cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30508298.v1
title: <b>Climate </b><b>and soil microbial traits shape </b><b>carbon use efficiency</b><b> after large-scale afforestation</b>

description: Afforestation of abandoned croplands opens a huge opportunity for carbon sequestration and climate change mitigation. Microbial carbon use efficiency (CUE) controls carbon sequestration. However, the drivers of microbial CUE after large-scale afforestation remains virtually unknown. Here, we conducted a large-scale paired-survey of 336 soil samples (168 top-soils and 168 deep-soil) in northern China to fill this knowledge gap. Using metagenomic sequencing and <sup>18</sup>O-H<sub>2</sub>O tracer methods, we found that afforestation significantly enhances microbial CUE in top-soils, though its impact on deep soils is weaker, and such CUE enhancement is more substantial in arid (warm) regions than in humid (cold) regions. During the process of afforestation, soil microbiomes can boost CUE by optimizing their intrinsic microbial traits (i.e., genome size, body size, and maximum growth rate). Notably, in cropland soils-where the baseline traits of microbiomes are relatively low-the CUE-enhancing effect of afforestation is even more prominent. Collectively, this study offers robust empirical evidence and novel mechanistic insights into how climate interacts with soil microbiomes in shaping CUE after large-scale afforestation, highlighting the importance of incorporating climate and microbial traits in the predications and modelling of future soil carbon sink potential.
DOI: 10.5281/zenodo.17501971
title: "System~2050 v2.0: Cadre d'Ignition Cognitive - Métrique pour l'Évaluation de la Trajectoire Civilisationnelle"

description: Ce document présente System∩2050 v2.0, un cadre théorique avancé pour l'évaluation des transitions civilisationnelles. Le modèle intègre une triple condition d'ignition cognitive basée sur quatre variables normalisées (Énergie, Cognition, Sens, Harmonie) et une métrique de friction composite K. Inclut une validation historique exhaustive sur la période 1000-2025 démontrant la robustesse du modèle pour identifier les périodes d'ignition harmonique (1945-1970, 1990-2000) et les déséquilibres critiques (2020-2025). Le cadre offre des applications prospectives pour la période 2025-2035, notamment pour le diagnostic des impacts de l'IA générative."
DOI: 10.5281/zenodo.17501970
title: "System~2050 v2.0: Cadre d'Ignition Cognitive - Métrique pour l'Évaluation de la Trajectoire Civilisationnelle"

description: Ce document présente System∩2050 v2.0, un cadre théorique avancé pour l'évaluation des transitions civilisationnelles. Le modèle intègre une triple condition d'ignition cognitive basée sur quatre variables normalisées (Énergie, Cognition, Sens, Harmonie) et une métrique de friction composite K. Inclut une validation historique exhaustive sur la période 1000-2025 démontrant la robustesse du modèle pour identifier les périodes d'ignition harmonique (1945-1970, 1990-2000) et les déséquilibres critiques (2020-2025). Le cadre offre des applications prospectives pour la période 2025-2035, notamment pour le diagnostic des impacts de l'IA générative."
DOI: 10.15468/dl.ytd9nu
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Channa lucius, Ophiocephalus bistriatus, Ophicephalus lucius)",
 "Country is Singapore",
 "OccurrenceStatus is Present",
 "EventDate is 1800,2026"
 ]
}

 The dataset includes 25 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010797-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bt2ad8
title: Occurrence Download

description: A dataset containing 242978 species occurrences available in GBIF matching the query:
{
 "CollectionKey" : [
 "is 843de457-3212-427d-8d84-e0e864689b44"
 ]
}

 The dataset includes 242978 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010794-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mw6n92
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Channa melasoma",
 "Country is Singapore",
 "OccurrenceStatus is Present",
 "EventDate is 1800,2026"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010801-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.td8etc
title: Occurrence Download

description: A dataset containing 119760 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "HasCoordinate is true",
 "TaxonKey is Sordariomycetes"
 ]
}

 The dataset includes 119760 records from 167 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010779-251025141854904/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.28879733.v2
title: 3D-GloBFP: the first global three-dimensional building footprint dataset (PART Ⅰ, grid ID: 0-400)

description: The 3D Global Building Footprints (3D-GloBFP) dataset is the first global-scale building height dataset at the individual building footprint level for the year 2020, generated through the integration of multisource Earth Observation (EO) data and the extreme gradient boosting (XGBoost) model. The reliability and accuracy of 3D-GloBFP have been validated across 33 subregions, achieving R² values ranging from 0.66 to 0.96 and root-mean-square errors (RMSEs) between 1.9 m and 14.6 m. The dataset is divided into spatial grid-based tiles, each stored as an individual ShapeFile (.shp) containing estimated building heights (in meters) in attribute tables. See world_grid.shp and readme.txt at https://doi.org/10.5281/zenodo.11319912 for grid partitioning and naming details.
DOI: 10.15468/dl.qme9ft
title: Occurrence Download

description: A dataset containing 486 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Channa striata",
 "Country is Singapore",
 "OccurrenceStatus is Present",
 "EventDate is 1800,2026"
 ]
}

 The dataset includes 486 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010802-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/t32s14
title: Replication Data for: GeoDesp: A Database that Identifies where Candidates Spend their Campaign Expenses

description: In this technical note, we present an unprecedented database that solves a major problem in the study of electoral strategies: The lack of data to identify where, when, and how candidates carry out activities during the electoral campaign. The Superior Electoral Court (TSE) has made available the records of income and spending during each candidate’s campaign. Among the many pieces of information contained therein, we collected the bank and branch numbers of the beneficiaries of the transactions indicated by the candidates and cross-referenced them with a list of bank branch addresses in Brazil. From these cross-references, we were able to georeference the spending of candidates for the national legislature for the whole country and thus build a proxy of campaign strategies in the electoral contest. This unprecedented database will allow us to advance our understanding of how electoral campaigns are designed, what strategies are employed, and how the relationship between representatives and citizens takes place, since it will be possible to dissociate campaign efforts from the outcome of the election.
DOI: 10.34973/frdn-rx97
title: Intersectoral collaboration between traditional bonesetters and formal healthcare: a systematic review on past initiatives and stakeholder perspectives

description: This systematic review was an exploratory part of a larger line of research, called 'Building Bridges for Broken Bones', in which we explore the current background of extremity fracture management in resource-limited settings, as well as the potential role for intersectoral collaboration between formal healthcare and traditional bonesetters. This collection concerns all data generated within the study, which was published in the World Journal of Surgery. It contains the study protocol, the data extraction sheet, the search strategy used, and the files related to data analysis.
DOI: 10.34973/tfp7-8e04
title: Theoretical screening of dielectric/metal mirrors for enhanced photon recycling in GaAs solar cells

description: Dielectrics are often employed for high-reflectivity mirrors in semiconductor devices, since they leverage total
internal reflection to reduce optical losses at semiconductor/metal interfaces. In this work, we investigate the
impact of a range of dielectrics (ZnS, Si3N4
, Al2O3
, SiO2
, MgF2
, air) on mirror reflectivity, photon recycling
probability and open-circuit voltage (𝑉𝑜𝑐 ) in thin-film GaAs solar cells with Au- or Ag-based mirrors. The
impact of transition metal adhesion layers is investigated, as well as the influence of the dielectric and active
layer thickness. It is found that the 𝑉𝑜𝑐 benefit of using a dielectric/metal mirror compared to a bare metal
mirror (𝛥𝑉𝑜𝑐 ) is small (≤10 mV) when the internal luminescent efficiency 𝜂𝑖𝑛𝑡 is lower than 0.95 for all mirror
architectures investigated. Only in very-high-quality cells, 𝛥𝑉𝑜𝑐 becomes significant, reaching ∼30 mV at 𝜂𝑖𝑛𝑡 =
1 when using a 250-nm air-gap to enhance the reflectivity of a lossy Au mirror. This shows that dielectric/metal
rear mirrors only provide significant 𝑉𝑜𝑐 benefits when 𝜂𝑖𝑛𝑡 is very close to unity. Furthermore, we find that for
lossy mirrors, transition metal adhesion layers do not have a strong impact on 𝛥𝑉𝑜𝑐 , while for highly reflective
mirrors like Ag, adhesion layers thicker than 1 nm are found to be detrimental to the already small 𝑉𝑜𝑐 gains.
Lastly, 𝛥𝑉𝑜𝑐 is shown to be higher in cells with thinner active layers and in cells with planar compared to
textured mirrors. In textured cells, however, the short-circuit current density and thereby the power conversion
efficiency are affected more strongly by incorporating a dielectric into the rear mirror.

This dataset contains raw data obtained from measurements, that was used to produce the figures in the publication, as well as the figures themselves.
DOI: 10.34973/6dxp-xx75
title: Improving intersectoral collaboration between formal healthcare workers and traditional bonesetters in resource-limited settings: evaluation of a pilot collaborative orthopaedic trauma course in rural Tanzania

description: This pilot training was an interventional study within a larger line of research, called 'Building Bridges for Broken Bones', in which we explore the current background of extremity fracture management in rural Tanzania, as well as the potential role for intersectoral collaboration between formal healthcare and traditional bonesetters. This concerns all data generated for the training, which was published in the journal BMC Medical Education, under the title "Improving intersectoral collaboration between formal healthcare workers and traditional bonesetters in resource-limited settings: evaluation of a pilot collaborative orthopaedic trauma course in rural Tanzania". It contains the study protocol, the informed consent form in English & Swahili, the knowledge test used, the interview transcripts and coding, as well as the Rstudio code to analyze and visualize the test data.
DOI: 10.34973/3xm8-3p91
title: Broad support among stakeholders for collaboration between traditional bonesetters and formal healthcare: a qualitative study in a resource-limited setting

description: This qualitative study was an exploratory part of a larger line of research, called 'Building Bridges for Broken Bones', in which we explore the current background of extremity fracture management in rural Tanzania, as well as the potential role for intersectoral collaboration between formal healthcare and traditional bonesetters. This collection concerns all data generated within the study, which was published in the journal INQUIRY: The Journal of Health Care Organization, Provision, and Financing. It contains the study protocol, the informed consent form in English & Swahili, the interview guide used, the interview transcripts and coding system, which was done using MAXQDA software.
DOI: 10.34973/jm3a-vj10
title: A tipping point in word recognition? Investigating the relationship between root and form frequency across visual and auditory modalities.

description: For various theories of human word recognition, the question of how the recognition of suffixed words is influenced by the morphological root or the surface form of the word is of considerable relevance. According to many theories, (e.g., Baayen et al., 1997), the morphological root predominantly guides the recognition process unless the word is of a (relatively) high frequency of occurrence. We tested this `tipping point' hypothesis by comparing a statistical model based on this hypothesis with two alternative statistical models: one assuming that word recognition is always root-driven and another assuming it is always form-driven. To this end, we modeled response time distributions from two large-scale lexical decision experiments in Dutch - one visual and one auditory - focusing on three suffixes: the plural suffix -en for nouns, the derivational suffix -heid for nominalisations, and -t as the second/third person singular present tense suffix for verbs. Our results indicate that words with the suffixes -t and  -heid are retrieved as whole forms in both visual and auditory word recognition. In contrast, words with the suffix -en are best accounted for by both the root-driven and the form-driven models in auditory word recognition, while in visual word recognition, they support the tipping point hypothesis. Taken together, our findings suggest that both root-driven and form-driven principles are relevant for word recognition, while the assumption of a categorical tipping point is less tenable. This study contributes to our understanding of word recognition mechanisms in both localist and distributional-connectionist theoretical frameworks.
This Data Sharing Collection (DSC) includes: a) predictions of reaction times (RTs) in BALDEY with root-driven, form-driven and tipping point models. b) BALDEY and DLP subsets enriched with root and form frequency as well es relative frequency and the control predictors trial number and length/duration. c) All necessary scripts to derive the above materials. Please note that the collection does not include the CELEX or CGN databases used for computing frequencies, as we do not have the license to share them. Researchers with access to CELEX and CGN can use the provided scripts to recreate the predictors. Those without access will need to use the enriched materials provided in this collection.
DOI: 10.15468/dl.afcn5w
title: Occurrence Download

description: A dataset containing 1171 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rhynchophorus",
 "Year 1990-2025"
 ]
}

 The dataset includes 1171 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010805-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.988hhp
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clarias batrachus",
 "Country is Singapore",
 "OccurrenceStatus is Present",
 "EventDate is 1800,2026"
 ]
}

 The dataset includes 57 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010806-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zmbrr7
title: Occurrence Download

description: A dataset containing 409366 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Month is June",
 "TaxonKey is Cygnus olor"
 ]
}

 The dataset includes 409366 records from 952 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010800-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b3ztsm
title: Occurrence Download

description: A dataset containing 755743 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Month is May",
 "TaxonKey is Cygnus olor"
 ]
}

 The dataset includes 755743 records from 1020 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010799-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.43c8sp
title: Occurrence Download

description: A dataset containing 337 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Astronium lecointei",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 337 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018673-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a43uns
title: Occurrence Download

description: A dataset containing 224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Siphocranion macranthum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 224 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018672-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2vp4dr
title: Occurrence Download

description: A dataset containing 7353 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Eichhornia crassipes)",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Material sample, Material citation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))"
 ]
}

 The dataset includes 7353 records from 451 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018671-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u8a3th
title: Occurrence Download

description: A dataset containing 467 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Vicugna pacos",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 467 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018677-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18643001
title: pentalinon_luteum_spades_02.fasta.gz
DOI: 10.5281/zenodo.18643002
title: pentalinon_luteum_spades_02.fasta.gz
DOI: 10.15468/dl.593qnr
title: Occurrence Download

description: A dataset containing 233039 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Canis lupus"
 ]
}

 The dataset includes 233039 records from 815 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018641-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k6mtjq
title: Occurrence Download

description: A dataset containing 2341 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cedrela fissilis",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 2341 records from 198 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018679-260208012135463/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/13838459
title: WasteNetR3
DOI: 10.15468/dl.42wfjz
title: Occurrence Download

description: A dataset containing 5862 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.23731 6.73443,-75.30236 6.69988,-75.29379 6.6488,-75.23076 6.62977,-75.14756 6.64329,-75.12588 6.70489,-75.17731 6.73994,-75.2121 6.74695,-75.23731 6.73443))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5862 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018680-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.52a238
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sphenodesme pentandra",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 103 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018682-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fjubuf
title: Occurrence Download

description: A dataset listing the 8963 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-180 30,180 30,180 40,-180 40,-180 30))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Mammalia"
 ]
}

 The dataset's 8963 records were derived from 901 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018657-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fsnb8u
title: Occurrence Download

description: A dataset containing 1079 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Filicium decipiens (Wight & Arn.) Thwaites"
 ]
}

 The dataset includes 1079 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006863-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112022477
title: Cuneiform Tablet 1913.14.1506, Spurlock 1913.14.1506

description: [Text Description:] Account concerning silver, barley, and refined bitumen ❧ [Text or Publication Number Note:] Spurlock 1913.14.1506; CDLI P421358 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/2) Light Brown (5YR 6.5/4) Dark Gray (N 3/ 6.6% R) ❧ [Physical Object Note:] 10.1 x 6.9 x 2.9 cm (213g)