cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28611920
title: Distance estimation error data and code "Bias in density estimates from avian point-count surveys: prospects for post-hoc corrections using calibration data"

description: We collected field data where we had observers estimate distances to singing birds and other field staff confirm the singing locations of the same birds to examine relationships between estimated versus measured distances. Our objectives were to 1) estimate the magnitude of bias in density estimates for distance sampling models in the presence of distance estimation error, and 2) use separate field data to examine whether post-hoc corrections of EDRs can reduce bias in estimated densities. We apply our post-hoc corrections to simulations and empirical point-count data collected in the boreal forest of Saskatchewan, Manitoba and Northwest Territories, Canada to demonstrate the magnitude of change in density estimates we expect in real-world data..
DOI: 10.6084/m9.figshare.28611920.v1
title: Distance estimation error data and code. Data and code from:Van Wilgenburg, S. L., D. T. Iles., and S. Haché. (2025). Bias in density estimates from avian point-count surveys: prospects for post-hoc corrections using calibration data. Ornithological Applications 128: duaf000. https://doi.org/10.1093/ornithapp/duaf079

description: We collected field data where we had observers estimate distances to singing birds and other field staff confirm the singing locations of the same birds to examine relationships between estimated versus measured distances. Our objectives were to 1) estimate the magnitude of bias in density estimates for distance sampling models in the presence of distance estimation error, and 2) use separate field data to examine whether post-hoc corrections of EDRs can reduce bias in estimated densities. We apply our post-hoc corrections to simulations and empirical point-count data collected in the boreal forest of Saskatchewan, Manitoba and Northwest Territories, Canada to demonstrate the magnitude of change in density estimates we expect in real-world data..
DOI: 10.6084/m9.figshare.28611920.v2
title: Distance estimation error data and code "Bias in density estimates from avian point-count surveys: prospects for post-hoc corrections using calibration data"

description: We collected field data where we had observers estimate distances to singing birds and other field staff confirm the singing locations of the same birds to examine relationships between estimated versus measured distances. Our objectives were to 1) estimate the magnitude of bias in density estimates for distance sampling models in the presence of distance estimation error, and 2) use separate field data to examine whether post-hoc corrections of EDRs can reduce bias in estimated densities. We apply our post-hoc corrections to simulations and empirical point-count data collected in the boreal forest of Saskatchewan, Manitoba and Northwest Territories, Canada to demonstrate the magnitude of change in density estimates we expect in real-world data..
DOI: 10.15468/dl.b5sx7b
title: Occurrence Download

description: A dataset containing 5406 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eschscholzia californica",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 5406 records from 278 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012406-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18487434
title: MECHANISMS FOR ENHANCING THE EFFECTIVENESS OF CULTURAL AND EDUCATIONAL ACTIVITIES IN THE MORAL AND ETHICAL EDUCATION OF STUDENTS

description: This article examines the mechanisms for enhancing the effectiveness of cultural and educational activities in the moral and ethical education of university students. The study investigates the content, formats, and implementation methods of cultural and educational events, analyzing their impact on students’ morality, ethical values, social responsibility, and societal adaptability. The article also explores strategies to increase effectiveness through systematic planning, interactive and creative approaches, and the use of modern communication and digital platforms.

Findings indicate that a structured, methodical, and innovative approach to cultural and educational activities significantly enhances their effectiveness in moral and ethical education. Interactive, project-based, and creative events are particularly effective in fostering ethical values, respect for cultural heritage, and social engagement among students. The study additionally provides practical recommendations for educators, tutors, and higher education institution staff to implement these activities more effectively.
DOI: 10.5281/zenodo.18487435
title: MECHANISMS FOR ENHANCING THE EFFECTIVENESS OF CULTURAL AND EDUCATIONAL ACTIVITIES IN THE MORAL AND ETHICAL EDUCATION OF STUDENTS

description: This article examines the mechanisms for enhancing the effectiveness of cultural and educational activities in the moral and ethical education of university students. The study investigates the content, formats, and implementation methods of cultural and educational events, analyzing their impact on students’ morality, ethical values, social responsibility, and societal adaptability. The article also explores strategies to increase effectiveness through systematic planning, interactive and creative approaches, and the use of modern communication and digital platforms.

Findings indicate that a structured, methodical, and innovative approach to cultural and educational activities significantly enhances their effectiveness in moral and ethical education. Interactive, project-based, and creative events are particularly effective in fostering ethical values, respect for cultural heritage, and social engagement among students. The study additionally provides practical recommendations for educators, tutors, and higher education institution staff to implement these activities more effectively.
DOI: 10.15468/dl.957usk
title: Occurrence Download

description: A dataset listing the 4 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Material citation, Specimen)",
 "Geometry POLYGON((-70.02 -55.4,-66.36 -55.4,-66.36 -54.8,-70.02 -54.8,-70.02 -55.4))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Acanthocephala"
 ]
}

 The dataset's 4 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012393-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xrqjme
title: Occurrence Download

description: A dataset containing 10942 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bupleurum falcatum, Bupleurum falcatum, Bupleurum falcatum, Bupleurum falcatum)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 10942 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012407-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jnbuka
title: Occurrence Download

description: A dataset containing 1665 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Symphyotrichum ericoides ericoides"
 ]
}

 The dataset includes 1665 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012409-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/q47s-g582
title: "Russian Cursive Handwriting (RCH) Dataset"

description: "The Russian Cursive Handwriting (RCH) Dataset comprises 12,500 high-quality images of handwritten Russian words rendered in authentic cursive style, divided into 10,000 training and 2,500 test images reflecting an 80:20 split. The training set covers diverse topical regions including Central Russia, Saint Petersburg, Black Sea Coast, Arctic Region, Siberia, Caspian Region, Volga Region, Ural Mountains, North Caucasus, Kaliningrad Oblast, Sakhalin Oblast, Republic of Tatarstan, Ivanovo Oblast, Amur Oblast, Crimea Republic, Tomsk Oblast, Ryazan Oblast, Voronezh Oblast, and Smolensk Oblast, while the test set focuses on Altai Region, Lake Baikal Region, Southern Russia, Kamchatka Peninsula, and Yenisei River Basin. The dataset spans broad semantic categories such as geography, history, economy, industry, infrastructure, education, innovation, culture, religion, environment, food, tourism, sports, and famous people, offering rich linguistic and visual diversity. Images are provided in preprocessed formats (binarized, noise-reduced, resized to 128\u00d732 pixels) to support consistent OCR model training. This dataset addresses the scarcity of large-scale Russian cursive handwriting resources and enables development and benchmarking of deep learning models for optical character recognition under both large-data and few-shot learning scenarios. "
DOI: 10.5281/zenodo.18487353
title: Dataset - Machine Learning–Driven Process Optimization: A Case Study in a Poultry Farm in Southern Minas Gerais

description: The dataset used in the article Machine Learning–Driven Process Optimization: A Case Study in a Poultry Farm in Southern Minas Gerais contains production, management, and performance data collected from a commercial poultry farm. The variables included in the dataset are described as follows:

Dt_InRepresents the start date of the observation period during which production and management data were recorded.

Dt_FimIndicates the end date of the observation period corresponding to the collected data.

GalpãoIdentifies the poultry house or shed in which the birds were housed during the observation period.

LinhagemRefers to the genetic lineage or strain of the birds, which can influence productivity, mortality, and feed efficiency.

LoteDenotes the production batch or flock identifier, grouping birds raised together under the same management and environmental conditions.

IdadeIndicates the age of the birds at the time of data recording, typically expressed in weeks.

TotAvesRepresents the total number of birds present in the poultry house during the observation period.

MortalidadeIndicates the total number of bird deaths recorded over the specified observation period.

MortSemRepresents the number of bird deaths recorded on a weekly basis.

TotOvosSemIndicates the total number of eggs produced by the flock during a given week.

Consumo_Racao_AveRepresents the average feed consumption per bird during the observation period, typically measured in grams or kilograms per bird.

In addition to the tabular dataset, the data are also available in ARFF (Attribute-Relation File Format), enabling direct use with the WEKA data mining and machine learning software. This format facilitates reproducibility and allows researchers to readily apply classification, regression, and clustering algorithms without the need for additional data preprocessing.
DOI: 10.5281/zenodo.18487352
title: Dataset - Machine Learning–Driven Process Optimization: A Case Study in a Poultry Farm in Southern Minas Gerais

description: The dataset used in the article Machine Learning–Driven Process Optimization: A Case Study in a Poultry Farm in Southern Minas Gerais contains production, management, and performance data collected from a commercial poultry farm. The variables included in the dataset are described as follows:

Dt_InRepresents the start date of the observation period during which production and management data were recorded.

Dt_FimIndicates the end date of the observation period corresponding to the collected data.

GalpãoIdentifies the poultry house or shed in which the birds were housed during the observation period.

LinhagemRefers to the genetic lineage or strain of the birds, which can influence productivity, mortality, and feed efficiency.

LoteDenotes the production batch or flock identifier, grouping birds raised together under the same management and environmental conditions.

IdadeIndicates the age of the birds at the time of data recording, typically expressed in weeks.

TotAvesRepresents the total number of birds present in the poultry house during the observation period.

MortalidadeIndicates the total number of bird deaths recorded over the specified observation period.

MortSemRepresents the number of bird deaths recorded on a weekly basis.

TotOvosSemIndicates the total number of eggs produced by the flock during a given week.

Consumo_Racao_AveRepresents the average feed consumption per bird during the observation period, typically measured in grams or kilograms per bird.

In addition to the tabular dataset, the data are also available in ARFF (Attribute-Relation File Format), enabling direct use with the WEKA data mining and machine learning software. This format facilitates reproducibility and allows researchers to readily apply classification, regression, and clustering algorithms without the need for additional data preprocessing.
DOI: 10.15468/dl.hkuv5w
title: Occurrence Download

description: A dataset containing 562 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bupleurum longifolium, Bupleurum longifolium)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 562 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012410-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sf4bct
title: Occurrence Download

description: A dataset listing the 111 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "GadmGid is USA.11_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Cambaridae"
 ]
}

 The dataset's 111 records were derived from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012396-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xha4f5
title: Occurrence Download

description: A dataset containing 3869 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Calamagrostis arundinacea, Calamagrostis arundinacea, Calamagrostis sylvatica, Calamagrostis sylvatica, Calamagrostis sylvatica, Agrostis arundinacea, Agrostis arundinacea, Agrostis arundinacea)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 3869 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012412-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14734541
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.93t8rm
title: Occurrence Download

description: A dataset listing the 541 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-93.339844 -3.162456, -93.339844 2.547988, -87.1875 2.547988, -87.1875 -3.162456, -93.339844 -3.162456))",
 "TaxonKey is one of (Myxini, Petromyzonti, Elasmobranchii, Holocephali)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 541 records were derived from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012394-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v4skwm
title: Occurrence Download

description: A dataset containing 18013335 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-50.81945 -25.98851,-35.76335 -25.98851,-35.76335 -11.96275,-50.81945 -11.96275,-50.81945 -25.98851))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 18013335 records from 2805 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012293-260129131611470/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.30316132
title: <b>Engineered microalgal-derived extracellular vesicles for enhanced doxorubicin delivery and therapeutic efficacy in breast cancer</b>

description: This file contains all datasets and raw experimental data associated with the manuscript titled <i>"Engineered microalgal-derived extracellular vesicles for enhanced doxorubicin delivery and therapeutic efficacy in breast cancer models."</i>The data are organized according to the experimental sections described in the manuscript and include <b>Raw measurements and uncropped blot</b> from in vitro and in vivo assays.
DOI: 10.6084/m9.figshare.30316132.v1
title: <b>Engineered microalgal-derived extracellular vesicles for enhanced doxorubicin delivery and therapeutic efficacy in breast cancer</b>

description: This file contains all datasets and raw experimental data associated with the manuscript titled <i>"Engineered microalgal-derived extracellular vesicles for enhanced doxorubicin delivery and therapeutic efficacy in breast cancer models."</i>The data are organized according to the experimental sections described in the manuscript and include <b>Raw measurements and uncropped blot</b> from in vitro and in vivo assays.
DOI: 10.15468/dl.gss8zf
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064669-250920141307145/datasets/export for details.
DOI: 10.15468/dl.7ttdkv
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is COL",
 "TaxonKey is Ateles hybridus I.Geoffroy Saint-Hilaire, 1829"
 ]
}

 The dataset includes 94 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011949-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pcajtp
title: Occurrence Download

description: A dataset containing 3646 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lama glama (Linnaeus, 1758)"
 ]
}

 The dataset includes 3646 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0233465-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ompy2
title: Occurrence Download

description: A dataset containing 414304 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Agrostis capillaris L."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 414304 records from 453 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010899-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w62zzz
title: Occurrence Download

description: A dataset containing 2482 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cynomys gunnisoni (Baird, 1855)"
 ]
}

 The dataset includes 2482 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0252637-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tjghxj
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-104.03651 26.47918,-43.96349 26.47918,-43.96349 50.52082,-104.03651 50.52082,-104.03651 26.47918))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Acipenser brevirostrum Lesueur, 1818"
 ]
}

 The dataset includes 22 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011950-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.94gch2
title: Occurrence Download

description: A dataset containing 445 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Canis lupus lycaon Schreber, 1775"
 ]
}

 The dataset includes 445 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0252625-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dmekmw
title: Occurrence Download

description: A dataset containing 25181 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Fossil",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Unknown evidence",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Observation"
 ]
 },
 {
 "or" : [
 "Country is Peru",
 "Country is Panama",
 "Country is Brazil",
 "Country is Argentina",
 "Country is Costa Rica",
 "Country is Colombia",
 "Country is Mexico",
 "Country is French Guiana",
 "Country is Ecuador",
 "Country is United States of America"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Tayassuidae"
 ]
}

 The dataset includes 25181 records from 206 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244611-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hr0d2m
title: Occurrence Download

description: A dataset containing 982 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Madagascar",
 "TaxonKey is Adansonia L."
 ]
}

 The dataset includes 982 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010899-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.