cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6075/j0d50n6f
title: Data from: Spatial and temporal structure of the fog life cycle over Atlantic Canada and the Grand Banks

description: MATLAB R2023b, with additional m-map package.
description: This collection consists of ocean and atmospheric variables collected from various platforms and instruments over 71 years over Atlantic Canada and the Grand Banks. Data comes from the International Comprehensive Ocean-Atmosphere Dataset (v.3.0.0), ECMWF Reanalysis v5 (ERA5), GOES-16 satellite, ceilometer data collected by Sebastian Hoch in Sable Island, Instrumented Boeing Liquid Robotics SV3 Wave Gliders, AOML Surface Drifter Currents, and Ocean Reanalysis System 5. In this study, we present findings from a 71-year climatological analysis covering a broad range of spatial and temporal scales of marine fog over this region. Data has been collected from 1950-2020, and used for climatological analysis of marine fog and the interaction between the air-sea interface. This collection contains the processed data and .m source code to generate Figures 2-10 from Formby-Fernandez et. al (2024). Corresponding README files are included in each zip file for each figure, along with any additional .m files needed to produce the figure. Each code can be run as is.
DOI: 10.15468/dl.qebqvu
title: Occurrence Download

description: A dataset containing 6939 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "TaxonKey is Amelanchier alnifolia (Nutt.) Nutt."
 ]
}

 The dataset includes 6939 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006286-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2jkvej
title: Occurrence Download

description: A dataset containing 4114160 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 1000-2022"
 ]
}

 The dataset includes 4114160 records from 2002 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0405510-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22008/fk2/lywfib/a6rza5
title: readme.txt

description: :unav
DOI: 10.22008/fk2/lywfib/m2szgf
title: GRF_22067_CD_1_1.zip

description: :unav
DOI: 10.22008/fk2/lywfib
title: Airborne time domain electromagnetic and magnetic survey in Nuuk area, southern West Greenland, 2007

description: For description of data set see details on: SkyTEM electromagnetic and magnetic survey, Nuuk area, 2007.
DOI: 10.22008/fk2/lywfib/fatyfk
title: GRF_22039_CD_1_1.zip

description: :unav
DOI: 10.25505/fiz.icsd.cc2k191z
title: CSD 2354730: Experimental Crystal Structure Determination

description: Related Article: Simeon Ponou|2024|ICSD Communication|||
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2k1920
title: CSD 2354731: Experimental Crystal Structure Determination

description: Related Article: Simeon Ponou|2024|ICSD Communication|||
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.rhptwa
title: Occurrence Download

description: A dataset containing 402 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alcedo hercules Laubmann, 1917",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 402 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009308-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11126452
title: КОЭФФИЦИЕНТНАЯ ОБРАТНАЯ ЗАДАЧА ДЛЯ УРАВНЕНИЯ В ЧАСТНЫХ ПРОИЗВОДНЫХ ВТОРОГО ПОРЯДКА ГИПЕРБОЛИЧЕСКОГО ТИПА
DOI: 10.5281/zenodo.11126453
title: КОЭФФИЦИЕНТНАЯ ОБРАТНАЯ ЗАДАЧА ДЛЯ УРАВНЕНИЯ В ЧАСТНЫХ ПРОИЗВОДНЫХ ВТОРОГО ПОРЯДКА ГИПЕРБОЛИЧЕСКОГО ТИПА
DOI: 10.15468/dl.c79f6u
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Viet Nam",
 "TaxonKey is Acanthus ilicifolius L."
 ]
}

 The dataset includes 18 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009309-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y9db4d
title: Occurrence Download

description: A dataset containing 424678 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ceryle rudis (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 424678 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009310-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11100099
title: Replication Package for "On The Impact of Adopting AI Libraries in Open Source Projects. A Large Scale Study"

description: # Replication Package for the Paper: "On The Impact of Adopting AI Libraries in Open Source Projects. A Large Scale Study"

This replication package includes the raw data, questionnaire answers, and a Python notebook to reproduce the results detailed in the paper "On The Impact of Adopting AI Libraries in Open Source Projects. A Large Scale Study"

## Repository Structure1. **Results:** Contains Excel files with the responses from the 2 human experts and the 5 models and the review of the 3 human reviewers.2. **Tables:** Contains the full Wilcoxon Test Results for H01 and H02 as well as the Anderson Darling test for normality and the Spearmans' Rho.

## Replication ProcessTo replicate the results of our study, open the provided Python Notebook in Google Colab and follow the instructions to reproduce the results seamlessly.

# Instructions for UseTo utilize this replicability package, refer to the steps outlined in the notebook file.

# RemarksIf you encounter any issues or have any questions, please get in touch with the paper's authors. We will be glad to assist you!
DOI: 10.5281/zenodo.11100100
title: Replication Package for "On The Impact of Adopting AI Libraries in Open Source Projects. A Large Scale Study"

description: # Replication Package for the Paper: "On The Impact of Adopting AI Libraries in Open Source Projects. A Large Scale Study"

This replication package includes the raw data, questionnaire answers, and a Python notebook to reproduce the results detailed in the paper "On The Impact of Adopting AI Libraries in Open Source Projects. A Large Scale Study"

## Repository Structure1. **Results:** Contains Excel files with the responses from the 2 human experts and the 5 models and the review of the 3 human reviewers.2. **Tables:** Contains the full Wilcoxon Test Results for H01 and H02 as well as the Anderson Darling test for normality and the Spearmans' Rho.

## Replication ProcessTo replicate the results of our study, open the provided Python Notebook in Google Colab and follow the instructions to reproduce the results seamlessly.

# Instructions for UseTo utilize this replicability package, refer to the steps outlined in the notebook file.

# RemarksIf you encounter any issues or have any questions, please get in touch with the paper's authors. We will be glad to assist you!
DOI: 10.5281/zenodo.11126492
title: chimp_true_vs_predicted_lymphoblastoid_expression.xlsx

description: True expression based on three metrics versus predicted expression values for a chimpanzee lymphoblastoid cell line.
DOI: 10.5281/zenodo.11126493
title: chimp_true_vs_predicted_lymphoblastoid_expression.xlsx

description: True expression based on three metrics versus predicted expression values for a chimpanzee lymphoblastoid cell line.
DOI: 10.15468/dl.duwtuv
title: Occurrence Download

description: A dataset containing 279440 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Merops philippinus Linnaeus, 1767",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 279440 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009311-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wpb8mx
title: Occurrence Download

description: A dataset containing 978913 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Viet Nam"
 ]
}

 The dataset includes 978913 records from 1711 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009312-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mgzage
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vitis yunnanensis C.L.Li"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0136124-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tnj75t
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Liolaemus cuyumhue Avila, Morando, Perez & Sites, 2009"
 ]
}

 The dataset includes 16 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0135181-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yj5g8a
title: Occurrence Download

description: A dataset containing 184 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cordiofontis flexuosa (Royle ex Lindl.) G.L.Nesom"
 ]
}

 The dataset includes 184 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007214-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kzpvjo
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oecomys paricola (Thomas, 1904)"
 ]
}

 The dataset includes 123 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013512-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sgc82h
title: Occurrence Download

description: A dataset containing 101 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coelogyne carinata Rolfe"
 ]
}

 The dataset includes 101 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007247-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dstk3f
title: Occurrence Download

description: A dataset containing 665 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Inia geoffrensis (Blainville, 1817)"
 ]
}

 The dataset includes 665 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009958-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.l8piwh
title: Occurrence Download

description: A dataset containing 23174 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation"
 ]
 },
 "Country is United States of America",
 "Year 2009-2018",
 "Geometry POLYGON((-119.8537 39.05859,-119.85809 39.34863,-120.02509 39.64746,-120.91278 39.82324,-121.28632 39.375,-120.85126 38.4917,-119.91522 38.52246,-119.8537 39.05859))",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 23174 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013512-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z8ph68
title: Occurrence Download

description: A dataset containing 414 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cordyla africana Lour."
 ]
}

 The dataset includes 414 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007248-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h7q7bt
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Armeria colorata Pau"
 ]
}

 The dataset's 1 records were derived from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104818-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.352mnv
title: Occurrence Download

description: A dataset containing 43177289 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 43177289 records from 1665 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007239-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vjjlc6
title: Occurrence Download

description: A dataset containing 57894 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Loganiaceae",
 "HasCoordinate is true",
 {
 "or" : [
 "HasGeospatialIssue is false",
 "HasGeospatialIssue is true"
 ]
 }
 ]
}

 The dataset includes 57894 records from 253 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000492-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5hs2dh
title: Occurrence Download

description: A dataset listing the 167 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Literary descriptions of Iranian lizards"
 ]
}

 The dataset's 167 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179664-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aixqvl
title: Occurrence Download

description: A dataset containing 300 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bolborhynchus ferrugineifrons (Lawrence, 1880)"
 ]
}

 The dataset includes 300 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000871-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vpmdtx
title: Occurrence Download

description: A dataset containing 115 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cnemidophorus arenivagus Markezich, Cole & Dessauer, 1997"
 ]
}

 The dataset includes 115 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000492-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6lqkhv
title: Occurrence Download

description: A dataset containing 18901 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eichhornia crassipes (Mart.) Solms"
 ]
}

 The dataset includes 18901 records from 381 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000871-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hzz9x0
title: Occurrence Download

description: A dataset containing 1303835 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ploceidae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1303835 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000492-160430102343922/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zp8say
title: Occurrence Download

description: A dataset containing 7262 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tabebuia rosea (Bertol.) Bertero ex A.DC."
 ]
}

 The dataset includes 7262 records from 243 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179671-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7educw
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((111 21,116 21,116 25,111 25,111 21))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Kandelia candel (L.) Druce",
 "Year 2000-2021"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0198350-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rhzj4f
title: Occurrence Download

description: A dataset containing 604097 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Spain",
 "GadmGid is ESP.10.1_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 604097 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179659-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zpmce3
title: Occurrence Download

description: A dataset containing 3228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cucurbita pepo L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3228 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000492-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g4s1pc
title: Occurrence Download

description: A dataset containing 146 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Casimiroa tetrameria Millsp.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 146 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011106-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.devuyw
title: Occurrence Download

description: A dataset containing 48348 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Casuarina L."
 ]
}

 The dataset includes 48348 records from 642 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012764-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tt795y
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cryptocoryne scurrilis de Wit"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012492-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v49rbv
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Geometry POLYGON((23.73047 28.89085,57.12891 28.89085,57.12891 41.74508,23.73047 41.74508,23.73047 28.89085))",
 "HasGeospatialIssue is false",
 "TaxonKey is Onosma alboroseum Fisch. & C.A.Mey."
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0301103-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3on0jv
title: Occurrence Download

description: A dataset containing 158 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heliothis armigera (Hubner, 1808)"
 ]
}

 The dataset includes 158 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008034-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ce6sd
title: Occurrence Download

description: A dataset containing 377 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Distribución potencial de las especies de Leporidae en México y las implicaciones para su conservación"
 ]
}

 The dataset includes 377 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0254372-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.