cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.06923
title: Activity inversion of radioactive source term based on convolutional neural network
title: 基于卷积神经网络的放射性源项活度反演

description: The radioactive source terms are often distributed inside the detection target, which are difficult to be located and measured directly. In order to monitor the dose level of radioactive source terms during the waste treatment and nuclear facilities decommissioning. This research proposes an activity inversion method of radioactive source terms based on convolutional neural network, and establishes the correlation between the radiation field flux and the source term activity. In this method, source terms calculation models are established for waste steel barrel, concrete barrel with built-in filter, square box with built-in air filter and pippeline in primary circuit of reactor, and the samples are learned based on convolutional neural network for source term activity inversion. Compared the activity inversion results with the simulated measured values, the average error can be controlled at about 10%, which verifies the effectiveness of the proposed method. In addition, the accuracy of prediction and stability performance of this method are superior to other activity inversion methods. Which proves that the combination of convolutional neural network and source term activity inversion has high application value in the fields of waste disposal and nuclear facilities decommissioning.
description: The radioactive source terms are often distributed inside the detection target, which are difficult to be located and measured directly. In order to monitor the dose level of radioactive source terms during the waste treatment and nuclear facilities decommissioning. This research proposes an activity inversion method of radioactive source terms based on convolutional neural network, and establishes the correlation between the radiation field flux and the source term activity. In this method, source terms calculation models are established for waste steel barrel, concrete barrel with built-in filter, square box with built-in air filter and pippeline in primary circuit of reactor, and the samples are learned based on convolutional neural network for source term activity inversion. Compared the activity inversion results with the simulated measured values, the average error can be controlled at about 10%, which verifies the effectiveness of the proposed method. In addition, the accuracy of prediction and stability performance of this method are superior to other activity inversion methods. Which proves that the combination of convolutional neural network and source term activity inversion has high application value in the fields of waste disposal and nuclear facilities decommissioning.
DOI: 10.57760/sciencedb.06924
title: A dataset of spring sandstorm distribution on the Mongolian Plateau (2000-2021)
title: 蒙古高原春季沙尘暴分布数据集（2000–2021年）

description: The data set is packaged as. Compression package in 7z format, size 6925 KB. There are 21 files in the compressed package, and the files are named as DSDI- * * - * * - * *. shp.**-**-** It represents the date of the sandstorm.
description: The data set is packaged as. Compression package in 7z format, size 6925 KB. There are 21 files in the compressed package, and the files are named as DSDI- * * - * * - * *. shp.**-**-** It represents the date of the sandstorm.
DOI: 10.57760/sciencedb.06926
title: Experiment Dat for "Few-Shot Semantic Segmentation for Industrial Defect Recognition"
title: Experiment Dat for "Few-Shot Semantic Segmentation for Industrial Defect Recognition"

description: Model Parameters
description: Model Parameters
DOI: 10.57760/sciencedb.06927
title: Attitude towaerd minority student-athltes in China
title: 中国大学生运动员对少数群体运动会员的看法

description: The data is about 219 college students' attitudes toward minority student-athletes.
description: The data is about 219 college students' attitudes toward minority student-athletes.
DOI: 10.15468/dl.v4zxc5
title: Occurrence Download

description: A dataset containing 161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-81.15766 3.33130,-65.98424 3.33130,-65.98424 9.40693,-81.15766 9.40693,-81.15766 3.33130))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vitis L."
 ]
}

 The dataset includes 161 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000560-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.j00139.00044
title: Gobiocypris rarus transcriptome
title: 稀有鮈鲫转录组

description: Gobiocypris rarus goblin oocyte transcriptome at different developmental stages
description: Gobiocypris rarus goblin oocyte transcriptome at different developmental stages
DOI: 10.15468/dl.2v9pb8
title: Occurrence Download

description: A dataset containing 1013577 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((24 66.62581, 30 66.62581, 30 67.93333, 24 67.93333, 24 66.62581))"
 ]
}

 The dataset includes 1013577 records from 336 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005730-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yq4hj5
title: Occurrence Download

description: A dataset containing 36817 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Streptomyces Waksman & Henrici, 1943"
 ]
}

 The dataset includes 36817 records from 429 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005740-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pt9htm
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nicotiana plumbaginifolia",
 "Country is Cuba",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084198-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9xk698
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nicotiana plumbaginifolia",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 54 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084199-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dccsxe
title: Occurrence Download

description: A dataset containing 1666674 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Poecile carolinensis (Audubon, 1834)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Year is greater than or equal to 1810",
 "Year is less than or equal to 2019",
 "Month is greater than or equal to April",
 "Month is less than or equal to September",
 "EventDate is not null",
 "Country is United States of America",
 "Geometry POLYGON((-63 22, -63 51, -126 51, -126 22, -63 22))"
 ]
}

 The dataset includes 1666674 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012311-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/9hwmv8t36b.1
title: Spillover Effects of Green Human Resource Management on Employee Health from the Perspective of Organizational Change

description: The data collection period was from August to November 2020. A cross-sectional survey was employed and an online questionnaire was distributed to employees in China. The data were analyzed by structural equation model (SEM) and fuzzy-set qualitative comparative analysis (fsQCA).
DOI: 10.13023/neuro.data2025.01
title: Hypercoagulable and Autoimmune Factors in Patients with Moyamoya Syndrome

description: Moyamoya is a progressive cerebrovascular condition leading to stenosis of the internal carotid arteries (ICA) and formation of abnormal vasculature at the base of the brain. Patients ultimately suffer from ischemic and/or hemorrhagic stroke. In Kentucky, patients often present with comorbidities, which classifies them as having moyamoya syndrome (MMS). In this prospective observational study, we measured coagulable- and autoimmune-related factors in MMS subjects to identify possible therapeutic targets and help inform clinical care. Venous blood samples were collected from adult subjects diagnosed with MMS and analyzed by the UK Healthcare Clinical Laboratory. Blood samples, demographics, and medical records were obtained following written consent and enrollment between July 2020 and February 2024. Thirty-one subjects were enrolled (20 females and 11 males) with a median age of 45 years and 64.5% residing in an Appalachian county. The majority of the subjects were obese (BMI >30) and 29.0% had type 2 diabetes. Elevated factor VIII levels were detected in half the subjects, with speckled antinuclear antibody (ANA), and abnormal erythrocyte sedimentation rates (ESR) also detected in a large portion of the subjects. Elevated levels of factor VIII may put them at risk of developing thrombosis and increased ischemia, while the increased inflammatory state and possible undiagnosed autoimmune reactivity may play an important role in the progression of the condition. Evaluation of these factors in MMS patients can help to inform clinical care and provide targets for a treatment strategy.
DOI: 10.15470/uckb6u
title: Herbario de la Facultad de Farmacia. Colecci?n hist?rica Blas L?zaro e Ibiza (MAF- Laz)

description: The MAF-Laz collection consists of a historical assemblage of approximately 660 algae and 100 bryophytes gathered by Blas L?zaro Ibiza, the founder of the MAF Herbarium.
DOI: 10.15468/dl.adc2hs
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acanthoscelides obtectus",
 "Country is Venezuela (Bolivarian Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084677-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mxs34d
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Syzygium malaccense",
 "Country is Solomon Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084678-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/ajz-p6a-4lz
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p4p-505-62h
title: Pseudoclavulina mexicana (Cushman, 1922)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xry-jd8-hgs
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.9ten9d
title: Occurrence Download

description: A dataset containing 198 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes",
 "Country is Portugal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 198 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023053-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/enk-3tp-zy1
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rdj-mxv-9e1
title: Cytherella (Cytherella) Jones, 1849

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4rj-nj8-n5a
title: Reophax compressus Goës, 1894

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jbd-wjt-49h
title: Heterostegina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6jz-b0r-zz0
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7mw-drs-5t7
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fbx-j05-lyj
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xwp-746-pe0
title: Heterostegina antillarum d'Orbigny, 1839

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/27c-t16-4cz
title: †Septigerina Keijzer, 1941

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n8s-sk8-0tf
title: Hibolithes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2h0-2c2-mc3
title: Elphidium gerthi van Voorthuysen, 1957

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/llw-4fz-k3q
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/59l-2sr-6dc
title: Neoeponides antillarum (d'Orbigny, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nba-20n-yh8
title: Pyrgo striolata (Brady, 1884)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d65-v1y-t98
title: Bulimina aculeata d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gxv-2kw-aph
title: Ammonia Brünnich, 1771

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wts-elv-vs1
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.bgwhpw
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023051-250811113504898/datasets/export for details.
DOI: 10.3535/4qs-gg1-48j
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rld-6p2-g3p
title: Reophax scorpiurus Montfort, 1808

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2e7-nlt-w0y
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y4m-br5-jem
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r7t-6ht-sr0
title: Quinqueloculina sulcata d'Orbigny in Fornasini, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lsm-7sv-37q
title: †Lenticulina multiformis (Franke, 1912)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v01-bf2-5s7
title: †Dendritina elegans d'Orbigny, 1846

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dyz-zd4-qz5
title: Liebusella Cushman, 1933

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xej-78d-grz
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l5z-nlq-jv8
title: Quinqueloculina lamarckiana d'Orbigny, 1839

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pey-cq6-7bc
title: †Mantelliceras mantelli (Sowerby, 1814)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/aqg-xqp-br7
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lre-dnx-jdh
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f6w-m34-5m8
title: Bulimina marginata d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gyx-wvd-jd0
title: Reticuloceras

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jcg-jav-3jv
title: Sigmoihauerina bradyi (Cushman, 1917)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p8y-11z-kvd
title: Uvigerina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wz5-jmy-wva
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/txc-7sh-2xj
title: Bathysiphon rufus Folin, 1886

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gsz-qdj-l1y
title: Percultazonaria subaculeata (Cushman, 1923)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.18225266
title: Data for Infra Finder

description: This dataset underlies the Infra Finder application (https://infrafinder.investinopen.org) and will be periodically versioned to reflect the latest changes to Infra Finder.

This dataset comprises 3 files in CSV format.

infrafinder_data_download_release-3.0_jan_2026.csv contains processed data collected as described in the methodological information section below.

infrafinder_variable_definitions_jan_2026.csv contains a data dictionary with definitions of all variables.

infrafinder_controlled_lists_jan_2026.csv contains a supplemental data dictionary with definitions for controlled lists used for certain variables.

This dataset also contains a README file (Infra-Finder-Data_jan_2026_README.txt) which contains authorship, sharing information, a data overview, and methodological information.
DOI: 10.5281/zenodo.10934103
title: Data for Infra Finder

description: This dataset underlies the Infra Finder application (https://infrafinder.investinopen.org) and will be periodically versioned to reflect the latest changes to Infra Finder.

This dataset comprises 3 files in CSV format.

infrafinder_data_download_release-3.0_jan_2026.csv contains processed data collected as described in the methodological information section below.

infrafinder_variable_definitions_jan_2026.csv contains a data dictionary with definitions of all variables.

infrafinder_controlled_lists_jan_2026.csv contains a supplemental data dictionary with definitions for controlled lists used for certain variables.

This dataset also contains a README file (Infra-Finder-Data_jan_2026_README.txt) which contains authorship, sharing information, a data overview, and methodological information.
DOI: 10.5281/zenodo.15274769
title: Helixer - Aspergillus niger
DOI: 10.5281/zenodo.15274770
title: Helixer - Aspergillus niger
DOI: 10.15468/dl.b9kk3q
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Asia",
 "Country is China",
 "DatasetKey is one of (EOD – eBird Observation Dataset, iNaturalist Research-grade Observations)",
 "GadmGid is CHN.10.8_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2024-2025"
 ]
}

 The dataset includes 82 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013246-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4kpmv5
title: Occurrence Download

description: A dataset containing 11218935 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is China"
 ]
}

 The dataset includes 11218935 records from 5170 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077432-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc15275096
title: Umm Udheina bowl

description: [Text Description:] Inscription under the rim of the bowl: "(Belonging) to 'LSMR, s[on] of 'L[Y]zn" ❧ [Excavation Description:] Tomb found by Ahamad Rabi when digging the foundations of his house in W. district of Amman (parcel #1608). Excavated by Dept. of Antiquities, Jordan Aug 21-Sept 11, 1982. Supervised by Haddad, et al. ❧ [Medium:] Metal ❧ [Script Note:] Ammonite ❧ [Physical Object Description:] Bronze bowl, 22.2 cm. in diameter. Inscription under the rim of the bowl.
DOI: 10.25549/inscriptifact-ouc15236801
title: Collection Account

description: [Text or Publication Number Note:] TAD C3.15; Cowley 22; Sachau Pl. 17-20; Sachau Pap 18; Ungnad 19 ❧ [Excavation Description:] Excavation of tell on island of Elephantine, beginning 20th c. by Berlin Museums and Paris Academie des Inscriptions et Belles Lettres ❧ [Medium:] Papyrus ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Papyrus, P13488A; P13488; 23101; 96/64,96/76
DOI: 10.25549/inscriptifact-ouc15275094
title: Seal, Belonging to Miqneyau, servant of YHWH

description: [Text Description:] Seal inscribed with mqnyw `bd yhwh on side 1 (positive), lmqnyw `bd yhwh on side 2 (negative), ❧ [Text or Publication Number Note:] Avigad ❧ Sass 27 ❧ [Excavation Description:] Bought in Jerusalem and alleged to have been found in a tomb in its vicinity ❧ [Medium:] Stone ❧ [Script Note:] Hebrew ❧ [Physical Object Description:] Two-sided seal of red jasper (agate?) mottled with white, perforated, 11.5 x 7.5 x 6mm ❧ [Physical Object Note:] Two line inscription, one side with positive inscription, one with negative inscription
DOI: 10.25549/inscriptifact-ouc15260355
title: Nabatean oil lamp

description: [Text Description:] Nabatean oil lamp ❧ [Excavation Description:] unprovenanced ❧ [Medium:] Clay ❧ [Script Note:] Nabatean ❧ [Physical Object Description:] Clay closed lamp with spout, 6.1 cm x 8.6 cm
DOI: 10.25549/inscriptifact-ouc15236802
title: Oath Text

description: [Text or Publication Number Note:] TAD B7.3; Cowley 44; Sachau Pl. 32; Sachau Pap 36; Ungnad 34 ❧ [Excavation Description:] Excavation of tell on island of Elephantine, beginning 20th c. by Berlin Museums and Paris Academie des Inscriptions et Belles Lettres ❧ [Medium:] Papyrus ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Papyrus, P13485
DOI: 10.5281/zenodo.17588629
title: Efficacy of Targeted Vasopressin Injection at the Recto-Uterine Endometrioid Lesion during Laparoscopic Surgery for Deep Infiltrating Endometriosis