cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.r9xmxa
title: Occurrence Download

description: A dataset containing 22193459 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Passer domesticus (Linnaeus, 1758)"
 ]
}

 The dataset includes 22193459 records from 5208 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009665-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17548727
title: Supplementary Material for "Produced water imprints in groundwaters predicted vulnerable to spills from shale gas development"

description: SUPPLEMENTARY MATERIAL FOR

Title: "Produced water imprints in groundwaters predicted vulnerable to spills from shale gas development"Authors: Mario A. Soriano Jr., Joshua L. Warren, Yingcan Cathy Wang, David van Velden, Shuqi Lin, Reed M. Maxwell, and James E. SaiersJournal: Published article doi: 

CONTENTS

[1] pathline_histogram.nb.html - R Markdown Notebook documenting code for pathline histogram visualization (Figure 2 in journal manuscript)

[2] regression_and_sensitivity_analysis.nb.html - R Markdown Notebook documenting code for statistical analysis (including analysis for Table 1 and Supplementary Table 2)

[3] Sample_MODFLOW_MODPATH_Simulation.zip - Zip file containing Jupyter Notebook and sample input files for running MODFLOW groundwater flow and MODPATH particle tracking simulations.

[4] V_pop_hexpoly.zip - Zip file containing shapefile of groundwater dependent populations served by domestic wells in locations highly vulnerable (V ≥ 0.5) to groundwater contamination from unconventional oil and gas development. Shown as Figure 3 in journal manuscript. Attributes: Population - Total vulnerable population within hexagon (number of individuals); Pct_TotPop - Total vulnerable population divided by Total population within hexagon (%); V_mean - Mean vulnerability to all UOGD, aggregated from original 250-m x 250-m grid computations; n_UOG - Number of UOGD wells within hexagon; n_spill - Number of UOGD spills within hexagon
DOI: 10.5281/zenodo.18234634
title: Supplementary Material for "Produced water imprints in groundwaters predicted vulnerable to spills from shale gas development"

description: SUPPLEMENTARY MATERIAL FOR

Title: "Produced water imprints in groundwaters predicted vulnerable to spills from shale gas development"Authors: Mario A. Soriano Jr., Joshua L. Warren, Yingcan Cathy Wang, David van Velden, Shuqi Lin, Reed M. Maxwell, and James E. SaiersJournal: Published article doi: 

CONTENTS

[1] pathline_histogram.nb.html - R Markdown Notebook documenting code for pathline histogram visualization (Figure 2 in journal manuscript)

[2] regression_and_sensitivity_analysis.nb.html - R Markdown Notebook documenting code for statistical analysis (including analysis for Table 1 and Supplementary Table 2)

[3] Sample_MODFLOW_MODPATH_Simulation.zip - Zip file containing Jupyter Notebook and sample input files for running MODFLOW groundwater flow and MODPATH particle tracking simulations.

[4] V_pop_hexpoly.zip - Zip file containing shapefile of groundwater dependent populations served by domestic wells in locations highly vulnerable (V ≥ 0.5) to groundwater contamination from unconventional oil and gas development. Shown as Figure 3 in journal manuscript. Attributes: Population - Total vulnerable population within hexagon (number of individuals); Pct_TotPop - Total vulnerable population divided by Total population within hexagon (%); V_mean - Mean vulnerability to all UOGD, aggregated from original 250-m x 250-m grid computations; n_UOG - Number of UOGD wells within hexagon; n_spill - Number of UOGD spills within hexagon
DOI: 10.5281/zenodo.18224045
title: Digitized Copies of the Zurich Overnight Visitor Logs ("Nachtzedel") 11 Years between 1780-1792

description: This dataset contains digital copies - JPEG image files  - of the "Zürcher Nachtzedel" (overnight visitor logs = Fremdenliste). Due to conservation issues some years are not yet digitized. Present in the data set are: 1780, 1781, 1782, 1783, 1784, 1785, 1787, 1788, 1790,1791,1792.
DOI: 10.5281/zenodo.14132981
title: Digitized Copies of the Zurich Overnight Visitor Logs ("Nachtzedel") 11 Years between 1780-1792

description: This dataset contains digital copies - JPEG image files  - of the "Zürcher Nachtzedel" (overnight visitor logs = Fremdenliste). Due to conservation issues some years are not yet digitized. Present in the data set are: 1780, 1781, 1782, 1783, 1784, 1785, 1787, 1788, 1790,1791,1792.
DOI: 10.15468/dl.cxsx9q
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076008-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cnbmrt
title: Occurrence Download

description: A dataset containing 1477221148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1477221148 records from 25827 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072417-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ecgshp
title: Occurrence Download

description: A dataset containing 28142 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Marcgraviaceae"
 ]
}

 The dataset includes 28142 records from 358 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014958-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/vv88-6k23
title: "UAVIDS-2025: A Benchmark Dataset for Intrusion Detection in UAV Networks Using Machine Learning Techniques"

description: "Abstract \/ Dataset DescriptionUAVIDS-2025 is a comprehensive benchmark dataset designed for evaluating intrusion detection systems (IDS) in UAV (Unmanned Aerial Vehicle) swarm networks. The dataset was generated through extensive simulations using the NS-3.24 network simulator, with realistic UAV mobility modeled by an extended BOID algorithm. It includes 122,171 labeled flow records across five traffic categories: Normal, Blackhole, Flooding, Sybil, and Wormhole attacks.Each data sample represents a network flow characterized by 22 features, grouped into connection, traffic volume, and performance metrics. The simulations were configured with IEEE 802.11ac wireless standards, AODV routing, and a Nakagami channel model to ensure realism. This dataset enables the evaluation of machine learning-based IDS under various scenarios, including imbalanced attack distributions and swarm mobility.The dataset supports research in:Supervised\/unsupervised intrusion detectionFederated learning and decentralized securityAdversarial robustness and synthetic data generationUAVIDS-2025 is intended to provide a reproducible, scalable, and diverse testbed for the research community working on the security of UAV networks."
DOI: 10.15468/dl.3f3uz6
title: Occurrence Download

description: A dataset containing 53515 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Lygodiaceae"
 ]
}

 The dataset includes 53515 records from 606 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014941-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hhz5a3
title: Occurrence Download

description: A dataset containing 78495 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Magnoliaceae"
 ]
}

 The dataset includes 78495 records from 739 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014949-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/vgl-6dp-q1q
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/exv-9v2-j4b
title: Odontaspis

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gc3-taq-hh0
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d84-b11-13v
title: Thurmanniceras

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n12-kex-43j
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7fy-3jk-xaa
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kqw-3mc-tw7
title: Galeus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dte-err-z4v
title: †Ptychophylloceras ptychoicum (Quenstedt, 1845)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/alt-q7h-2dp
title: Ostracoda Latreille, 1802

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b09-lrk-5wt
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b9r-dvl-f82
title: Bison C. H. Smith, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z4n-s0k-sbn
title: Cervidae Goldfuss, 1820

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fmk-7ke-hqc
title: Alces alces (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g4z-e0g-beg
title: Bivalvia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gx5-daj-2x6
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wyk-wdp-vw3
title: Carcharias

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ar5-kpt-5bq
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l4t-wkt-5wt
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3at-sxg-g6y
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rr4-ekb-w4f
title: Sus scrofa Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c10-ew7-sza
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jpj-a8h-qv3
title: †Ptychophylloceras ptychoicum (Quenstedt, 1845)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2y6-h3l-09m
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ews-6wt-tzh
title: Ostreidae Rafinesque, 1815

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k89-tkn-fzt
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/719-g7e-at2
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x12-wa1-24n
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4ps-1xj-76z
title: Bivalvia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/act-b4s-19g
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/egc-y2k-js5
title: Chondrichthyes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nam-w32-1hq
title: Odontaspididae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4w5-a9v-ck7
title: †Conulus subrotundus Mantell, 1822

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6gm-btp-sg2
title: Odontaspis

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k7l-qqa-jgh
title: Rhacophyllites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/804-1za-h23
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6dl-xwl-ax0
title: Bivalvia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n09-gve-z1w
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2dw-003-0a9
title: Rangifer tarandus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/63b-qpa-9ln
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cxs-mjm-5sy
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r5e-18s-25r
title: Cetacea Brisson, 1762

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5517/cc53rpp
title: CCDC 152572: Experimental Crystal Structure Determination

description: Related Article: M.Necas, M.Beran, J.D.Woollins, J.Novosad|2001|Polyhedron|20|741|doi:10.1016/S0277-5387(01)00709-4
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/cc53hb2
title: CCDC 152313: Experimental Crystal Structure Determination

description: Related Article: W.Oberhauser, T.Stampfl, R.Haid, C.Langes, C.Bachmann, H.Kopacka, K.-H.Ongania, P.Bruggeller|2001|Polyhedron|20|727|doi:10.1016/S0277-5387(01)00708-2
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/cc53hc3
title: CCDC 152314: Experimental Crystal Structure Determination

description: Related Article: W.Oberhauser, T.Stampfl, R.Haid, C.Langes, C.Bachmann, H.Kopacka, K.-H.Ongania, P.Bruggeller|2001|Polyhedron|20|727|doi:10.1016/S0277-5387(01)00708-2
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/cc53hd4
title: CCDC 152315: Experimental Crystal Structure Determination

description: Related Article: W.Oberhauser, T.Stampfl, R.Haid, C.Langes, C.Bachmann, H.Kopacka, K.-H.Ongania, P.Bruggeller|2001|Polyhedron|20|727|doi:10.1016/S0277-5387(01)00708-2
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/cc53hf5
title: CCDC 152316: Experimental Crystal Structure Determination

description: Related Article: W.Oberhauser, T.Stampfl, R.Haid, C.Langes, C.Bachmann, H.Kopacka, K.-H.Ongania, P.Bruggeller|2001|Polyhedron|20|727|doi:10.1016/S0277-5387(01)00708-2
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/cc53hg6
title: CCDC 152317: Experimental Crystal Structure Determination

description: Related Article: W.Oberhauser, T.Stampfl, R.Haid, C.Langes, C.Bachmann, H.Kopacka, K.-H.Ongania, P.Bruggeller|2001|Polyhedron|20|727|doi:10.1016/S0277-5387(01)00708-2
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/cc4swsk
title: CCDC 143089: Experimental Crystal Structure Determination

description: Related Article: M.Maneiro, M.R.Bermejo, M.Fondo, A.M.Gonzalez, J.Sanmartin, J.C.Garcia-Monteagudo, R.G.Pritchard, A.M.Tyryshkin|2001|Polyhedron|20|711|doi:10.1016/S0277-5387(01)00719-7
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/cc5169p
title: CCDC 150111: Experimental Crystal Structure Determination

description: Related Article: L.Gutierrez, G.Alzuet, J.Borras, M.Liu-Gonzalez, F.Sanz, A.Castineiras|2001|Polyhedron|20|703|doi:10.1016/S0277-5387(01)00717-3
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/cc5167m
title: CCDC 150109: Experimental Crystal Structure Determination

description: Related Article: L.Gutierrez, G.Alzuet, J.Borras, M.Liu-Gonzalez, F.Sanz, A.Castineiras|2001|Polyhedron|20|703|doi:10.1016/S0277-5387(01)00717-3
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/cc4xtwq
title: CCDC 146874: Experimental Crystal Structure Determination

description: Related Article: M.Amirnasr, K.J.Schenk, A.Gorji, R.Vafazadeh|2001|Polyhedron|20|695|doi:10.1016/S0378-3758(01)00095-7
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/cc5168n
title: CCDC 150110: Experimental Crystal Structure Determination

description: Related Article: L.Gutierrez, G.Alzuet, J.Borras, M.Liu-Gonzalez, F.Sanz, A.Castineiras|2001|Polyhedron|20|703|doi:10.1016/S0277-5387(01)00717-3
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/cc4xtxr
title: CCDC 146875: Experimental Crystal Structure Determination

description: Related Article: M.Amirnasr, K.J.Schenk, A.Gorji, R.Vafazadeh|2001|Polyhedron|20|695|doi:10.1016/S0378-3758(01)00095-7
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/cc5217h
title: CCDC 150915: Experimental Crystal Structure Determination

description: Related Article: R.Podgajny, Y.Dromzee, K.Kruczala, B.Sieklucka|2001|Polyhedron|20|685|doi:10.1016/S0277-5387(01)00718-5
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/cc50xbd
title: CCDC 149833: Experimental Crystal Structure Determination

description: Related Article: M.I.Garcia-Seijo, A.Castineiras, B.Mahieu, L.Janosi, Z.Berente, L.Kollar, M.E.Garcia-Fernandez|2001|Polyhedron|20|855|doi:10.1016/S0277-5387(01)00716-1
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.