cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17669248
title: Dataset - Motor System Oligodendroglia Atlas Reveals Activation States Associated with Region-Specific Vulnerability in ALS.

description: h5ad file with internal gzip compression.

This is a repository for the data generated and used for the manuscript "Georgopoulou et. al., Motor System Oligodendroglia Atlas Reveals Activation States Associated with Region-Specific Vulnerability in ALS".

These data can be used to reproduce the analysis and figures presented in the manuscript.

Oligodendrocytes, the second most abundant cell type in the motor cortex and the most abundant in the spinal cord—are increasingly recognized as active contributors to neurodegenerative diseases, including amyotrophic lateral sclerosis (ALS). Yet their diversity and disease relevance in the central nervous system remain incompletely defined. Here, we generate a comprehensive single-nucleus transcriptomic atlas of 176 samples, integrating 2 in-house and 16 publicly available datasets. It encompasses more than 1,000,000 cells (350,000 oligodendrocytes and oligodendrocyte precursors) from the human motor cortex and spinal cord in non-neurological controls and ALS patients. Our study provides a systems-level framework to interpret oligodendrocyte and OPC changes in ALS, linking cell state shifts to molecular alterations that can guide biomarker and therapeutic strategies.
DOI: 10.5281/zenodo.17669249
title: Dataset - Motor System Oligodendroglia Atlas Reveals Activation States Associated with Region-Specific Vulnerability in ALS.

description: h5ad file with internal gzip compression.

This is a repository for the data generated and used for the manuscript "Georgopoulou et. al., Motor System Oligodendroglia Atlas Reveals Activation States Associated with Region-Specific Vulnerability in ALS".

These data can be used to reproduce the analysis and figures presented in the manuscript.

Oligodendrocytes, the second most abundant cell type in the motor cortex and the most abundant in the spinal cord—are increasingly recognized as active contributors to neurodegenerative diseases, including amyotrophic lateral sclerosis (ALS). Yet their diversity and disease relevance in the central nervous system remain incompletely defined. Here, we generate a comprehensive single-nucleus transcriptomic atlas of 176 samples, integrating 2 in-house and 16 publicly available datasets. It encompasses more than 1,000,000 cells (350,000 oligodendrocytes and oligodendrocyte precursors) from the human motor cortex and spinal cord in non-neurological controls and ALS patients. Our study provides a systems-level framework to interpret oligodendrocyte and OPC changes in ALS, linking cell state shifts to molecular alterations that can guide biomarker and therapeutic strategies.
DOI: 10.15468/dl.rmbuva
title: Occurrence Download

description: A dataset containing 171798 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Procyon lotor"
 ]
}

 The dataset includes 171798 records from 508 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003422-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q369aq
title: Occurrence Download

description: A dataset containing 2383 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bulbophyllum"
 ]
}

 The dataset includes 2383 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003446-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qbhkza
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Coccinella Explanata Miyatake, 1963 Is Newly Recorded Species Of Lady Beetles (Coleopte- Ra, Coccinellidae) From Russia"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003447-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uywjqq
title: Occurrence Download

description: A dataset containing 77572 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Long-term cetacean monitoring in the Azores based on whale watching observations (2009-2020)"
 ]
}

 The dataset includes 77572 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003445-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4knbfm
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "OccurrenceStatus is Present",
 "TaxonKey is Amanita friabilis"
 ]
}

 The dataset includes 46 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003448-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p3kaxp
title: Occurrence Download

description: A dataset containing 187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Viola portalesia",
 "Country is Chile",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 187 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003449-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qdrkjt
title: Occurrence Download

description: A dataset containing 1146 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.basisofrecord = 'PRESERVED_SPECIMEN'
 AND occurrence.countrycode = 'ID'
 AND (CAST(occurrence.taxonkey AS INTEGER) = 9574503 OR CAST(occurrence.acceptedtaxonkey AS INTEGER) = 9574503 OR CAST(occurrence.kingdomkey AS INTEGER) = 9574503 OR CAST(occurrence.phylumkey AS INTEGER) = 9574503 OR CAST(occurrence.classkey AS INTEGER) = 9574503 OR CAST(occurrence.orderkey AS INTEGER) = 9574503 OR CAST(occurrence.familykey AS INTEGER) = 9574503 OR CAST(occurrence.genuskey AS INTEGER) = 9574503 OR CAST(occurrence.specieskey AS INTEGER) = 9574503)
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 1146 records were derived from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003444-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17681811
title: Updated Simulation for Quantum Bio-Residual Energy Harvesters (QBRH)

description: Quantum Bio-Residual Energy Harvesters (QBRH) introduce an innovative, low-cost framework for sustainable energy capture by fusing quantum coherence from photosynthetic complexes, upcycled biowaste-derived quantum dots (QDs), and topological insulators like Bi2Se3 for hybrid photovoltaic-thermoelectric conversion. Recent refinements enhance the quantum simulation core using QuTiP, expanding from a simplified trimer to a realistic seven-site Fenna-Matthews-Olson (FMO) model with calibrated Hamiltonian parameters from spectroscopic data. Key advancements include incorporating a sink state for irreversible trapping, environment-assisted quantum transport (EAQT) under 300 K thermal noise, and unit-scaled dynamics yielding up to 94% transfer efficiency in noisy conditions—outperforming classical limits by 2–3x. Grounded in verifiable sources (Adolphs & Renger, 2006; Duan et al., 2022; Li et al., 2023), these updates bolster QBRH's predictive power, bridging quantum biology and nanomaterials for scalable, equitable clean energy solutions under CC-BY 4.0.
DOI: 10.5281/zenodo.17681810
title: Updated Simulation for Quantum Bio-Residual Energy Harvesters (QBRH)

description: Quantum Bio-Residual Energy Harvesters (QBRH) introduce an innovative, low-cost framework for sustainable energy capture by fusing quantum coherence from photosynthetic complexes, upcycled biowaste-derived quantum dots (QDs), and topological insulators like Bi2Se3 for hybrid photovoltaic-thermoelectric conversion. Recent refinements enhance the quantum simulation core using QuTiP, expanding from a simplified trimer to a realistic seven-site Fenna-Matthews-Olson (FMO) model with calibrated Hamiltonian parameters from spectroscopic data. Key advancements include incorporating a sink state for irreversible trapping, environment-assisted quantum transport (EAQT) under 300 K thermal noise, and unit-scaled dynamics yielding up to 94% transfer efficiency in noisy conditions—outperforming classical limits by 2–3x. Grounded in verifiable sources (Adolphs & Renger, 2006; Duan et al., 2022; Li et al., 2023), these updates bolster QBRH's predictive power, bridging quantum biology and nanomaterials for scalable, equitable clean energy solutions under CC-BY 4.0.
DOI: 10.15468/dl.whagsb
title: Occurrence Download

description: A dataset containing 3028 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "GadmGid is BRA.7.1_2",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Caracara plancus",
 "Year 2020-2024"
 ]
}

 The dataset includes 3028 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003453-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fj8xzt
title: Occurrence Download

description: A dataset containing 4770 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Datura discolor"
 ]
}

 The dataset includes 4770 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003454-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17681613
title: The first 1-m China's national-scale sandy beach map in 2025 derived from high-resolution satellite imagery

description: This is China's first 1-meter resolution national-scale beach map dataset. Based on Bing aerial imagery acquired in June 2025, the 1-meter resolution beach map of China was generated using the image classification method. The projected coordinate system of this data is Pseudo-Mercator, and the geographic coordinate system is GCS_WGS_1984.

The "Shape_Leng" field in the dataset represents the beach perimeter, the "Shape_Area" field represents the beach area, and the "Province" field represents the affiliated province of each independent beach.
DOI: 10.5281/zenodo.17681612
title: The first 1-m China's national-scale sandy beach map in 2025 derived from high-resolution satellite imagery

description: This is China's first 1-meter resolution national-scale beach map dataset. Based on Bing aerial imagery acquired in June 2025, the 1-meter resolution beach map of China was generated using the image classification method. The projected coordinate system of this data is Pseudo-Mercator, and the geographic coordinate system is GCS_WGS_1984.

The "Shape_Leng" field in the dataset represents the beach perimeter, the "Shape_Area" field represents the beach area, and the "Province" field represents the affiliated province of each independent beach.
DOI: 10.15468/dl.rvngrp
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is A review of the Pseudomyrmex ferrugineus and Pseudomyrmex goeldii species groups: acacia-ants and relatives (Hymenoptera: Formicidae)"
 ]
}

 The dataset includes 84 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003455-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k4df4t
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Datura discolor"
 ]
}

 The dataset's 2 records were derived from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003452-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c51z4256z
title: MassIVE MSV000097927 - test: Impact of clozapine and risperidone on the proteome of the rat prefrontal cortex (PFC) and remaining cortex (CX)
title: This study investigates the molecular mechanisms of action of clozapine and risperidone in the rat brain, specifically targeting the prefrontal cortex (PFC) and the remaining cortical regions (CX). A multi-platform proteomic approach was employed to capture comprehensive changes in protein expression induced by chronic (21 days) antipsychotic drug treatment.
DOI: 10.6073/pasta/bf7a4de67dde096d3794f2015e87fc29
title: PIE LTER 15-minute OTT RLS measurements of water column depth at 15 minute intervals in the lower Plum Island Sound off the Ipswich Bay Yacht Club pier, Ipswich, MA, year 2025.

description: Measurements of water column depth at 15 minute intervals in Plum Island Sound at the Ipswich Bay Yacht Club, for year 2025. An OTT radar level sensor (RLS) installed September 20, 2011 out of the water under the concrete pad on the Ipswich Bay Yacht Club pier, Ipswich, MA. The RLS was mounted so that continuous year round measurements can be conducted without the concern of ice flows damaging the sensor.
DOI: 10.15468/dl.j233r3
title: Occurrence Download

description: A dataset containing 2576532 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gadus morhua)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2576532 records from 329 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003001-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xrwtxr
title: Occurrence Download

description: A dataset containing 42000859 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 42000859 records from 6737 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002994-260120142942310/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.29125863
title: S4: Late Eocene Lu–Hf ages on Carayaca (Puerto Cabello) eclogites: reconstructing the history of the Cordillera de la Costa Central, northern Venezuela

description: Appendices and Supplementary Data
DOI: 10.6084/m9.figshare.29125863.v1
title: S4: Late Eocene Lu–Hf ages on Carayaca (Puerto Cabello) eclogites: reconstructing the history of the Cordillera de la Costa Central, northern Venezuela

description: Appendices and Supplementary Data
DOI: 10.6084/m9.figshare.29125866.v1
title: S2: Late Eocene Lu–Hf ages on Carayaca (Puerto Cabello) eclogites: reconstructing the history of the Cordillera de la Costa Central, northern Venezuela

description: Appendices and Supplementary Data
DOI: 10.6084/m9.figshare.29125866
title: S2: Late Eocene Lu–Hf ages on Carayaca (Puerto Cabello) eclogites: reconstructing the history of the Cordillera de la Costa Central, northern Venezuela

description: Appendices and Supplementary Data
DOI: 10.6084/m9.figshare.29125872
title: S1: Late Eocene Lu–Hf ages on Carayaca (Puerto Cabello) eclogites: reconstructing the history of the Cordillera de la Costa Central, northern Venezuela

description: Appendices and Supplementary Data
DOI: 10.6084/m9.figshare.29125872.v1
title: S1: Late Eocene Lu–Hf ages on Carayaca (Puerto Cabello) eclogites: reconstructing the history of the Cordillera de la Costa Central, northern Venezuela

description: Appendices and Supplementary Data
DOI: 10.6084/m9.figshare.29125875
title: S3: Late Eocene Lu–Hf ages on Carayaca (Puerto Cabello) eclogites: reconstructing the history of the Cordillera de la Costa Central, northern Venezuela

description: Appendices and Supplementary Data
DOI: 10.6084/m9.figshare.29125875.v1
title: S3: Late Eocene Lu–Hf ages on Carayaca (Puerto Cabello) eclogites: reconstructing the history of the Cordillera de la Costa Central, northern Venezuela

description: Appendices and Supplementary Data
DOI: 10.15468/dl.mfwx5k
title: Occurrence Download

description: A dataset containing 11446 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Poecilia reticulata Peters, 1859"
 ]
}

 The dataset includes 11446 records from 230 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009760-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p1nl9mu2
title: Wireline geophysical LAS logs for the Lewis Shale from the USGS Cow Creek 1-21 well in Carbon County, Wyoming

description: This data release contains 5 Log ASCII Standard (LAS) files related to wireline geophysical logging of the USGS Cow Creek 1-21 well. The well was drilled and cored in 2022 and targeted the Lewis Shale on the eastern edge of the Washakie Basin in Carbon County, Wyoming. A comprehensive wireline geophysical logging suite and continuous core were obtained from the ground surface to approximately 620 feet. These data help advance the understanding of the stratigraphy, rock and fluid properties, and depositional environment of potential source rocks within the Lewis Shale. The geophysical data include natural gamma ray, total gamma ray, spectral gamma ray, resistivity, conductivity, density, neutron, nuclear magnetic resonance, and photoelectric effect. These data are associated with the larger work journal article which will be published at a later date.
DOI: 10.15468/dl.snxeke
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Capreolus capreolus (Linnaeus, 1758))",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015686-250525065834625/datasets/export for details.
DOI: 10.15468/dl.j7cvqf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Capreolus capreolus (Linnaeus, 1758))",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015689-250525065834625/datasets/export for details.
DOI: 10.15468/dl.ss2map
title: Occurrence Download

description: A dataset containing 13404 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lophura swinhoii",
 "Country is Chinese Taipei",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13404 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049190-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15151/esrf-es-2223370815
title: Analysis of the evolution of complex stress distribution patterns in the electrolyte of solid oxide cells

description: Solid oxide cells (SOC) based on gadolinia-doped ceria (GDC) offer higher ionic conductivity and hence improved performance, but their operational lifetime is compromised by stress-induced crack formation within their multilayer electrolyte. To understand the origins of the cracks, we propose a Laue microdiffraction experiment at BM32 to map the stress distribution in the electrolyte layers under thermal and electrochemical conditions mimicking real-world application. The detailed understanding of the forces arising between the different layers of the electrolyte will allow us to identify the factors contributing to crack formation and propagation. Furthermore, examining differently prepared SOC half-cells will allow us to understand the effects of processing and microstructure on the residual stress and hence optimize cell fabrication to prevent crack formation, ultimately advancing the feasibility of large-scale hydrogen production and sustainable energy conversion.