cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/e241918v1
title: School of Post Basic Orthopaedic Nursing, NOH, Igbobi, Lagos 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542

description: School of Post Basic Orthopaedic Nursing, NOH, Igbobi, Lagos 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542
DOI: 10.3886/e241919v1
title: Nasarawa State College Of Nursing Sciences Lafia 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542

description: Nasarawa State College Of Nursing Sciences Lafia 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542
DOI: 10.3886/e241947v1
title: Jos University Teaching Hospital 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542

description: Jos University Teaching Hospital 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542
DOI: 10.3886/e241948v1
title: Rivers State School of Nursing Port-Harcourt 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542

description: Rivers State School of Nursing Port-Harcourt 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542
DOI: 10.3886/e241945v1
title: Plateau State College of Health Technology, Zawan 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542

description: Plateau State College of Health Technology, Zawan 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542
DOI: 10.3886/e241943v1
title: University College Hospital, Ibadan 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542

description: University College Hospital, Ibadan 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542
DOI: 10.3886/e241946v1
title: Plateau State College of Health Technology, Pankshin 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542

description: Plateau State College of Health Technology, Pankshin 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542
DOI: 10.3886/e241921v1
title: Niger State School Of Nursing Bida 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542

description: Niger State School Of Nursing Bida 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542
DOI: 10.34740/kaggle/dsv/14335984
title: Market Prices of Commodities in South Tangerang
DOI: 10.3886/e241922v1
title: Niger State College of Nursing Sciences, Minna 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542

description: Niger State College of Nursing Sciences, Minna 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542
DOI: 10.5281/zenodo.18088924
title: Source data: Ancestral sequence reconstruction reveals CTP-dependent loading of the bacterial centromere-binding protein ParB as an ancient evolutionary feature

description: This record provides source data files for the ancestral sequence reconstruction analysis reported in the article entitled "Ancestral sequence reconstruction reveals CTP-dependent loading of the bacterial centromere-binding protein ParB as an ancient evolutionary feature" by Hanßmann et al. (Journal of Molecular Biology, 2025).
DOI: 10.5281/zenodo.18088925
title: Source data: Ancestral sequence reconstruction reveals CTP-dependent loading of the bacterial centromere-binding protein ParB as an ancient evolutionary feature

description: This record provides source data files for the ancestral sequence reconstruction analysis reported in the article entitled "Ancestral sequence reconstruction reveals CTP-dependent loading of the bacterial centromere-binding protein ParB as an ancient evolutionary feature" by Hanßmann et al. (Journal of Molecular Biology, 2025).
DOI: 10.6084/m9.figshare.30099883
title: Supplementary Table S2

description: Supplementary Table S2 from manuscript submitted by Piepho et al
DOI: 10.6084/m9.figshare.30099883.v1
title: Supplementary Table S2

description: Supplementary Table S2 from manuscript submitted by Piepho et al
DOI: 10.15468/dl.t5dxzw
title: Occurrence Download

description: A dataset containing 768 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-80.49135 25.44274,-80.48449 25.44274,-80.48449 25.44912,-80.49135 25.44912,-80.49135 25.44274))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 768 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068750-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e241944v1
title: Plateau State College of Nursing and Midwifery, Vom 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542

description: Plateau State College of Nursing Vom 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542
DOI: 10.15468/dl.wcsjse
title: Occurrence Download

description: A dataset containing 313 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Satanoperca acuticeps"
 ]
}

 The dataset includes 313 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068751-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e242000
title: College of Nursing Sciences, Iyi-Enu, Anambra State, 2026/2027 Admission Form/Application Form Is Out Call the Registrar (08058556110) 08058556110 (08058556110) For More Details On How To Apply And Register Online.

description: College of Nursing Sciences, Iyi-Enu, Anambra State, 2026/2027 Admission Form/Application Form Is Out Call the Registrar (08058556110) 08058556110 (08058556110) For More Details On How To Apply And Register Online. The Management Of The School Hereby Inform The general Public On The Sales Of The General Nursing Admission Form Into The School Of Nursing, And Also The Sales Of Two (2) Years Post Basic Nursing Program. Contact The Educational Board Admin On (08058556110) For More Details On How To Purchase The Form And Register Online. REQUIREMENT FOR THE THREE YEARS GENERAL NURSING PROGRAMMES1. GENERAL NURSING PROGRAMME Admission Requirements Candidates For Admission Into The General Nursing Program Of The Nursing And Midwifery Council Of Nigeria Must Posses The Senior Secondary School Certificate Or It’s Equivalent With Five Credits To Include English Language And Either Physics, Chemistry, Biology/Health Science At Not More Than Two sittings. Duration Of Training: Three Calendar Years. Registered Nurse (RN) Also POST BASIC NURSING MIDWIFERY PROGRAMME Admission Requirements: The Candidate Must Be a Registered Nurse, Five (O,Level) Credits Not More Two Sittings And Must Also Meet All institutional Requirements. Duration of Training: Two Calendar *Year*.{08058556110}<br>
DOI: 10.34740/kaggle/dsv/14335999
title: Booru.org Top Leaderboard
DOI: 10.5281/zenodo.14551279
title: A digitized dataset of legacy deep boreholes within the "Alto Tiberina Near Fault Observatory Area - TABOO" (Central Italy)

description: The dataset includes the stratigraphic information digitized from seven deep boreholes (MONTE_CIVITELLO_001, PERUGIA_001, PERUGIA_002, PIEVE S.STEFANO_001, S.DONATO_001, BURANO_001, PRATOMAGNO_001), drilled in Central Italy for commercial exploration during the '80s. These wells have been specifically selected within the "Alto Tiberina Near Fault Observatory area (NFO TABOO)". The source data are currently available in the Italian repository VIDEPI (videpi.com) in PDF format, scanned from the original paper copies, and include stratigraphic information, geophysical well logs and other ancillary data. Such a format often makes the data difficult to find and access, as well as making them not interoperable and reusable, as recommended by the FAIR policy. This policy characterizes the EPOS infrastructure (https://www.epos-eu.org/dataportal), funder of this digitalization pilot project accomplished by UniPG in collaboration with ISPRA, as part of the activities carried out in the framework of the EPOS-JRU Italy, to make deep borehole data publicly available in a digital version. The new digitized data will enable users to reuse them to allow quantitative analyses and improve interpretability, as well as to better integrate them into the geological and geophysical studies related to the NFO TABOO (https://taboo.ingv.it/).
DOI: 10.5281/zenodo.14551280
title: A digitized dataset of legacy deep boreholes within the "Alto Tiberina Near Fault Observatory Area - TABOO" (Central Italy)

description: The dataset includes the stratigraphic information digitized from seven deep boreholes (MONTE_CIVITELLO_001, PERUGIA_001, PERUGIA_002, PIEVE S.STEFANO_001, S.DONATO_001, BURANO_001, PRATOMAGNO_001), drilled in Central Italy for commercial exploration during the '80s. These wells have been specifically selected within the "Alto Tiberina Near Fault Observatory area (NFO TABOO)". The source data are currently available in the Italian repository VIDEPI (videpi.com) in PDF format, scanned from the original paper copies, and include stratigraphic information, geophysical well logs and other ancillary data. Such a format often makes the data difficult to find and access, as well as making them not interoperable and reusable, as recommended by the FAIR policy. This policy characterizes the EPOS infrastructure (https://www.epos-eu.org/dataportal), funder of this digitalization pilot project accomplished by UniPG in collaboration with ISPRA, as part of the activities carried out in the framework of the EPOS-JRU Italy, to make deep borehole data publicly available in a digital version. The new digitized data will enable users to reuse them to allow quantitative analyses and improve interpretability, as well as to better integrate them into the geological and geophysical studies related to the NFO TABOO (https://taboo.ingv.it/).
DOI: 10.3886/e242001
title: College of Nursing Sciences, Waterside, Onitsha, Anambra State, 2026/2027 Admission Form/Application Form Is Out Call the Registrar (08058556110) 08058556110 (08058556110) For More Details On How To Apply And Register Online.

description: College of Nursing Sciences, Waterside, Onitsha, Anambra State, 2026/2027 Admission Form/Application Form Is Out Call the Registrar (08058556110) 08058556110 (08058556110) For More Details On How To Apply And Register Online. The Management Of The School Hereby Inform The general Public On The Sales Of The General Nursing Admission Form Into The School Of Nursing, And Also The Sales Of Two (2) Years Post Basic Nursing Program. Contact The Educational Board Admin On (08058556110) For More Details On How To Purchase The Form And Register Online. REQUIREMENT FOR THE THREE YEARS GENERAL NURSING PROGRAMMES1. GENERAL NURSING PROGRAMME Admission Requirements Candidates For Admission Into The General Nursing Program Of The Nursing And Midwifery Council Of Nigeria Must Posses The Senior Secondary School Certificate Or It’s Equivalent With Five Credits To Include English Language And Either Physics, Chemistry, Biology/Health Science At Not More Than Two sittings. Duration Of Training: Three Calendar Years. Registered Nurse (RN) Also POST BASIC NURSING MIDWIFERY PROGRAMME Admission Requirements: The Candidate Must Be a Registered Nurse, Five (O,Level) Credits Not More Two Sittings And Must Also Meet All institutional Requirements. Duration of Training: Two Calendar *Year*.{08058556110}<br>
DOI: 10.15468/dl.49g7d6
title: Occurrence Download

description: A dataset containing 4882 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "StateProvince is one of (NEVAdA, NevADA, Nevada, Nevada (NV), Nevada (State))",
 "TaxonKey is Bombus"
 ]
}

 The dataset includes 4882 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068753-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ra5k72
title: Occurrence Download

description: A dataset containing 126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Human Observation)",
 "TaxonKey is Hypsipyla grandella"
 ]
}

 The dataset includes 126 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068754-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kj2ut3
title: Occurrence Download

description: A dataset containing 768 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-80.49135 25.44274,-80.48449 25.44274,-80.48449 25.44912,-80.49135 25.44912,-80.49135 25.44274))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 768 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068755-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e241961v1
title: University Of Abuja Teaching Hospital, FCT 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542

description: University Of Abuja Teaching Hospital, FCT 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542
DOI: 10.3886/e241960v1
title: FCT College of Nursing Sciences, Gwagwalada 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542

description: FCT College of Nursing Sciences, Gwagwalada 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542
DOI: 10.3886/e241959v1
title: Unity Nursing College Bwari Abuja 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542

description: Unity Nursing College Bwari Abuja 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542
DOI: 10.5281/zenodo.17955690
title: Data from "PNW-Cnet: An evolving convolutional neural network to support broad-scale passive acoustic monitoring"

description: This repository contains data and code sufficient to reproduce the analyses presented in the associated paper (D. B. Lesmeister et al., "PNW-Cnet: An evolving convolutional neural network to support broad-scale passive acoustic monitoring", in review).

For convenience we have grouped the contents into three compressed files: one for each of the two test datasets ("Test_Set_1.zip" and "Test_Set_2.zip") and a third ("v5_Repo_Files.zip") containing the remaining data and code. To completely reproduce the results, you will need to download all three of these compressed files, extract the v5_Repo_Files.zip file to create the required directory structure, and then extract Test_Set_1.zip and Test_Set_2.zip into the corresponding folders in the "data" subfolder.

Two different test sets were used to characterize the performance of the PNW-Cnet v5 model. The first, held-out test set ("Test Set 1") comprised 41,202 spectrograms randomly selected from the original training dataset, which were not used for model training or validation. Each spectrogram was generated from a 12-s audio segment and covers a frequency range of 0 to 4000 Hz. These spectrograms were comprehensively labeled with respect to the 135 target classes detected by PNW-Cnet v5. We used this test dataset to calculate class-specific precision, recall, F1 score, and accuracy for the trained model at score thresholds ranging from 0.01 to 0.99.

The second, field-based test set ("Test Set 2") was drawn from audio data collected by the Northwest Forest Plan passive acoustic monitoring program at ca. 1000 field sites in western Washington, California, and Oregon, USA, in 2023. This test set includes short audio clips as well as associated spectrograms. They are organized into 85 target classes, each of which produced at least 100 detections at a score threshold of 0.80. We randomly selected 100 apparent detections for each class (total n=8,500 images) and reviewed these spectrograms and the corresponding audio, labeling each image as either a true positive or false positive for the focal class, and used these labels to estimate precision at threshold of 0.80, 0.825, ..., 0.975, 1.00.

Site identifiers in both test datasets have been obfuscated so as not to publicize information that could be used to locate breeding territories of northern spotted owls or other species of conservation concern. Additionally, we have omitted audio clips for the "Human" target class in Test Set 2 to avoid potential privacy issues.

The README.md file contains detailed information on the output files produced by the different scripts.
DOI: 10.5281/zenodo.17955691
title: Data from "PNW-Cnet: An evolving convolutional neural network to support broad-scale passive acoustic monitoring"

description: This repository contains data and code sufficient to reproduce the analyses presented in the associated paper (D. B. Lesmeister et al., "PNW-Cnet: An evolving convolutional neural network to support broad-scale passive acoustic monitoring", in review).

For convenience we have grouped the contents into three compressed files: one for each of the two test datasets ("Test_Set_1.zip" and "Test_Set_2.zip") and a third ("v5_Repo_Files.zip") containing the remaining data and code. To completely reproduce the results, you will need to download all three of these compressed files, extract the v5_Repo_Files.zip file to create the required directory structure, and then extract Test_Set_1.zip and Test_Set_2.zip into the corresponding folders in the "data" subfolder.

Two different test sets were used to characterize the performance of the PNW-Cnet v5 model. The first, held-out test set ("Test Set 1") comprised 41,202 spectrograms randomly selected from the original training dataset, which were not used for model training or validation. Each spectrogram was generated from a 12-s audio segment and covers a frequency range of 0 to 4000 Hz. These spectrograms were comprehensively labeled with respect to the 135 target classes detected by PNW-Cnet v5. We used this test dataset to calculate class-specific precision, recall, F1 score, and accuracy for the trained model at score thresholds ranging from 0.01 to 0.99.

The second, field-based test set ("Test Set 2") was drawn from audio data collected by the Northwest Forest Plan passive acoustic monitoring program at ca. 1000 field sites in western Washington, California, and Oregon, USA, in 2023. This test set includes short audio clips as well as associated spectrograms. They are organized into 85 target classes, each of which produced at least 100 detections at a score threshold of 0.80. We randomly selected 100 apparent detections for each class (total n=8,500 images) and reviewed these spectrograms and the corresponding audio, labeling each image as either a true positive or false positive for the focal class, and used these labels to estimate precision at threshold of 0.80, 0.825, ..., 0.975, 1.00.

Site identifiers in both test datasets have been obfuscated so as not to publicize information that could be used to locate breeding territories of northern spotted owls or other species of conservation concern. Additionally, we have omitted audio clips for the "Human" target class in Test Set 2 to avoid potential privacy issues.

The README.md file contains detailed information on the output files produced by the different scripts.
DOI: 10.3886/e241958v1
title: FCT School of Nursing & Midwifery, Gwagwalada 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542

description: FCT School of Nursing & Midwifery, Gwagwalada 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542
DOI: 10.3886/e241957v1
title: Zamfara State School of Nursing Gusau 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542

description: Zamfara State School of Nursing Gusau 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542
DOI: 10.3886/e241956v1
title: Yobe State Shehu Sule College of Nursing Damaturu 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542

description: Yobe State Shehu Sule College of Nursing Damaturu 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542
DOI: 10.3886/e241955v1
title: Taraba State College Of Health Technology, Takum 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542

description: Taraba State College Of Health Technology, Takum 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542
DOI: 10.3886/e241954v1
title: Taraba State College of Nursing Jalingo 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542

description: Taraba State College of Nursing Jalingo 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542
DOI: 10.3886/e241953v1
title: College of Nursing Sciences, Tambuwal 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542

description: College of Nursing Sciences, Tambuwal 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542
DOI: 10.3886/e241952v1
title: Fatima College of Nursing Sciences, Sifawa 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542

description: Fatima College of Nursing Sciences, Sifawa 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542
DOI: 10.3886/e241951v1
title: Sokoto State College of Nursing Sciences, Sokoto 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542

description: Sokoto State College of Nursing Sciences, Sokoto 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542
DOI: 10.3886/e241950v1
title: University of Port-Harcourt Teaching Hospital 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542

description: University of Port-Harcourt Teaching Hospital 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542