cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5683/sp2/um6ryf
title: Biosurveillance for invasive insect pest species using an environmental DNA metabarcoding approach and a high salt trap collection fluid

description: Amplification of environmental DNA from a saturated salt solution, trap fluid allows for the retention of trap specimens for downstream morphological identifications. In addition, a saturated salt solution to preserve specimens in traps addresses issues with the high evaporation rate of ethanol, and public safety concerns with other fluid preservation options in public settings. The current repository contains metabarcoding and associated data for a 407-nucleotide segment of the cytochrome c oxidase subunit 1 (COI) animal barcode region. Fluid was collected from 12 Lindgren funnel traps in two Ontario regions in forested areas to survey for wood boring beetles of regulatory concern. Our results show how this protocol can be used as an efficient method for the surveillance of insects using a trap with a saturated salt solution and eDNA metabarcoding to detect species of regulatory concern.
DOI: 10.15468/dl.6sgjcu
title: Occurrence Download

description: A dataset containing 2410 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-97.9228 22.31443,-97.8304 22.31443,-97.8304 22.38723,-97.9228 22.38723,-97.9228 22.31443))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2410 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021086-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kdu7c9
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Yucca gigantea Lem.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is Living Specimen"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021087-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14266406
title: Synthetic dataset from - Bar et al., Sifting through the haystack - efficiently finding rare behaviors in large-scale datasets, WACV 2025

description: This is a synthetic dataset emulating pose estimation data, introduced in the associated paper. 

Briefly, each sample in the dataset is a sequence of 5-keypoints with 9 timesteps. Movement of each keypoint in time is determined by a sinus with some amplitude A and some frequency f, this is loosely inspired by larval zebrafish swimming movement. There are two types of behaviors - a common behavior (aka forming the majority of the samples in the dataset) where the frequency of the sinus is larger than the amplitude, and a rare one where the amplitude is larger than the frequency. We vary the similarity between the rare and common behaviors by relaxing the standard deviation of the gaussian from which we draw these movement parameters (behavior similarity, sd= [0.5, 1.5, 2.5, 5]). We also test different levels of data imbalance, varying the frequency of the rare behavior (rarity=[1.5%,5%,12%,24%]). 

Thus we created 16 datasets with all possible combinations.

The data generation code will become available in our code repository: https://github.com/shir3bar/SiftingTheHaystack

The data was used to create a controlled experimental sandbox in which we could test our pipeline for detecting rare behaviors. Sounds interesting? Read our paper and check out the code :)
DOI: 10.5281/zenodo.14266407
title: Synthetic dataset from - Bar et al., Sifting through the haystack - efficiently finding rare behaviors in large-scale datasets, WACV 2025

description: This is a synthetic dataset emulating pose estimation data, introduced in the associated paper. 

Briefly, each sample in the dataset is a sequence of 5-keypoints with 9 timesteps. Movement of each keypoint in time is determined by a sinus with some amplitude A and some frequency f, this is loosely inspired by larval zebrafish swimming movement. There are two types of behaviors - a common behavior (aka forming the majority of the samples in the dataset) where the frequency of the sinus is larger than the amplitude, and a rare one where the amplitude is larger than the frequency. We vary the similarity between the rare and common behaviors by relaxing the standard deviation of the gaussian from which we draw these movement parameters (behavior similarity, sd= [0.5, 1.5, 2.5, 5]). We also test different levels of data imbalance, varying the frequency of the rare behavior (rarity=[1.5%,5%,12%,24%]). 

Thus we created 16 datasets with all possible combinations.

The data generation code will become available in our code repository: https://github.com/shir3bar/SiftingTheHaystack

The data was used to create a controlled experimental sandbox in which we could test our pipeline for detecting rare behaviors. Sounds interesting? Read our paper and check out the code :)
DOI: 10.15468/dl.jm3qrw
title: Occurrence Download

description: A dataset containing 188399 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.62102 6.04637,-75.50783 6.04637,-75.50783 6.18174,-75.62102 6.18174,-75.62102 6.04637))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 188399 records from 132 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021024-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ky2c9h
title: Occurrence Download

description: A dataset containing 100950 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lantana camara L."
 ]
}

 The dataset includes 100950 records from 771 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021037-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pmzrhj
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Grateloupia turuturu Yamada",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 112 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083117-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.33d688
title: Occurrence Download

description: A dataset containing 528 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Grateloupia turuturu Yamada",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 528 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083118-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wcr387
title: Occurrence Download

description: A dataset containing 2728 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Strix fulvescens (P.L.Sclater & Salvin, 1868)"
 ]
}

 The dataset includes 2728 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083120-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m4b6e3
title: Occurrence Download

description: A dataset containing 220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Helleborus thibetanus Franch."
 ]
}

 The dataset includes 220 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083119-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15381660
title: "Hypoglycemic effect of the aqueous extract from Acalypha argomuelleri Briq.       ' Sweet stick' leaves in Rattus rattus var. albinus"
DOI: 10.15468/dl.7c3zdg
title: Occurrence Download

description: A dataset containing 1436 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Epinephelus aeneus (Geoffroy Saint-Hilaire, 1817))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1436 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083121-250525065834625/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.29442248.v1
title: Data | EFFECTS OF PROGRESSIVE STRENGTH TRAINING ON MUSCLE STRENGTH IN ELDERLY MEN WITH PROSTATE CANCER UNDERGOING ANDROGEN DEPRIVATION THERAPY: A SYSTEMATIC REVIEW

description: <b>Objetivo:</b> Sintetizar as evidências sobre os efeitos do treinamento de força progressivo na força muscular de homens idosos com câncer de próstata submetidos à terapia de privação androgênica. <b>Métodos:</b> Realizou-se uma revisão sistemática de ensaios clínicos randomizados nas bases de dados PubMed, Scopus, Embase e <i>ClinicalTrials</i>. Foram incluídos estudos com homens idosos com 60 anos ou mais, com câncer de próstata em terapia de privação androgênica, que compararam o treinamento de força progressivo a um grupo controle ativo. O risco de viés e a qualidade da evidência foram avaliados pelas ferramentas RoB 2.0 e GRADE, respectivamente. <b>Resultados:</b> Foram incluídos 10 ensaios clínicos randomizados, totalizando N=481 participantes. O treinamento de força progressivo promoveu ganhos significativos de força muscular, variando de 7,0% a 23,0%. Protocolos supervisionados, com progressão de carga estruturada, alta adesão e duração mínima de 12 semanas, apresentaram os ganhos mais consistentes. Em contraste, intervenções domiciliares ou não supervisionadas demonstraram resultados inconsistentes ou não significativos. O teste de uma repetição máxima foi o método mais sensível para detectar alterações na força muscular dinâmica. Nenhuma intervenção resultou em eventos adversos graves. <b>Conclusão:</b> O treinamento de força progressivo é uma estratégia terapêutica segura e eficaz para aumentar a força muscular em homens idosos com câncer de próstata em terapia de privação androgênica. Protocolos supervisionados e estruturados são superiores e devem ser integrados como componente padrão nos programas de reabilitação oncológica para essa população.
DOI: 10.15468/dl.p6e9hb
title: Occurrence Download

description: A dataset containing 7693 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Achillea setacea Waldst. & Kit."
 ]
}

 The dataset includes 7693 records from 230 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083122-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34847/nkl.7091mk71
title: 03_testo_agrinion_0103

description: 1.0
description: normale
description: progressiva
description: regolare
description: 3.0
description: 1897.0
description: 1894.0
description: 1899.0
description: Source: Socal, Michela
description: Temporal: -200.0
description: Temporal: -299.0
description: Temporal: III secolo a.C.
description: Temporal: 1909.0
description: Temporal: epoca ellenistica
description: modified: 14/06/2018
description: temporal: -200.0
description: temporal: -299.0
description: temporal: III secolo a.C.
description: temporal: 1909.0
description: temporal: epoca ellenistica
DOI: 10.15468/dl.jm8gpf
title: Occurrence Download

description: A dataset containing 5021 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sagittaria platyphylla (Engelm.) J.G.Sm.",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5021 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083124-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ye45xn
title: Occurrence Download

description: A dataset containing 200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Notomys aquilo Thomas, 1921"
 ]
}

 The dataset includes 200 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083123-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cfkd5r
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sagittaria platyphylla (Engelm.) J.G.Sm.",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083125-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t4rhn4
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sagittaria platyphylla (Engelm.) J.G.Sm.",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 62 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083126-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p9z8v2
title: Occurrence Download

description: A dataset containing 1874 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ethmalosa fimbriata (Bowdich, 1825))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1874 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083127-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tef6x4
title: Occurrence Download

description: A dataset containing 8113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-82.48234 11.43569,26.97779 11.43569,26.97779 70.3014,-82.48234 70.3014,-82.48234 11.43569))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Balaenoptera acutorostrata Lacépède, 1804",
 "Year 2015-2025"
 ]
}

 The dataset includes 8113 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083130-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gf4ja9
title: Occurrence Download

description: A dataset containing 1187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Galeoides decadactylus (Bloch, 1795))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1187 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083131-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jc3spw
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sagittaria platyphylla (Engelm.) J.G.Sm.",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 51 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083132-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eswmru
title: Occurrence Download

description: A dataset containing 7693 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Achillea setacea Waldst. & Kit."
 ]
}

 The dataset includes 7693 records from 230 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083133-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hq7hwv
title: Occurrence Download

description: A dataset containing 726 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lutjanus agennes Bleeker, 1863)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 726 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083135-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vch6f9
title: Occurrence Download

description: A dataset containing 1299 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asparagus aethiopicus L.",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1299 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083140-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pu4994
title: Occurrence Download

description: A dataset containing 158 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Chile",
 "Issue is one of (Coordinate rounded, Geodetic datum assumed WGS84)",
 "TaxonKey is Hymenochaetaceae"
 ]
}

 The dataset includes 158 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083137-250525065834625/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.29442248.v2
title: Data

description: <b>Objetivo:</b> Sintetizar as evidências sobre os efeitos do treinamento de força progressivo na força muscular de homens idosos com câncer de próstata submetidos à terapia de privação androgênica. <b>Métodos:</b> Realizou-se uma revisão sistemática de ensaios clínicos randomizados nas bases de dados PubMed, Scopus, Embase e <i>ClinicalTrials</i>. Foram incluídos estudos com homens idosos com 60 anos ou mais, com câncer de próstata em terapia de privação androgênica, que compararam o treinamento de força progressivo a um grupo controle ativo. O risco de viés e a qualidade da evidência foram avaliados pelas ferramentas RoB 2.0 e GRADE, respectivamente. <b>Resultados:</b> Foram incluídos 10 ensaios clínicos randomizados, totalizando N=481 participantes. O treinamento de força progressivo promoveu ganhos significativos de força muscular, variando de 7,0% a 23,0%. Protocolos supervisionados, com progressão de carga estruturada, alta adesão e duração mínima de 12 semanas, apresentaram os ganhos mais consistentes. Em contraste, intervenções domiciliares ou não supervisionadas demonstraram resultados inconsistentes ou não significativos. O teste de uma repetição máxima foi o método mais sensível para detectar alterações na força muscular dinâmica. Nenhuma intervenção resultou em eventos adversos graves. <b>Conclusão:</b> O treinamento de força progressivo é uma estratégia terapêutica segura e eficaz para aumentar a força muscular em homens idosos com câncer de próstata em terapia de privação androgênica. Protocolos supervisionados e estruturados são superiores e devem ser integrados como componente padrão nos programas de reabilitação oncológica para essa população.
DOI: 10.15468/dl.72cen3
title: Occurrence Download

description: A dataset containing 10853 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asparagus aethiopicus L.",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10853 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083138-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ccpm6u
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asparagus aethiopicus L.",
 "Country is Cuba",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083139-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jrjndt
title: Occurrence Download

description: A dataset containing 8275 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Achillea collina (Wirtg.) Becker ex Heimerl"
 ]
}

 The dataset includes 8275 records from 181 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083142-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dm9gt7
title: Occurrence Download

description: A dataset containing 569 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asparagus africanus Lam.",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 569 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083145-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34847/nkl.70c7u5ca
title: AGRINION - Stele funeraria
title: Agrinion 7

description: buono
description: numero di inventario
description: Source: Socal, Michela
description: Provenance: 1.0
description: Provenance: Dorsoduro 3484/D Venezia
description: Provenance: Italia
description: Provenance: Università Ca' Foscari
description: Provenance: Venezia
description: Provenance: primo piano
description: created: 1981-1985
DOI: 10.15468/dl.uqfnwa
title: Occurrence Download

description: A dataset containing 17635 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Notomys Lesson, 1842, Notomys aquilo Thomas, 1921)"
 ]
}

 The dataset includes 17635 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083146-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.