cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.tp7ma2
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fulvetta ruficapilla",
 "Country is one of (Myanmar, Thailand, Lao People’s Democratic Republic, Cambodia, Viet Nam, Malaysia)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025667-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pf3pj3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amphibia",
 "Geometry POLYGON ((55.2639 -5.3728, 55.1382 -5.4732, 55.1382 -6.2691, 55.1926 -6.3322, 55.5629 -6.3372, 55.8543 -6.0446, 55.8653 -5.7146, 55.6359 -5.426, 55.2639 -5.3728))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025666-250827131500795/datasets/export for details.
DOI: 10.15468/dl.umtmg7
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia engelmannii",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 61 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025669-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17053493
title: Experimental files for Influence of radiation spectral characteristics on the  accuracy of optical coherence tomography (oct) using a  laser-plasma source of soft x-rays and extreme ultraviolet.

description: An analysis of specific spectra manipulation and its metrological consequences for optical coherence tomography (OCT) in the nanometre wavelength range using a laser-plasma source of soft X-rays (SXR) and extreme ultraviolet (EUV). The focus is on extending the recorded spectra, predominantly through the stitching method. A model spectrum is used to validate the technique and transparently demonstrate the behaviour of the stitched spectral components. The model is followed by processing the experimental data and demonstrating two possible destructive factors for data processing. The first is an unbalanced spectrum. Although spectral extension toward higher photon energies significantly improves spatial resolution, it appears to be a second destructive factor. The results presented also highlighted certain technological and physical issues related to the material properties of the sample, such as potential plasmonic effects. Consequently, the results, although offering much greater flexibility and ability to adjust the final spectrum and providing better reconstruction, also recommend caution in the scope and choice of the applied modification method.

The dataset contains physical and optical parameters of materials, in the extreme ultraviolet regime, used in the experiment and simulations for OCT measurements. It includes experimental spectrometer data obtained using OCT experimental set up for SXR and EUV radiation.  It has reflectivity files of modelled Au layers (5 nm and 10 nm) buried in the silicon substrate after correction resulting from material dispersion.  It contains all the figures used in the article as results.

Work supported by the National Science Centre, Poland, Preludium Project Grant Agreement No. UMO-2021/41/N/ST7/03198
DOI: 10.5281/zenodo.17053494
title: Experimental files for Influence of radiation spectral characteristics on the  accuracy of optical coherence tomography (oct) using a  laser-plasma source of soft x-rays and extreme ultraviolet.

description: An analysis of specific spectra manipulation and its metrological consequences for optical coherence tomography (OCT) in the nanometre wavelength range using a laser-plasma source of soft X-rays (SXR) and extreme ultraviolet (EUV). The focus is on extending the recorded spectra, predominantly through the stitching method. A model spectrum is used to validate the technique and transparently demonstrate the behaviour of the stitched spectral components. The model is followed by processing the experimental data and demonstrating two possible destructive factors for data processing. The first is an unbalanced spectrum. Although spectral extension toward higher photon energies significantly improves spatial resolution, it appears to be a second destructive factor. The results presented also highlighted certain technological and physical issues related to the material properties of the sample, such as potential plasmonic effects. Consequently, the results, although offering much greater flexibility and ability to adjust the final spectrum and providing better reconstruction, also recommend caution in the scope and choice of the applied modification method.

The dataset contains physical and optical parameters of materials, in the extreme ultraviolet regime, used in the experiment and simulations for OCT measurements. It includes experimental spectrometer data obtained using OCT experimental set up for SXR and EUV radiation.  It has reflectivity files of modelled Au layers (5 nm and 10 nm) buried in the silicon substrate after correction resulting from material dispersion.  It contains all the figures used in the article as results.

Work supported by the National Science Centre, Poland, Preludium Project Grant Agreement No. UMO-2021/41/N/ST7/03198
DOI: 10.15468/dl.f2vk7r
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia engelmannii",
 "Country is Botswana",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025670-250827131500795/datasets/export for details.
DOI: 10.15468/dl.5y8s2n
title: Occurrence Download

description: A dataset containing 154408 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dactylorhiza fuchsii"
 ]
}

 The dataset includes 154408 records from 638 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025588-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j7d8d2
title: Occurrence Download

description: A dataset containing 358 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia engelmannii",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 358 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025671-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17053657
title: Stress-strain characteristics of MRE samples with various particle fillings

description: Dataset contains data from stress-strain uniaxial measurement of MRE filled with selected magnetic particle fillings:

1) No filler, pure DragonSkin Fx-pro

2) strontium ferrite, SF-D360

3) ferrosilicon powder, Fe85Si15

4) Carbonyl Iron, Type HS

5) Carbonyl Iron, Type SQ

The results are measured in relative deformation epsilon, where 0 is no deformation, compared to the given reference length.

The stress is calculated as the division of applied force and circular cross-section surface given by the reference diameter.
DOI: 10.5281/zenodo.17053658
title: Stress-strain characteristics of MRE samples with various particle fillings

description: Dataset contains data from stress-strain uniaxial measurement of MRE filled with selected magnetic particle fillings:

1) No filler, pure DragonSkin Fx-pro

2) strontium ferrite, SF-D360

3) ferrosilicon powder, Fe85Si15

4) Carbonyl Iron, Type HS

5) Carbonyl Iron, Type SQ

The results are measured in relative deformation epsilon, where 0 is no deformation, compared to the given reference length.

The stress is calculated as the division of applied force and circular cross-section surface given by the reference diameter.
DOI: 10.15468/dl.8tnd8p
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sparmannia ricinocarpa",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025672-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mfe3g2
title: Occurrence Download

description: A dataset containing 5648 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amphibia",
 "Geometry POLYGON ((55.286 -5.2478, 55.7601 -5.2525, 56.3854 -4.8393, 56.3853 -4.1433, 55.9472 -3.3831, 55.1382 -3.2684, 55.1382 -5.0908, 55.286 -5.2478))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)"
 ]
}

 The dataset includes 5648 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025674-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.easbvg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Achnanthes, Psammothidium, Achnanthes crassa, , Achnanthes standeri, Achnanthes subaffinis, Achnanthes swazi, Achnanthidium, , Achnanthidium biasolettianum, Achnanthidium exiguum, Achnanthidium macrocephalum, Achnanthidium saprophilum, Actinotaenium, Adlafia, Adlafia bryophila, Ammatoidea, , Amphora, Frustulia, Amphora fontinalis, , , Amphora normanii, Amphora ovalis, Amphora pediculus, Amphora strigosa, Amphora veneta, Anabaena flosaquae, Anabaena, Ankistrodesmus, Apatococcus, Aphanocapsa, Aphanothece, Asterionella, Asterionella formosa, Audouinella, Aulacoseira, Bacillaria, Batrachospermum, Brachysira, Brachysira brebissonii, Brachysira neoxilis, Brachysira wygaschii, Brachysira zellensis, Bulbochaete, Caloneis, Caloneis bacillum, , Calothrix, Capartogramma, , Chaetosphaeridium, Chamaesiphon, Characiopsis, Chlamydomonas, Chlorella, Chlorella saccharophila, Chlorobotrys, Chlorosarcina, Chroococcus, Chroococcus minutus, Chroodactylon, Cladophora glomerata, Cladophora, Closterium, Closterium abruptum, Closterium lineatum, Cocconeis, Cocconeis engelbrechtii, Cocconeis pediculus, Cocconeis placentula, , Coelosphaerium, Coenochloris, Coenococcus, Coenocystis, Cosmarium, Cosmarium tinctum, Craticula accomoda, Craticula, Craticula ambigua, Craticula halophila, Craticula molestiformis, Craticula vixnegligenda, Crucigenia, Cryptomonas, Ctenophora pulchella, Ctenophora, , Cyclostephanos, Cyclotella meneghiniana, Cyclotella, Cyclotella ocellata, Cylindrocapsa, Cylindrocystis, Cylindrospermum, Cymatopleura, )",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.628 -23.023,35.6007 -22.9702,35.6007 -23.165,35.628 -23.023))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025677-250827131500795/datasets/export for details.
DOI: 10.15468/dl.xt3nep
title: Occurrence Download

description: A dataset containing 12220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Telekia speciosa"
 ]
}

 The dataset includes 12220 records from 153 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025673-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/d86s-6s20
title: "PGA-Stereo: Robust Stereo Matching by Fusing Monocular Semantic Priors with Mixture-of-Experts Aggregation"

description: "The core bottlenecks hindering the real-world deployment of stereo matching are the inherent matching ambiguity in ill-posed regions, such as reflective and texture-less surfaces, and the lack of robustness under physical degradation scenarios, like sensor failures. While recent methods leverage semantic priors from monocular Vision Foundation Models (VFMs), their inherent deficiency in geometric constraints, coupled with the fragility of a unimodal architecture, fails to fundamentally address these challenges. We therefore propose PGA-Stereo, a novel unified framework for stereo matching that, for the first time, synergizes monocular and binocular depth estimation within a single architecture. In our framework, a Prior-Guided Feature Modulator (PGFM) leverages monocular semantic priors as conditional guidance to enhance the discriminability of binocular geometric features at the feature fusion stage. To improve the adaptability of cost aggregation, we devise an Adaptive Expert Cost Aggregation Module (AECAM) that performs scene-aware, expert-based processing for ill-posed regions characterized by distinct information biases. Moreover, to counteract the potential loss of information in critical regions during iterative optimization, a Dynamic Fusion Optimization Module (DFOM) adaptively integrates multi-source expert information within a ConvGRU-based iterative update scheme, enabling efficient disparity refinement. Extensive experiments demonstrate that PGA-Stereo is highly effective for ill-posed scenarios and exhibits superior generalization capabilities in real-world settings. At the time of submission, PGA-Stereo was recognized as the leading method among all published approaches on the KITTI 2012 Reflective benchmark. PGA-Stereo establishes a new state-of-the-art (SOTA) on the KITTI 2015 benchmark, achieving a 3-pixel outlier rate of 2.25% in foreground regions (D1-fg) and outperforming IGEV-Stereo by 15.73%. "
DOI: 10.15468/dl.9px2ss
title: Occurrence Download

description: A dataset containing 26192107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-94.59886 -13.3318,-69.01561 -13.3318,-69.01561 3.75203,-94.59886 3.75203,-94.59886 -13.3318))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 26192107 records from 3143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025500-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tnpzac
title: Occurrence Download

description: A dataset containing 44527 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The birds collection (ZO) of the Muséum national d'Histoire Naturelle (MNHN - Paris)"
 ]
}

 The dataset includes 44527 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083211-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6yc7uj
title: Occurrence Download

description: A dataset containing 656617 species occurrences available in GBIF matching the query:
{
 "or" : [
 "Country is Haiti",
 "Country is Dominican Republic"
 ]
}

 The dataset includes 656617 records from 678 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009107-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rrq3hh
title: Occurrence Download

description: A dataset containing 334 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Brotogeris versicolurus (Statius Muller, 1776)"
 ]
}

 The dataset includes 334 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040222-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8u85fn
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((112.32861 23.95679,113.20752 23.02515,114.15674 22.7439,116.47705 23.35913,117.8877 24.4292,119.13135 25.80249,120.1333 27.2439,120.44971 29.68726,119.46533 32.23608,117.18018 32.85132,115.36963 32.85132,113.96338 32.71069,112.06494 32.11304,111.01025 28.89624,111.23877 26.61108,111.2915 25.64429,112.32861 23.95679))",
 "TaxonKey is Cochoa viridis Hodgson, 1836"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040131-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8w9cws
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Italy",
 "DatasetKey is NMNH Extant Specimen Records (USNM, US)",
 "TaxonKey is Salix amplexicaulis Bory"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0293561-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vd4ps8
title: Occurrence Download

description: A dataset containing 443 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is South America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Solanum elaeagnifolium Cav."
 ]
}

 The dataset includes 443 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027529-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wxpbsk
title: Occurrence Download

description: A dataset containing 1392 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Specimen"
 ]
 },
 {
 "or" : [
 "Country is United States of America",
 "Country is Mexico",
 "Country is Guatemala",
 "Country is Belize",
 "Country is El Salvador",
 "Country is Honduras",
 "Country is Nicaragua",
 "Country is Costa Rica",
 "Country is Panama"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Mesembryanthemum crystallinum L."
 ]
}

 The dataset includes 1392 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041142-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uczzxa
title: Occurrence Download

description: A dataset containing 10677843 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-7.9462 35.6723,-0.52892 36.41795,6.10911 40.18543,3.48212 41.51865,-11.09037 38.8877,-7.9462 35.6723))",
 "HasCoordinate is true",
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10677843 records from 226 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023528-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gk2tmh
title: Occurrence Download

description: A dataset containing 12646 species occurrences available in GBIF matching the query:
{
 "GadmGid" : [
 "is BRA.9.93_1"
 ]
}

 The dataset includes 12646 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0282634-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.miqide
title: Occurrence Download

description: A dataset containing 1440 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alyxia ruscifolia R.Br.",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1440 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041146-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ju5eh
title: Occurrence Download

description: A dataset containing 8308 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gomphrena serrata L."
 ]
}

 The dataset includes 8308 records from 318 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056692-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pmwc4h
title: Occurrence Download

description: A dataset containing 3028639 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-106.81458 18.24829,-101.06873 18.24829,-101.06873 22.48901,-106.81458 22.48901,-106.81458 18.24829))"
 ]
}

 The dataset includes 3028639 records from 958 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0282633-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ktmfww
title: Occurrence Download

description: A dataset containing 239 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "DatasetKey is Auburn University Museum of Natural History Entomology"
 ]
}

 The dataset includes 239 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030050-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p8ukes
title: Occurrence Download

description: A dataset containing 54577 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Streptopelia decaocto (Frivaldszky, 1838)",
 "Year is greater than 2013",
 "Geometry MULTIPOLYGON (((19.51 47.46,19.51 36.21,6.41 36.21,6.41 47.46,19.51 47.46)))"
 ]
}

 The dataset includes 54577 records from 168 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037541-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.