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

description: A dataset containing 11020 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation)",
 "Country is one of (China, India, Nepal, Afghanistan, Tajikistan, Bhutan, Myanmar, Pakistan, Kyrgyzstan)",
 "Geometry POLYGON((65 25,106 25,106 40,65 40,65 25))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2000-2025"
 ]
}

 The dataset includes 11020 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024463-251025141854904/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.30447140
title: Chromosome-level genome assembly of the social amoeba <i>Heterostelium pallidum</i>

description: This dataset presents the first high-quality, chromosome-level genome assembly for <i>Heterostelium pallidum</i>, the type species of the genus <i>Heterostelium</i>. The assembly was generated by integrating Illumina short reads, PacBio HiFi long reads, and Hi-C sequencing data. The final assembled genome is 33.07 Mb in size, with a scaffold N50 of 2.61 Mb.
DOI: 10.6084/m9.figshare.30447140.v1
title: Chromosome-level genome assembly of the social amoeba <i>Heterostelium pallidum</i>

description: This dataset presents the first high-quality, chromosome-level genome assembly for <i>Heterostelium pallidum</i>, the type species of the genus <i>Heterostelium</i>. The assembly was generated by integrating Illumina short reads, PacBio HiFi long reads, and Hi-C sequencing data. The final assembled genome is 33.18 Mb in size, with a scaffold N50 of 2.61 Mb.
DOI: 10.6084/m9.figshare.30447140.v2
title: Chromosome-level genome assembly of the social amoeba <i>Heterostelium pallidum</i>

description: This dataset presents the first high-quality, chromosome-level genome assembly for <i>Heterostelium pallidum</i>, the type species of the genus <i>Heterostelium</i>. The assembly was generated by integrating Illumina short reads, PacBio HiFi long reads, and Hi-C sequencing data. The final assembled genome is 33.07 Mb in size, with a scaffold N50 of 2.61 Mb.
DOI: 10.15468/dl.sxmc6r
title: Occurrence Download

description: A dataset containing 82202 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mongolia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 82202 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024455-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.743uds
title: Occurrence Download

description: A dataset containing 50074 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Coracias affinis"
 ]
}

 The dataset includes 50074 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024450-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e239903
title: Africa Military Computer Market: Industry Outlook and Growth Prospects

description: The Africa military computer market was valued at USD 40.4 million in 2024
and is forecasted to reach USD 50.1 million by 2030, growing at a compound
annual growth rate (CAGR) of 3.2% from 2025 to 2030. This steady growth is
driven primarily by increasing military capabilities and heightened defense
expenditure across the continent. Adoption of advanced technologies such as
artificial intelligence (AI) and machine learning (ML) present promising
opportunities to strengthen operational efficiency and decision-making in
defense applications.<br><br>For more information visit: https://www.nextmsc.com/report/africa-military-computer-market-ad3639
DOI: 10.15468/dl.ckj7sm
title: Occurrence Download

description: A dataset containing 11155 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Actinidia strigosa, Choerospondias axillaris, Pistacia chinensis)"
 ]
}

 The dataset includes 11155 records from 188 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024466-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6u7eg6
title: Occurrence Download

description: A dataset containing 11155 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Actinidia strigosa, Choerospondias axillaris, Pistacia chinensis)"
 ]
}

 The dataset includes 11155 records from 188 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024467-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cfjcz5
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Raorchestes indigo"
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024469-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/836ce408-7b40-43f2-8db0-8e207d356f73
title: BioBrAIn: Industrial Bioreactor with Cooling Coil - CFD-derived data

description: The dataset comprises 760 CFD simulations generated from the Latin hypercube sampling (LHS) design-of-experiments. The motivation for generating this dataset was to train supervised AI\ML models to predict spatial concentration gradients in an industrial reactor under varying operating conditions. We split the data into a development set (560 simulations) for model selection and hyperparameter tuning, and an unseen test set (200 simulations) for final evaluation.<br>For transparency and reproducibility, the complete case lists - including all sampled input parameters for each simulation - are provided in the companion files <em>development_set_cases.csv </em>and <em>test_set_cases.csv</em>. Each row corresponds to a unique simulation (case ID) and can be used to reproduce or subset the experiments reported in this work.<br>Further details about the meshing workflow, models implemented, and their parameterization can be found in the README.md file. <br>This dataset is part of the <strong>BioBrAIn </strong>collection -<em> A CFD database of bioreactors. </em>
DOI: 10.4121/836ce408-7b40-43f2-8db0-8e207d356f73.v1
title: BioBrAIn: Industrial Bioreactor with Cooling Coil - CFD-derived data

description: The dataset comprises 760 CFD simulations generated from the Latin hypercube sampling (LHS) design-of-experiments. The motivation for generating this dataset was to train supervised AI\ML models to predict spatial concentration gradients in an industrial reactor under varying operating conditions. We split the data into a development set (560 simulations) for model selection and hyperparameter tuning, and an unseen test set (200 simulations) for final evaluation.<br>For transparency and reproducibility, the complete case lists - including all sampled input parameters for each simulation - are provided in the companion files <em>development_set_cases.csv </em>and <em>test_set_cases.csv</em>. Each row corresponds to a unique simulation (case ID) and can be used to reproduce or subset the experiments reported in this work.<br>Further details about the meshing workflow, models implemented, and their parameterization can be found in the README.md file. <br>This dataset is part of the <strong>BioBrAIn </strong>collection -<em> A CFD database of bioreactors. </em>
DOI: 10.6084/m9.figshare.30579110
title: Informed Consent form

description: This is the informed consent form
DOI: 10.6084/m9.figshare.30579110.v1
title: Informed Consent form

description: This is the informed consent form
DOI: 10.15468/dl.3tukp9
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Raorchestes echinatus"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024471-251025141854904/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.21587205
title: The 482 orthologous genes that were identified from the 366 nuclear genomes

description: The details information about these 482 OGs that were identified from the 366 nuclear genomes and were used to reconstruct the Phylogenetic tree.
DOI: 10.6084/m9.figshare.21587205.v1
title: The 482 orthologous genes that were identified from the 366 nuclear genomes

description: The details information about these 482 OGs that were identified from the 366 nuclear genomes and were used to reconstruct the Phylogenetic tree.
DOI: 10.15468/dl.zcywkj
title: Occurrence Download

description: A dataset containing 131 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Protosticta sanguinostigma"
 ]
}

 The dataset includes 131 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024472-251025141854904/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/13676254
title: World Weather Repository ( Daily Updating )
DOI: 10.15468/dl.ust5mw
title: Occurrence Download

description: A dataset containing 311615 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Swiss National Mammal Databank: Larger Carnivores Monitoring Program (KORA)"
 ]
}

 The dataset includes 311615 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024464-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sf69zv
title: Occurrence Download

description: A dataset containing 3311 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "StateProvince is one of (Karnataka, Maharashtra, Telangana, Andhra Pradesh)",
 "TaxonKey is one of (Pluvialis squatarola, Pluvialis squatarola squatarola, Pluvialis squatarola tomkovichi, Pluvialis squatarola cynosurae)"
 ]
}

 The dataset includes 3311 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024476-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/sgl1rm
title: Replication Code and Tables for: Why do Investors Like Short-Leg Securities?

description: Replication Code and Tables
DOI: 10.23729/fd-fc04cb7b-5edd-3d89-9a3a-99206f4081b4
title: Design files and measurement data of PIEZO-DK

description: This dataset contains the design files and measurement data for the PIEZO-DK, a development platform reported in the research work ''Self-powered maximum power point tracking system for ultralow-frequency piezoelectric energy harvesting''.
DOI: 10.6084/m9.figshare.30562397.v1
title: <b>Growth and metabolites analysis of </b><b><i>Skeletonema tropicum</i></b><b> at various salinities as microbiomachine components</b>

description: Dataset for publication of manuscript titled "Growth and metabolites analysis of <i>Skeletonema tropicum</i> at various salinities as microbiomachine components". It includes the result of LC-HRMS analysis and the data used to analyze the growth of microalgae cultures (Optical Density and Specific Growth Rate in various salinity and wavelength).
DOI: 10.15468/dl.q2nkcx
title: Occurrence Download

description: A dataset containing 157691 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guyana",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 157691 records from 184 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024462-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v6jngd
title: Occurrence Download

description: A dataset containing 966 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Macaca silenus"
 ]
}

 The dataset includes 966 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024479-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.j00140.00064
title: A Stage-Adaptive Resampling Algorithm for Physics-Informed Neural Networks
title: 物理信息神经网络的阶段自适应重采样算法

description: 代码包括一维Allen-Cahn方程、反应方程、反应扩散方程及波动方程的求解，详见论文
description: 代码包括一维Allen-Cahn方程、反应方程、反应扩散方程及波动方程的求解，详见论文
DOI: 10.6084/m9.figshare.27628179.v6
title: Data for the paper "<b>Behavioral Drivers of EHR Adoption and Use Among Nurses in Resource-Constrained Clinical Settings: A Cross-Sectional Survey</b>"

description: <b>Purpose.</b> This study investigates the technological, organizational, and behavioral drivers influencing the use of Electronic Health Records (EHRs) among nurses working in public healthcare facilities located in resource-constrained environments in Botswana. It also develops a contextually grounded model of EHR usage that advances digital health equity as a component of the human right to healthcare. <b>Design/methodology/approach.</b> A cross-sectional survey was conducted among 193 nurses across eight districts in Botswana. The study applied a modified Unified Theory of Acceptance and Use of Technology (UTAUT) framework, integrating additional constructs such as personal innovativeness, resistance to change, and computer anxiety. Data analysis included exploratory factor analysis and hierarchical multiple regression to identify significant predictors of behavioral intention to use EHRs. <b>Findings</b>. Performance expectancy, effort expectancy, personal innovativeness, and attitude toward use were found to significantly and positively influence nurses’ behavioral intention to use EHRs, while computer anxiety had a significant negative effect. Demographic and experiential variables such as level of education, IT experience, professional experience, and age moderated several relationships. The study confirmed that digital health adoption among nurses is a critical lever for upholding healthcare as a human right. <b>Originality.</b> This study is among the first to develop and validate an expanded UTAUT model specific to resource-constrained healthcare environments in Botswana, integrating the human rights perspective into digital health adoption. It offers an empirically grounded framework to guide inclusive and equitable digital health interventions targeting frontline health workers in low-resource settings. <b>Research limitations.</b> The cross-sectional design and reliance on self-reported measures limit causal inference. Future longitudinal and mixed-methods studies are recommended to deepen contextual understanding. <b>Practical implications.</b> Designing user-centered EHR systems and implementing inclusive digital literacy programs are vital strategies for enhancing adoption among nurses and ensuring that digital transformation supports equitable access to healthcare. <b>Social implications.</b> Strengthening nurses’ digital capacity is essential for bridging the digital divide and actualizing the right to health for all, particularly in underserved and marginalized communities.
DOI: 10.15468/dl.pg4xym
title: Occurrence Download

description: A dataset containing 713463 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is Illinois Natural History Survey Insect Collection",
 "TaxonKey is Insecta"
 ]
}

 The dataset includes 713463 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024468-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9usf5s
title: Occurrence Download

description: A dataset containing 1406759 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Swiss National Mammal Databank"
 ]
}

 The dataset includes 1406759 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024473-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e239905
title: Global Carbonated Drinks Market: Industry Outlook and Future Trends

description: The global carbonated drinks market was valued at USD 458.10 billion in
2024 and is projected to reach USD 593.42 billion by 2030, growing at a CAGR of
4.41% during 2025–2030. Market growth is driven by rising urbanization,
increasing disposable incomes, shifting consumer lifestyles, and rising demand
for premium, healthier, and innovative beverage options.<br><br>For more information visit: https://www.nextmsc.com/report/carbonated-drinks-market-rc3638
DOI: 10.5281/zenodo.16677538
title: Paleoclimatic modulation of high- and low-latitude signals in mid-latitude Asian loess since the late Pleistocene
title: 晚更新世以来中纬度亚洲黄土高低纬度强迫的古气候调节

description: According to Milankovitch theory, changes in summer insolation at high northern latitudes are the primary driver of Quaternary climate cycles. However, the significance of low-latitude forcing is less clear. We report a paleoclimate record from a new loess section (BYH) in arid Central Asia, which we integrate with other paleoclimate records from the westerly and monsoon regions of mid-latitude Asia. Geological records and climate simulations both indicate that climate variability at our sites exhibited different sensitivities to high- and low-latitude forcing across glacial-interglacial cycles. Heinrich events significantly influenced Asian dust emissions via wind modulation by the westerlies and the Siberian High since 120 ka. This study reports for the first time a half-precession (12–9 ka) moisture signal in Central Asian loess deposits, which exhibits higher amplitudes during interglacials and lower amplitudes during glacials. We propose that this half-precession moisture signal in mid-latitude Asian loess records reflects moisture variations at time of maximum equatorial insolation. These variations induce changes in western equatorial Pacific sea surface temperature, which are propagated through southeastern atmospheric pathways. These findings demonstrate the combined effects of both high- and low-latitude systems on climate change in mid-latitude Asia, and they emphasize the significance of the low-latitude forcing of Quaternary climatic variability in this region.
DOI: 10.5281/zenodo.16678392
title: Paleoclimatic modulation of high- and low-latitude signals in mid-latitude Asian loess since the late Pleistocene
title: 晚更新世以来中纬度亚洲黄土高低纬度强迫的古气候调节

description: According to Milankovitch theory, changes in summer insolation at high northern latitudes are the primary driver of Quaternary climate cycles. However, the significance of low-latitude forcing is less clear. We report a paleoclimate record from a new loess section (BYH) in arid Central Asia, which we integrate with other paleoclimate records from the westerly and monsoon regions of mid-latitude Asia. Geological records and climate simulations both indicate that climate variability at our sites exhibited different sensitivities to high- and low-latitude forcing across glacial-interglacial cycles. Heinrich events significantly influenced Asian dust emissions via wind modulation by the westerlies and the Siberian High since 120 ka. This study reports for the first time a half-precession (12–9 ka) moisture signal in Central Asian loess deposits, which exhibits higher amplitudes during interglacials and lower amplitudes during glacials. We propose that this half-precession moisture signal in mid-latitude Asian loess records reflects moisture variations at time of maximum equatorial insolation. These variations induce changes in western equatorial Pacific sea surface temperature, which are propagated through southeastern atmospheric pathways. These findings demonstrate the combined effects of both high- and low-latitude systems on climate change in mid-latitude Asia, and they emphasize the significance of the low-latitude forcing of Quaternary climatic variability in this region.
DOI: 10.15468/dl.mprq3v
title: Occurrence Download

description: A dataset listing the 975 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation)",
 "Country is one of (China, India, Nepal, Afghanistan, Tajikistan, Bhutan, Myanmar, Pakistan, Kyrgyzstan)",
 "Geometry POLYGON((65 25,106 25,106 40,65 40,65 25))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2000-2025"
 ]
}

 The dataset's 975 records were derived from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024478-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/989tie
title: Bell Museum algae

description: Records of specimens at the University of Minnesota herbarium (MIN)
DOI: 10.15468/bjvdah
title: Bell Museum amphibians and reptiles

description: Records of zoological specimens at J. F. Bell Museum of Natural Hitory (University of Minnesota)
DOI: 10.15468/284fa3
title: Bailey Herbarium at College of Saint Benedict/Saint John’s University

description: The Bailey Herbarium at Saint John’s University has over 30,000 specimens of plants from around the world, including some over 100 years old. It is the largest private collection of vascular and nonvascular plants in Minnesota. Kate Cary recently joined the Bailey Herbarium team. A video about the collection can be viewed here https://csbsjulib.omeka.net/exhibits/show/herbarium
DOI: 10.15468/u1diwq
title: Bell Museum birds

description: Records of bird specimens at the Bell Museum, University of Minnesota
DOI: 10.15468/m2fwn8
title: Bell Museum bryophytes

description: Records of specimens at the University of Minnesota herbarium (MIN)
DOI: 10.15468/0zjgmj
title: Bell Museum fishes

description: Records of zoological specimens at the Bell Museum, University of Minnesota