cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.jhjqq6
title: Occurrence Download

description: A dataset containing 58042 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Craugastoridae"
 ]
}

 The dataset includes 58042 records from 358 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009978-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vmm7ne
title: Occurrence Download

description: A dataset containing 7878 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calocitta colliei (Vigors, 1829)"
 ]
}

 The dataset includes 7878 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028737-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rvyb3e
title: Occurrence Download

description: A dataset containing 225 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panax quinquefolius L.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 225 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0162405-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wh4fj7
title: Occurrence Download

description: A dataset containing 14937 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Galium obliquum Vill."
 ]
}

 The dataset includes 14937 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009977-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.adpvkz
title: Occurrence Download

description: A dataset containing 8120 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Boreogadus saida (Lepechin, 1774)"
 ]
}

 The dataset includes 8120 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028739-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yhrq2d
title: Occurrence Download

description: A dataset containing 313 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hydrocotyle umbellata L.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 313 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0162403-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tbya1k
title: Occurrence Download

description: A dataset containing 1812 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-81.46582 30.72106,-87.75 30.90977,-87.83789 30.45625,-87.31055 30.41836,-85.99219 30.38046,-84.98145 29.88638,-83.79492 30.03866,-83.17969 29.65751,-82.6084 29.04465,-82.47656 28.42812,-82.38867 27.34054,-81.94922 26.94949,-81.68555 26.2816,-81.24609 25.92643,-80.89453 25.45121,-80.32324 25.45121,-80.14746 26.08442,-80.2793 27.22337,-80.80664 28.92932,-81.46582 30.72106))",
 "TaxonKey is Hyla squirella Daudin, 1800",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1812 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028740-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7wadfa
title: Occurrence Download

description: A dataset containing 570 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Galium octonarium (Klokov) Pobed."
 ]
}

 The dataset includes 570 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009986-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yap35g
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Camassia angusta (Engelm. & A.Gray) Blank.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 89 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0162414-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n2guzz
title: Occurrence Download

description: A dataset containing 2509 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 Orchesticus abeillei (R.Lesson, 1839)"
 ]
}

 The dataset includes 2509 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009988-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xmqtqq
title: Occurrence Download

description: A dataset containing 1843 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Fossil",
 "BasisOfRecord is Living Specimen"
 ]
 },
 "TaxonKey is Acropora palmata (Lamarck, 1816)"
 ]
}

 The dataset includes 1843 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028741-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4nd5vu
title: Occurrence Download

description: A dataset containing 509 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polygonatum pubescens (Willd.) Pursh",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 509 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0162422-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.umepky
title: Occurrence Download

description: A dataset containing 27508 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bothriochloa ischaemum (L.) Keng",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 27508 records from 564 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012151-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jpyixm
title: Occurrence Download

description: A dataset containing 8358 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is 09871350-0a23-11d8-b854-b8a03c50a862",
 "Geometry POLYGON((-110 49,-101 49,-101 60,-110 60,-110 49))",
 "HasCoordinate is true",
 "TaxonKey is Lepidoptera",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8358 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028743-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eunjkn
title: Occurrence Download

description: A dataset containing 190 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 {
 "or" : [
 "Country is United States of America",
 "Country is Canada"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is Sporobolus pumilus (Roth) P.M.Peterson & Saarela"
 ]
}

 The dataset includes 190 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0224692-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hggvzf
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Freycinetia walkeri Solms"
 ]
}

 The dataset includes 57 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010053-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hdkyq3
title: Occurrence Download

description: A dataset containing 225 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atractosteus tropicus Gill, 1863"
 ]
}

 The dataset includes 225 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028743-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.brlyoe
title: Occurrence Download

description: A dataset containing 516 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Geotrygon albifacies P.L.Sclater, 1858"
 ]
}

 The dataset includes 516 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003964-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4s76fb
title: Occurrence Download

description: A dataset containing 7785 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Festuca brachyphylla Schult. & Schult.f."
 ]
}

 The dataset includes 7785 records from 165 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009980-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.48q55j
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Prunus serotina",
 "HasCoordinate is true",
 "Country is Norway"
 ]
}

 The dataset includes 38 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005044-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ms58ge
title: Occurrence Download

description: A dataset containing 313 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Aquilaria sinensis",
 "Year 1985-2025"
 ]
}

 The dataset includes 313 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005045-251009101135966/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.30328707
title: Multi-scale spatial fusion lightweight model for optical remote sensing image-based small object detection

description: Current remote sensing object detection frameworks often focus solely on the geometric relationship between true and predicted boxes, neglecting the intrinsic shapes of the boxes. In the field of remote sensing detection, there are numerous elongated bounding boxes. Variations in the shape and size of these boxes result in differences in their Intersection over Union (IoU) values, which is particularly noticeable when detecting small objects. Platforms with limited resources, such as satellites and unmanned drones, have strict requirements for detector storage space and computational complexity. This makes it challenging for existing methods to balance detection performance and computational demands. Therefore, this paper presents RS-YOLO, a lightweight framework that enhances You Only Look Once (YOLO) and is specifically designed for deployment on resource-limited platforms. RS-YOLO has developed a bounding box regression approach for remote sensing images, focusing on the shape and scale of the boundary boxes. Additionally, to improve the integration of multi-scale spatial features, RS-YOLO introduces a lightweight multi-scale hybrid attention module for cross-space fusion. The DOTA-v1.0 and HRSC2016 datasets were used to test our model, which was then compared to multiple state-of-the-art oriented object detection models. The results indicate that the detector introduced in this article achieves top performance while being lightweight and suitable for deployment on resource-limited platforms.
DOI: 10.6084/m9.figshare.30328707.v1
title: Multi-scale spatial fusion lightweight model for optical remote sensing image-based small object detection

description: Current remote sensing object detection frameworks often focus solely on the geometric relationship between true and predicted boxes, neglecting the intrinsic shapes of the boxes. In the field of remote sensing detection, there are numerous elongated bounding boxes. Variations in the shape and size of these boxes result in differences in their Intersection over Union (IoU) values, which is particularly noticeable when detecting small objects. Platforms with limited resources, such as satellites and unmanned drones, have strict requirements for detector storage space and computational complexity. This makes it challenging for existing methods to balance detection performance and computational demands. Therefore, this paper presents RS-YOLO, a lightweight framework that enhances You Only Look Once (YOLO) and is specifically designed for deployment on resource-limited platforms. RS-YOLO has developed a bounding box regression approach for remote sensing images, focusing on the shape and scale of the boundary boxes. Additionally, to improve the integration of multi-scale spatial features, RS-YOLO introduces a lightweight multi-scale hybrid attention module for cross-space fusion. The DOTA-v1.0 and HRSC2016 datasets were used to test our model, which was then compared to multiple state-of-the-art oriented object detection models. The results indicate that the detector introduced in this article achieves top performance while being lightweight and suitable for deployment on resource-limited platforms.
DOI: 10.17632/zdg6jzxk4n
title: Policy Determinants of Nurse Workforce Retention and Migration in the Middle East and North Africa (MENA): A Mixed-Methods Policy Analysis (2000–2025)

description: This study, conducted by Dr. Fernan N. Torreno (St. Paul University Manila) and Famiela N. Torreno, LPT, MEd (Universidad de Dagupan), examines the policy and organizational determinants of nurse retention and migration across 18 Middle East and North Africa (MENA) countries between 2000 and 2025. Using a mixed-methods policy analysis, the research integrates quantitative workforce indicators and qualitative stakeholder perspectives guided by a Policy Determinants Framework adapted from Walt and Gilson.

Thirty empirical and policy studies were systematically synthesized following PRISMA 2020 and ENTREQ standards, complemented by 20 anonymized stakeholder interviews. The analysis identified governance quality, wage parity, professional autonomy, and education investment as the strongest predictors of retention. A cross-regional comparison between GCC and non-GCC countries revealed that governance coherence and salary parity drive sustained localization and workforce stability.

The findings provide actionable insights for policymakers, emphasizing the creation of national nursing councils, equitable pay systems, and continuing-education pathways. The study contributes to global health-policy reform by proposing a regional roadmap for achieving sustainable nurse retention and ethical workforce mobility across low- and middle-income contexts.
DOI: 10.17632/zdg6jzxk4n.1
title: Policy Determinants of Nurse Workforce Retention and Migration in the Middle East and North Africa (MENA): A Mixed-Methods Policy Analysis (2000–2025)

description: This study, conducted by Dr. Fernan N. Torreno (St. Paul University Manila) and Famiela N. Torreno, LPT, MEd (Universidad de Dagupan), examines the policy and organizational determinants of nurse retention and migration across 18 Middle East and North Africa (MENA) countries between 2000 and 2025. Using a mixed-methods policy analysis, the research integrates quantitative workforce indicators and qualitative stakeholder perspectives guided by a Policy Determinants Framework adapted from Walt and Gilson.

Thirty empirical and policy studies were systematically synthesized following PRISMA 2020 and ENTREQ standards, complemented by 20 anonymized stakeholder interviews. The analysis identified governance quality, wage parity, professional autonomy, and education investment as the strongest predictors of retention. A cross-regional comparison between GCC and non-GCC countries revealed that governance coherence and salary parity drive sustained localization and workforce stability.

The findings provide actionable insights for policymakers, emphasizing the creation of national nursing councils, equitable pay systems, and continuing-education pathways. The study contributes to global health-policy reform by proposing a regional roadmap for achieving sustainable nurse retention and ethical workforce mobility across low- and middle-income contexts.
DOI: 10.17632/d7k8xdbkw2
title: Multi-scale impacts of land use change and fragmentation on reptile diversity patterns in subtropical landscapes from Mexico

description: Land use change drives biodiversity loss, but fragmented landscapes can still support substantial biodiversity. To explore the dynamics between landscape characteristics and diversity, multi-scale analyses are needed. We examined the effect of land use change and fragmentation on reptile abundance and taxonomic and functional diversity patterns in two subtropical landscapes within the Sierra Madre del Sur, a biodiverse region in southern Mexico with urgent conservation needs. For this, we sampled reptile communities within different land use types (large and small forest patches, croplands and non-natural pastures), identifying environmental and landscape factors explaining such patterns at the local (i.e., within each land use type) and landscape (i.e., at surrounding areas of each land use type) scales. We also evaluated variations in species functional traits between land use types and identified functionally unique, specialized, and endangered species in conserved versus disturbed habitats. We observed greater trait diversity in forest patches, as well as functionally specialized, unique, and endangered species. Reptile abundance and diversity were positively related to local vegetation and forest cover within 100–500 m spatial extents from focal sites. At larger spatial extents, the presence of other land use types was an important driver of overall diversity. These findings underscore the conservation value of both large and small forest patches for reptile conservation, serving as source habitats for disturbed land uses. However, at broader scales, a more heterogeneous landscape may enhance overall diversity, so efforts should consider the conservation value of other land use types within the landscapes. A holistic conservation approach, integrating landscape-scale factors and local variables, is essential for understanding and preserving reptile diversity in these fragmented landscapes.

This dataset can be used to reproduce the analyses performed in this research. Particularly, we provide data to:

1) Calculate reptile taxonomic and functional diversity, functional diversity standardized effect sizes, using Hill’s numbers, and functional uniqueness, functional specialization and the FUSE (functionally unique, specialized, and endangered) indexes, in the four land use types evaluated.
2) Perform a RLQ and Fourth-corner analysis to evaluate variations in species functional traits between land use types.
3) Model the relationships between both diversity dimensions, and local and landscape-scale variables using generalized additive models (GAMs), and identify the scale of effect (i.e., the scale where environmental variables have the most influence on diversity) for each dependent variable.
DOI: 10.6084/m9.figshare.30328803
title: Restricted 2-fault diameter of hypercubes

description: This research is supported by the National College Students' Innovation and Entrepreneurship Training Program (S202410530093), the National Natural Science Foundation of China(12301453), the Project of Education Department of Hunan Province(22B0180, 23B0125), the Project of Hunan Provincial Natural Science Foundation of China (2021JJ40522), the Project of Scientific Research Fund of Hunan Provincial Science and Technology Department (No. 2018WK4006), the 111 Project (No. D23017). The fault diameter is a measure in graph theory and network design that evaluates the robustness of a network's diameter. It addresses how the network's efficiency degrades under worst-case failure scenarios, ensuring critical systems maintain performance despite faults. In this paper, we consider the restricted fault diameter of the <i>n</i>-dimensional hypercube network Qn(n≥4). We show that the diameter Qn−F is no more than <i>n</i> + 3 for any F⊆V(Qn) with δ(Qn−F)≥2 and |F|≤4n−9.
DOI: 10.6084/m9.figshare.30328803.v1
title: Restricted 2-fault diameter of hypercubes

description: This research is supported by the National College Students' Innovation and Entrepreneurship Training Program (S202410530093), the National Natural Science Foundation of China(12301453), the Project of Education Department of Hunan Province(22B0180, 23B0125), the Project of Hunan Provincial Natural Science Foundation of China (2021JJ40522), the Project of Scientific Research Fund of Hunan Provincial Science and Technology Department (No. 2018WK4006), the 111 Project (No. D23017). The fault diameter is a measure in graph theory and network design that evaluates the robustness of a network's diameter. It addresses how the network's efficiency degrades under worst-case failure scenarios, ensuring critical systems maintain performance despite faults. In this paper, we consider the restricted fault diameter of the <i>n</i>-dimensional hypercube network Qn(n≥4). We show that the diameter Qn−F is no more than <i>n</i> + 3 for any F⊆V(Qn) with δ(Qn−F)≥2 and |F|≤4n−9.