cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.6yenus
title: Occurrence Download

description: A dataset containing 6370 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stenopus hispidus (Olivier, 1811)"
 ]
}

 The dataset includes 6370 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011681-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qwe4xd
title: Occurrence Download

description: A dataset containing 169 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clupea pallasii Valenciennes, 1847",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 169 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011683-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u8sxbw
title: Occurrence Download

description: A dataset containing 4024 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Hancornia speciosa Gomes, Echites glaucus Roem. & Schult., Hancornia gardneri (A.DC.) Miers, Hancornia pubescens Nees & Mart., Willughbeia pubescens (Nees & Mart.) Mart.)"
 ]
}

 The dataset includes 4024 records from 184 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011682-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p8amjs
title: Occurrence Download

description: A dataset containing 83710 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Plantae)",
 "Country is New Zealand",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2024"
 ]
}

 The dataset includes 83710 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011680-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uu8fqq
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAC8463"
 ]
}

 The dataset includes 18 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011684-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12645711
title: Dataset: Assessing Immediate and Lasting Impacts of COVID-19-Induced Isolation on Green Space Usage Patterns

description: It includes the data for paper "Assessing Immediate and Lasting Impacts of COVID-19-Induced Isolation on Green Space Usage Patterns".
DOI: 10.15468/dl.fvyzwm
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alopias pelagicus Nakamura, 1935",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011685-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12626122
title: Data from: Denoising, Deblurring, and optical Deconvolution for cryo-ET and light microscopy with a physics-informed deep neural network DeBCR

description: Datasets deposition for a physics-informed deep learning model DeBCR for microscopy image restorations.

Leveraging optics-based physical models as its foundation, DeBCR model demonstrates superior performance in denoising, optical deconvolution, and more general deblurring (super-resolution, SR) tasks across both light microscopy (LM) and cryo-electron microscopy (EM) modalities.

To evaluate DeBCR on various image restoration tasks, several previously published datasets were assembled, pre-processed and provided as the following:



LM: 2D denoising (files: LM_2D_CARE_*.npz) - low/high exposure confocal dataset of Schmidtea mediterranea (Denoising_Planaria) from the publication of CARE network applied to fluorescent microscopy data (Weigert, Schmidt, Boothe et al., Nature Methods, 2018).

LM: 3D denoising (files: LM_3D_CARE_*.npz) - low/high exposure confocal dataset of Tribolium castaneum (Denoising_Triboleum) from the publication of CARE network applied to fluorescent microscopy data (Weigert, Schmidt, Boothe et al., Nature Methods, 2018).

LM: wide-field data deconvolution (SR) (files: WF_SIM_S.aureus_*.npz) - widefield/SIM dataset of Staphylococcus aureus from the deposition (Pereira & Pinho, Zenodo, 2021).

LM: confocal data deconvolution (SR) (files: CF_STED_FActin_*.npz) - confocal/STED dataset of F-actin from the deposition (Bouchard, Gagné & Lavoie-Cardinal, Zenodo, 2023).

EM: low-frequency denoising (files: EM_low_Tomo110_*.npz) - cryoET dataset of Chlamydomonas reinhardtii cilia (Tomo110) from the cryo-CARE publication (Buchholz et al., IEEE (ISBI), 2019).

EM: high-frequency denoising (files: EM_high_RyR1_*.npz) - cryoET dataset of native vesicles-embedded membrane protein RyR1 (EMPIAR-10452) from the publication (Sanchez, Zhang, Chen et al., Nat Commun, 2020).


and each include train (*_train.npz), test (*_test.npz), and validation (*_val.npz) parts.
DOI: 10.15468/dl.g724mh
title: Occurrence Download

description: A dataset containing 360 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stenopus scutellatus Rankin, 1898"
 ]
}

 The dataset includes 360 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011686-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12641855
title: The state-of-the-art machine learning model for Plasma Protein Binding Prediction: computational modeling with OCHEM and experimental validation

description: Institute of Materia Medica, Chinese Academy of Medical Sciences purchased 10,000 ChemDiv databases.
DOI: 10.5281/zenodo.12641856
title: The state-of-the-art machine learning model for Plasma Protein Binding Prediction: computational modeling with OCHEM and experimental validation

description: Institute of Materia Medica, Chinese Academy of Medical Sciences purchased 10,000 ChemDiv databases.
DOI: 10.15468/dl.8yyrau
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Balaenoptera edeni Anderson, 1879",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011688-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w4ypv9
title: Occurrence Download

description: A dataset containing 1678 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Tabernaemontana flavicans Willd. ex Roem. & Schult., Anartia flavicans (Willd. ex Roem. & Schult.) Miers, Anartia glabrata Miers, Anartia oblongifolia (A.DC.) Markgr., Anartia olivacea (Müll.Arg.) Markgr., Bonafousia latiflora Miers, Bonafousia oblongifolia (A.DC.) Miers, Bonafousia olivacea (Müll.Arg.) Miers, Taberna disparifolia Miers, Tabernaemontana oblongifolia A.DC., Tabernaemontana olivacea Müll.Arg.)"
 ]
}

 The dataset includes 1678 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011687-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ka8r6
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ADD4717"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011689-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.br9ufr
title: Occurrence Download

description: A dataset containing 4259 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "TaxonKey is Stratiomyidae"
 ]
}

 The dataset includes 4259 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011690-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7qhj9t
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nibea mitsukurii (Jordan & Snyder, 1900)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 37 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011691-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12646033
title: Comparing the Clinical Viability of Automated Fundus Image Segmentation Methods - Subjective Evaluation Results

description: A dataset contains answers collected through subjective evaluation presented in the paper Comparing the Clinical Viability of Automated Fundus Image Segmentation Methods.

Results are part of the doctoral thesis named: "A Methodology for Robustness Evaluation of Deep Learning Methods in Retinal Vessel Segmentation"
DOI: 10.5281/zenodo.12646034
title: Comparing the Clinical Viability of Automated Fundus Image Segmentation Methods - Subjective Evaluation Results

description: A dataset contains answers collected through subjective evaluation presented in the paper Comparing the Clinical Viability of Automated Fundus Image Segmentation Methods.

Results are part of the doctoral thesis named: "A Methodology for Robustness Evaluation of Deep Learning Methods in Retinal Vessel Segmentation"
DOI: 10.15468/dl.fx33r7
title: Occurrence Download

description: A dataset containing 632 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Malouetia cestroides (Nees ex Mart.) Müll.Arg., Malouetia arborea (Vell.) Miers, Echites arboreus Vell., Tabernaemontana cestroides Nees ex Mart.)"
 ]
}

 The dataset includes 632 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011692-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.md9fd7
title: Occurrence Download

description: A dataset containing 2073 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Netherlands",
 "Geometry POLYGON((4.52153 51.91573,4.52659 51.92333,4.52827 51.92588,4.52179 51.92689,4.51615 51.91899,4.51821 51.91732,4.52153 51.91573))"
 ]
}

 The dataset includes 2073 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011693-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mfsxv5
title: Occurrence Download

description: A dataset containing 367 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phocoena phocoena (Linnaeus, 1758)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 367 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011694-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.whqqzz
title: Occurrence Download

description: A dataset containing 5066 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stenorhynchus seticornis (Herbst, 1788)"
 ]
}

 The dataset includes 5066 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011695-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12610104
title: Combining sequential extractions with bulk and micro X-ray spectroscopy to elucidate iron and phosphorus speciation in sediments of an iron-treated peat lake

description: The data of sequential phosphorus and iron extractions and synchrotron-based bulk and micro-focused X-ray absorption spectroscopy performed on peaty freshwater lake sediments presented in Münch et al. (2024) submitted to Royal Chemical Society - Environmental Science: Impacts & Processes. Details on the samples and methods can be found in the manuscript and the Electronic Supplementary Information.
DOI: 10.5281/zenodo.12610105
title: Combining sequential extractions with bulk and micro X-ray spectroscopy to elucidate iron and phosphorus speciation in sediments of an iron-treated peat lake

description: The data of sequential phosphorus and iron extractions and synchrotron-based bulk and micro-focused X-ray absorption spectroscopy performed on peaty freshwater lake sediments presented in Münch et al. (2024) submitted to Royal Chemical Society - Environmental Science: Impacts & Processes. Details on the samples and methods can be found in the manuscript and the Electronic Supplementary Information.
DOI: 10.15468/dl.dg9enp
title: Occurrence Download

description: A dataset containing 329 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spermophilus pygmaeus (Pallas, 1778)"
 ]
}

 The dataset includes 329 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011697-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qhcdsv
title: Occurrence Download

description: A dataset containing 186 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Callionymus curvicornis Valenciennes, 1837",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 186 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011698-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9d5kqk
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cancer seticornis Herbst, 1788"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011700-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ngfhcj
title: Occurrence Download

description: A dataset containing 215 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Piper augustum Rudge, Piper immutatum Trel., Piper marsupiiferum Trel.)",
 "Year is greater than or equal to 2001",
 "Year is less than or equal to 2023",
 "Geometry POLYGON ((-82.3257 -20.0688, -67.0226 -20.0688, -67.0226 13.5325, -82.3257 13.5325, -82.3257 -20.0688))"
 ]
}

 The dataset includes 215 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011699-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r8ud7y
title: Occurrence Download

description: A dataset containing 1342 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Aspidosperma subincanum Mart., Aspidosperma subincanum var. tomentosum Müll.Arg., Macaglia subincana (Mart. ex A.DC.) Kuntze)"
 ]
}

 The dataset includes 1342 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011701-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12647296
title: ODM_models
DOI: 10.5281/zenodo.12647297
title: ODM_models
DOI: 10.15468/dl.4vq5j7
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptopodia sagittaria (Fabricius, 1793)"
 ]
}

 The dataset includes 13 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011702-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qrnpdg
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lamna ditropis Hubbs & Follett, 1947",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011703-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j3vrsn
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cancer sagittarius Fabricius, 1793"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011704-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12551305
title: Benchmark DEBORA: experimental and MCFD databank for high-pressure boiling pipe flow

description: DEBORA experimental and numerical databank associated to the benchmark : Assessment of MCFD compared to high-pressure boiling pipe flow measurements.

This repository contains experimental data used during the benchmark DEBORA, along with predictions from the different participants. The data comes with a script to load and manipulate the results in Python dictionnaries and a small tool to plot the figures from the electronic Supplement.

All the details describing this databank are given in the publication.
DOI: 10.5281/zenodo.12551306
title: Benchmark DEBORA: experimental and MCFD databank for high-pressure boiling pipe flow

description: DEBORA experimental and numerical databank associated to the benchmark : Assessment of MCFD compared to high-pressure boiling pipe flow measurements.

This repository contains experimental data used during the benchmark DEBORA, along with predictions from the different participants. The data comes with a script to load and manipulate the results in Python dictionnaries and a small tool to plot the figures from the electronic Supplement.

All the details describing this databank are given in the publication.
DOI: 10.15468/dl.j4tgt5
title: Occurrence Download

description: A dataset containing 829 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Puffinus griseus (Gmelin, 1789)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 829 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011706-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-241926
title: List of supervisors and bishops with jurisdiction, COGIC, Women's department, [s.d.]

description: [description english/roman)] List of supervisors and bishops with jurisdiction, Church of God in Christ, Department of Women, [s.d.]. Two different lists.
DOI: 10.15468/dl.5vge2u
title: Occurrence Download

description: A dataset containing 5190 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Deparia japonica (Thunb.) M.Kato",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5190 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037558-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dtd6jc
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Odontarrhena kavadarcensis (Micevski) Španiel, Al-Shehbaz, D.A.German & Marhold"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018223-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.arvn6w
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pristimantis gentryi (Lynch & Duellman, 1997)"
 ]
}

 The dataset includes 65 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005223-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-242196
title: John Wesley Wilson Memorial Institute (17th: 1994), syllabus

description: [description english/roman)] Syllabus for the 17th annual John Wesley Wilson Memorial Institute, "Preparting for the harvest", Church of God in Christ, South Carolina jurisdiction, Seraton Columbia Convention Center, Columbia, South Carolina, 1994 July 19-21.
DOI: 10.15468/dl.dn7qzr
title: Occurrence Download

description: A dataset containing 13421 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Reynoutria ×bohemica Chrtek & Chrtková",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 13421 records from 242 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155657-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-241503
title: Memphis city property taxes, COGIC, 1993

description: [description english/roman)] City property taxes, Church of God in Christ, Memphis, Tennessee, 1993.
DOI: 10.15468/dl.t3ww64
title: Occurrence Download

description: A dataset containing 253259 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cytisus scoparius (L.) Link",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 253259 records from 629 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025861-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.