cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/8be6m9
title: Replication Data for: Detecting Formatted Text: Data Collection Using Computer Vision

description: Research in political science has begun to explore how to use large language and object detection models to analyze text and visual data. However, few studies have explored how to use these tools for data extraction. Instead, researchers interested in extracting text from poorly formatted sources typically rely on optical character recognition and regular expressions or extract each item by hand. This letter describes a workflow process for structured text extraction using free models and software. I discuss the type of data best suited to this method, its usefulness within political science, and the steps required to convert the text into a usable dataset. Finally, I demonstrate the method by extracting agenda items from city council meeting minutes. I find the method can accurately extract sub-sections of text from a document and requires only a few hand labeled documents to adequately train.
DOI: 10.34740/kaggle/dsv/11828258
title: BOS Kemdikbud
DOI: 10.15468/dl.x47kuz
title: Occurrence Download

description: A dataset containing 883 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Euclinia Salisb."
 ]
}

 The dataset includes 883 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000700-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15427638
title: TABLE 1 in Arrhopalites colchicus sp. nov. (Collembola: Symphypleona: Arrhopalitidae), the third highly troglomorphic species of the genus from the Caucasus

description: TABLE 1. Lengths (in µm) for body parts of type specimens of Arrhopalites colchicus sp. nov.
Body partFemale (holotype)MaleTotal (without appendages)900845Head320288Body (without head)690577Head dorsum longest seta (row D)2119Eyenot detectiblenot detectibleAntenna599600Ant I45.544.0Ant II90.891.0Ant III137135Ant IV336341Ant III organ sensory rods11.610.5Tibiotarsus I207182Tibiotarsus II196182Tibiotarsus III222201Claw I91.090.1Claw II92.190.2Claw III81.075.8Empodium I48.050.9Empodium II45.046.0Empodium III52.052.0Th II seta m116.521.7Th II sensillum a13.610.0Th III sensillum a13.813.0Trichobothria AB distance8078Trichobothria BC distance6550Trichobothria BC angle94° (74°)91° (84°)Trichobothrial complex: c1 seta25.015.3Abd IV longest seta (dI-1)68.073.5Abd VI longest seta45.040.7Appendices anales24.0-Manubrium177168Dens209203Mucro103101Dens seta Ia: length38.233.6Dens seta Ia: width at base4.03.8
description: Published as part of Vargovitsh, Robert S., 2025, Arrhopalites colchicus sp. nov. (Collembola: Symphypleona: Arrhopalitidae), the third highly troglomorphic species of the genus from the Caucasus, pp. 154 in Zootaxa 5632 (1) on page 154, DOI: 10.11646/zootaxa.5632.1.8, http://zenodo.org/record/15371709
DOI: 10.5281/zenodo.15427640
title: TABLE 2 in Arrhopalites colchicus sp. nov. (Collembola: Symphypleona: Arrhopalitidae), the third highly troglomorphic species of the genus from the Caucasus

description: TABLE 2. Proportions for selected body parts of type specimens of Arrhopalites colchicus sp. nov.
RatioFemale (holotype)MaleAntenna/head1.872.08Ant IV/head1.051.18Ant II/Ant I2.002.07Ant III/Ant I3.013.07Ant IV/Ant I7.387.75Head/tibiotarsus I1.551.58Tibiotarsus II/I0.950.99Tibiotarsus III/I1.071.10Tibiotarsus I/claw I2.272.02Tibiotarsus II/claw II2.132.01Tibiotarsus III/claw III2.742.65Claw I/empodium I1.901.77Claw II/empodium II2.051.96Claw III/empodium III1.561.46Dens/mucro2.032.01Trichobothria: AB/BC distance1.231.59Abd IV dI-1/Th II m1 seta4.123.39Abd IV dI-1/Abd VI longest seta1.511.81Abd IV dI-1/claw III0.840.97Body total/tibiotarsus III4.054.20Body total/claw I9.899.38Body total/furca1.841.79
description: Published as part of Vargovitsh, Robert S., 2025, Arrhopalites colchicus sp. nov. (Collembola: Symphypleona: Arrhopalitidae), the third highly troglomorphic species of the genus from the Caucasus, pp. 155 in Zootaxa 5632 (1) on page 155, DOI: 10.11646/zootaxa.5632.1.8, http://zenodo.org/record/15371709
DOI: 10.5281/zenodo.15427642
title: TABLE 3 in Arrhopalites colchicus sp. nov. (Collembola: Symphypleona: Arrhopalitidae), the third highly troglomorphic species of the genus from the Caucasus

description: TABLE 3. Differences between highly troglomorphic Arrhopalites species of the Caucasus
Character (females) / speciesA. colchicus sp. nov.A. macronyxA. profundusBody size of adults0.9 mm1.1–1.3 mm0.9–1 mmAnt I setae766Ant IV subsegments6 (7 in male)7(8)7Ant III sensory rods (length)11.6 μm10–13 μm15.2 μmHead dorsum axial setae344Eyesnot detectablenot detectable/uncertain1+1 (very small)Femur II setae131213Tibiotarsus III: whorl V setae77(6)6Claw I inner tooth––+ (minute)Claw II inner tooth––+ (minute)Empodium III corner tooth–++Total body/claw I (troglomorphy index)9.98.5–9.86.6–7.4Abd VI dorsal valve setae11+2+11; ms5 present10+2+10; ms5 absent10+2+10; ms5 absentAbd VI lateral valve setae16+16; mpi2 absent17+17; mpi2 present15+15; mpi2 presentCircumanal setae on Abd VIordinarybroadened, serrated and finely denticulatedordinaryAppendices analessmooth, apically curved and acuminatesmooth, apically curved and acuminateapically denticulated, not acuminateDens posterior setae16(15)16(15)14Mucro: teeth of posterior lamellaepartly accretedpartly accretedcompletely accreted
description: Published as part of Vargovitsh, Robert S., 2025, Arrhopalites colchicus sp. nov. (Collembola: Symphypleona: Arrhopalitidae), the third highly troglomorphic species of the genus from the Caucasus, pp. 157 in Zootaxa 5632 (1) on page 157, DOI: 10.11646/zootaxa.5632.1.8, http://zenodo.org/record/15371709
DOI: 10.15468/dl.gya6ej
title: Occurrence Download

description: A dataset containing 1027 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scleronema micranthum (Ducke) Ducke"
 ]
}

 The dataset includes 1027 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000699-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2aqjb7
title: Occurrence Download

description: A dataset containing 1640 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Eucomis L'Hér."
 ]
}

 The dataset includes 1640 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000702-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.97828s
title: Occurrence Download

description: A dataset containing 13871 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Arion intermedius Normand, 1852"
 ]
}

 The dataset includes 13871 records from 255 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000703-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5dmewh
title: Occurrence Download

description: A dataset containing 1294 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ferrissia rivularis (Say, 1817))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1294 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074242-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f3b3h8
title: Occurrence Download

description: A dataset containing 47160 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lymnaea stagnalis (Linnaeus, 1758))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 47160 records from 501 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074244-240506114902167/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-1580691283
title: SAARLAND BAG: ATOMIC MECHANISMS OF ACTION OF MEMBRANE PROTEINS AND BIOSYNTHETIC ENZYMES

description: Projects are focussed primarily within the framework of the DFG-funded excellence network program in Homburg (Saar) on "Ca2+signals: Molecular Mechanisms und Integrative Functions" at Saarland University and a joint multidisciplinary initiative of the University with the Helmholtz Institute of Pharmaceutical Research Saarland (HIPS) in Saarbrücken on natural bioactive compounds including their interactions with their target proteins. These projects involve the structure determination of membrane proteins and soluble proteins.
DOI: 10.15151/esrf-es-1581708372
title: BAG Montpellier

description: The BAG of Montpellier gathers researchers from distinct institutes (CBS, IGF, IRIM and LPHI) affiliated to the INSERM, the CNRS and the university of
Montpellier.
...
DOI: 10.15151/esrf-es-1581818968
title: Structure of metalloproteins, membrane proteins, filamentous sarcomer proteins, and virus particles

description: Our work focusses on biological nitrogen fixation by Nitrogenase, on metalloenzymes and integral membrane proteins of bacterial and archaeal respiratory systems (Andrade/Einsle/Wohlwend), the working mechanism and regulation of medically relevant membrane proteins and complexes and their defects leading to pathologies (Hunte), bacterial antibiotic resistance factors and viral and bacterial proteins bound to their targets or inhibitors, and their interactions with glycans (Stehle/Zocher), human S100 proteins involved in nutritional immunity, USP18 enforcing the endogenous antiviral interferon response, and the respiratory complex NQR of V. cholerae (Fritz), DNA Polymerases with artificial substrates (Benz), and on multi-domain components of the sarcomeric filamentous protein titin and their binding to the E3 ubiquitin ligase MuRF1 and the central myosin rod-domain (Mayans).
DOI: 10.15151/esrf-es-1583093686
title: IBS BAG

description: The IBS BAG includes in this proposal IBS teams and external groups from CEA-Cadarache (St Paul lez Durance) and IRBA (Brétigny-sur-Orge). We study structure-function relationships of proteins emphasizing in human health, biotechnology and methodology. Most of the projects are a continuation of the MX-2498 proposal and can be grouped into different topics as follows: host-pathogen interaction, new therapy targets, fundamental cellular mechanisms, membrane proteins, biotechnological applications and methodology. Some of these projects use integrative approaches (X-ray crystallography, cryo-EM, SAXS and NMR), together with other biophysical and biochemical studies, and very recently the use of AI, with the aim to fully understand the complexity of the biological macromolecular systems under study.
DOI: 10.15151/esrf-es-1668004878
title: High-pressure X-ray diffraction study of Sc1-xNbxFe2(H,D)y compound crystal structure

description: We propose to investigate Sc1-xNbxFe2(H,D)y exhibiting interesting itinerant-electron magnetic behavior. We’ll focus on the structural changes probed by XRD under pressure. We are particularly interested in the evolution of the crystal structure, the pressure variation of the unit cell parameters, volume and crystal symmetry. We also aim to investigate the influence of the nature of the (H, D) isotope on the crystal lattice under pressure, i.e., H/D isotopic effect by measuring ScFe2D3.14 and ScFe2H3.58 under pressure in comparison to ScFe2 reference. Ambient pressure studies have revealed that the structural and physical properties are very sensitive to chemical pressure. XRD experiments under pressure will allow us to establish a correspondence between chemical and external pressure. Sc1-xNbxFe2(H,D)y is a remarkable example of itinerant electron magnetism with a large interplay between physical properties and volume/pressure.
DOI: 10.15151/esrf-es-1690572039
title: Towards 3D structure determination and dynamics of biological and non-biological samples using TR-SSX methods

description: This BAG proposal aims to conduct room temperature time-resolved serial crystallography experiments at the new ID29 beamline at ESRF. We intend to collect
full data sets on microcrystals of two medically relevant proteins, the penicillin binding protein 2a (PBP2a) of methicillin resistant staphyloccocus aureus (MRSA)
and the human the NAP(P)H:quinone oxidoreductase 1 (NQO1) protein, with their respective ligands. As well, we aim at conducting pump-probe time-resolved
crystallography experiments on microcrystals of metal organic frameworks (MOFs). The good quality of all crystalline samples has been proved either at ESRF
beamlines ID30-A1 and ID30-A3, or at other synchrotron beamlines. At ID29, they offer a variety of sample delivery devices including high viscosity injectors, tape
drives, fixed target supports, and microfluidic devices, that will be employed in our experiments depending on sample needs.
DOI: 10.15151/esrf-es-1665506051
title: In-situ structural changes of active material for battery anode under exposure to binder

description: The proposal is focused on exploring the behaviour of carbonaceous material for fabrication of anodes for Li-ion batteries. The intended aim is to study the structure evolution of the porous, activated carbon when exposed to a binder or different binders, to explore how the pores change after exposure. The interaction with the binder can reduce the electrolyte-accessible pores, affecting the obtainable capacitance from ion adsorption/desorption. We plan to do SAXS experiment to reconstruct pore size and shape after exposure to different binders. This will bring us knowledge about which binder to use in order to the best performance of the anode.
DOI: 10.15151/esrf-es-1665509080
title: Myosin-based regulation of the heartbeat at body temperature and physiological stimulation frequency

description: Beamtime for this project was allocated as LS3204, but the proposed experiments could not be carried out in June 2023. The heart is constantly beating at the body core temperature (37°C), adjusting its output to the changing needs of everyday life. We recently exploited time-resolved USAXS and SAXS at ID021 to measure the structural dynamics of the molecular myosin motors in different regions of the thick filament during the unitary mechanical response elicited by electrical pacing at 1 Hz of intact cardiac trabeculae at constant length at 27°C. Now the smaller beam and higher brightness available at ID02 after EBS combined with the new Eiger2-4M detector allow us to characterise the dynamics of the regulatory structural changes in the thick filament in thin cardiac trabeculae isolated from rat hearts for the first time at physiological temperature and pacing frequency, with faster kinetics of force development and relaxation.
DOI: 10.15151/esrf-es-1665510680
title: Operando characterisation of solid-state batteries with multi-mode X-ray imaging

description: Solid-state lithium metal batteries (SSLMBs) are safer to operate as they use a solid-state electrolyte to replace conventional flammable liquid electrolyte. However, SSLMBs suffer from faster degradation over charge and discharge cycles compared with conventional lithium ion batteries. The changes of material chemical composition and microstructure, and the exact degradation mechanisms are not fully understood. We propose to use a correlative X-ray computed tomography with X-ray Compton scattering full field imaging to examine changes of both chemical properties and microstructures of lithium metal anode, solid-state electrolyte, and cathode of the SSLMB during charging and discharging, respectively. At ESRF, we will be able to increase the temporal resolution of the data acquisition process by approximately an order of magnitude over a larger number of battery cycles, providing new insights into the degradation mechanisms of SSLMBs that help improve battery cycling protocols.
DOI: 10.15151/esrf-es-1665511309
title: Electronic, magnetic, and structural properties of novel iron oxides

description: The proposed experiment focuses on exploring the electronic configurations and magnetic properties of the known novel mixed-valence iron oxides (e.g. Fe5O7, Fe25O32), as well as discovering new novel iron oxides using the Synchrotron Mössbauer Source spectroscopy and Single-Crystal X-ray diffraction up to 200 GPa and 5000 K. This proposal is a continuation of proposal HC-5323.
DOI: 10.6084/m9.figshare.26037253
title: applsci-3016790-supplementary.xlsx

description: 数据包括区域内景区的属性数据和景区间距离数据.
DOI: 10.6084/m9.figshare.26037253.v1
title: applsci-3016790-supplementary.xlsx

description: 数据包括区域内景区的属性数据和景区间距离数据.
DOI: 10.15468/dl.ucnye4
title: Occurrence Download

description: A dataset containing 1794 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pseudosuccinea columella (Say, 1817))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1794 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074246-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hpfuyx
title: Occurrence Download

description: A dataset containing 62411 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "DatasetKey is Fungal Records Database of Britain and Ireland",
 "OccurrenceStatus is Present",
 "TaxonKey is Helotiales",
 "Year 1973-2023"
 ]
}

 The dataset includes 62411 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074236-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5458ph
title: Occurrence Download

description: A dataset containing 17415 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Galba truncatula (O.F.Müller, 1774))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17415 records from 367 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074247-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qdgchp
title: Occurrence Download

description: A dataset containing 394422 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Platanus L.",
 "Year 1970-2024"
 ]
}

 The dataset includes 394422 records from 393 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074245-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t9ae8h
title: Occurrence Download

description: A dataset containing 31553 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Theodoxus fluviatilis (Linnaeus, 1758))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 31553 records from 251 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074248-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e44a67
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Philine auriformis Suter, 1909)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 106 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074249-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17333319
title: translate_hausa.csv
DOI: 10.5281/zenodo.17333320
title: translate_hausa.csv
DOI: 10.6084/m9.figshare.30339172
title: Data from "Cross-depth connectivity supports the role of deep kelp forests as refuge from climate change"

description: Abstract: Ocean warming and marine heatwaves are threatening the persistence of kelp forests butcooler, deeper reefs might act as refuges from which shallow population can recover. Despite this, little is known about the connectivity, genetic diversity and adaptive structure of deep kelp reefs.We used genomics (ddRAD sequencing) to compare neutral and adaptive genetic diversity and determine the genetic connectivity between deep (30-50m) and shallow (10-15m) kelp forests of the kelp <i>Ecklonia radiata</i> within three regions in Western Australia (Abrolhos, Albany and Esperance). We also compared allele frequencies of loci putatively under selection across depths and between the warm range edge and cooler populations to better understand adaptation across contrasting environmental conditions.There was no difference in genetic diversity and weak neutral genetic differentiation between depths at each location, supported by high bi-directional gene flow. The SNP outliers revealed broad-scale adaptive divergence across the sampled range marked by numerous fixed alleles under selection. Depth-specific selection was only identified at the warm edge population (Abrolhos Islands), with elevated levels of loci under selection and adaptive genetic differentiation between depths. These SNP outliers were linked to genes involved in to thermotolerance, light sensing, immune response and general environmental stress responses.At high latitude, the extensive gene flow across depths and the lack of adaptive differentiation suggest high potential for deep kelps to assist in the recovery of shallow populations following climate-mediated loss. In the warmer range edge populations, differential selection between depths, likely due to greater adaptation to local environmental conditions, could lead to maladaptation if shallow reefs are reseeded from deep reefs following loss. Hence, the role of deep reefs as refugia from which shallow reefs can recover following climate-mediated loss is spatially dependent on local selective regimes.