cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.9upvvh
title: Occurrence Download

description: A dataset containing 1751 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Threatened Tree Species in the Philippines"
 ]
}

 The dataset includes 1751 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050644-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e84xq9
title: Occurrence Download

description: A dataset containing 509 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dictyophleba lucida (K.Schum.) Pierre"
 ]
}

 The dataset includes 509 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024182-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gnufne
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Portenschlagiella ramosissima (Port.) Tutin"
 ]
}

 The dataset includes 56 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008626-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rn8kst
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphorbia heldreichii Orph. ex Boiss."
 ]
}

 The dataset includes 82 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050658-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p79ht7
title: Occurrence Download

description: A dataset containing 188 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dipcadi brevifolium (Thunb.) Fourc."
 ]
}

 The dataset includes 188 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024226-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t63v9t
title: Occurrence Download

description: A dataset containing 6732 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parthenium hysterophorus L."
 ]
}

 The dataset includes 6732 records from 209 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008626-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e4ztxn
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platanthera mandarinorum Rchb.f.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is Japan"
 ]
}

 The dataset includes 35 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015180-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hzhmbr
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diospyros mweroensis F.White"
 ]
}

 The dataset includes 81 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024251-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cg0r8l
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hechtia tillandsioides (André) L.B.Sm."
 ]
}

 The dataset includes 26 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008627-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7beb7a
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Taeniophyllum glandulosum Blume",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is Japan"
 ]
}

 The dataset includes 45 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015166-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zc29rr
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dracaena perrotii (O.Warburg) Byng & Christenh."
 ]
}

 The dataset includes 37 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024024-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eczyxw
title: Occurrence Download

description: A dataset containing 28258 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vulpia bromoides (L.) Gray"
 ]
}

 The dataset includes 28258 records from 243 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008627-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h6nhj8
title: Occurrence Download

description: A dataset containing 4717 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Emberiza stewarti (Blyth, 1854)"
 ]
}

 The dataset includes 4717 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050676-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8bapru
title: Occurrence Download

description: A dataset containing 17976 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dictamnus albus L."
 ]
}

 The dataset includes 17976 records from 294 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024063-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u2e38g
title: Occurrence Download

description: A dataset containing 120 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Exocarpos menziesii Stauffer"
 ]
}

 The dataset includes 120 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050671-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uekpha
title: Occurrence Download

description: A dataset containing 39500 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Apodemus sylvaticus (Linnaeus, 1758)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 39500 records from 216 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008627-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xsyrea
title: Occurrence Download

description: A dataset containing 586 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is Sri Lanka",
 "DatasetKey is one of (iNaturalist Research-grade Observations, naturgucker, Macaulay Library Audio and Video Collection, Natural History Museum (London) Collection Specimens, Mammals housed at MHNG, Geneva, MSB Host Collection (Arctos), Mammalogy Collection - Royal Ontario Museum, BoBO - Botanic Garden and Botanical Museum Berlin Observations)",
 "HasCoordinate is true",
 "TaxonKey is Elephas maximus Linnaeus, 1758"
 ]
}

 The dataset includes 586 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028297-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1rr6hc
title: Occurrence Download

description: A dataset containing 3468 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Posidonia oceanica (L.) Delile"
 ]
}

 The dataset includes 3468 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008627-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5kkf3t
title: Occurrence Download

description: A dataset containing 4916 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Vochysia tucanorum Mart., Vochysia tucanorum var. fastigiata Mart., Vochysia tucanorum var. tucanorum, Vochysia fastigiata (Mart.) Warm.)"
 ]
}

 The dataset includes 4916 records from 171 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040736-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6et2hf
title: Occurrence Download

description: A dataset containing 9741 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Boodleaceae)"
 ]
}

 The dataset includes 9741 records from 207 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024103-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10971188
title: Exploring multiparametric single-cell morphological and phenotypic diversity in cell lines via imaging mass cytometry

description: Imaging Mass Cytometry Data as 32-bits single tiffs and Cellprofiler analysis pipelines from the manuscript :  Exploring multiparametric single-cell morphological and phenotypic diversity in cell lines via imaging mass cytometry
DOI: 10.5281/zenodo.14511171
title: Exploring multiparametric single-cell morphological and phenotypic diversity in cell lines via imaging mass cytometry

description: Imaging Mass Cytometry Data as 32-bits single tiffs and Cellprofiler analysis pipelines from the manuscript :  Exploring multiparametric single-cell morphological and phenotypic diversity in cell lines via imaging mass cytometry.

Uncompensated and CATALYST-compensated multi-tiff 32bits IMC data for each cell line along with their Cellprofiler single cell segmentation masks was added for Single Cell Experiment workflow comparative analysis.
DOI: 10.5281/zenodo.14996586
title: Exploring multiparametric single-cell morphological and phenotypic diversity in cell lines via imaging mass cytometry

description: Imaging Mass Cytometry Data as 32-bits single tiffs and Cellprofiler analysis pipelines from the manuscript :  Exploring multiparametric single-cell morphological and phenotypic diversity in cell lines via imaging mass cytometry.

Spectre high dimensional and correlation analysis workflows of breast cancer cell lines were added for (Fig6-7).

Spectre high dimensional analysis workflow of A431 skin carcinoma Cisplatin treatment was added for (Fig8).

Uncompensated and CATALYST-compensated multi-tiff 32bits IMC data for each cell line, their CellProfiler single cell segmentation masks, sample metadata, panels, FCS files and SCE objects were added for Single Cell Experiment workflow comparative analysis and compatibility with CYANUS.
DOI: 10.5281/zenodo.15164534
title: Replication Data for: "A simple model to facilitate fast humanitarian funding"

description: This Excel file contains the data, results, tables and charts for the paper "A simple model to facilitate fast humanitarian funding", forthcoming in the journal Disasters. Please see the README tab for more detailed information.
DOI: 10.5281/zenodo.15164535
title: Replication Data for: "A simple model to facilitate fast humanitarian funding"

description: This Excel file contains the data, results, tables and charts for the paper "A simple model to facilitate fast humanitarian funding", forthcoming in the journal Disasters. Please see the README tab for more detailed information.
DOI: 10.34965/i53404
title: 20245099_Bedon
DOI: 10.34965/i53384
title: 20245237
DOI: 10.34965/i53419
title: 20244065
DOI: 10.15468/dl.44fhf6
title: Occurrence Download

description: A dataset containing 4416 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Madia sativa Molina"
 ]
}

 The dataset includes 4416 records from 218 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007499-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15164480
title: Face Authenticity Detection

description: The work presents a passive face authenticity detection system designed for employee time registration system and the data presenting its performance. The system is implemented as a stacking committee of models. Each of the four models included in the committee recognizes whether the camera view shows the real face of a live person or whether the face is shown in a photo or video. These models include: a convolutional network and Bezel algorithm for detecting portable devices on which the face can be shown, face context analysis, and a convolutional network for image analysis. The outputs from these models are fed to the inputs of a neural network that makes the final decision.
DOI: 10.5281/zenodo.15164481
title: Face Authenticity Detection

description: The work presents a passive face authenticity detection system designed for employee time registration system and the data presenting its performance. The system is implemented as a stacking committee of models. Each of the four models included in the committee recognizes whether the camera view shows the real face of a live person or whether the face is shown in a photo or video. These models include: a convolutional network and Bezel algorithm for detecting portable devices on which the face can be shown, face context analysis, and a convolutional network for image analysis. The outputs from these models are fed to the inputs of a neural network that makes the final decision.
DOI: 10.15468/dl.rsy28j
title: Occurrence Download

description: A dataset containing 4747 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Material citation, Specimen, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "TaxonKey is Platyrrhinus helleri (Peters, 1866)"
 ]
}

 The dataset includes 4747 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007500-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.45jzme
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is Belize",
 "DatasetKey is one of (The New York Botanical Garden Herbarium (NY), Tropicos MO Specimen Data, Natural History Museum (London) Collection Specimens, Digitalización y Sistematización de las Colecciones Biológicas Nacionales del Instituto de Biología, UNAM (Plantas vasculares), NMNH Extant Specimen Records (USNM, US), Edinburgh (E) Herbarium Specimens, Tropicos Specimens Non-MO)",
 "OccurrenceStatus is Present",
 "TaxonKey is Crossopetalum rhacoma Crantz"
 ]
}

 The dataset includes 11 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007501-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4bs4v3
title: Occurrence Download

description: A dataset containing 4781 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Pinus pseudostrobus Lindl."
 ]
}

 The dataset includes 4781 records from 159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007502-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k38tm8
title: Occurrence Download

description: A dataset containing 8929 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Asparagopsis armata Harv."
 ]
}

 The dataset includes 8929 records from 166 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007504-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8hu3wb
title: Occurrence Download

description: A dataset containing 539 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oxychloe andina Phil."
 ]
}

 The dataset includes 539 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007506-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kw9jzd
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crataegus enderbyensis J.B.Phipps & O'Kennon"
 ]
}

 The dataset includes 64 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007505-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mwn5e2
title: Occurrence Download

description: A dataset containing 212016 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Material citation, Human Observation, Material sample, Living Specimen, Occurrence evidence, Machine Observation)",
 "OccurrenceStatus is Present",
 "StateProvince is one of (Santander dept., Santander, Santander Sur)",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 212016 records from 254 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007494-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14032035
title: Modeling Protein Conformations by Guiding AlphaFold2 with Distance Distributions. Application to Double Electron Electron Resonance (DEER) Spectroscopy.

description: We describe a modified version of AlphaFold2 that incorporates experiential distance distributions into the network architecture for protein structure prediction.  Harnessing the OpenFold platform, we fine-tuned AlphaFold2 on a small number of structurally dissimilar proteins to explicitly model distance distributions between spin labels determined from Double Electron-Electron Resonance (DEER) spectroscopy. We demonstrate the performance of the modified AlphaFold2, referred to as DEERFold, in switching the predicted conformations guided by experimental or simulated distance distributions. Remarkably, the intrinsic performance of AlphaFold2 substantially reduces the number and the accuracy of the widths of the distributions needed to drive conformational selection thereby increasing the experimental throughput. The blueprint of DEERFold can be generalized to other experimental methods where distance constraints can be represented by distributions.
DOI: 10.5281/zenodo.15147304
title: Modeling Protein Conformations by Guiding AlphaFold2 with Distance Distributions. Application to Double Electron Electron Resonance (DEER) Spectroscopy.

description: We describe a modified version of AlphaFold2 that incorporates experiential distance distributions into the network architecture for protein structure prediction.  Harnessing the OpenFold platform, we fine-tuned AlphaFold2 on a small number of structurally dissimilar proteins to explicitly model distance distributions between spin labels determined from Double Electron-Electron Resonance (DEER) spectroscopy. We demonstrate the performance of the modified AlphaFold2, referred to as DEERFold, in switching the predicted conformations guided by experimental or simulated distance distributions. Remarkably, the intrinsic performance of AlphaFold2 substantially reduces the number and the accuracy of the widths of the distributions needed to drive conformational selection thereby increasing the experimental throughput. The blueprint of DEERFold can be generalized to other experimental methods where distance constraints can be represented by distributions.
DOI: 10.15468/dl.4w7zh5
title: Occurrence Download

description: A dataset containing 24319 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phaseolus lunatus L."
 ]
}

 The dataset includes 24319 records from 311 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007508-250402121839773/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/11302225
title: Antutu Benchmark
DOI: 10.15468/dl.n2hsrc
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is 30ff48bd-4dd1-429d-a5a5-348c8e5fbfb1",
 "TaxonKey is Diabrotica speciosa Germar, 1824"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007510-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15164572
title: NLSE_W/WO_TOD_400samples

description: NLSE simulations with and without third-order-dispersion under 400 different inputs. It contains typical behaviors like soliton, breather, splitting-merging effect and Cherenkov radiations.To use the data, check the link: https://github.com/ZhiweiFan94/PDEBase/tree/main/NLSE
DOI: 10.5281/zenodo.15164573
title: NLSE_W/WO_TOD_400samples

description: NLSE simulations with and without third-order-dispersion under 400 different inputs. It contains typical behaviors like soliton, breather, splitting-merging effect and Cherenkov radiations.To use the data, check the link: https://github.com/ZhiweiFan94/PDEBase/tree/main/NLSE