cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.f34293
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Equus zebra)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027315-250802193616735/datasets/export for details.
DOI: 10.15468/dl.d9zqvj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Equus zebra)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027316-250802193616735/datasets/export for details.
DOI: 10.15468/dl.qzn9tz
title: Occurrence Download

description: A dataset containing 164 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Haplochromis argenteus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 164 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027317-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xr6nc3
title: Occurrence Download

description: A dataset containing 206 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Scleroptila streptophora)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 206 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027319-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aau7hh
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-98.97877 19.42664,-98.75473 19.42664,-98.75473 19.51634,-98.97877 19.51634,-98.97877 19.42664))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Apis mellifera",
 "Year 1954-2025"
 ]
}

 The dataset includes 114 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027318-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6jyscy
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Scleroptila whytei)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 43 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027320-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j43pft
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ADY1197"
 ]
}

 The dataset includes 50 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027321-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qk3ke2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Equus zebra)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027323-250802193616735/datasets/export for details.
DOI: 10.15468/dl.f8apgx
title: Occurrence Download

description: A dataset containing 5966 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sclerurus albigularis)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 5966 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027322-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.28896
title: Urban thunderstorm data
title: Urban thunderstorm data

description: The State Grid Lightning Network is utilized to collect lightning location datasets, which include longitude and latitude, GPS time, peak current, polarity, and other relevant information. Lightning events are detected using magnetic direction-finding and time-of-arrival technologies within the SGLNET, achieving a detection efficiency of 94% and a location error of 489 m, respectively. In terms of urban spatial morphology, the elements include building height, building density, building height-width ratio, shading ratio, and sky view factor. High-rise buildings and those with high floor area ratio can affect air circulation and surface heat dissipation in urban areas. In terms of surface coverage, urban microclimate is closely related to parameters of the underlying surface, including surface albedo, surface roughness, and pervious surface fraction.
description: The State Grid Lightning Network is utilized to collect lightning location datasets, which include longitude and latitude, GPS time, peak current, polarity, and other relevant information. Lightning events are detected using magnetic direction-finding and time-of-arrival technologies within the SGLNET, achieving a detection efficiency of 94% and a location error of 489 m, respectively. In terms of urban spatial morphology, the elements include building height, building density, building height-width ratio, shading ratio, and sky view factor. High-rise buildings and those with high floor area ratio can affect air circulation and surface heat dissipation in urban areas. In terms of surface coverage, urban microclimate is closely related to parameters of the underlying surface, including surface albedo, surface roughness, and pervious surface fraction.
DOI: 10.6084/m9.figshare.27610617
title: Chromosome-level genome assembly of mud snail <i>Bullacta exarata</i>

description: Genome assembly and annotation files of<i> Bullacta exarata</i>
DOI: 10.6084/m9.figshare.27610617.v5
title: Chromosome-level genome assembly of mud snail <i>Bullacta exarata</i>

description: Genome assembly and annotation files of<i> Bullacta exarata</i>
DOI: 10.6084/m9.figshare.27610617.v4
title: Chromosome-level genome assembly of mud snail <i>Bullacta exarata</i>

description: Genome assembly and annotation files of<i> Bullacta exarata</i>
DOI: 10.25345/c55h7c65j
title: MassIVE MSV000098766 - GNPS algae GSBTM data files for analysis
title: Identify the metabolites present in the LC-MS spectra
DOI: 10.57760/sciencedb.28893
title: Correlation between mental health literacy, communication anxiety, and mobile phone dependence among first-year college students
title: 大学生心理健康素养与手机成瘾相关性研究

description: This study aimed to explore the relationship between mental health literacy, communication anxiety, and mobile phone dependence among first-year medical students. 
description: This study aimed to explore the relationship between mental health literacy, communication anxiety, and mobile phone dependence among first-year medical students.
DOI: 10.15468/dl.v93qeu
title: Occurrence Download

description: A dataset containing 1258 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Equus zebra)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 1258 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027326-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.28889
title: The effectiveness of DataMed Analytics Tutor and the repeatability dataset of AI tools
title: DataMed Analytics Tutor的有效性和AI工具可重复性数据集

description: DataQ1_3 Dataset: The DataQ1_3 dataset comprises three parts: Learning Effectiveness Evaluation (Q1), Learning Experience and Satisfaction Evaluation (Q2), and Open-ended Interviews (Q3). Q1 and Q2 consist of objective questions rated on a 1 to 5 Likert scale, where 1 indicates "strongly disagree" and 5 indicates "strongly agree." Q1 includes 7 items assessing students' performance and learning outcomes in data analysis tasks after using the AI-assisted tool. Q2, with 9 items, evaluates students' learning experience and their satisfaction with the AI teaching model. Q3 contains 4 open-ended questions to gather students' subjective feedback on preferences between AI-assisted tools and traditional teaching methods, changes in interest and confidence, and the strengths and weaknesses of the AI teaching model.Reliability and Consistency Tests Dataset: The Reliability and Consistency Tests dataset evaluates the reproducibility and reliability of the AI tool. The table records the standard answers for different questions alongside multiple AI-generated responses. Consistency metrics were calculated based on the accuracy ratings from evaluators. The results demonstrate high accuracy and consistency across multiple responses, with scores approaching 1, confirming the tool's reliability and stability in educational scenarios.
description: DataQ1_3 Dataset: The DataQ1_3 dataset comprises three parts: Learning Effectiveness Evaluation (Q1), Learning Experience and Satisfaction Evaluation (Q2), and Open-ended Interviews (Q3). Q1 and Q2 consist of objective questions rated on a 1 to 5 Likert scale, where 1 indicates "strongly disagree" and 5 indicates "strongly agree." Q1 includes 7 items assessing students' performance and learning outcomes in data analysis tasks after using the AI-assisted tool. Q2, with 9 items, evaluates students' learning experience and their satisfaction with the AI teaching model. Q3 contains 4 open-ended questions to gather students' subjective feedback on preferences between AI-assisted tools and traditional teaching methods, changes in interest and confidence, and the strengths and weaknesses of the AI teaching model.Reliability and Consistency Tests Dataset: The Reliability and Consistency Tests dataset evaluates the reproducibility and reliability of the AI tool. The table records the standard answers for different questions alongside multiple AI-generated responses. Consistency metrics were calculated based on the accuracy ratings from evaluators. The results demonstrate high accuracy and consistency across multiple responses, with scores approaching 1, confirming the tool's reliability and stability in educational scenarios.
DOI: 10.15468/dl.teww6d
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Equus zebra)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027324-250802193616735/datasets/export for details.
DOI: 10.57760/sciencedb.28881
title: Supplementary Data Files
title: Supplementary Data Files

description: The data contains five supplementary tables from supplementary one to five and one supplementary figure.
description: The data contains five supplementary tables from supplementary one to five and one supplementary figure.
DOI: 10.57760/sciencedb.28876
title: Exploring the mechanism of action of Anoectochilus roxburghii against colorectal cancer based on network pharmacology and experimental validation
title: Exploring the mechanism of action of Anoectochilus roxburghii against colorectal cancer based on network pharmacology and experimental validation

description: Colorectal cancer (CRC) is the most common gastrointestinal malignancy. Anoectochilus roxburghii (AR) is a medicinal and dietary plant with a wide range of pharmacological effects, and there is growing evidence of its potential therapeutic effects on various tumors. Then its mechanism of action on colorectal cancer has not been fully elucidated. Based on network pharmacology and experimental evaluation, the active components and molecular mechanism of action of AR effect on colorectal cancer were explored to provide directions for clinical development of effective drugs for colorectal cancer. All data from the experimental process are presented in this database.
description: Colorectal cancer (CRC) is the most common gastrointestinal malignancy. Anoectochilus roxburghii (AR) is a medicinal and dietary plant with a wide range of pharmacological effects, and there is growing evidence of its potential therapeutic effects on various tumors. Then its mechanism of action on colorectal cancer has not been fully elucidated. Based on network pharmacology and experimental evaluation, the active components and molecular mechanism of action of AR effect on colorectal cancer were explored to provide directions for clinical development of effective drugs for colorectal cancer. All data from the experimental process are presented in this database.
DOI: 10.15468/dl.pf74zm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cobitis multimaculata)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027327-250802193616735/datasets/export for details.
DOI: 10.15468/dl.ybw8wa
title: Occurrence Download

description: A dataset containing 9999028 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Living Specimen)",
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9999028 records from 186 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027291-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.28872
title: Effectiveness of non-invasive brain stimulation for Children With Attention Deficit Hyperactivity Disorder: A Meta-Analysis of Randomized Controlled Trials
title: 非侵入性脑刺激治疗注意缺陷多动障碍儿童疗效的Meta分析

description: Objective: To evaluate the effectiveness of non-invasive brain stimulation on core symptoms and executive function in children with Attention Deficit Hyperactivity Disorder (ADHD). Methods: A search was conducted in CNKI, Wanfang, VIP, SinoMed, PubMed, Web of Science, Embase and Cochrane Library for RCTs on non-invasive brain stimulation for children with ADHD from database inception to 7 March 2025. The control group received sham stimulation or conventional rehabilitation, while the observation group received non-invasive brain stimulation techniques. Risk of bias was assessed using the Cochrane Handbook for Systematic Reviews, and meta-analysis was performed using RevMan 5.4. Results: Twelve studies were included, covering 336 patients and 3 interventions: rTMS, tDCS and tRNS. Meta-analysis showed non-invasive brain stimulation could significantly lower hyperactivity/impulsivity scores (SMD=-1.20, 95%CI: -1.81~-0.59, P&lt;0.05), and increase nogo trial accuracy and N-back test accuracy. Subgroup analysis found rTMS and ≥4 weeks was effective for attention deficits. Conclusion: Non-invasive brain stimulation can effectively improve hyperactivity, impulsivity, response inhibition and working memory in children with ADHD. The improvement of attention deficits is influenced by treatment methods and treatment duration.
description: Objective: To evaluate the effectiveness of non-invasive brain stimulation on core symptoms and executive function in children with Attention Deficit Hyperactivity Disorder (ADHD). Methods: A search was conducted in CNKI, Wanfang, VIP, SinoMed, PubMed, Web of Science, Embase and Cochrane Library for RCTs on non-invasive brain stimulation for children with ADHD from database inception to 7 March 2025. The control group received sham stimulation or conventional rehabilitation, while the observation group received non-invasive brain stimulation techniques. Risk of bias was assessed using the Cochrane Handbook for Systematic Reviews, and meta-analysis was performed using RevMan 5.4. Results: Twelve studies were included, covering 336 patients and 3 interventions: rTMS, tDCS and tRNS. Meta-analysis showed non-invasive brain stimulation could significantly lower hyperactivity/impulsivity scores (SMD=-1.20, 95%CI: -1.81~-0.59, P&lt;0.05), and increase nogo trial accuracy and N-back test accuracy. Subgroup analysis found rTMS and ≥4 weeks was effective for attention deficits. Conclusion: Non-invasive brain stimulation can effectively improve hyperactivity, impulsivity, response inhibition and working memory in children with ADHD. The improvement of attention deficits is influenced by treatment methods and treatment duration.
DOI: 10.57760/sciencedb.28859
title: Raw data for the article "Automated strain-to-peptide conversion: a high-throughput proteome analysis platform empowering rational design of microbial cell factories"
title: Raw data for the article "Automated strain-to-peptide conversion: a high-throughput proteome analysis platform empowering rational design of microbial cell factories"

description: This zip package includes all the raw data involving in the article "Automated strain-to-peptide conversion: a high-throughput proteome analysis platform empowering rational design of microbial cell factories" 
description: This zip package includes all the raw data involving in the article "Automated strain-to-peptide conversion: a high-throughput proteome analysis platform empowering rational design of microbial cell factories"
DOI: 10.15468/dl.kq83kq
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sclerurus cearensis)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 14 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027328-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.28855
title: Systematic Evaluation of Transformer-Based Time Series forecasting Models for Post-Processing WRF-Simulated Wind Speed and Predicting Short-Term Power Output
title: Systematic Evaluation of Transformer-Based Time Series forecasting Models for Post-Processing WRF-Simulated Wind Speed and Predicting Short-Term Power Output

description: Data and code for the manuscript entitled "Systematic Evaluation of Transformer-Based Time Series forecasting Models for Post-Processing WRF-Simulated Wind Speed and Predicting Short-Term Power Output". the manuscript is submitted for the consideration of publication on Applied Energy.
description: Data and code for the manuscript entitled "Systematic Evaluation of Transformer-Based Time Series forecasting Models for Post-Processing WRF-Simulated Wind Speed and Predicting Short-Term Power Output". the manuscript is submitted for the consideration of publication on Applied Energy.