cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17636651
title: From Data to Desire: How Machine Learning Shapes Consumer Decisions

description: This study aims to examine how purchase decisions in e-commerce are influenced by machine learning-driven personalizing recommendations and their impact on user shopping intention and shopping behavior. This study uses quantitative data which is form and gathered 257 respondents in Jabodetabek region, aged from 18 to 51 years old, these respondents have experience in shop online. This quantitative analysis uses partial least square structural equation modelling (PLS-SEM). The data was gathered by using Google Form questionnaires. Therefore, using the result of this study it reveals the machine learning in e-commerce for understanding and predicting user preferences has a significant impact on shopping behaviour which there is intention-related factors, such as online shopping experience, price, product quality, reputation and credibility, service quality, and customer engagement where it optimizes customer experience, understands behavior, and enhances business performance. These findings highlight that machine learning in e-commerce for understanding and predicting user preferences has a significant impact on shopping behavior.
DOI: 10.5281/zenodo.16777868
title: 16S_Raw_data_Reunion_Island_Crustacean

description: Data from NGS sequencing targeting the mitochondrial 16S marker. The data were used in environmental DNA metabarcoding of water samples collected from various rivers on Reunion Island to study decapod crustacean communities (JANNEL et al. 2025).
DOI: 10.5281/zenodo.17636668
title: 16S_Raw_data_Reunion_Island_Crustacean

description: Data from NGS sequencing targeting the mitochondrial 16S marker. The data were used in environmental DNA metabarcoding of water samples collected from various rivers on Reunion Island to study decapod crustacean communities (JANNEL et al. 2025).
DOI: 10.15468/dl.npatw6
title: Occurrence Download

description: A dataset containing 1144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Elymus lanceolatus lanceolatus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1144 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040623-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.edc2ja
title: Occurrence Download

description: A dataset containing 690 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-105.5688 21.29913, -105.4188 21.29913, -105.4188 21.44913, -105.5688 21.44913, -105.5688 21.29913))"
 ]
}

 The dataset includes 690 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040625-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.abeyzx
title: Occurrence Download

description: A dataset containing 724 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Specimen)",
 "Continent is one of (North America, South America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Platythyrea punctata"
 ]
}

 The dataset includes 724 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040626-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.74wxp2
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Peru",
 "GadmGid is PER.3_1",
 "TaxonKey is Plantago"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040627-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bf7kby
title: Occurrence Download

description: A dataset containing 1340 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Specimen)",
 "Continent is one of (North America, South America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pseudomyrmex boopis"
 ]
}

 The dataset includes 1340 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040628-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2kktwd
title: Occurrence Download

description: A dataset containing 1324 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Material citation)",
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pseudomyrmex ejectus"
 ]
}

 The dataset includes 1324 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040629-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dgzfyf
title: Occurrence Download

description: A dataset containing 4380108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ammopiptanthus mongolicus, Phleum pratense, Pterocarya macroptera, Plantago major, Geranium rotundifolium, Anthyllis vulneraria, Morella rubra, Eucommia ulmoides, Tragopogon pratensis, Lycium ruthenicum, Citrus cavaleriei, Litsea cubeba, Orobanche minor, Tamarix austromongolica, Papaver somniferum, Boehmeria nivea, Malania oleifera, Rhinanthus minor, Rhodiola kirilowii, Isatis tinctoria, Utricularia gibba, Lysimachia thyrsiflora, Solanum lycopersicum, Lithocarpus polystachyus, Smallanthus sonchifolius, Murraya paniculata, Pueraria montana, Selenicereus monacanthus, Isotrema californicum, Eleusine coracana, Lolium perenne, Populus pruinosa, Castilleja foliolosa, Capsella grandiflora, Citrus maxima, Trapa natans, Paulownia tomentosa, Ostryopsis nobilis, Primulina tabacum, Curcuma alismatifolia, Ajuga reptans, Carthamus tinctorius, Tacca leontopetaloides, Rhododendron bailiense, Rutidosis leptorrhynchoides, Sophora koreensis, Saccharum officinarum, Raddia guianensis)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4380108 records from 5931 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040597-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15573748
title: Detecting Thunderstorm-Related High-Energy Phenomena in Weak Signals (Figures and Data)
DOI: 10.15468/dl.3ucfm5
title: Occurrence Download

description: A dataset containing 543 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is University of Florida Herbarium - Fungi",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "StateProvince is Virginia"
 ]
}

 The dataset includes 543 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011246-250415084134356/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.28852019
title: Library identification and blue colony verification

description: We employed the Matchmaker Gold Yeast Two-Hybrid System to identify potential interacting partners of the SARS-CoV-2 N protein in human peripheral blood mononuclear cells (PBMCs). Through this approach, we identified several host proteins that may interact with the SARS-CoV-2 N protein.
DOI: 10.15468/dl.dsrq9a
title: Occurrence Download

description: A dataset containing 472 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Hong Kong, Chinese Taipei)",
 "TaxonKey is Rhododendron farrerae Sweet"
 ]
}

 The dataset includes 472 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012260-250415084134356/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.29978719
title: Supplementary Material for: X-Ray therapy of Skin Cancer at Critical Facial Sites: Results of a tertiary referral centre

description: Background: Therapeutic management of skin cancer (SC) in the “H-area” of the face is challenging due to the demands of function, cosmesis, and efficacy.
Objective: To evaluate the efficacy and safety of superficial radiotherapy (RT) for skin cancer in the “H-area” of the face and to identify predictors of recurrence.
Methods: Retrospective analysis of patients with SC in the "H-area" of the face treated with superficial RT at the University Hospital of Zurich, Switzerland, between 2010 and 2021. The study included cases of basal cell carcinoma (BCC), squamous cell carcinoma (SCC) and in situ SCC (isSCC), lentigo maligna melanoma (LMM), lentigo maligna (LM), and primary cutaneous T/B-cell lymphoma (pcTCL and pcBCL).
Results: We identified 550 lesions in 382 patients. Estimated relapse rates at 5 years were lowest for SCC (3.2%), isSCC (1.9%), and BCC (9.7%), while LMM and LM showed estimated relapse rates of 28.9% and 35.0%, respectively. Significant predictive factors for overall recurrence were increased Common Terminology Criteria for Adverse Events (CTCAE) grades with a Hazard Ratio (HR) of 1.9 (1.1-3.4), and the treatment of secondary lesions with a HR of 2.6 (1.4-5.1).
Conclusion: RT is a valuable treatment option for malignant skin tumors, especially NMSC, in high-risk areas, including the facial 'H-area', providing favorable results with minimal side effects
DOI: 10.6084/m9.figshare.29978719.v1
title: Supplementary Material for: X-Ray therapy of Skin Cancer at Critical Facial Sites: Results of a tertiary referral centre

description: Background: Therapeutic management of skin cancer (SC) in the “H-area” of the face is challenging due to the demands of function, cosmesis, and efficacy.
Objective: To evaluate the efficacy and safety of superficial radiotherapy (RT) for skin cancer in the “H-area” of the face and to identify predictors of recurrence.
Methods: Retrospective analysis of patients with SC in the "H-area" of the face treated with superficial RT at the University Hospital of Zurich, Switzerland, between 2010 and 2021. The study included cases of basal cell carcinoma (BCC), squamous cell carcinoma (SCC) and in situ SCC (isSCC), lentigo maligna melanoma (LMM), lentigo maligna (LM), and primary cutaneous T/B-cell lymphoma (pcTCL and pcBCL).
Results: We identified 550 lesions in 382 patients. Estimated relapse rates at 5 years were lowest for SCC (3.2%), isSCC (1.9%), and BCC (9.7%), while LMM and LM showed estimated relapse rates of 28.9% and 35.0%, respectively. Significant predictive factors for overall recurrence were increased Common Terminology Criteria for Adverse Events (CTCAE) grades with a Hazard Ratio (HR) of 1.9 (1.1-3.4), and the treatment of secondary lesions with a HR of 2.6 (1.4-5.1).
Conclusion: RT is a valuable treatment option for malignant skin tumors, especially NMSC, in high-risk areas, including the facial 'H-area', providing favorable results with minimal side effects
DOI: 10.6084/m9.figshare.29978722
title: Supplementary Material for: Neuroanatomical Correlate of Memory Impairment in Parkinson’s Disease Assessed by Composite Recall and Recognition Test with MMSE

description: Introduction: Memory impairment in Parkinson’s disease is characterized mainly by impaired recall with preserved recognition. Despite its clinical importance, there are only a limited number of simple bedside memory tests that can assess both recall and recognition memory together, and that can also be used to detect the neuroanatomical changes in Parkinson’s disease. To address this issue, we examined whether a simple memory test that can evaluate both recall and recognition memory can detect cortical abnormalities related to memory impairment in Parkinson’s disease.
Methods: We designed a composite recall and recognition memory score using the Mini-Mental Statement Examination to reflect recall and recognition memory. We assessed memory impairment in 210 patients with Parkinson’s disease using this test and investigated the neuroanatomical correlations with the test results.
Results: This simple memory test showed that recognition memory was generally preserved in Parkinson’s disease, and furthermore, the test results were significantly correlated with atrophy of the limbic and frontal cortices.
Conclusions: Adding recognition evaluation to a simple memory test can detect abnormalities in memory-related brain regions in Parkinson’s disease.
DOI: 10.6084/m9.figshare.29978722.v1
title: Supplementary Material for: Neuroanatomical Correlate of Memory Impairment in Parkinson’s Disease Assessed by Composite Recall and Recognition Test with MMSE

description: Introduction: Memory impairment in Parkinson’s disease is characterized mainly by impaired recall with preserved recognition. Despite its clinical importance, there are only a limited number of simple bedside memory tests that can assess both recall and recognition memory together, and that can also be used to detect the neuroanatomical changes in Parkinson’s disease. To address this issue, we examined whether a simple memory test that can evaluate both recall and recognition memory can detect cortical abnormalities related to memory impairment in Parkinson’s disease.
Methods: We designed a composite recall and recognition memory score using the Mini-Mental Statement Examination to reflect recall and recognition memory. We assessed memory impairment in 210 patients with Parkinson’s disease using this test and investigated the neuroanatomical correlations with the test results.
Results: This simple memory test showed that recognition memory was generally preserved in Parkinson’s disease, and furthermore, the test results were significantly correlated with atrophy of the limbic and frontal cortices.
Conclusions: Adding recognition evaluation to a simple memory test can detect abnormalities in memory-related brain regions in Parkinson’s disease.
DOI: 10.15468/dl.w6xwtz
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tamarix gallica",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 49 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041710-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17043/oden-artofmelt-2023-surfactants-1
title: Surfactants in the sea-surface microlayer and dissolved CH₄ and N₂O from expedition ARTofMELT, Arctic Ocean, 2023
DOI: 10.15468/dl.j3947e
title: Occurrence Download

description: A dataset containing 264 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tamarix gallica",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 264 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041711-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qefkpj
title: Occurrence Download

description: A dataset containing 2274 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Hordeum brevisubulatum"
 ]
}

 The dataset includes 2274 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041712-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y52y8g
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Salvelinus taranetzi)",
 "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/0041714-250811113504898/datasets/export for details.
DOI: 10.15468/dl.nzwx2r
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tamarix gallica",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041713-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16939234
title: Supplementary Datasets S3, S7, S8 and S12

description: S3 Comprehensive BGA, ID tags and samples data

S7 Y-STR data

S8 mtDNA haplotype files

S12 SNIPPER input file
DOI: 10.5281/zenodo.16939842
title: Supplementary Datasets S3, S7, S8 and S12

description: S3 Comprehensive BGA, ID tags and samples data

S7 Y-STR data

S8 mtDNA haplotype files

S12 SNIPPER input file
DOI: 10.15468/dl.curkcw
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is KOR.6_1",
 "TaxonKey is Polistes jokahamae",
 "Year 2015-2025"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041715-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6z5pzt
title: Occurrence Download

description: A dataset containing 1346 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Homalodisca insolita"
 ]
}

 The dataset includes 1346 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041716-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9urj9p
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tamarix gallica",
 "Country is Croatia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041717-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pkgnfs
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tamarix gallica",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041719-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g3txtq
title: Occurrence Download

description: A dataset containing 6506 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tamarix gallica",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6506 records from 244 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041718-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e85uhs
title: Occurrence Download

description: A dataset containing 880 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Percina copelandi)",
 "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 880 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041720-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.8367545
title: Raw data - Digital scans - Sepsis-Associated Acute Kidney Injury in Mice and Humans Elicits Heterogeneous Renal Microvascular MicroRNA Responses

description: Raw data of the manuscript "Sepsis-Associated Acute Kidney Injury in Mice and Humans Elicits Heterogeneous Renal Microvascular MicroRNA Responses" as published in Scientific Reports (https://doi.org/10.1038/s41598-025-17319-0) are included. Types of included data are:

 

- NDPI files of digital scans showing miRNA in situ hybridization in mouse kidney
DOI: 10.5281/zenodo.8367546
title: Raw data - Digital scans - Sepsis-Associated Acute Kidney Injury in Mice and Humans Elicits Heterogeneous Renal Microvascular MicroRNA Responses

description: Raw data of the manuscript "Sepsis-Associated Acute Kidney Injury in Mice and Humans Elicits Heterogeneous Renal Microvascular MicroRNA Responses" as published in Scientific Reports (https://doi.org/10.1038/s41598-025-17319-0) are included. Types of included data are:

 

- NDPI files of digital scans showing miRNA in situ hybridization in mouse kidney
DOI: 10.15468/dl.p87n3z
title: Occurrence Download

description: A dataset containing 6422 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Homalodisca vitripennis"
 ]
}

 The dataset includes 6422 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041721-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14457/stou.the.2008.448
title: ผลของการจัดกิจกรรมวิทยาศาสตร์เพื่อพัฒนาทักษะการสังเกตของเด็กปฐมวัยโรงเรียนบ้านกรับใหญ่ จังหวัดกาญจนบุรี

description: การวิจัยครั้งมีวัตถุประสงค์เพื่อเปรียบเทียบความแตกต่างของทักษะด้านการสังเกต ก่อนและหลังการจัดกิจกรรมวิทยาศาสตร์ ประชากรที่ใช้ในการศึกษาครั้งนี้เป็นเด็กปฐมวัยอายุระหว่าง 5-6 ปี ที่กำลังศึกษาอยู่ ชั้นอนุบาลที่ 2 ภาคเรียนที่ 2 ปีการศึกษา 2550 โรงเรียนบ้านกรับใหญ่ สำนักงานเขตพื้นที่ การศึกษากาญจนบุรี เขต 4 จำนวน 10 คน เครื่องมือที่ใช้ในการวิจัยคือแผนการจัดกิจกรรม วิทยาศาสตร์เพื่อพัฒนาทักษะการสังเกต จำนวน 3 ชุด และแบบทดสอบปฏิบัติทักษะการสังเกต จำนวน 3 ข้อ ผู้วิจัยดำเนินการเก็บรวบรวมข้อมูลโดยทดสอบก่อนการทดลอง จากนั้นดำเนินการ ทดลองโดยใช้แผนการจัดกิจกรรมวิทยาศาสตร์จำนวน 3 ชุด 15 แผนใช้เวลา 3 สัปดาห์ สัปดาห์ ละ 5 วัน วันละ 30 นาที ต่อจากนั้นดำเนินการทดสอบหลังการทดลอง โดยแบบทดสอบชุดเดิม และบันทึกผลเป็นคะแนน สถิติที่ใช้ในการวิเคราะห์ข้อมูลได้แก่ ค่าเฉลี่ย และค่าเบี่ยงเบน มาตรฐาน ผลการวิจัยพบว่า เด็กปฐมวัยที่ได้รับการจัดประสบการณ์โดยใช้แผนการจัดกิจกรรม วิทยาศาสตร์เพื่อพัฒนาทักษะด้านการสังเกตหลังการทดลองสูงกว่าก่อนการทดลอง