cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.dcfkw9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tinamiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((110 -20,120 -20,120 -10,110 -10,110 -20))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017500-251009101135966/datasets/export for details.
DOI: 10.15468/dl.bcacxd
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Microbotryum violaceum",
 "Country is Slovenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017498-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18150/uakccs
title: IsoFMiR: An unsupervised anomaly detection framework for biomarker discovery in rare cancers

description: Identifying microRNA (miRNA) biomarkers in rare cancers remains a major challenge due to limited patient cohorts and high tumor heterogeneity. To overcome these limitations, we developed IsoFMiR — an unsupervised anomaly detection framework designed to discover cancer-specific miRNA signatures without relying on large, labeled datasets. Built upon the Isolation Forest algorithm, IsoFMiR leverages the concept that samples from rare cancers such as sarcomas exhibit distinct molecular patterns when compared to more common malignancies. By training the model on miRNA expression profiles from abundant cancer datasets and subsequently applying it to sarcoma samples, IsoFMiR isolates anomalous expression signatures that may represent potential biomarkers.This approach addresses key limitations of conventional supervised learning methods, which often fail when applied to data-scarce conditions. Through this unsupervised design, IsoFMiR facilitates robust biomarker discovery, even in cases where annotated samples are minimal. The framework was implemented using Python 3.11.9 and R 4.4.2, with the Scikit-learn library employed for building the Isolation Forest model. Sequencing data were sourced from publicly available repositories such as The Cancer Genome Atlas (TCGA) and XenaBrowser, ensuring transparency and reproducibility.Overall, IsoFMiR represents a scalable and data-efficient framework that enables the identification of clinically relevant miRNA biomarkers in rare cancers. By combining unsupervised learning with accessible genomic resources, it paves the way for improved understanding of sarcoma biology and the development of novel diagnostic and prognostic strategies.GDC TCGA: https://portal.gdc.cancer.gov/Xena Browser: https://xenabrowser.net/This set of scripts allows for running the IsoFMir algorithm. Each script is described below and should be used in the exact sequencial order.Creating_Training_Data_Set → Reads multiple CSV files containing microRNA data, extracts patient information, and generates a training dataset with up to n patients.Patients_Not_Used_For_Training → Creates a dataset of patients excluded from training. Provide the paths to the training data and patient information files generated by the Creating_Training_Data_Set script.Training → Trains an Isolation Forest model using microRNA data from non-sarcoma cancer samples.Testing → Evaluates the model’s ability to distinguish sarcoma samples from other cancer types.Consensus_and_SHAP_Analysis → Performs consensus and SHAP analyses. The script randomly selects 50 test samples by default; this number can be adjusted as needed.Overall_Survival_Code → Calculates overall survival for the selected microRNAs in sarcoma patients.
DOI: 10.15468/dl.5rrvmr
title: Occurrence Download

description: A dataset containing 36515 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxon occurrence data for the FungalRoot database"
 ]
}

 The dataset includes 36515 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017504-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17346819
title: Authentication and ConvBiAE for IoT Security
DOI: 10.5281/zenodo.17346820
title: Authentication and ConvBiAE for IoT Security
DOI: 10.15468/dl.b6uvwx
title: Occurrence Download

description: A dataset containing 3290 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Piper auritum"
 ]
}

 The dataset includes 3290 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017503-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17346844
title: Ipseity Daily Data

description: At what rate do individuals say they are X?

Begining on 2025-07-08, I surveyed a small random sample of American adults on a daily cadence.  They responded to many items of the form: Does <signifier> describe you today?

The file ipseity-daily-aggregated.csv in this repository contains the aggregated results through 2025-07-28.  The columns are as follows:



signifier - a word, phrase or emoji

yes_count - the number of respondents who answered yes (aggregated all-time).

no_count - the number of respondents who answered no (aggregated all-time).

prevalence_per_10k - an estimate of the prevalence per 10,000.  If we were to survey 10,000 American adults, how many would we expect to respond yes to this signifier?  The number is calculated as yes_count / (yes_count + no_count) * 10,000.

earliest_obs_date - this date represents the first time this particular signifier was ever displayed to a respondent.  Signifiers are chosen with stochasticity from a long list; new signifiers are sometimes added, old signifiers are sometimes deleted, and a signifier may be moved higher or lower in priority for sampling.

latest_obs_date - the date closest to the present date on which signifier was most recently presented to a respondent.


Version created on 2025-10-14 — cumulative data.
DOI: 10.15468/dl.ttk6cm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rheiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-60 80,-50 80,-50 90,-60 90,-60 80))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017505-251009101135966/datasets/export for details.
DOI: 10.15468/dl.jt7h96
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tinamiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((120 -20,130 -20,130 -10,120 -10,120 -20))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017507-251009101135966/datasets/export for details.
DOI: 10.15468/dl.wx2nmz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rheiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-70 80,-60 80,-60 90,-70 90,-70 80))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017508-251009101135966/datasets/export for details.
DOI: 10.17172/nomad/2025.10.14-1
title: NOMAD dataset: Borophene_HER
DOI: 10.15468/dl.asbaur
title: Occurrence Download

description: A dataset containing 914 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Freshwater fish records via iRecord - additional species"
 ]
}

 The dataset includes 914 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017510-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.syknqu
title: Occurrence Download

description: A dataset containing 2255 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Phragmites karka, Phragmites karka)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2255 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017509-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.642z2t
title: Occurrence Download

description: A dataset containing 69838 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Fossil, Living Specimen)",
 "Continent is North America",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 69838 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017501-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qzhn2c
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Nepal, India, Pakistan, Afghanistan, Bhutan, Myanmar, Bangladesh, China)",
 "OccurrenceStatus is Present",
 "TaxonKey is Sphenodontia"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017511-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yyw9wq
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Haemanthus pauculifolius)"
 ]
}

 The dataset includes 13 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017512-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4syhz4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tinamiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((130 -20,140 -20,140 -10,130 -10,130 -20))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017514-251009101135966/datasets/export for details.
DOI: 10.15468/dl.datk2q
title: Occurrence Download

description: A dataset containing 6501 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kigelia africana"
 ]
}

 The dataset includes 6501 records from 293 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017513-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7bnx4k
title: Occurrence Download

description: A dataset containing 259 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Byblis gigantea"
 ]
}

 The dataset includes 259 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017515-251009101135966/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.30353185
title: Effects of Message Framing on Physical Activity in patients with chronic diseases: A Meta-Analysis

description: 摘要：目的 本研究旨在评估信息框架框架对慢性病患者身体活动水平的影响。设计荟萃分析。方法 系统检索PubMed、Web of Science、Embase和Cochrane图书馆，从成立至2025年5月，调查信息框架对改善慢性病患者身体活动的影响的干预性研究。两位综述作者根据预定义的纳入和排除标准独立进行文献筛选，提取相关资料，使用Cochrane干预系统评价手册（5.1.0版）评估方法学质量，并使用RevMan 5.4和StataSE 18.0软件进行meta分析。结果 通过检索策略共鉴定出862篇文献。在删除重复项并完成筛选过程后，分析纳入了涉及 2025 名患者的 16 项研究。信息框架干预显著改善了慢性病患者的步数[MD = 1045.02,95% CI（475.45,1614.59），P &lt; 0.001]和中度至剧烈体力活动（MVPA）[MD = 28.34,95% CI（18.74,37.93），P &lt; 0.001]，以及运动依从性[SMD = 1.46,95% CI（0.81,2.12），P &lt; 0.001]。然而，运动行为意向没有统计学意义的改善[SMD = 0.11,95% CI（-0.06,0.27），P = 0.21]。结论和启示 本研究是对信息框架在慢性病患者身体活动促进中的应用的调查。研究结果表明，此类干预措施可以提高慢性病患者的步数、中度至剧烈体力活动 （MVPA） 和运动依从性;然而，需要进一步的研究来证实它们在改善运动行为意图方面的有效性。
DOI: 10.6084/m9.figshare.30353185.v1
title: Effects of Message Framing on Physical Activity in patients with chronic diseases: A Meta-Analysis

description: 摘要：目的 本研究旨在评估信息框架框架对慢性病患者身体活动水平的影响。设计荟萃分析。方法 系统检索PubMed、Web of Science、Embase和Cochrane图书馆，从成立至2025年5月，调查信息框架对改善慢性病患者身体活动的影响的干预性研究。两位综述作者根据预定义的纳入和排除标准独立进行文献筛选，提取相关资料，使用Cochrane干预系统评价手册（5.1.0版）评估方法学质量，并使用RevMan 5.4和StataSE 18.0软件进行meta分析。结果 通过检索策略共鉴定出862篇文献。在删除重复项并完成筛选过程后，分析纳入了涉及 2025 名患者的 16 项研究。信息框架干预显著改善了慢性病患者的步数[MD = 1045.02,95% CI（475.45,1614.59），P &lt; 0.001]和中度至剧烈体力活动（MVPA）[MD = 28.34,95% CI（18.74,37.93），P &lt; 0.001]，以及运动依从性[SMD = 1.46,95% CI（0.81,2.12），P &lt; 0.001]。然而，运动行为意向没有统计学意义的改善[SMD = 0.11,95% CI（-0.06,0.27），P = 0.21]。结论和启示 本研究是对信息框架在慢性病患者身体活动促进中的应用的调查。研究结果表明，此类干预措施可以提高慢性病患者的步数、中度至剧烈体力活动 （MVPA） 和运动依从性;然而，需要进一步的研究来证实它们在改善运动行为意图方面的有效性。
DOI: 10.15468/dl.dmbftq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rheiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-80 80,-70 80,-70 90,-80 90,-80 80))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017517-251009101135966/datasets/export for details.
DOI: 10.15468/dl.ewrpmm
title: Occurrence Download

description: A dataset containing 6039 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Papilionidae)",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "CoordinateUncertaintyInMeters is less than or equal to 10000",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)"
 ]
}

 The dataset includes 6039 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017518-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17346772
title: Floristic Diversity of Lakeshore Grassland Vegetation in Barangay San Antonio and Tagumpay, Bay, Laguna, Philippines
DOI: 10.21227/v0be-8q77
title: "IoT device identification through network traffic analysis on a testbed"

description: "This dataset presents network traffic captures for Internet of Things (IoT) device identification and profiling, collected in a controlled testbed environment. A total of 24 heterogeneous IoT devices were deployed and connected through a Raspberry Pi acting as a centralized gateway and MQTT\/HTTP server. Network packets were captured using Wireshark and processed via Scapy to generate detailed PCAP traces. Each device\u2019s traffic was recorded under two communication protocols\u2014MQTT and HTTP\u2014for both 2-minute and 5-minute operational intervals. The dataset provides a valuable resource for research on IoT device fingerprinting, network behavior analysis, and machine-learning-based device identification."
DOI: 10.15468/dl.bdudsz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tinamiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((140 -20,150 -20,150 -10,140 -10,140 -20))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017521-251009101135966/datasets/export for details.
DOI: 10.15468/dl.gdnmnh
title: Occurrence Download

description: A dataset containing 3068 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Nepal, China, India, Pakistan, Bhutan, Myanmar, Afghanistan, Bangladesh)",
 "OccurrenceStatus is Present",
 "TaxonKey is Crocodylia"
 ]
}

 The dataset includes 3068 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017520-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7sj54t
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melampsora euphorbiae",
 "Country is Slovenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017522-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zby6uv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rheiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-90 80,-80 80,-80 90,-90 90,-90 80))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017524-251009101135966/datasets/export for details.
DOI: 10.15468/dl.q8wfj3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tinamiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((150 -20,160 -20,160 -10,150 -10,150 -20))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017525-251009101135966/datasets/export for details.
DOI: 10.15468/dl.h294rm
title: Occurrence Download

description: A dataset containing 11644 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Nepal, China, India, Pakistan, Bhutan, Myanmar, Afghanistan, Bangladesh)",
 "OccurrenceStatus is Present",
 "TaxonKey is Testudines"
 ]
}

 The dataset includes 11644 records from 121 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017523-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tgmvxv
title: Occurrence Download

description: A dataset containing 286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Axonopus affinis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 286 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017527-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xzz3j3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rheiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-100 80,-90 80,-90 90,-100 90,-100 80))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017526-251009101135966/datasets/export for details.
DOI: 10.15468/dl.cgmvsp
title: Occurrence Download

description: A dataset containing 2248 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Haemanthus sanguineus)"
 ]
}

 The dataset includes 2248 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017528-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.