cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15879491
title: Wildland-Urban Interface (WUI) Mapping for Mainland Portugal Using Microsoft's Global Building Footprints Data

description: The expansion of the Wildland-Urban Interface (WUI) highlights the critical need for precise mapping to improve wildfire risk management. A key challenge, however, is the scarcity of high-resolution, nationwide building footprint data. To bridge this gap, we developed a semi-automated, multi-criteria filtering framework designed to enhance the quality of open-source global building datasets—specifically Microsoft’s Global Building Footprints (MSB)—for mainland Portugal.

Our methodology combines regional adaptability with spatial analysis techniques, including area-based thresholds and proximity rules, using Portugal’s official Building Geographic Location Database (BGE) as a reference. To optimize residential representation, the framework iteratively removes non-residential outliers (e.g., industrial facilities, solar farms, transmission infrastructure) through dynamically adjusted thresholds applied across administrative levels (municipalities and NUTS-2 regions). As a result, the filtering process reduced the original dataset from approximately 5.6 million to 3.0 million building footprints.

This dataset provides WUI maps for Mainland Portugal, generated using Microsoft’s Global Building Footprints. The geodatabase include WUI maps, original building footprints, and filtered versions for analysis.

Our WUI maps are composed of 11 classes:

Classification of WUI types:

1 - Intermix

2 - Interface 

Classification of building density in non-WUI areas:

3 - Very Low

4 - Low

5 - Medium

6 - High

Classification of Land Cover:

200 - Agriculture

300 - Forest

400 - Shrubland

500 - Without Vegetation

600 - Water
DOI: 10.5281/zenodo.16788594
title: Wildland-Urban Interface (WUI) Mapping for Mainland Portugal Using Microsoft's Global Building Footprints Data

description: The expansion of the Wildland-Urban Interface (WUI) highlights the critical need for precise mapping to improve wildfire risk management. A key challenge, however, is the scarcity of high-resolution, nationwide building footprint data. To bridge this gap, we developed a semi-automated, multi-criteria filtering framework designed to enhance the quality of open-source global building datasets—specifically Microsoft’s Global Building Footprints (MSB)—for mainland Portugal.

Our methodology combines regional adaptability with spatial analysis techniques, including area-based thresholds and proximity rules, using Portugal’s official Building Geographic Location Database (BGE) as a reference. To optimize residential representation, the framework iteratively removes non-residential outliers (e.g., industrial facilities, solar farms, transmission infrastructure) through dynamically adjusted thresholds applied across administrative levels (municipalities and NUTS-2 regions). As a result, the filtering process reduced the original dataset from approximately 5.6 million to 3.0 million building footprints.

This dataset provides WUI maps for Mainland Portugal, generated using Microsoft’s Global Building Footprints. The geodatabase include WUI maps, original building footprints, and filtered versions for analysis.

Our WUI maps are composed of 11 classes:

Classification of WUI types:

1 - Intermix

2 - Interface 

Classification of building density in non-WUI areas:

3 - Very Low

4 - Low

5 - Medium

6 - High

Classification of Land Cover:

200 - Agriculture

300 - Forest

400 - Shrubland

500 - Without Vegetation

600 - Water
DOI: 10.15468/dl.jpx5ac
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAF6976"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034717-250802193616735/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/12724321
title: Full TMDB Movies Dataset 2024 (1M Movies)
DOI: 10.6084/m9.figshare.26947615
title: Proprietary Chinese Medicines

description: Proprietary Chinese Medicines
DOI: 10.6084/m9.figshare.26947615.v1
title: Proprietary Chinese Medicines

description: Proprietary Chinese Medicines
DOI: 10.15468/dl.m2tru9
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ADL3284"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034718-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bwhm9u
title: Occurrence Download

description: A dataset containing 142542 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Polygonatum odoratum"
 ]
}

 The dataset includes 142542 records from 1050 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034693-250802193616735/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/11895657
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.jczkj6
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tarenna hutchinsonii Bremek."
 ]
}

 The dataset includes 34 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020797-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k8pg2t
title: Occurrence Download

description: A dataset containing 86470 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Physeter macrocephalus Linnaeus, 1758",
 "HasCoordinate is True"
 ]
}

 The dataset includes 86470 records from 416 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0187639-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dhcqb7
title: Occurrence Download

description: A dataset containing 10279 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 11.8477564754918",
 "DecimalLongitude is less than 11.8508160286762",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 10279 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013337-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pzzr57
title: Occurrence Download

description: A dataset containing 11863 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melia azedarach L."
 ]
}

 The dataset includes 11863 records from 380 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011354-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mac675
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "InstitutionCode is ypm",
 "InstitutionCode is mcz",
 "InstitutionCode is uf",
 "InstitutionCode is saiab"
 ]
 },
 "TaxonKey is Tyrannochromis macrostoma (Regan, 1922)"
 ]
}

 The dataset includes 19 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139916-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v6uwyn
title: Occurrence Download

description: A dataset containing 14239 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Physocarpus opulifolius (L.) Maxim.",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14239 records from 210 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020798-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xvd4xm
title: Occurrence Download

description: A dataset containing 55471 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Phascolarctos cinereus (Goldfuss, 1817)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 55471 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000407-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qwfany
title: Occurrence Download

description: A dataset containing 308859330 species occurrences available in GBIF matching the query:
{
 "License" : [
 "is CC-BY-NC 4.0"
 ]
}

 The dataset includes 308859330 records from 4834 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0196213-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e228722
title: Selective Citation of Experts in Chinese Official Media during Covid-19

description: This project examines how China’s two major official media outlets—Xinhua News Agency and People’s Daily—cited scientific experts on their official social media accounts during the COVID-19 pandemic (2020–2022). The dataset documents which experts were cited, when they were cited, and what types of statements were quoted. It also includes thematic coding of the cited content to capture the communicative functions these expert quotations served.
DOI: 10.3886/e228722v1
title: Selective Citation of Experts in Chinese Official Media during Covid-19

description: This project examines how China’s two major official media outlets—Xinhua News Agency and People’s Daily—cited scientific experts on their official social media accounts during the COVID-19 pandemic (2020–2022). The dataset documents which experts were cited, when they were cited, and what types of statements were quoted. It also includes thematic coding of the cited content to capture the communicative functions these expert quotations served.
DOI: 10.15468/dl.sukze5
title: Occurrence Download

description: A dataset containing 85403 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Myanmar",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 85403 records from 181 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017688-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k4cfsk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hylocereus purpusii (Weing.) Britton & Rose",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Occurrence evidence)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017698-250426092105405/datasets/export for details.
DOI: 10.15468/dl.2g8phb
title: Occurrence Download

description: A dataset listing the 4 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is IDN.12.4.14_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Chordata"
 ]
}

 The dataset's 4 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017695-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wfv6cr
title: Occurrence Download

description: A dataset containing 576077 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lactarius Pers., 1797"
 ]
}

 The dataset includes 576077 records from 714 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017689-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qbpbk2
title: Occurrence Download

description: A dataset containing 8527596 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Swedish National Forest Inventory: Presence-absence vegetation data (1995-current)"
 ]
}

 The dataset includes 8527596 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017696-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4r5v24
title: Occurrence Download

description: A dataset containing 7224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euterpe oleracea Mart.",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Occurrence evidence)"
 ]
}

 The dataset includes 7224 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017700-250426092105405/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.28030346
title: Similar

description: similar data about there
DOI: 10.6084/m9.figshare.28030346.v3
title: Similar

description: similar data about there
DOI: 10.57710/alba-es-2024098744
title: Correlative 3D studies of the cellular uptake of citrate-coated iron oxide nanoparticles for the detection of inflammatory diseases

description: The Collaborative-Research-Centre (CRC) 1340 aims to use inflammation as a pathological case to investigate how extracellular matrix (ECM) components can be used for in vivo imaging. The main goal is to identify initial ECM changes to improve early detection of potentially life-threatening inflammatory diseases. Our CRC’s ECM research focuses on inflammatory diseases, including atherosclerosis and neuroinflammation. One major focus lies in investigating new imaging approaches using citrate-coated magnetic iron oxide nanoparticles (MNPs) for magnetic resonance imaging. These MNPs aid tumor visualization due to greater uptake by tumor cells compared to healthy cells. The same principle applies to endothelial cells in unstable vs. stable atherosclerotic plaques. Non-targeted MNPs are also efficiently internalized by immune cells, allowing passive targeting for visualizing immune cells in inflammation. It is not fully understood which cellular structures mediate the passive targeting of MNPs and intracellular processing of MNPs, particular their transport and sorting in lysosomes. Potential candidates are the cell membrane or the cell surrounding extracellular structure, the glycocalyx.
Our recent TEM studies show that MNPs cluster on the surface of THP-1 cells and citrate-coated-MNP clusters undergo endocytosis. The lack of 3D information, small sample size and field of view of TEM leave unanswered questions about the role of the size of these clusters, their distribution on cell surfaces and if there is a direct link between clusters and endocytic pits. Cryo soft X-ray tomography (SXT) offers a simpler, less invasive sample preparation method and its water-window radiation allows cells to be imaged in their native state with a larger field of view and better penetration depth. We are convinced that synchrotron 3D transmission water-window X-ray microscopy will decisively help us to understand the interaction of MNPs with cellular structures and will be even more powerful when combined with fluorescence microscopy to provide correlated functional information.
DOI: 10.15468/dl.krk53r
title: Occurrence Download

description: A dataset containing 6127 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Cicindela formosa Say, 1817)"
 ]
}

 The dataset includes 6127 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017702-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57710/alba-es-2024078516
title: Deepening on coccolithogenesis by mapping a highly-calcifying species of coccolithophores, Helicosphaera carteri

description: Coccolithophores are micrometer-sized, unicellular microalgae that play a key role in the global carbon cycle and climate change mitigation. The peculiarity of these organisms is to cover their cell with an exoskeleton made of intricate calcium carbonate scales, called coccoliths. The production and accumulation into the deep-sea sediments of this biogenic calcite represent an effective carbon sequestration mechanism crucial in the global carbon removal. The physiological processes involved in the coccolith formation, known as "coccolithogenesis", remain only partially known, but are fundamental for understanding the biological strategies involved in the crystal design.
Studying the calcium (Ca) accumulation centers within the coccolithophore cell is a mandatory step to move forward our knowledge in this field. These centers are formed by intracellular granules of Ca ions, together with polyphosphate, that accumulate and contribute to the coccolith formation. Only two species, Chrysotila carterae and Emiliania huxleyi, with slightly calcified coccoliths compared to the target species Helicosphaera carteri, have been already studied using the cryoSXT returning important results in defining the Ca accumulation centers, and thus, in the coccolithogenesis. The advanced imaging techniques available at cryoSXT on calcium L-edge will allow studying the nanometric structure and distribution of Ca within the inner cell of H. carteri, deepening on a heavily calcifying coccolithophore. To do so, the cells will be decalcified with hydrochloric acid (HCl), and then allowed to recalcify for specific periods (1 and 2 hours). This approach will provide a detailed temporal mapping of Ca accumulation centers along the formation of one coccolith, and when possible, also Ca chemical state. 
A deeper understanding of the mechanisms controlling coccolithogenesis is crucial not only for advancing knowledge on the physiology and evolutionary adaptation of this group of microalgae, but also for opening new perspectives in crystal design (biomimetc field).
DOI: 10.15468/dl.qs25dc
title: Occurrence Download

description: A dataset containing 26090 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((85.98238 21.40715,86.74481 21.43097,86.83795 22.28438,85.97805 22.27788,85.98238 21.40715))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 26090 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017703-250426092105405/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/11698679
title: Forex Exchange Rates Since 2004 (Updated Daily)
DOI: 10.57710/alba-es-2022015546
title: Tuning of Rashba effect in BiAg surface alloy on Au vicinal surfaces

description: Materials exhibiting Rashba spin-orbit coupling (SOC) have triggered an immense research activity that led to the opening of a new field in spintronics, the so-called spin-orbitronics. As for any other material, their successful technological application depends on two factors: a fundamental understanding of the emerging phenomena, and the capability to engineer and tune their key properties. Exposing Rashba electrons to superlattice potentials is a very attractive approach to simultaneously realize these two conditions. Here we intend to study the capability to engineer their band structure and spin-orbital texture by combining two strategies: the implementation of atomically precise step superlattices that act as coupled resonators for the Rashba 2D electron gas, and the use of thin metallic films for controlling the coupling of Rashba surface electrons with bulk bands.
DOI: 10.15468/dl.q2mw7k
title: Occurrence Download

description: A dataset containing 19198 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((131.35078 72.0348,128.4944 72.15088,125.5693 71.48527,122.60005 68.93693,123.17106 66.24065,124.88409 64.18292,134.13445 62.49235,135.04806 60.70024,137.78891 59.09687,154.46239 58.02477,171.19298 66.76426,170.45066 67.92961,160.11539 70.91486,156.51803 71.46713,146.88224 72.50429,140.9474 72.91535,140.67841 72.88494,131.35078 72.0348))",
 "Geometry POLYGON((87.00241 41.13808,85.11379 41.64037,83.6471 41.64037,82.6827 41.35909,81.57765 41.27872,79.58858 40.89698,79.02601 40.19377,79.62876 39.47047,80.23151 39.30974,79.80958 37.92341,80.4927 37.64213,81.17582 38.16451,81.61784 40.27414,82.30095 39.99286,84.02884 39.87231,85.83709 40.3746,86.64076 39.95267,87.84626 39.83212,87.96681 40.25405,87.00241 41.13808))",
 "Geometry POLYGON((82.91375 38.56634,82.49183 37.89327,82.51192 37.32066,83.22517 37.27043,84.52109 38.06405,84.33022 38.40561,83.77769 38.44579,83.12471 37.85309,83.2754 38.33529,82.91375 38.56634))"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 {
 "or" : [
 "Year 1000-2000",
 "Year 2015-2025"
 ]
 }
 ]
}

 The dataset includes 19198 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017704-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.