cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.zqqrb2
title: Occurrence Download

description: A dataset containing 720 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parasenecio hastatus (L.) H.Koyama",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is Japan"
 ]
}

 The dataset includes 720 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011140-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.25909150
title: Datasets and notebooks for reproducibility of manuscript "Exploring de-anonymization risks in PET imaging: Insights from a comprehensive analysis of 853 patient scans"

description: This folder contains everything needed to reproduce the figures from our paper.<b>/notebooks</b>The /notebooks folder contains the code that generated our figures.Results_Denoising.ipynb can be used to reproduce Figure 3, which represents our landmark placement performance with and without denoising step. We also plot the training and validation losses across all folds of our denoising model.Landmark_matching.ipynb can be used to reproduce Figure 4, which illustrates the performance of our landmark matching step between PETs and CTs. This step is a proxy for face detection in the absence of ground truth patient faces, as described in our manuscript.<b>/data</b>This folder contains all the data necessary to reproduce the figures. This data is used in the notebooks. /data/training_metrics contains .npy and .csv files with raw training data (training and validation losses per fold), as well as evaluation metrics such as our normalized version of the Mean Absolute Distance between ground truth landmarks (on CTs) and PET landmarks ( quality_5_fold.csv ), as well as the pourcentage of well placed landmarks before and after denoising ( perc_5_fold.csv )./data/landmarks contains the raw coordinates of each landmark on each morphological reconstruction (that we could not share as it would breach our Data Usage Agreement as explained in the Methods section of our paper) per fold. /data/nearest_neigh_landmarks_repositioning contains the distance matrix from each PET to each CT according to our landmark matching metric for each fold x in [1,5] , with ( distances_fold{x}_aligned.npy ) and without alignement ( distances_fold{x}.npy ).
DOI: 10.15468/dl.g5dqnw
title: Occurrence Download

description: A dataset containing 43619 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myliobatidae",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 43619 records from 152 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013886-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uf8yhx
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Machine Observation"
 ]
 },
 "Geometry POLYGON((-65.83008 -60.19616,-16.34766 -60.67318,-15.11719 -42.81152,-13.71094 -12.89749,-31.28906 10.83331,-43.24219 24.84657,-38.32031 36.87962,-25.83984 65.58572,-36.38672 67.54217,-47.63672 67.54217,-68.68652 67.25506,-69.16992 65.54937,-77.21191 64.68032,-78.00293 63.33241,-77.3877 62.20651,-72.68555 59.04055,-70.13672 53.85253,-76.24512 48.95137,-78.83789 41.83683,-82.44141 37.30028,-95.80078 33.57801,-101.77734 27.21556,-98.10791 18.16673,-94.81201 17.28771,-90.06592 14.96601,-87.60498 15.00846,-85.18799 13.94473,-84.35303 10.2933,-82.33154 8.68964,-81.10107 8.47237,-80.52979 8.6462,-79.29932 9.25394,-78.46436 8.9936,-77.03613 7.4932,-69.60937 2.1089,-50.97656 -14.26438,-68.99414 -40.5138,-72.1582 -51.01375,-68.4668 -54.41893,-65.83008 -60.19616))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pentamera pulcherrima Ayres, 1852"
 ]
}

 The dataset includes 80 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0197429-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a5dw7y
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ardisia colorata Link"
 ]
}

 The dataset includes 109 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011088-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fpvpjz
title: Occurrence Download

description: A dataset containing 19234 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Urotrygonidae",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 19234 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013884-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rszfmy
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Hypochaeris sonchoides Kunth"
 ]
}

 The dataset includes 116 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121488-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m2gx33
title: Occurrence Download

description: A dataset containing 1140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eristalis tenax (Linnaeus, 1758)",
 "Country is one of (Denmark)"
 ]
}

 The dataset includes 1140 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058828-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.332t3s
title: Occurrence Download

description: A dataset containing 1047 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Vigna angularis (Willd.) Ohwi & H.Ohashi",
 "Year 1970-2020"
 ]
}

 The dataset includes 1047 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0098820-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hauwpg
title: Occurrence Download

description: A dataset containing 1373 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psammomys Cretzschmar, 1828"
 ]
}

 The dataset includes 1373 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013895-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.muwe73
title: Occurrence Download

description: A dataset containing 1680 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 7.31655820940313",
 "DecimalLongitude is less than 7.31961776258753",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 1680 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005034-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.riyurm
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agathis beccarii Warb."
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013915-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s7y8g7
title: Occurrence Download

description: A dataset containing 325 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Todiramphus cinnamominus (Swainson, 1821)"
 ]
}

 The dataset includes 325 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058831-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gcdsju
title: Occurrence Download

description: A dataset containing 32482 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "TaxonKey is Gyps fulvus (Hablizl, 1783)"
 ]
}

 The dataset includes 32482 records from 130 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123208-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bsoljo
title: Occurrence Download

description: A dataset containing 2788 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gymnuridae",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2788 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013888-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sv5u3g
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ozotoceros bezoarticus (Linnaeus, 1758)"
 ]
}

 The dataset includes 70 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121485-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x7ak39
title: Occurrence Download

description: A dataset containing 1686 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 7.34103463487829",
 "DecimalLongitude is less than 7.34409418806269",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 1686 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005067-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5gtqan
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Plantae",
 "Year is 1814"
 ]
}

 The dataset includes 105 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0199022-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wv0jfa
title: Occurrence Download

description: A dataset containing 20097 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gerbilliscus Thomas, 1897"
 ]
}

 The dataset includes 20097 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013858-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g8dufk
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anisostachya spatulata Benoist"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005046-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7wvdkj
title: Occurrence Download

description: A dataset containing 368853 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Naturalis Biodiversity Center (NL) - Museum collection digitized at storage unit level"
 ]
}

 The dataset includes 368853 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108382-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kei3ep
title: Occurrence Download

description: A dataset containing 8263 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Urolophidae",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8263 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013885-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3yj5fp
title: Occurrence Download

description: A dataset containing 504 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amelanchier sinica (C.K.Schneid.) Chun"
 ]
}

 The dataset includes 504 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005047-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.muzhbc
title: Occurrence Download

description: A dataset containing 4083 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "Geometry POLYGON((-84.47197 9.83718,-83.9184 9.83076,-83.92963 10.19981,-84.46074 10.20623,-84.47197 9.83718))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is VU"
 ]
}

 The dataset includes 4083 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041573-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ocigqp
title: Occurrence Download

description: A dataset containing 19234 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Urotrygonidae",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 19234 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013887-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.usud8n
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Austrolebias univentripinnis Costa & Cheffe, 2005"
 ]
}

 The dataset includes 16 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117062-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.62nbye
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Andrachne maroccana Ball"
 ]
}

 The dataset includes 116 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005070-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ufeg4b
title: Occurrence Download

description: A dataset containing 2788 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gymnuridae",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2788 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013876-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9nuaey
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Geometry POLYGON((-95.38478 37.64229,-58.61522 37.64229,-58.61522 52.35771,-95.38478 52.35771,-95.38478 37.64229))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cardamine maxima (Nutt.) A.W.Wood"
 ]
}

 The dataset includes 74 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117065-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qfbhdu
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aleurotulus anthuricola Nakahara, 1989)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041574-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.axczkn
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amellus flosculosus DC."
 ]
}

 The dataset includes 66 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005073-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1eob8w
title: Occurrence Download

description: A dataset containing 8263 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Urolophidae",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8263 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013889-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cr7zp8
title: Occurrence Download

description: A dataset containing 954 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Treculia africana Decne. ex Trécul"
 ]
}

 The dataset includes 954 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0098829-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6lr8r5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "ScientificName" : [
 "is Guadua angustifolia"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024861-180131172636756/datasets/export for details.
DOI: 10.15468/dl.8gehm4
title: Occurrence Download

description: A dataset containing 164 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pteronia hirsuta L.fil."
 ]
}

 The dataset includes 164 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058823-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3c63xq
title: Occurrence Download

description: A dataset containing 358249426 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Specimen, Living Specimen, Occurrence evidence, Material sample, Human Observation, Machine Observation, Fossil)",
 "Geometry POLYGON((-94.33716 32.41152,-130.87378 45.37613,-112.40904 17.87545,-85.69407 -2.94651,-52.30038 17.48257,-94.33716 32.41152))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 358249426 records from 6209 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005041-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccv4mvf
title: CCDC 779025: Experimental Crystal Structure Determination

description: Related Article: Jin-Zhong Gu, Dong-Yu Lv, Zhu-Qing Gao, Jian-Zhao Liu, Wei Dou|2011|Transition Met.Chem.|36|53|doi:10.1007/s11243-010-9433-3
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccvbt32
title: CCDC 784954: Experimental Crystal Structure Determination

description: Related Article: M.El-khateeb, T.M.A.Jazzazi, H.Gorls, T.M.A.Al-Shboul, M.Westerhausen|2011|Transition Met.Chem.|36|29|doi:10.1007/s11243-010-9430-6
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.