cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.8m2gyj
title: Occurrence Download

description: A dataset containing 1668 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Junonia coenia"
 ]
}

 The dataset includes 1668 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067663-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e241833
title: Imo State School of Nursing Umulogho, Obowu 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542

description: Imo State School of Nursing Umulogho, Obowu 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542
DOI: 10.3886/e241834
title: Jigawa State College of Nursing Birnin Kudu 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542

description: Jigawa State College of Nursing Birnin Kudu 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542
DOI: 10.15468/dl.yxje44
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Global Register of Introduced and Invasive Species - France"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067664-251120083545085/datasets/export for details.
DOI: 10.34740/kaggle/dsv/14320276
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.3886/e241835
title: Kaduna State College Of Nursing, Kafanchan 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542

description: Kaduna State College Of Nursing, Kafanchan 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542
DOI: 10.34740/kaggle/dsv/14320290
title: Global Genomic Neurofibromatosis Neoplasia
DOI: 10.15468/dl.pbt7me
title: Occurrence Download

description: A dataset containing 749 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hyotissa hyotis"
 ]
}

 The dataset includes 749 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067665-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18075221
title: Beyond the Wow! Signal: A Deepened Hypothesis on Interstellar Objects as Biological Macro-Organisms and Jovian Energy Interaction

description: This work presents a speculative but observationally constrained hypothesis concerning the interstellar object candidate 3I/ATLAS.

Rather than asserting proof or detection, the paper proposes an alternative interpretive framework in which certain anomalous behaviors—such as non-gravitational acceleration, orbital timing, and apparent Jovian interaction—are examined through a biological or autonomous-system perspective, alongside conventional astrophysical explanations.

The hypothesis is explicitly falsifiable and does not claim the object to be artificial or alive. Instead, it explores whether existing observational data permit interpretations beyond standard cometary models, and identifies specific future observations that could confirm or refute the proposed framework.

This work is intended as a conceptual contribution, encouraging interdisciplinary discussion at the boundary of astrophysics, astrobiology, and the philosophy of science.
DOI: 10.5281/zenodo.18075222
title: Beyond the Wow! Signal: A Deepened Hypothesis on Interstellar Objects as Biological Macro-Organisms and Jovian Energy Interaction

description: This work presents a speculative but observationally constrained hypothesis concerning the interstellar object candidate 3I/ATLAS.

Rather than asserting proof or detection, the paper proposes an alternative interpretive framework in which certain anomalous behaviors—such as non-gravitational acceleration, orbital timing, and apparent Jovian interaction—are examined through a biological or autonomous-system perspective, alongside conventional astrophysical explanations.

The hypothesis is explicitly falsifiable and does not claim the object to be artificial or alive. Instead, it explores whether existing observational data permit interpretations beyond standard cometary models, and identifies specific future observations that could confirm or refute the proposed framework.

This work is intended as a conceptual contribution, encouraging interdisciplinary discussion at the boundary of astrophysics, astrobiology, and the philosophy of science.
DOI: 10.5281/zenodo.17435105
title: MCD-Net: A Large-scale Optical-Only Moraine Segmentation Dataset

description: This dataset comprises the first large-scale, optical-only moraine segmentation collection, specifically designed for advancing automated glacial geomorphological mapping. The dataset includes:

 

1. Primary Moraine Segmentation Dataset (2,900+ image-mask pairs):

- High-resolution optical imagery from Google Earth Pro (0.5-2 meters/pixel)

- Binary segmentation masks distinguishing moraine bodies from background

- Coverage across key glacial regions in Sichuan and Yunnan, China

- Diverse moraine types including lateral, terminal, and recessional moraines

 

2. Supplementary Ridge Annotation Dataset (400+ image-mask pairs):

- Including moraine ridge features

- Provides additional morphological information for advanced analysis

- Useful for studying fine-scale moraine characteristics

 

The dataset supports the development and benchmarking of deep learning models for moraine identification, particularly focusing on optical-only approaches that eliminate dependency on digital elevation models (DEMs).

 

This resource enables reproducible research in cryospheric remote sensing and facilitates the development of scalable monitoring tools for climate change impacts in high-altitude glacial environments.
DOI: 10.5281/zenodo.18074779
title: MCD-Net: A Large-scale Optical-Only Moraine Segmentation Dataset

description: This dataset comprises the first large-scale, optical-only moraine segmentation collection, specifically designed for advancing automated glacial geomorphological mapping. The dataset includes:

 

1. Primary Moraine Segmentation Dataset (2,900+ image-mask pairs):

- High-resolution optical imagery from Google Earth Pro (0.5-2 meters/pixel)

- Binary segmentation masks distinguishing moraine bodies from background

- Coverage across key glacial regions in Sichuan and Yunnan, China

- Diverse moraine types including lateral, terminal, and recessional moraines

 

2. Supplementary Ridge Annotation Dataset (400+ image-mask pairs):

- Including moraine ridge features

- Provides additional morphological information for advanced analysis

- Useful for studying fine-scale moraine characteristics

 

The dataset supports the development and benchmarking of deep learning models for moraine identification, particularly focusing on optical-only approaches that eliminate dependency on digital elevation models (DEMs).

 

This resource enables reproducible research in cryospheric remote sensing and facilitates the development of scalable monitoring tools for climate change impacts in high-altitude glacial environments.
DOI: 10.15468/dl.mbsm82
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudoeurycea tenchalli"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067668-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18055732
title: test ypdeng
DOI: 10.15468/dl.fmv2md
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudoeurycea tlahcuiloh"
 ]
}

 The dataset includes 57 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067671-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.k8xk503g
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (818 records)
DOI: 10.7910/dvn/y5pv0o
title: FROM RESEARCH OBJECTIVES TO PUBLICATION: A METHODOLOGICAL FRAMEWORK FOR PRODUCING HIGH-QUALITY RESEARCH PAPERS

description: Systematic Review
DOI: 10.15468/dl.24zncb
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudoeurycea unguidentis"
 ]
}

 The dataset includes 148 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067672-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.66ct8y
title: Occurrence Download

description: A dataset containing 298 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudoeurycea werleri"
 ]
}

 The dataset includes 298 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067673-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.46fkr9
title: Occurrence Download

description: A dataset containing 283 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudohynobius flavomaculatus"
 ]
}

 The dataset includes 283 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067674-251120083545085/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/14320478
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.cepdw3
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudohynobius guizhouensis"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067676-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ustp5
title: Occurrence Download

description: A dataset containing 22046 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ostrea edulis"
 ]
}

 The dataset includes 22046 records from 231 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067677-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.re6yye
title: Occurrence Download

description: A dataset containing 92033 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 92033 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020095-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bb6sdf
title: Occurrence Download

description: A dataset containing 234076 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is one of (Aponogeton distachyos L.f., Arthurdendyus triangulatus (Dendy, 1895), Cabomba caroliniana A.Gray, Callosciurus finlaysonii (Horsfield, 1823), Cherax destructor Clark, 1936, Corvus splendens Vieillot, 1817, Crassula helmsii (Kirk) Cockayne, Elodea densa (Planch.) Casp., Eriocheir sinensis H.Milne Edwards, 1853, Erythranthe guttata (DC.) G.L.Nesom, Faxonius immunis (Hagen, 1870), Faxonius juvenilis (Hagen, 1870), Faxonius rusticus (Girard, 1852), Faxonius virilis (Hagen, 1870), Gambusia affinis (Baird & Girard, 1853), Heracleum mantegazzianum Sommier & Levier, Heracleum persicum Desf. ex Fisch., C.A.Mey. & Avé-Lall., Heracleum pubescens (Hoffm.) M.Bieb., Houttuynia cordata Thunb., Hydrocotyle ranunculoides L.f., Impatiens glandulifera Royle, Koenigia polystachya (Wall. ex Meisn.) T.M.Schust. & Reveal, Lagarosiphon major (Ridl.) Moss, Lepomis gibbosus (Linnaeus, 1758), Limnoperna fortunei (Dunker, 1857), Ludwigia grandiflora (Michx.) Greuter & Burdet, Ludwigia peploides (Kunth) P.H.Raven, Lysichiton americanus Hultén & H.St.John, Morone americana (Gmelin, 1789), Muntiacus reevesi (Ogilby, 1839), Myriophyllum aquaticum (Vell.) Verdc., Myriophyllum heterophyllum Michx., Pacifastacus leniusculus (Dana, 1852), Petasites japonicus (Siebold & Zucc.) Maxim., Pontederia cordata L., Procambarus acutus (Girard, 1852), Procambarus clarkii (Girard, 1852), Procambarus virginalis Lyko, 2017, Pseudorasbora parva (Temminck & Schlegel, 1846), Pycnonotus cafer (Linnaeus, 1766), Saururus cernuus L., Sciurus carolinensis Gmelin, 1788, Sciurus niger Linnaeus, 1758, Solenopsis invicta Buren, 1972, Solenopsis richteri Forel, 1909, Threskiornis aethiopicus (Latham, 1790), Vespa velutina Lepeletier, 1836, Zizania latifolia (Griseb.) Hance ex F.Muell.)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 234076 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020077-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2sqkm8
title: Occurrence Download

description: A dataset containing 107006371 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is iNaturalist Research-grade Observations"
 ]
}

 The dataset includes 107006371 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000650-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48577/jpl.vumnga
title: Exploring the Habitability of the Solar System’s Ocean Worlds using Geophysical Measurements

description: Exploring the Habitability of the Solar System’s Ocean Worlds using Geophysical Measurements
DOI: 10.17632/xhz9d9grkw.1
title: Comprehensive Dataset for the Development and Validation of a Recombinase Aided Amplification (RAA) Method

description: This dataset contains the optimization data for primer concentration and reaction conditions of the Recombinase Aided Amplification (RAA) method, as well as the specificity and sensitivity detection data. Additionally, it includes detection data from clinical testing using both the RAA method and the Reverse Transcription Polymerase Chain Reaction (RT-PCR) method.
The dataset comprises the following:
1.Optimization Data:
Primer concentration and reaction conditions for the RAA method were optimized to achieve the most efficient amplification results.
Photographs of the results from the colloidal gold immunochromatographic test strips are provided.
2.Specificity and Sensitivity Data:
The specificity of the RAA method was tested against Feline Calicivirus, Feline Panleukopenia Virus, and Feline Herpesvirus Type 1 to ensure that the assay only detects the target pathogen.
Sensitivity was determined by the lowest concentration of the target analyte that could be reliably detected.
Photographs of the results from
DOI: 10.17632/xhz9d9grkw.2
title: Comprehensive Dataset for the Development and Validation of a Recombinase Aided Amplification (RAA) Method

description: This dataset contains the optimization data for primer concentration and reaction conditions of the Recombinase Aided Amplification (RAA) method, as well as the specificity and sensitivity detection data. Additionally, it includes detection data from clinical testing using both the RAA method and the Reverse Transcription Polymerase Chain Reaction (RT-PCR) method.
The dataset comprises the following:
1.Optimization Data:
Primer concentration and reaction conditions for the RAA method were optimized to achieve the most efficient amplification results.
Photographs of the results from the colloidal gold immunochromatographic test strips are provided.
2.Specificity and Sensitivity Data:
The specificity of the RAA method was tested against Feline Calicivirus, Feline Panleukopenia Virus, and Feline Herpesvirus Type 1 to ensure that the assay only detects the target pathogen.
Sensitivity was determined by the lowest concentration of the target analyte that could be reliably detected.
Photographs of the results from
DOI: 10.17632/ghzr838bdk.1
title: Acquisition of Auditory Discrimination Mediated by Different Processes through Two Distinct Circuits Linked to the Lateral Striatum

description: The striatum, the central hub of cortico-basal ganglia loops, contains functionally heterogeneous subregions distinguished by the topographic patterns of structural connectivity. These subregions mediate various processes of procedural learning. However, it remains unclear when and how striatal subregions engage in the acquisition of sensory stimulus-based decision-making. We show that the anterior dorsolateral striatum (aDLS) and posterior ventrolateral striatum (pVLS) are activated in a different temporal pattern during the acquisition phase of auditory discrimination. The aDLS promotes the behavioral strategy driven by the stimulus-response association while suppressing that by the response-outcome association, and the pVLS contributes to forming and maintaining the stimulus-response strategy. These two subregions exhibit distinct event-related responses during the learning processes. Our findings demonstrate that aDLS and pVLS neurons integrate the new learning of auditory discrimination in spatiotemporally and functionally different manners.
DOI: 10.17632/ghzr838bdk.2
title: Acquisition of Auditory Discrimination Mediated by Different Processes through Two Distinct Circuits Linked to the Lateral Striatum

description: The striatum, the central hub of cortico-basal ganglia loops, contains functionally heterogeneous subregions distinguished by the topographic patterns of structural connectivity. These subregions mediate various processes of procedural learning. However, it remains unclear when and how striatal subregions engage in the acquisition of sensory stimulus-based decision-making. We show that the anterior dorsolateral striatum (aDLS) and posterior ventrolateral striatum (pVLS) in rats are activated in a different temporal pattern during the acquisition phase of auditory discrimination. The aDLS promotes the behavioral strategy driven by the stimulus-response association while suppressing that by the response-outcome association, and the pVLS contributes to forming and maintaining the stimulus-response strategy. These two subregions exhibit distinct event-related responses during the learning processes. Our findings demonstrate that aDLS and pVLS neurons integrate the new learning of auditory discrimination in spatiotemporally and functionally different manners.
DOI: 10.25318/3210020101-eng
title: Hogs statistics, sows farrowed, pigs born and sows bred to farrow, semi-annual

description: Hogs statistics, sows farrowed, pigs born and sows bred to farrow, Canada and provinces (head x 1,000). Data are available on a semi-annual basis.
DOI: 10.17632/8kfmddrkww.1
title: Replication Package for Research Project

description: This repository contains the code and documentation necessary to reproduce all analytical results shown in the manuscript.
DOI: 10.17632/4wpbk2gyt2.1
title: Maximizing cost savings and clinical outcomes of meropenem_dataset

description: A retrospective observational study was conducted in a tertiary-care private hospital in Saudi Arabia between April 2022 and December 2023. Meropenem utilization was assessed quarterly based on predefined key indicators to evaluate compliance with antimicrobial stewardship guidelines; Q1-2022 served as a baseline for comparison. Consumption was measured in defined daily doses (DDD) per 1,000 patient-days, and cost analysis was performed using Antimicrobial Cost Per Patient Day (ACPD). The main outcome measures included clinical improvement within 72 hours and transfer or discharge in good clinical condition. The data showed significant improvement in several clinical outcome indicators as well as reduction in meropenem cost. 1000
DOI: 10.25318/3210020101-fra
title: Statistiques de porcs, truies ayant mis bas, porcelets nés et truies devant mettre bas, semi-annuel

description: Statistiques de porcs, truies ayant mis bas, porcelets nés et truies devant mettre bas, Canada et les provinces (tête x 1 000). Les données sont disponibles sur une base semestrielle.
DOI: 10.17632/5fjwb9hfpm.1
title: Supplementary Data and Code: Forest variables from LiDAR: Drone flight parameters impact the detection of tree stems and diameter estimates

description: The dataset consists of five individual LiDAR point cloud of a part of the LMU managed forest, located close to Landshut Germany. The data was recorded in May and July of 2024 and was used to analyse how different flight parameters influence the data for the estimation of forest structural parameters. The LiDAR data was collected using a GeoSun GS-100C+ LiDAR Scanner (Wuhan Geosun Navigation Technology Co., Ltd) on a DJI Matrice M300 Drone (SZ DJI Technology Co., Ltd.) and processed using Geosun's software shipped with the device. Further, all datasets were corrected for intensity and geolocation. Naming: H indicates flight height in meters, S flight speed in meters per second divided by 10, and O the overlap in percent, N denotes the flight being performed at night. 
The data was used to develop new methods for the delineation of stems from the point cloud, the estimation of understory vegetation, and the estimation of tree DBH values. We have found the best functioning of both stem delineation and DBH estimation under the densely overlapped data of H50 S60 O60. The added code for R presents the three methods for stem delineation, DBH estimation, and understory vegetation segmentation.
DOI: 10.15468/dl.hnqu6u
title: Occurrence Download

description: A dataset containing 4507 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amaranthus tuberculatus (Moq.) J.D.Sauer"
 ]
}

 The dataset includes 4507 records from 169 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000656-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25318/3210020201-eng
title: Hogs statistics, number of farms reporting and average number of hogs per farm, semi-annual

description: Hogs statistics, number of farms reporting and average number of hogs per farm, Canada and provinces (number). Data are available on a semi-annual basis.