
description: The aim of this study is to develop a machine learning model for predicting efficacy in newly diagnosed multiple myeloma (NDMM) patients, in order to advance the treatment management of MM. From August 2022 to July 2023, serum samples were collected from NDMM patients and treatment patients, and serum metabolites were analyzed. Based on the results of metabolomics analysis and combined with the transcriptome sequencing data of NDMM patients in the database, the patients were grouped according to the treatment effects, and the differentially expressed amino acid metabolism-related genes (AAMG) among patients with different treatment effects were screened out. Bioinformatics analysis and machine learning were utilized to construct a model for predicting efficacy in NDMM patients. This model can be used to screen for PRMM patients.
DOI: 10.57760/sciencedb.28159
title: Nitrogen-Boron Co-Doped Lignin-Derived Biocarbon for High Capacitive Performance of Supercapacitors
title: Nitrogen-Boron Co-Doped Lignin-Derived Biocarbon for High Capacitive Performance of Supercapacitors

description: FTIR, XRD, SEM, CV and GCD data
description: FTIR, XRD, SEM, CV and GCD data
DOI: 10.57760/sciencedb.j00124.00249
title: calculation models, original data, and data processed by Origin in paper "Structure-activity relationships of Ag and Zn doped Cu/MOR and catalytic performance for the activation of methane C-H bond" published in "Journal of Fuel Chemistry and Technology"
title: 《Ag、Zn掺杂Cu/MOR催化甲烷中C-H键活化的构效关系研究》-燃料化学学报-计算模型、原始数据及origin处理数据

description: The dataset consists of five components:(1) models and data with Cu₂MO₃/MOR structure（M = Cu、Ag、Zn、Fe、Ni、Mn、Mo、Co、Ti、V、Ce）(2) models and data with CuM₂O₃/MOR structure（M = Cu、Ag、Zn、Fe、Ni、Mn、Mo、Co、Ti、V、Ce）(3) models and data with M-O-M/MOR structure（M = Cu、Ag、Zn、Fe、Ni、Mn、Mo、Co、Ti、V、Ce）(4) models and data with M₃O₃/MOR structure（M = Cu、Ag、Zn、Fe、Ni、Mn、Mo、Co、Ti、V、Ce）(5) Origin-processed data
description: The dataset consists of five components:(1) models and data with Cu₂MO₃/MOR structure（M = Cu、Ag、Zn、Fe、Ni、Mn、Mo、Co、Ti、V、Ce）(2) models and data with CuM₂O₃/MOR structure（M = Cu、Ag、Zn、Fe、Ni、Mn、Mo、Co、Ti、V、Ce）(3) models and data with M-O-M/MOR structure（M = Cu、Ag、Zn、Fe、Ni、Mn、Mo、Co、Ti、V、Ce）(4) models and data with M₃O₃/MOR structure（M = Cu、Ag、Zn、Fe、Ni、Mn、Mo、Co、Ti、V、Ce）(5) Origin-processed data
DOI: 10.57760/sciencedb.28150
title: Pre-Miocene evolutionary dynamics of tropical rainforests from a dated phylogeny of the palm family
title: Pre-Miocene evolutionary dynamics of tropical rainforests from a dated phylogeny of the palm family

description: Sequence alignment including 105 plastid regions of 677 accessions.
description: Sequence alignment including 105 plastid regions of 677 accessions.