cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/xwk4-t657
title: "Thermal Cycling Data For Benchmark Paper"

description: "This dataset supports the development and benchmarking of machine learning models for predicting the reliability and characteristic life of electronic components subjected to varying environmental and mechanical stressors. The data comprises numerically encoded features representing material properties (e.g., solder alloy and surface finish), test conditions (e.g., temperature, acceleration level), and the corresponding reliability outcomes (e.g., characteristic life). All categorical variables have been preprocessed and converted to numerical form to ensure compatibility with data-driven modeling frameworks.The primary goal of this dataset is to facilitate research in predictive reliability modeling, enabling the exploration of data-driven approaches as an alternative or complement to physics-based and empirical models. It is particularly well-suited for supervised learning applications, including regression and classification, and may also be used for feature selection, model interpretability studies, and benchmarking ensemble or deep learning architectures. This dataset contributes to the growing field of reliability-aware artificial intelligence by offering a clean, structured, and ready-to-use platform for reproducible experimentation."
DOI: 10.60635/c33318
title: Galeta_Wind Speed

description: Wind Speed, interval max/min/avg
 Galeta Island marine laboratory.
 Two sensors: pier tower and outer reef
 Location: 9.402742°, -79.860837°
 Galeta Island Marine Laboratory physical monitoring station established in 1974.
 Galeta station is located 6 km North East of the city of Colon. Established in the 1960’s.
 Historical datasets can be located here: https://smithsonian.figshare.com/articles/dataset/Galeta_Wind_Speed/10042658
DOI: 10.15468/dl.eepz32
title: Occurrence Download

description: A dataset containing 588 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acridotheres tristis",
 "Country is Bahrain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 588 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000889-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.awytrg
title: Occurrence Download

description: A dataset containing 32526 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Dreissena polymorpha"
 ]
}

 The dataset includes 32526 records from 317 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000888-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q3tpkj
title: Occurrence Download

description: A dataset containing 105894 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Clamator jacobinus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 105894 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050579-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p6kd4t
title: Occurrence Download

description: A dataset containing 779 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Origanum majorana",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 779 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050609-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m2uhc4
title: Occurrence Download

description: A dataset containing 169 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Reynoutria sachalinensis",
 "Country is Luxembourg",
 "HasCoordinate is true"
 ]
}

 The dataset includes 169 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050610-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.93jm6a
title: Occurrence Download

description: A dataset containing 230 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ethiopia",
 "TaxonKey is Papio anubis",
 "Year 2000-2025"
 ]
}

 The dataset includes 230 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050611-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rwae4n
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nopalea dejecta",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050612-250717081556266/datasets/export for details.
DOI: 10.15468/dl.7xf2vk
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Betta rubra)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050613-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.th7n6u
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Origanum majorana",
 "Country is Libya",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050614-250717081556266/datasets/export for details.
DOI: 10.15468/dl.kn4c2m
title: Occurrence Download

description: A dataset containing 155447 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Osmerus eperlanus"
 ]
}

 The dataset includes 155447 records from 174 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050556-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eeum9g
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Reynoutria sachalinensis",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 43 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050615-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.appkkb
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Origanum majorana",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050619-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sv8jq7
title: Occurrence Download

description: A dataset containing 407 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Populus canadensis",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 407 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050620-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xnp5u5
title: Occurrence Download

description: A dataset containing 891 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Reynoutria sachalinensis",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 891 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050621-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rqajkc
title: Occurrence Download

description: A dataset containing 38341 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Sphagnum squarrosum"
 ]
}

 The dataset includes 38341 records from 385 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050617-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xm8n46
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Phenacostethus posthon)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050622-250717081556266/datasets/export for details.
DOI: 10.15468/dl.by5g9h
title: Occurrence Download

description: A dataset containing 943 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oxynotus centrina"
 ]
}

 The dataset includes 943 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050624-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.exekhz
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Origanum majorana",
 "Country is Portugal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 53 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050623-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14626095
title: Processed dataset

description: data contains five datasets: Synapse, ACDC, ISIC 2018, ISIC 2017,and MoNuSeg 2018;

EccoNet_Best_weights contains the best weight files of EccoNet on five datasets: Synapse, ACDC, ISIC 2018, ISIC 2017,and MoNuSeg 2018
DOI: 10.5281/zenodo.16451011
title: Processed dataset

description: data contains five datasets: Synapse, ACDC, ISIC 2018, ISIC 2017,and MoNuSeg 2018;

EccoNet_Best_weights contains the best weight files of EccoNet on five datasets: Synapse, ACDC, ISIC 2018, ISIC 2017,and MoNuSeg 2018
DOI: 10.15468/dl.h8afxv
title: Occurrence Download

description: A dataset containing 498 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Reynoutria sachalinensis",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 498 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050625-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7whg9k
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes",
 "Country is Bahamas",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050627-250717081556266/datasets/export for details.
DOI: 10.15468/dl.9whfcf
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Origanum majorana",
 "Country is Slovakia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 58 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050626-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7gqwyg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes",
 "Country is Bangladesh",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050628-250717081556266/datasets/export for details.
DOI: 10.5281/zenodo.16449031
title: Mapping Global Parkinson's Disease Data

description: Dataset desenvolvido por meio de coleta de dados estruturada com base em uma planilha desenvolvida pelos autores, contemplando um total de 55 registros identificados em bases de dados no período de 2008 a 2024.
DOI: 10.5281/zenodo.16449030
title: Mapping Global Parkinson's Disease Data

description: Dataset desenvolvido por meio de coleta de dados estruturada com base em uma planilha desenvolvida pelos autores, contemplando um total de 55 registros identificados em bases de dados no período de 2008 a 2024.
DOI: 10.15468/dl.bzp8c4
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Polypterus palmas)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 21 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050630-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16451448
title: 28-the-door-at-the-end-of-the-lake.txt
DOI: 10.5281/zenodo.16451449
title: 28-the-door-at-the-end-of-the-lake.txt
DOI: 10.15468/dl.ad7vma
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes",
 "Country is Cameroon",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050629-250717081556266/datasets/export for details.
DOI: 10.15468/dl.jswuf4
title: Occurrence Download

description: A dataset containing 3125 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pagellus acarne"
 ]
}

 The dataset includes 3125 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050632-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u99xax
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Reynoutria sachalinensis",
 "Country is Slovakia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 45 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050633-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yx6yam
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes",
 "Country is Equatorial Guinea",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050635-250717081556266/datasets/export for details.
DOI: 10.15468/dl.kyk39w
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Origanum majorana",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 28 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050634-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ehwxue
title: Occurrence Download

description: A dataset containing 39393 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Sphagnum capillifolium"
 ]
}

 The dataset includes 39393 records from 392 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050631-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qznqdx
title: Occurrence Download

description: A dataset containing 68854 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Clanga clanga)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 68854 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050608-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rd66k5
title: Occurrence Download

description: A dataset containing 4241 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Reynoutria sachalinensis",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4241 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050636-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sxm9jq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes",
 "Country is Fiji",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050638-250717081556266/datasets/export for details.
DOI: 10.15468/dl.rbfut7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Origanum majorana",
 "Country is Yemen",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050637-250717081556266/datasets/export for details.
DOI: 10.7910/dvn/sxtgmp
title: Replication Data for: Spoiling the Broth? The Impact of Militia Violence on Peace Negotiations

description: Political militias are active in most civil wars, yet their impact on peace processes is largely overlooked. Building on principal-agent logic, we argue that the incentives to delegate violence to political militias have downstream consequences for the likelihood of peace negotiations. On one hand, battlefield violence by militias can complicate the bargaining. On the other hand, the higher use of civilian victimization by political militias may backfire, eventually bringing international pressure on the unwilling parties to agree to talks. We combine data on peace negotiations between government-rebel dyads with data on militia activities in Africa. We find that militia violence against government and rebel forces is associated with a decrease in the likelihood of negotiations. When militias target civilians, however, mediated peace talks with third-party involvement become more likely. We complement these findings using fine-grained data in a focused case analysis of Sudan and South Sudan.
DOI: 10.34740/kaggle/dsv/12583752
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.hwzysa
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Awaous ocellaris)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 97 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050639-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.29mnug
title: Occurrence Download

description: A dataset containing 458 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mytilus galloprovincialis",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 458 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050640-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.82su44
title: Occurrence Download

description: A dataset containing 2042 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Nectarinia kilimensis",
 "Year 1970-2000"
 ]
}

 The dataset includes 2042 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050641-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.heu888
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes",
 "Country is Iran (Islamic Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050642-250717081556266/datasets/export for details.
DOI: 10.15468/dl.ywsegw
title: Occurrence Download

description: A dataset containing 2077 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pagellus bogaraveo"
 ]
}

 The dataset includes 2077 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050643-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16451651
title: 28-the-door-at-the-end-of-the-lake.txt
DOI: 10.5281/zenodo.16451652
title: 28-the-door-at-the-end-of-the-lake.txt