cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15283813
title: TABLE 8 in Three new species of Pamirosa Fomichev, Omelko & Marusik, 2024 (Araneae: Lycosidae) from Kyrgyzstan, extending the known range of Artoriinae in Central Asia

description: TABLE 8. Legs’ spination of male of Pamirosa transalaica sp. nov.
FePaTiMtLeg Id1-1-1 p0-0-1p1 r1p1-0-0 r1-0-1 v2-2-1-2p1-1-0 r1-1-0 v2-2-0Leg IId1-1-1 p1-0-1 r1-0-1p1 r1p1-0-0 r1-0-1 v2-2-1-2p1-1-0 r1-1-0 v2-2-0Leg IIId1-1-1 p1-0-1 r1-0-1p1 r1d1-0-1 p1-0-1 r1-0-1 v2-2-2d0-1-0 p1-1-0 r1-1-0 v2-2-0Leg IVd1-1-1 p1-0-1 r0-0-1p1 r1d1-0-1 p1-0-1 r1-0-1 v2-2-2d0-1-0 p1-1-0 r1-1-0 v3-0-2
description: Published as part of Fomichev, Alexander A. & Omelko, Mikhail M., 2025, Three new species of Pamirosa Fomichev, Omelko & Marusik, 2024 (Araneae: Lycosidae) from Kyrgyzstan, extending the known range of Artoriinae in Central Asia, pp. 256 in Zootaxa 5618 (2) on page 256, DOI: 10.11646/zootaxa.5618.2.4, http://zenodo.org/record/15217779
DOI: 10.5281/zenodo.15283815
title: TABLE 9 in Three new species of Pamirosa Fomichev, Omelko & Marusik, 2024 (Araneae: Lycosidae) from Kyrgyzstan, extending the known range of Artoriinae in Central Asia

description: TABLE 9. Legs’ measurements of female of Pamirosa transalaica sp. nov.
FePaTiMtTsTotalLeg I3.21.72.752.51.3511.5Leg II3.11.652.652.551.3511.3Leg III3.251.552.553.151.4511.95Leg IV4.01.753.454.71.8515.75
description: Published as part of Fomichev, Alexander A. & Omelko, Mikhail M., 2025, Three new species of Pamirosa Fomichev, Omelko & Marusik, 2024 (Araneae: Lycosidae) from Kyrgyzstan, extending the known range of Artoriinae in Central Asia, pp. 256 in Zootaxa 5618 (2) on page 256, DOI: 10.11646/zootaxa.5618.2.4, http://zenodo.org/record/15217779
DOI: 10.5281/zenodo.15283817
title: TABLE 10 in Three new species of Pamirosa Fomichev, Omelko & Marusik, 2024 (Araneae: Lycosidae) from Kyrgyzstan, extending the known range of Artoriinae in Central Asia

description: TABLE 10. Legs’ spination of female of Pamirosa transalaica sp. nov.
FePaTiMtLeg Id1-1-1 p0-0-10p1-0-0 r1-0-1 v2-2-1-2p1-1-0 r1-1-0 v2-2-0Leg IId1-1-1 p1-0-1 r0-1-0p1p1-0-1 r1-0-1 v2-2-2p1-1-0 r1-1-0 v2-2-0Leg IIId1-1-1 p1-0-1 r1-0-1p1 r1d1-1-0 p1-0-1 r2-0-1 v2-2-2d0-1-0 p1-1-0 r1-1-0 v2-2-0Leg IVd1-1-1 p1-0-1 r0-0-1p1 r1d1-0-1 p1-0-1 r1-0-1 v2-2-2d0-1-0 p1-1-0 r1-1-0 v3-0-2
description: Published as part of Fomichev, Alexander A. & Omelko, Mikhail M., 2025, Three new species of Pamirosa Fomichev, Omelko & Marusik, 2024 (Araneae: Lycosidae) from Kyrgyzstan, extending the known range of Artoriinae in Central Asia, pp. 256 in Zootaxa 5618 (2) on page 256, DOI: 10.11646/zootaxa.5618.2.4, http://zenodo.org/record/15217779
DOI: 10.5281/zenodo.15283819
title: TABLE 11 in Three new species of Pamirosa Fomichev, Omelko & Marusik, 2024 (Araneae: Lycosidae) from Kyrgyzstan, extending the known range of Artoriinae in Central Asia

description: TABLE 11. Distinguishing features of Pamirosa species.
CharacterP. alaica sp. nov.P. archalturica sp. nov.P. kudratbekoviP. transalaica sp. nov.MalesTip of cymbiumModified, bent dorsallyUnmodifiedModified, bent dorsallyUnmodifiedConductor (Cn) in ventral viewTriangularSquareTriangularOvalTegular apophysis (TA) in ventral viewГ-shaped, extends 1/4 beyond conductorГ-shaped. extends 1/2 beyond conductorIrregular-shaped, extends 1/3 beyond conductorГ-shaped, extends 1/4 beyond conductorProlateral process of tegular apophysis (PP)Ventrally-directed, spine-like in prolateral viewVentrally-directed, digitiform in prolateral viewProlateral-directed, triangular in prolateral viewProlateral-directed, almost rectangular in prolateral viewSecondary prolateral process of tegular apophysis (SP)Poorly developedWell developedPoorly developedPoorly developedRetrolateral process of tegular apophysis (RP)SemicircularHook-shapedSemicircularSemicircularProximal part of embolus (PE) in ventral viewAlmost circular, smoothly roundedSemicircular, steeply curvedAlmost circular, smoothly roundedAlmost circular, with slightly indented retroposterior marginBasoembolic apophysis (BA)With more developed posterior lobeWith anterior and posterior lobes equal in sizeWith more developed posterior lobeWith more developed posterior lobeTip of terminal apophysis (Tr)Clow-likeBluntClow-likeClow-likeDorsal process of embolic division (DP) in dorsal viewTrapezoidalElongated triangle-shapedIsosceles triangle-shapedTrapezoidalDistal part of embolus (DE)Without process, coiledWith cone-shaped process and shortened and hooked tipWithout process, coiledWithout process, coiledFemalesFoveaTriangular–TrapezoidalTrapezoidalCopulatory ducts (CD)Touching each other, form approximately 2 turns around fertilization ducts–Not touching each other, form approximately 3 turns around fertilization ductsNot touching each other, form approximately 2 turns around fertilization ductsPosterior part of receptacles (Re)Screw-shaped–Screw-shapedCircularHeads of receptacles (RH)Rode-shaped, parallel–Elliptical, convergingKidney-shaped, converging
description: Published as part of Fomichev, Alexander A. & Omelko, Mikhail M., 2025, Three new species of Pamirosa Fomichev, Omelko & Marusik, 2024 (Araneae: Lycosidae) from Kyrgyzstan, extending the known range of Artoriinae in Central Asia, pp. 260 in Zootaxa 5618 (2) on page 260, DOI: 10.11646/zootaxa.5618.2.4, http://zenodo.org/record/15217779
DOI: 10.15468/dl.k7qgzh
title: Occurrence Download

description: A dataset containing 4795 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Myrica gale L.",
 "Year 1975-2025"
 ]
}

 The dataset includes 4795 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002203-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/ppuvjb
title: A90_3723.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/1989a9d9-8fa4-741e-396b-a5089ef8cfc0'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/1989a9d9-8fa4-741e-396b-a5089ef8cfc0
DOI: 10.7910/dvn/j0fpqj
title: Electron acceleration in laboratory-produced turbulent collisionless shocks

description: Astrophysical collisionless shocks are among the most powerful particle accelerators in the Universe. Generated by violent interactions of supersonic plasma flows with the interstellar medium, supernova remnant shocks are observed to amplify magnetic fields and accelerate electrons and protons to highly relativistic speeds. In the well-established model of diffusive shock acceleration, relativistic particles are accelerated by repeated shock crossings. However, this requires a separate mechanism that pre-accelerates particles to enable shock crossing. This is known as the ‘injection problem’, which is particularly relevant for electrons, and remains one of the most important puzzles in shock acceleration6. In most astrophysical shocks, the details of the shock structure cannot be directly resolved, making it challenging to identify the injection mechanism. Here we report results from laser-driven plasma flow experiments, and related simulations, that probe the formation of turbulent collisionless shocks in conditions relevant to young supernova remnants. We show that electrons can be effectively accelerated in a first-order Fermi process by small-scale turbulence produced within the shock transition to relativistic non-thermal energies, helping overcome the injection problem. Our observations provide new insight into electron injection at shocks and open the way for controlled laboratory studies of the physics underlying cosmic accelerators.
description: PSFC REPORT PSFC/JA-19-107<br><br>This work was supported by the US Department of Energy SLAC contract no. DE-AC02-76SF00515 and Lawrence Livermore National Laboratory contract no. DE-AC52-07NA27344, the US DOE Early Career Research Program under FWP 100331, the US DOE Office of Science, Fusion Energy Sciences under FWP 100182, the LLNL Laboratory Directed Research and Development Program grant 15-ERD-065, and the Engineering and Physical Sciences Research Council of the United Kingdom (grant nos. EP/M022331/1 and EP/N014472/1).<br><br>If this record does not contain the full text, then the manuscript has been embargoed by the publisher thus restricting open access for 12 to 24 months after publication.
DOI: 10.7910/dvn/v6xgw5
title: Replication Data for "Diet Overlap and Spatial Segregation Between Two Neotropical Marsupials Revealed by Multiple Analytical Approaches"

description: This data set reaches the conclusions drawn in the manuscript with all additional data required to replicate the reported study findings in their entirety.
DOI: 10.6084/m9.figshare.28872341
title: SRR3414629.uniq.sorted.bam.bai

description: It is only my homework
DOI: 10.7910/dvn/pplwp4
title: A12_22613.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/dd3f68b0-493a-4655-a171-a837d2ca96e0'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/dd3f68b0-493a-4655-a171-a837d2ca96e0
DOI: 10.7910/dvn/psgxc8
title: A13_24898.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/83f3c933-8c65-4d39-ba90-91fc9c757340'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/83f3c933-8c65-4d39-ba90-91fc9c757340
DOI: 10.7910/dvn/fa1p6h
title: CONDIÇÕES CLÍNICAS AO NASCIMENTO DE PREMATUROS TARDIOS E SUAS RELAÇÕES COM O ALEITAMENTO MATERNO

description: Objetivo: analisar as condições clínicas de recém-nascidos prematuros tardios ao nascimento com a oferta de aleitamento materno na primeira hora de vida e na alta hospitalar. Método: Estudo transversal e retrospectivo, realizado em hospital universitário do Sul do Brasil. Amostra composta por 232 prontuários de mães e 232 prontuários de prematuros tardios nascidos entre junho de 2015 a julho de 2020. Análise descritiva e inferencial foi utilizada. Resultados: doze ou mais consultas de pré-natal, independente de complicações no parto e da história prévia materna, favoreceram a amamentação na primeira hora de vida (p=0,007), achado registrado para 37,50% dos recém-nascidos prematuros tardios, independente da via de parto. A oferta de leite materno nas primeiras 72 horas de vida contribuiu no seguimento do aleitamento materno na alta hospitalar (p=0,000). Conclusões: prematuros tardios, nascidos em boas condições clínicas e sem contraindicação ao aleitamento materno, foram pouco incentivados à amamentação na primeira hora de vida, repercutindo na alta hospitalar. Implicações para a prática: equipe de enfermagem deve ser capacitada para o fortalecimento da amamentação na primeira hora de vida, considerando a viabilidade clínica da mãe e do neonato, possibilitando melhores chances de continuidade do aleitamento materno exclusivo.
DOI: 10.7910/dvn/usqj52
title: Encuesta nacional GEA-ISA (junio de 2022).

description: GEA-ISA, Encuesta nacional para el análisis de la gobernabilidad en México (11-14 de junio de 2022).
Población objetivo: personas de origen mexicano residentes en viviendas particulares ubicadas dentro del territorio nacional que declaran contar con 18 y más años de edad al momento de la entrevista.
Marco muestral: listado de secciones electorales en el territorio nacional por entidad federativa y sección electoral y número de electores registrados en el Listado Nominal. 
Método de aproximación: entrevistas personales en vivienda (CAPI).
Método de muestreo: polietápico por conglomerados.
- Selección sistemática de 107 secciones electorales con probabilidad proporcional al número de electores registrados y con reemplazo.
- Selección de diez viviendas por sección, mediante recorrido aleatorio.
- Selección como informante de la persona de 18 o más años de edad que celebre el próximo cumpleaños de entre las presentes al momento de la entrevista.
Tamaño de muestra: 1070 casos efectivos.
Duración de la entrevista: 32 minutos.
Tasa de rechazo general: 69%.
Calidad de la estimación: ±3% al 95% de confianza (más efecto de diseño).
Procedimiento de estimación: post-estratificación para reproducir la distribución por sexo y edad del Listado Nominal de Electores.
Factor de expansión muestral: "fexpm".
Base datos original en formato SAV.
DOI: 10.7910/dvn/oxs2m8
title: A11_20330.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/c1a98ef3-2ee6-4f31-802d-20a3e43320da'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/c1a98ef3-2ee6-4f31-802d-20a3e43320da
DOI: 10.7910/dvn/f2fm28
title: 2020 US presidential panel data

description: 2020 US presidential panel data Jones-Jang
DOI: 10.5281/zenodo.14791074
title: The Influence of Green Infrastructure on the Acoustic Environment: Habitat Stratified Sample Design

description: Results of habitat stratified quiet area assessment for the middle Ruhr region, Germany. Includes Tier 1, Tier 2, and Tier 3 Sample locations, NSG and GBT points, biotope complex polygons, land use polygons.
DOI: 10.5281/zenodo.14791075
title: The Influence of Green Infrastructure on the Acoustic Environment

description: We present a revision of the QSI model from a fuzzy overlay of binary buffers to a reclassified weighted sum of gradient buffers to gain a more nuanced insight into human impact burdens on the acoustic environment. 1) END major road, rail, and airport locations 2) urban morphological zones (UMZ), 3) E-PRTR industrial locations, and 4) Corine Land Cover and Land Use including urban, industrial, mined or construction areas.

Tier 1, Tier 2, and Tier 3 Sample locations, NSG and GBT points, biotope complex polygons, land use polygons.
DOI: 10.5281/zenodo.15284028
title: The Influence of Green Infrastructure on the Acoustic Environment: Habitat Stratified Sample Design

description: Results of habitat stratified quiet area assessment for the middle Ruhr region, Germany. Includes Tier 1, Tier 2, and Tier 3 Sample locations, NSG and GBT points, biotope complex polygons, land use polygons.
DOI: 10.7910/dvn/ptdsje
title: A12_22514.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/03a70933-df0f-43c7-9cdc-9c1944005cda'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/03a70933-df0f-43c7-9cdc-9c1944005cda
DOI: 10.6084/m9.figshare.26505622
title: Supplementary material for: Health and growth performance during the pre-weaning phase of Angus x Holstein crossbred and Holstein calves managed under the same conditions.

description: Here you'll find the datasets and code used for the statistical analysis of: Health and growth performance during the pre-weaning phase of beef crossbred and holstein calves managed under the same conditions By Moroz et al.
DOI: 10.6084/m9.figshare.26505622.v1
title: Supplementary material for: Health and growth performance during the pre-weaning phase of Angus x Holstein crossbred and Holstein calves managed under the same conditions.

description: Here you'll find the datasets and code used for the statistical analysis of: Health and growth performance during the pre-weaning phase of beef crossbred and holstein calves managed under the same conditions By Moroz et al.
DOI: 10.15468/dl.smzv7e
title: Occurrence Download

description: A dataset containing 2835 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vaccinium uliginosum L.",
 "Year 1975-2025"
 ]
}

 The dataset includes 2835 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002206-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/7iwmrh
title: PDB: 5X8M, Durvalumab in complex with Programmed death-ligand 1 (PD-L1) , random seed 2 (311.5K, 38.5°C, 500 ns): RMSD, SASA, RMSF, Rg, H-bonds

description: PDB: 5X8M, Durvalumab in complex with Programmed death-ligand 1 (PD-L1) , random seed 2 (311.5K, 38.5°C, 500 ns): RMSD, SASA, RMSF, Rg, H-bonds
DOI: 10.15468/dl.9zuagk
title: Occurrence Download

description: A dataset containing 63076 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is North America",
 "Month is October",
 "TaxonKey is Zonotrichia leucophrys (J.R.Forster, 1772)",
 "Year 2018-2018"
 ]
}

 The dataset includes 63076 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002178-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/fcc29h
title: A high-resolution neutron spectroscopic camera for the SPARC tokamak based on the JET European Torus Deuterium-Tritium experience

description: Dedicated nuclear diagnostics have been designed, developed and built within EUROFUSION enhancement programs in the last ten years for installation at the Joint European Torus (JET) and capable of operation in high power Deuterium-Tritium (DT) plasmas. The recent DT Experiment campaign, called DTE2, has been successfully carried out in the second half of 2021 and provides a unique opportunity to evaluate the performance of the new nuclear diagnostics and for understanding of their behavior in the record high 14 MeV neutron yields (up to 4.7*10^18 n/s) and total number of neutrons (up to 2*10^19 n) achieved on a tokamak. In this work we will focus on the 14 MeV high resolution neutron spectrometers based on artificial diamonds which for the first time have extensively been used to measure 14 MeV DT neutron spectra with unprecedented energy resolution (FWHM of ~1% at 14 MeV). The work will describe their long-term stability and operation over the DTE2 campaign as well as their performance as neutron spectrometers in terms of achieved energy resolution and high rate capability. This important experience will be used to outline the concept of a spectroscopic neutron camera for the SPARC tokamak. The proposed neutron camera will be the first one to feature the dual capability to measure i) the 2.5 and 14 MeV neutron emissivity profile, via the conventional neutron detectors based on liquid or plastics scintillators, and ii) the 14 MeV neutron spectral emission via the use of high-resolution diamond-based spectrometers. The new opportunities opened by the spectroscopic neutron camera to measure plasma parameters will be discussed.
description: PSFC REPORT PSFC/JA-22-21<br><br>This work was supported by Commonwealth Fusion Systems and has been carried out within the framework of the EUROfusion Consortium, funded by the European Union via the Euratom Research and Training Programme (Grant Agreement No 101052200 — EUROfusion). Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the European Commission. Neither the European Union nor the European Commission can be held responsible for them.<br><br>If this record does not contain the full text, then the manuscript has been embargoed by the publisher thus restricting open access for 12 to 24 months after publication.
DOI: 10.5281/zenodo.13380285
title: Explainable few-shot learning workflow for detecting invasive and exotic tree species

description: This is the supporting dataset of research work: Explainable few-shot learning workflow for detecting invasive and exotic tree species. (Link to be added after the publication) In this research, we presents a workflow that tackles both challenges by proposing an explainable few-shot learning workflow for detecting invasive and exotic tree species in the Atlantic Forest of Brazil using Unmanned Aerial Vehicle (UAV) images. By integrating a Siamese network with explainable AI (XAI), the workflow enables the classification of tree species with minimal labeled data while providing visual, case-based explanations for the predictions.

The workflow is accessible in this GitHub repository (Link to be added after the publication). The required dataset of this workflow in provided in this Zenodo repository.

This dataset repository has the following contents





uav_img.zip: the UAV orthomosaic image (.tif) of the study area used in this research, with related metadata


tree_labels.zip: the labels of trees created by expert, available in .shp and .gpkg



cutouts.zip: tree cutouts used in this study. They are two sub-directories:



all_cutouts: all the candidated cutouts from three sources. See the README.md file insisde this folder for more information

selected cutout: the manually selected cutouts from all cutouts used for training.





training_pairs_20000.zarr.zip: training data created for base network traning. It is created by pairing the selected cutouts.


netflora.zip: Netflora workflow prediction results

optimized_models.zip: Optimized base models (shallow and deep) and refined models with different shots/fold setup.

n_fold_x_validation.zip: data pairs for refinement traing, with n fold and x valiation setup.
DOI: 10.5281/zenodo.13380286
title: Explainable few-shot learning workflow for detecting invasive and exotic tree species

description: cutouts.zip: all and selected cutouts

training_pairs.zip: paired augmented cutpouts
DOI: 10.5281/zenodo.13828036
title: Explainable few-shot learning workflow for detecting invasive and exotic tree species

description: cutouts.zip: all and selected cutouts

training_pairs.zip: paired augmented cutpouts
DOI: 10.5281/zenodo.13828591
title: Explainable few-shot learning workflow for detecting invasive and exotic tree species

description: This is the supporting dataset of research work: Explainable few-shot learning workflow for detecting invasive and exotic tree species. (Link to be added after the publication) In this research, we presents a workflow that tackles both challenges by proposing an explainable few-shot learning workflow for detecting invasive and exotic tree species in the Atlantic Forest of Brazil using Unmanned Aerial Vehicle (UAV) images. By integrating a Siamese network with explainable AI (XAI), the workflow enables the classification of tree species with minimal labeled data while providing visual, case-based explanations for the predictions. 

The workflow is accessible in this GitHub repository (Link to be added after the publication). The required dataset of this workflow in provided in this Zenodo repository.

This dataset repository has the following contents





uav_img.zip: the UAV orthomosaic image (.tif) of the study area used in this research, with related metadata


tree_labels.zip: the labels of trees created by expert, available in .shp and .gpkg



cutouts.zip: tree cutouts used in this study. They are two sub-directories:



all_cutouts: all the candidated cutouts from three sources. See the README.md file insisde this folder for more information

selected cutout: the manually selected cutouts from all cutouts used for training.





training_pairs.zip: training data created for base network traning. It is created by pairing the selected cutouts.