cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc2dfzvp
title: CCDC 2217983: Experimental Crystal Structure Determination

description: Related Article: Qiang-Qiang Jia, Gele Teri, Qi-Fang Zhou, Jia-Qi Luo, Hao-Fei Ni, Pei-Zhi Huang, Pei-Guo Liu, Lei Pan, Chang-Feng Wang, Zunqi Liu, Zhi-Xu Zhang, Yi Zhang, Da-Wei Fu|2025|Angew.Chem.,Int.Ed.|64|e202514669|doi:10.1002/anie.202514669
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2p8cbp
title: CCDC 2480692: Experimental Crystal Structure Determination

description: Related Article: Rahul Kumar Yadav, Darakshan Parveen, Ritesh Kumar Sahu, Bijan Mondal, Dipak Kumar Roy|2025|Chem. Sel.|10|e07199|doi:10.1002/slct.202507199
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.17928803
title: Data for: Soil multifunctionality is driven by network stability rather than biodiversity during twenty-year restoration of subtropical tea plantations
DOI: 10.15468/dl.dhbc7e
title: Occurrence Download

description: A dataset containing 7542 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Olisthops cyanomelas"
 ]
}

 The dataset includes 7542 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052931-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.69fd2x
title: Occurrence Download

description: A dataset containing 19340 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Passiflora suberosa"
 ]
}

 The dataset includes 19340 records from 412 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052932-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m3bm8s
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.28_1",
 "TaxonKey is one of (Astragalus ortholobiformis, Astragalus ornithorrhynchus, Astragalus monophyllus)"
 ]
}

 The dataset includes 24 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052933-251120083545085/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/14159744
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.6084/m9.figshare.30881499
title: Methane Production and Sludge Reduction During the Anaerobic Digestion of Sewage Sludge by Ultrafine Bubble/Microbubble Ozonation

description: The ability of ultrafine bubble/microbubble ozonation to enhance the disintegration and solubilization of sewage sludge for methane fermentation was investigated in this study. Waste activated sludge (WAS) and digested sludge were ozonated and subsequently used as feed sludges to promote sludge reduction and biogas production. During the methane fermentation of WAS, the rate of sludge reduction based on the total chemical oxygen demand increased to 75% from 40% in untreated sludge, and biogas production, 0.558 NL per gram volatile solids (VS) added, was increased 1.87-fold compared with untreated WAS at an ozone dosage of 53 mg-O<sub>3</sub> per gram of suspended solids (SS). To facilitate the methane fermentation of digested sludge, reducing agents were removed by aeration as a pretreatment prior to ozonation of the digested sludge. The sludge reduction rate increased by 26% from an initial rate of 7%, and biogas production, 0.185 NL g-VS-added<sup>−1</sup> at an ozone dosage of 54 mg-O<sub>3</sub> g-SS<sup>−1</sup>, increased threefold compared with that of untreated digested sludge. Ultrafine bubble/microbubble ozonation reduced the viscosity of the sludge, although it also decreased its dewaterability at high ozone dosages. These findings demonstrate the effectiveness of ultrafine bubble/microbubble ozonation as a pretreatment for methane fermentation of sewage sludge.
DOI: 10.6084/m9.figshare.30881499.v1
title: Methane Production and Sludge Reduction During the Anaerobic Digestion of Sewage Sludge by Ultrafine Bubble/Microbubble Ozonation

description: The ability of ultrafine bubble/microbubble ozonation to enhance the disintegration and solubilization of sewage sludge for methane fermentation was investigated in this study. Waste activated sludge (WAS) and digested sludge were ozonated and subsequently used as feed sludges to promote sludge reduction and biogas production. During the methane fermentation of WAS, the rate of sludge reduction based on the total chemical oxygen demand increased to 75% from 40% in untreated sludge, and biogas production, 0.558 NL per gram volatile solids (VS) added, was increased 1.87-fold compared with untreated WAS at an ozone dosage of 53 mg-O<sub>3</sub> per gram of suspended solids (SS). To facilitate the methane fermentation of digested sludge, reducing agents were removed by aeration as a pretreatment prior to ozonation of the digested sludge. The sludge reduction rate increased by 26% from an initial rate of 7%, and biogas production, 0.185 NL g-VS-added<sup>−1</sup> at an ozone dosage of 54 mg-O<sub>3</sub> g-SS<sup>−1</sup>, increased threefold compared with that of untreated digested sludge. Ultrafine bubble/microbubble ozonation reduced the viscosity of the sludge, although it also decreased its dewaterability at high ozone dosages. These findings demonstrate the effectiveness of ultrafine bubble/microbubble ozonation as a pretreatment for methane fermentation of sewage sludge.
DOI: 10.15468/dl.6jes7c
title: Occurrence Download

description: A dataset containing 69298 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ecklonia radiata"
 ]
}

 The dataset includes 69298 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052917-251120083545085/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.29070506.v3
title: Fatigue Classification by ML_2paper

description: To enhance the interpretability and predictive performance of the classification models, this study first conducted paired sample t-tests on all eye-tracking features to identify those with statistically significant differences before and after visual fatigue. A total of eight features were found to be significant (p &lt; 0.05), including four linear parameters (FC_10, FC_25, OL_10, OL_25), two spatial parameters related to gaze dispersion (Radius_50 and Dist_CM), and two nonlinear complexity indicators (SamEn_x and SamEn_y). These selected features encompass multiple dimensions, including fixation density (fixation count), fixation duration (observation length), spatial dispersion of gaze (fixation dispersion), and signal complexity of gaze trajectories (Sample Entropy), providing both behavioral-level and signal-structure-level insights into changes associated with visual fatigue. In the subsequent AI classification phase, three types of models were constructed: one based on linear features (FC_10, FC_25, OL_10, OL_25, Radius_50, Dist_CM), one based on nonlinear features (SamEn_x, SamEn_y), and a hybrid model combining both linear and nonlinear features. These feature sets were input into three supervised machine learning algorithms—Random Forest, Support Vector Machine (SVM), and K-Nearest Neighbors (KNN)—for comparative analysis. Model performance was comprehensively evaluated using metrics such as AUC, Accuracy, Precision, Recall, and F1-score, in order to assess the contribution and discriminative power of different feature types in identifying visual fatigue.
DOI: 10.5281/zenodo.17483679
title: Evolutionary and ecological determinants of the phenology of births in wild large herbivores, a systematic review

description: This dataset contains the descriptive information related to each article retained in the analyses as well as quantitative information about the tests and conclusions associated with the investigation of the drivers of the phenology of births in large hebivores (n = 124 articles).
DOI: 10.5281/zenodo.17906691
title: Evolutionary and ecological determinants of the phenology of births in wild large herbivores, a systematic review

description: This dataset contains the descriptive information related to each article retained in the analyses as well as quantitative information about the tests and conclusions associated with the investigation of the drivers of the phenology of births in large hebivores (n = 124 articles).
DOI: 10.15468/dl.gg63wb
title: Occurrence Download

description: A dataset containing 209 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "TaxonKey is Castanopsis argentea"
 ]
}

 The dataset includes 209 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052934-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-247603
title: Advocate, vol. 6, no. 3 (2008 August-September)

description: [description english/roman)] Advocate, vol. 6, no. 3 (2008 August-September). COGIC (Church of God in Christ) scholars fellowship.
DOI: 10.15468/dl.fnq6db
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alyssum glomeratum Burch. ex DC."
 ]
}

 The dataset includes 8 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048127-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nbakcu
title: Occurrence Download

description: A dataset containing 2429 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((123.94226 11.44772,123.5907 10.6714,123.33801 10.04458,123.25012 9.70906,123.26111 9.51408,123.26111 9.32983,123.44788 9.37319,123.75549 9.94721,124.06311 10.28249,124.17297 10.79014,124.19495 11.40465,123.94226 11.44772))",
 "HasCoordinate is true",
 "TaxonKey is Chordata",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2429 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004393-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-247190
title: Annual Holy Convocation of the Church of God in Christ (101st: 2008)

description: [description english/roman)] The souvenir journal of the Holy Convocation of the Church of God in Christ. Annually.
DOI: 10.15468/dl.hw2ys3
title: Occurrence Download

description: A dataset containing 2567 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Turdus poliocephalus",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 2567 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088216-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-247807
title: National youth congress, COGIC (17th: 1952), program

description: [description english/roman)] Program book "yearbook" for the 17th National youth congress, Church of God in Christ, Philadelphia, Pennsylvania, 1952 June 26 - July 1. This xerographic exemplar lacks page 12.
DOI: 10.5281/zenodo.11034010
title: The PANORAMA Challenge: Public Training and Development Dataset (3)

description: This dataset represents the PANORAMA: Public Training and Development Dataset. It contains 2238 anonymized contrast-enhanced CT (CECT) scans acquired at two centers (Radboud University Medical Center, University Medical Center Groningen) based in The Netherlands. Additionally, it contains 194 cases from the Medical Segmentation Decathlon dataset and 80 cases from National Institutes of Health. For all updates/fixes regarding this dataset, please join the challenge and check out our dedicated forum post on this topic. The corresponding labels of the PANORAMA dataset can be found here. 

The PANORAMA challenge is an all-new grand challenge that aims to validate the diagnostic performance of artificial intelligence and radiologists at pancreatic ductal adenocarcinoma (PDAC) detection/diagnosis in CECT, with histopathology and follow-up (≥ 3 years) as the reference standard, in a retrospective setting in the hidden testing dataset. The study hypothesizes that state-of-the-art AI algorithms are non-inferior to radiologists reading CECT.

Key aspects of the PANORAMA study design have been established in conjunction with an international scientific advisory board of 13 experts in AI and pancreas radiology as well as a patient representative —to unify and standardize present-day guidelines, and to ensure meaningful validation of pancreas AI towards clinical translation (Reinke et al., 2021).

This PANORAMA dataset contains: batch 3 out of 4
description: Natália Alves and Megan Schuurmans contributed equally to this work.
DOI: 10.5281/zenodo.11034011
title: The PANORAMA Challenge: Public Training and Development Dataset (3)

description: This dataset represents the PANORAMA: Public Training and Development Dataset. It contains 2238 anonymized contrast-enhanced CT (CECT) scans acquired at two centers (Radboud University Medical Center, University Medical Center Groningen) based in The Netherlands. Additionally, it contains 194 cases from the Medical Segmentation Decathlon dataset and 80 cases from National Institutes of Health. For all updates/fixes regarding this dataset, please join the challenge and check out our dedicated forum post on this topic. The corresponding labels of the PANORAMA dataset can be found here. 

The PANORAMA challenge is an all-new grand challenge that aims to validate the diagnostic performance of artificial intelligence and radiologists at pancreatic ductal adenocarcinoma (PDAC) detection/diagnosis in CECT, with histopathology and follow-up (≥ 3 years) as the reference standard, in a retrospective setting in the hidden testing dataset. The study hypothesizes that state-of-the-art AI algorithms are non-inferior to radiologists reading CECT.

Key aspects of the PANORAMA study design have been established in conjunction with an international scientific advisory board of 13 experts in AI and pancreas radiology as well as a patient representative —to unify and standardize present-day guidelines, and to ensure meaningful validation of pancreas AI towards clinical translation (Reinke et al., 2021).

This PANORAMA dataset contains: batch 3 out of 4
description: Natália Alves and Megan Schuurmans contributed equally to this work.
DOI: 10.15468/dl.3ntkjr
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alyssum ponticum Velen."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048120-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.505hit
title: Occurrence Download

description: A dataset containing 230 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melursus ursinus (Shaw, 1791)"
 ]
}

 The dataset includes 230 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004393-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jg5shu
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mozambique",
 "OccurrenceStatus is Present",
 "TaxonKey is Echinodermata",
 "Year 2020-2023"
 ]
}

 The dataset includes 23 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0301532-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-247171
title: Annual Holy Convocation of the Church of God in Christ (101st: 2008)

description: [description english/roman)] The souvenir journal of the Holy Convocation of the Church of God in Christ. Annually.
DOI: 10.25549/pcra-c14-33164
title: Missionary application for Elise Jameson (nee Redbourne) in Brazil, 1919-1921

description: [description english/roman)] Candidate forms; photo of Elsie Jameson (nee Rebourne); applicant references.
DOI: 10.15468/dl.y2hk7d
title: Occurrence Download

description: A dataset containing 2110076 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Natural History Museum (London) Collection Specimens",
 "TaxonKey is Arthropoda"
 ]
}

 The dataset includes 2110076 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0188517-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t9qbwx
title: Occurrence Download

description: A dataset containing 29630 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 {
 "or" : [
 "Country is India",
 "Country is Nepal",
 "Country is Sri Lanka"
 ]
 },
 "PublishingOrg is e2e717bf-551a-4917-bdc9-4fa0f342c530",
 "TaxonKey is Ciconia episcopus (Boddaert, 1783)"
 ]
}

 The dataset includes 29630 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019447-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uhssgm
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((71.69570 21.41108,124.69866 21.41108,124.69866 42.62428,71.69570 42.62428,71.69570 21.41108))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Prunus mira Koehne"
 ]
}

 The dataset includes 112 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0301491-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-25711
title: William John Boyd, China, 1914-1926

description: [description english/roman)] Correspondence including news of Fanny Boyd's death.
DOI: 10.25549/pcra-c14-25680
title: William John Boyd, China, 1914-1926

description: [description english/roman)] Correspondence including news of Fanny Boyd's death.
DOI: 10.15468/dl.2ggehd
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ptilotrichum elongatum (DC.) C.A.Mey."
 ]
}

 The dataset includes 11 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048138-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wsbawf
title: Occurrence Download

description: A dataset containing 8713 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lactarius deliciosus (L.) Gray"
 ]
}

 The dataset includes 8713 records from 183 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013018-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w4t7pe
title: Occurrence Download

description: A dataset containing 753288 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dacelo novaeguineae (Hermann, 1783))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 753288 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0301585-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-25671
title: William John Boyd, China, 1914-1926

description: [description english/roman)] Correspondence including news of Fanny Boyd's death.
DOI: 10.25549/pcra-c14-25703
title: William John Boyd, China, 1914-1926

description: [description english/roman)] Correspondence including news of Fanny Boyd's death.
DOI: 10.15468/dl.89d2qz
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alyssum altaicum C.A.Mey."
 ]
}

 The dataset includes 11 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048143-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ruc283
title: Occurrence Download

description: A dataset containing 608 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Accipiter madagascariensis J.Verreaux, 1833"
 ]
}

 The dataset includes 608 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078000-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.59gu92
title: Occurrence Download

description: A dataset containing 182 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is IND",
 "OccurrenceStatus is Present",
 "TaxonKey is Carissa carandas L."
 ]
}

 The dataset includes 182 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0301499-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5gc526
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alyssum canescens var. abbreviatum DC."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048150-220831081235567/datasets/export for details.