cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18245691
title: A Single-Cell and Spatial Atlas of Early Human Olfactory Development

description: The human nasal region arises from neural crest and placodal lineages, yet its early development remains poorly understood owing to limited fetal tissue access and structural complexity. Here we present an integrated single-nucleus and spatial transcriptomic atlas of the human fetal nasal region, generated from 10 fetuses (males and females) between 7 and 12 post-conceptional weeks. Single-nucleus RNA sequencing resolved 32 distinct cell types, while integration with multiplexed error-robust fluorescence in situ hybridization (MERFISH) enabled spatial and temporal mapping of gene expression dynamics across the olfactory epithelium (OE) and adjacent tissues. We identify novel markers of olfactory sensory neuron differentiation and pathways governing epithelial patterning and OE morphogenesis. Notably, spatially organized expression of 169 olfactory receptor genes reveals molecular evidence for the “one neuron-one receptor” principle during the first trimester.

Together, this work establishes the first molecular and spatial framework of early human olfactory development and provides a foundational resource for studies of sensory neurogenesis and congenital disorders.
DOI: 10.5281/zenodo.18245692
title: A Single-Cell and Spatial Atlas of Early Human Olfactory Development

description: The human nasal region arises from neural crest and placodal lineages, yet its early development remains poorly understood owing to limited fetal tissue access and structural complexity. Here we present an integrated single-nucleus and spatial transcriptomic atlas of the human fetal nasal region, generated from 10 fetuses (males and females) between 7 and 12 post-conceptional weeks. Single-nucleus RNA sequencing resolved 32 distinct cell types, while integration with multiplexed error-robust fluorescence in situ hybridization (MERFISH) enabled spatial and temporal mapping of gene expression dynamics across the olfactory epithelium (OE) and adjacent tissues. We identify novel markers of olfactory sensory neuron differentiation and pathways governing epithelial patterning and OE morphogenesis. Notably, spatially organized expression of 169 olfactory receptor genes reveals molecular evidence for the “one neuron-one receptor” principle during the first trimester.

Together, this work establishes the first molecular and spatial framework of early human olfactory development and provides a foundational resource for studies of sensory neurogenesis and congenital disorders.
DOI: 10.18419/darus-5613
title: Replication Data for: Capturing reduced-order quantum many-body dynamics out of equilibrium via neural ordinary differential equations

description: This dataset contains all relevant data to reproduce the results of the paper titled "Capturing reduced-order quantum many-body dynamics out of equilibrium via neural ordinary differential equations".
It contains the exact time series data of the two-particle reduced density matrix (2RDM) for each parameter configuration of the parameter scan, with some additional quantities discussed in the paper as well. Additionally, the test metrics of the neural ODE models for the whole parameter scan as well as the hyper-parameter optimized constraint models are provided, which contain the predicted and target trajectory of the reduced representation of the 2RDM as well as some additional metrics.&lt;br&gt;
&lt;br&gt;
The exact time series of the Fermi-Hubbard model contains six files per parameter configuration:&lt;br&gt;

&lt;ul&gt;
&lt;li&gt;'cumu_blocks.dat' contains the absolute values of the spin up-up and up-down block of the two-particle cumulant as well as the absolute value of the kernel component and the whole three-particle cumulant of the spin up-up-down block over time&lt;/li&gt;
&lt;li&gt;'energy_mcscf.dat' contains the correlation energy and a column called energy, where the first value of this column is required to calculate the initial potential energy&lt;/li&gt;
&lt;li&gt;'energyspectrum_groundstate.dat' where the first value is used to calculate the initial potential energy&lt;/li&gt;
&lt;li&gt;'Hubbard_all.den2ab' contains the spin up-down block of the 2RDM over time&lt;/li&gt;
&lt;li&gt;'occ_numbers.doublon2' contains the doublon occupation numbers for each site over time&lt;/li&gt;
&lt;li&gt;'occ_numbers.rho1' contains the occupation numbers for each site over time&lt;/li&gt;
&lt;/ul&gt;
&lt;br&gt;
The neural ODE test metrics for each parameter configuration are provided as well. Each file contains a short and long prediction of the normalized and reduced representation of the 2RDM data as well as the corresponding target values. Additionally, the Pearson correlation and some other metrics are given for the short prediction of 1000 time steps.&lt;br&gt;
&lt;br&gt;
Similar test metrics files are provided for the hyper-parameter optimized constraint and non-constraint models.
DOI: 10.34740/kaggle/dsv/14498010
title: Mahanagar Yatayat Transport Dataset
DOI: 10.5281/zenodo.18246230
title: Axonopus hirsutus G.A.Black. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.5281/zenodo.18246229
title: Axonopus hirsutus G.A.Black. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.5281/zenodo.17869828
title: NANOTEL Dataset

description: This dataset contains the nanopore sequencing data and analysis shown in "Mattarocci et al. (2026) Rap1-Mediated Steric Hindrance Prevents DNA End Sensing by MRX to Protect Telomeres"
DOI: 10.5281/zenodo.17869829
title: NANOTEL Dataset

description: This dataset contains the nanopore sequencing data and analysis shown in "Mattarocci et al. (2026) Rap1-Mediated Steric Hindrance Prevents DNA End Sensing by MRX to Protect Telomeres"
DOI: 10.5281/zenodo.18245918
title: Supplementary videos for the manuscript "Contrast-Free Super-Resolution Ultrasound Imaging of Human Tendon Microvasculature"

description: This record contains supplementary video material associated with a manuscript currently under peer review. The videos demonstrate temporal continuity and spatial distribution of microvascular flow in human tendon ultrasound imaging. The content is provided for reviewer access only and will be made public upon manuscript acceptance.
DOI: 10.5281/zenodo.18245919
title: Supplementary videos for the manuscript "Contrast-Free Super-Resolution Ultrasound Imaging of Human Tendon Microvasculature"

description: This record contains supplementary video material associated with a manuscript currently under peer review. The videos demonstrate temporal continuity and spatial distribution of microvascular flow in human tendon ultrasound imaging. The content is provided for reviewer access only and will be made public upon manuscript acceptance.
DOI: 10.5517/ccdc.csd.cc2n1yf3
title: CCDC 2444735: Experimental Crystal Structure Determination

description: Related Article: Xiaoyu Wang|2025|CSD Communication|||
description: Related Article: Xiaoyu Wang, Jia Li, Quan Tang, Changgui Zhao|2026|Org.Chem.Front.|||doi:10.1039/d5qo01614b
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.cc2pl12f
title: CCDC 2489984: Experimental Crystal Structure Determination

description: Related Article: W XY|2025|CSD Communication|||
description: Related Article: Xiaoyu Wang, Jia Li, Quan Tang, Changgui Zhao|2026|Org.Chem.Front.|||doi:10.1039/d5qo01614b
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.cc2pl15j
title: CCDC 2489987: Experimental Crystal Structure Determination

description: Related Article: W XY|2025|CSD Communication|||
description: Related Article: Xiaoyu Wang, Jia Li, Quan Tang, Changgui Zhao|2026|Org.Chem.Front.|||doi:10.1039/d5qo01614b
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: 10.15468/dl.apc2wn
title: Occurrence Download

description: A dataset containing 962 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.34.32_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 962 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009174-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s5ep96
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"IND.20.7_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009177-260108223611665/datasets/export for details.
DOI: 10.15468/dl.2hvh5b
title: Occurrence Download

description: A dataset containing 2512 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is one of (Asia, Europe)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is one of (a2fa5b68-3ebf-4845-abc5-f456d251386f, 689b40c4-ff31-4cd0-83a5-a7a828f1cd92, f5fc4e61-b7a0-414b-ab68-b41cb23e7fdc, f314b0b0-e3dc-11d9-8d81-b8a03c50a862, 4fd82480-ea1c-11da-8db4-b8a03c50a862, 883ee5d0-9177-423d-a636-0284e8a4de46, a8144f37-5ff7-4137-9400-94b5b2ea4ec4, 485ff490-e3b7-11db-9acc-b8a03c50a862, dc3f994e-bd32-4714-8d88-6fb895fb48cc, 04fd2e13-6881-4e5c-9dd1-8fdd9ab993c1)",
 "TaxonKey is Cassiope D.Don"
 ]
}

 The dataset includes 2512 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065080-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9f9h7x
title: Occurrence Download

description: A dataset containing 48199 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is one of (Asia, Oceania, Africa)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is one of (90fd6680-349f-11d8-aa2d-b8a03c50a862, 396d5f30-dea9-11db-8ab4-b8a03c50a862, a2fa5b68-3ebf-4845-abc5-f456d251386f, c5f7ef70-e233-11d9-a4d6-b8a03c50a862, 96835ce2-d3af-4f6e-af81-faa0c7576fa4, 2cd829bb-b713-433d-99cf-64bef11e5b3e, 4fd82480-ea1c-11da-8db4-b8a03c50a862, d2583793-e5c1-41ae-83bd-86300d34e2cb, 8c4f5426-9a05-4827-977b-22201c42dcd9, 1deb09e1-ded6-469a-a46e-f6329cb03b6a)",
 "TaxonKey is Diospyros L."
 ]
}

 The dataset includes 48199 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064795-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.av5utp
title: Occurrence Download

description: A dataset containing 501 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is one of (a2fa5b68-3ebf-4845-abc5-f456d251386f, ada9d123-ddb4-467d-8891-806ea8d94230, b542788f-0dc2-4a2b-b652-fceced449591, 66522820-055c-11d8-b84e-b8a03c50a862, 98e934b0-5f31-11de-b67e-b8a03c50a862, c4cbb860-e9c7-11da-8113-b8a03c50a862, 2cd829bb-b713-433d-99cf-64bef11e5b3e, 90fd6680-349f-11d8-aa2d-b8a03c50a862, 485ff490-e3b7-11db-9acc-b8a03c50a862, 6ba9a8cc-513a-4a51-bf93-6f5de8040a96)",
 "TaxonKey is Rehderodendron Hu"
 ]
}

 The dataset includes 501 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064963-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wwaxsg
title: Occurrence Download

description: A dataset containing 96414 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is one of (Asia, Oceania, Europe)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is one of (a2fa5b68-3ebf-4845-abc5-f456d251386f, 4fd82480-ea1c-11da-8db4-b8a03c50a862, 396d5f30-dea9-11db-8ab4-b8a03c50a862, 485ff490-e3b7-11db-9acc-b8a03c50a862, f5fc4e61-b7a0-414b-ab68-b41cb23e7fdc, 9d615537-c4d9-40fe-bf74-0e4dc9b42078, 7050ce20-c75e-11dd-87ef-b8a03c50a862, c3367060-856b-11d9-8486-b8a03c50a862, 98e934b0-5f31-11de-b67e-b8a03c50a862, 061b4f20-f241-11da-a328-b8a03c50a862)",
 "TaxonKey is Rhododendron L."
 ]
}

 The dataset includes 96414 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065087-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z7b47y
title: Occurrence Download

description: A dataset containing 25924 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-980.0",
 "TaxonKey is Imperata cylindrica (L.) Raeusch."
 ]
}

 The dataset includes 25924 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002529-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/yj35kjgrv3.1
title: AMDNet23: Fundus Image Dataset for Age-Related Macular Degeneration Disease Detection

description: AMDNet23 is a curated dataset of 2000 high-quality fundus images compiled from six public sources: Ocular Disease Recognition, DR_200, Fundus Dataset, RFMiD, HRF, and ARIA. It includes 4 balanced classes with 400 images each: Normal, Diabetes, Cataract, and Age-related Macular Degeneration (AMD). All images were enhanced using advanced preprocessing techniques (Gamma correction, CLAHE and so on) to improve diagnostic clarity. This dataset supports research in deep learning-based ocular disease detection and classification.
DOI: 10.17632/kx2y3pff8p.1
title: Lecture recording in middle school science classrooms

description: Objective: Lecture recordings, or pre-recorded lecture videos, are widely used tools in both formal and informal learning contexts. Extensive empirical research across various subjects has demonstrated their comparable effectiveness to face-to-face instruction. However, most studies focus on college students, predominantly adult learners, with limited attention to younger students. Findings from adult learners may not directly apply to K-9 students due to their distinct cognitive and emotional development.
Methods: This study addresses this gap by conducting a controlled experiment to compare learning outcomes between lecture recordings and face-to-face instruction among 8th-grade physics students (N = 336). 
Results: The results align with the well-known "no significant difference" conclusion from adult studies, showing that learning outcomes from video and face-to-face instruction were equally effective, even for younger learners. Moreover, students' prior knowledge did not affect their learning outcomes or self-assessed understanding. However, students with lower prior knowledge reported greater confidence after face-to-face instruction.
DOI: 10.17632/nsb8fbz9kx
title: Peripheral blood monocyte counts as a predictor of treatment efficacy in chronic spontaneous urticaria

description: This is supplementary material to the article“Peripheral blood monocyte counts as a predictor of treatment efficacy in chronic spontaneous urticaria”.
DOI: 10.17632/nsb8fbz9kx.1
title: Peripheral blood monocyte counts as a predictor of treatment efficacy in chronic spontaneous urticaria

description: This is supplementary material to the article“Peripheral blood monocyte counts as a predictor of treatment efficacy in chronic spontaneous urticaria”.
DOI: 10.17632/k2d2w7y2gb
title: Chai-shen powder treated Perimenopausal Syndrome through PI3K-Akt/cAMP signaling pathway

description: Chai-shen powder treated Perimenopausal Syndrome through PI3K-Akt/cAMP signaling pathway
DOI: 10.17632/k2d2w7y2gb.1
title: Chai-shen powder treated Perimenopausal Syndrome through PI3K-Akt/cAMP signaling pathway

description: Chai-shen powder treated Perimenopausal Syndrome through PI3K-Akt/cAMP signaling pathway
DOI: 10.17632/zczvk76zwk.1
title: Measuring the computation costs of smart grids: V2G Applications

description: We have uploaded two datasets in excel format.
Annex 1, identifies the information flow for each of the papers analyzed on the literature review.
Annex 2, uses the information flows to determine the scaling simulation in terms of computation costs and connectivitiy.
DOI: 10.17632/zczvk76zwk.2
title: Measuring the complexity of V2G Applications

description: We have uploaded two datasets in excel format.
Information Flow: identifies the information flow for each of the papers analyzed on the literature review.
Complexity Analysis: Uses the information flows to determine the scaling simulation in terms of computation costs and connectivitiy.
DOI: 10.15468/dl.n7pqbj
title: Occurrence Download

description: A dataset containing 2639 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((159.79896 -0.96479,133.29224 4.31689,123.46122 -3.19044,107.05271 19.37714,109.71859 21.12899,116.11668 18.61546,138.43666 14.348,169.81841 55.56022,76.24019 48.94357,58.28077 21.34272,108.56725 -23.4614,159.79896 -0.96479))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Teucrium viscidum"
 ]
}

 The dataset includes 2639 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028956-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17591473
title: Ten-year longitudinal associations between Family Alliance in infancy and adolescent psychological outcomes

description: These data relate to a paper entitled "Ten-year longitudinal associations between Family Alliance in infancy and adolescent psychological outcomes" submitted for publication in the journal Family Sciences.
DOI: 10.5281/zenodo.17591472
title: Ten-year longitudinal associations between Family Alliance in infancy and adolescent psychological outcomes

description: These data relate to a paper entitled "Ten-year longitudinal associations between Family Alliance in infancy and adolescent psychological outcomes" submitted for publication in the journal Family Sciences.
DOI: 10.15468/dl.ztss6b
title: Occurrence Download

description: A dataset containing 9384 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Madagascar",
 "OccurrenceStatus is Present",
 "TaxonKey is Marchantiophyta"
 ]
}

 The dataset includes 9384 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000431-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57982/0emm-es50
title: CPCCRN Core Data Project (CCDP): Characterizing Patient Populations in the Collaborative Pediatric Critical Care Research Network (CPCCRN)

description: The CPCCRN Core Data Project (CCDP) obtained descriptive information about all Pediatric Intensive Care Unit (PICU) discharges from the network Clinical Centers, based primarily on Clinical Center hospital administrative databases, and created a database to be used by the CPCCRN investigators and the NICHD. The goal of this project was to provided pilot and descriptive data to CPCCRN investigators so they could use it for hypothesis generation, study design, preliminary power analyses, and recruitment projections for studies under development by the CPCCRN. This dataset includes demographics, severity of illness, admission lengths of stay, diagnoses, discharge disposition and laboratory data. The CCDP was a valuable resource to the CPCCRN and helped stimulate new research protocols, identified potential need for non-network partners to access additional patient populations, and provided a descriptive understanding of the critically ill infants and children cared for within the network.
DOI: 10.15468/dl.84c2y2
title: Occurrence Download

description: A dataset containing 14983 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Solanum pseudocapsicum"
 ]
}

 The dataset includes 14983 records from 349 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033980-250811113504898/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/12841352
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.due6hp
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus esculentus",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033981-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fvzzd4
title: Occurrence Download

description: A dataset containing 5814 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus esculentus",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5814 records from 186 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033982-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.