cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.18739/a2m03z03x
title: Moderate Resolution Imaging Spectroradiometer (MODIS)/Terra+Aqua BRDF/Albedo Nadir Bidirectional Reflectance Distribution Function (BRDF)-Adjusted Ref Daily L3 Global - 500m V006

description: The Moderate Resolution Imaging Spectroradiometer (MODIS) MCD43A4 Version 6 Nadir Bidirectional Reflectance Distribution Function (BRDF)-Adjusted Reflectance (NBAR) dataset is produced daily using 16 days of Terra and Aqua MODIS data at 500 meter (m) resolution. The view angle effects are removed from the directional reflectances, resulting in a stable and consistent NBAR product. Data are temporally weighted to the ninth day which is reflected in the Julian date in the file name.
 Users are urged to use the band specific quality flags to isolate the highest quality full inversion results for their own science applications as described in the User Guide.
 The MCD43A4 provides NBAR and simplified mandatory quality layers for MODIS bands 1 through 7. Essential quality information provided in the corresponding MCD43A2 data file should be consulted when using this product.
DOI: 10.15468/dl.phxwfa
title: Occurrence Download

description: A dataset containing 2465 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Living Specimen, Occurrence evidence)",
 "Country is Portugal",
 "DatasetKey is one of (iNaturalist Research-grade Observations, Sightings Map of Invasive Plants in Portugal, Flora records in the Azores: LIFE IP Azores Natura, Biodiversity4all Research-Grade Observations, Occurrences from the Alien CSI Bioblitz: citizen science to engage society in invasive species monitoring, Observation.org, Nature data from around the World)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (February, March, April, May, June, July, August, September, October, November, December, January)",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (28eb1a3f-1c15-4a95-931a-4af90ecb574d, 16e26fb0-7f13-4ae2-b57c-2543f451f5b3, 0a80feca-b411-428a-a34e-c5c2fa07cdba, e3aa237e-53c8-4c46-93ef-77a18bb9c80e, 1cd669d0-80ea-11de-a9d0-f1765f95f18b, c8d737e0-2ff8-42e8-b8fc-6b805d26fc5f)",
 "TaxonKey is Cortaderia selloana (Schult. & Schult.f.) Asch. & Graebn.",
 "Year 2019-2024"
 ]
}

 The dataset includes 2465 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014284-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xgbdw3
title: Occurrence Download

description: A dataset containing 397 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Androlepis Brongn. ex Houllet"
 ]
}

 The dataset includes 397 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006953-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zuwsp4
title: Occurrence Download

description: A dataset containing 642 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is one of (Ecuador, Peru)",
 "Geometry POLYGON((-108.22724 -21.33446,-37.58946 -21.33446,-37.58946 6.94982,-108.22724 6.94982,-108.22724 -21.33446))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Polylepis incana Kunth"
 ]
}

 The dataset includes 642 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006954-250426092105405/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.28900014
title: Optimal knots for smoothing splines and adaptive smoothing splines in generalized linear models: Design approach

description: Smoothing splines play a crucial role as a prevalent tool for estimating unknown functions in non parametric regression. In fitting functions with varying roughness, adaptive smoothing splines provide the flexibility to adjust the smoothing parameter adaptively with the changes over the predictor variable within specific intervals, facilitating accommodation for changing roughness. Despite its intuitive appeal and high flexibility, the implementation of this estimator poses challenges, especially in the absence of specified knot numbers, knot locations, and certain simplifying assumptions on the smoothing parameter. D-optimal designs are considered to specify the knot locations in this models. The prior information from data as the prior curvature knowledge can be useful for this optimization problem. For this purpose, the smoothing parameter in this optimization problem can be considered as a function based on the prior curvature. We apply this method to responses from the exponential family of distributions. The mathematical expression of the estimator of the curve in a generalized linear mixed model enables us to derive an information matrix. The derived information matrix and hence the optimum design will depend on the values of the model’s unknown parameters. In such situations, numerical techniques should be considered for evaluating and optimizing this criterion.
DOI: 10.6084/m9.figshare.28900014.v1
title: Optimal knots for smoothing splines and adaptive smoothing splines in generalized linear models: Design approach

description: Smoothing splines play a crucial role as a prevalent tool for estimating unknown functions in non parametric regression. In fitting functions with varying roughness, adaptive smoothing splines provide the flexibility to adjust the smoothing parameter adaptively with the changes over the predictor variable within specific intervals, facilitating accommodation for changing roughness. Despite its intuitive appeal and high flexibility, the implementation of this estimator poses challenges, especially in the absence of specified knot numbers, knot locations, and certain simplifying assumptions on the smoothing parameter. D-optimal designs are considered to specify the knot locations in this models. The prior information from data as the prior curvature knowledge can be useful for this optimization problem. For this purpose, the smoothing parameter in this optimization problem can be considered as a function based on the prior curvature. We apply this method to responses from the exponential family of distributions. The mathematical expression of the estimator of the curve in a generalized linear mixed model enables us to derive an information matrix. The derived information matrix and hence the optimum design will depend on the values of the model’s unknown parameters. In such situations, numerical techniques should be considered for evaluating and optimizing this criterion.
DOI: 10.15468/dl.hw4sev
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centaurea majorovii Dumbadze"
 ]
}

 The dataset includes 50 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0129929-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zpcdta
title: Occurrence Download

description: A dataset containing 49018 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salamandra salamandra (Linnaeus, 1758)"
 ]
}

 The dataset includes 49018 records from 422 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018156-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jy4b8y
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004048-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4y0amt
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000395-160802083343578/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.paa7um
title: Occurrence Download

description: A dataset containing 203 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centaurea maroccana Ball"
 ]
}

 The dataset includes 203 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0129942-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fatbya
title: Occurrence Download

description: A dataset containing 110742213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-120.2209 12.76819,-82.28004 12.76819,-82.28004 34.21245,-120.2209 34.21245,-120.2209 12.76819))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 110742213 records from 2459 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028395-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.btz9gw
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051463-250717081556266/datasets/export for details.
DOI: 10.15468/dl.w9q5ru
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Momordica charantia",
 "Country is Micronesia (Federated States of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051460-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.49ud59
title: Occurrence Download

description: A dataset containing 20968 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senecio madagascariensis",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20968 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051462-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.duu9t6
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senecio madagascariensis",
 "Country is Kenya",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051464-250717081556266/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.29649380.v2
title: Healthy and Diseased Leaves

description: This dataset contains a curated subset of plant leaf images labeled as either <i>healthy</i> or <i>diseased</i>, intended for binary image classification tasks in plant pathology and agricultural health monitoring.The dataset is a derivative work based on an original dataset titled <b>"A Database of Leaf Images: Practice towards Plant Conservation with Plant Pathology"</b>, published by Chouhan et al. on Mendeley Data in 2019 and licensed under <b>Creative Commons Attribution 4.0 (CC BY 4.0)</b>. The original dataset can be accessed here.A modified version of the dataset was later uploaded to Kaggle by user <i>prasanshasatpathy</i>, where it was adapted into a binary classification format and stripped of augmentation. The Kaggle version (without a formal license) can be accessed here: https://www.kaggle.com/datasets/prasanshasatpathy/leaves-healthy-or-diseasedFor this version, images of healthy and diseased leaves were extracted from the original dataset and organized into two separate folders: <code>healthy/</code> and <code>diseased/</code>, to support binary classification tasks in machine learning workflows.
DOI: 10.15468/dl.drz8ra
title: Occurrence Download

description: A dataset containing 44329 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saurida undosquamis"
 ]
}

 The dataset includes 44329 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051465-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r9w3ta
title: Occurrence Download

description: A dataset containing 13105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Larinioides sclopetarius"
 ]
}

 The dataset includes 13105 records from 205 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051466-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wrdh97
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051467-250717081556266/datasets/export for details.
DOI: 10.15468/dl.sfnwdv
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Momordica charantia",
 "Country is Guyana",
 "HasCoordinate is true"
 ]
}

 The dataset includes 50 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051468-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q54psn
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Momordica charantia",
 "Country is Indonesia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 92 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051469-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.95re8b
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Momordica charantia",
 "Country is Marshall Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051470-250717081556266/datasets/export for details.
DOI: 10.15468/dl.zja66k
title: Occurrence Download

description: A dataset containing 51518 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Strymon melinus"
 ]
}

 The dataset includes 51518 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051403-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n5n5uh
title: Occurrence Download

description: A dataset containing 217 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senecio madagascariensis",
 "Country is Uruguay",
 "HasCoordinate is true"
 ]
}

 The dataset includes 217 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051473-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16457995
title: 1-fatal_findings_cover_chamorro.jpg
DOI: 10.5281/zenodo.16457996
title: 1-fatal_findings_cover_chamorro.jpg
DOI: 10.15468/dl.z7pr6r
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051474-250717081556266/datasets/export for details.
DOI: 10.15468/dl.wv5xxf
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051472-250717081556266/datasets/export for details.
DOI: 10.15468/dl.54qq5d
title: Occurrence Download

description: A dataset containing 205 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Momordica charantia",
 "Country is Nicaragua",
 "HasCoordinate is true"
 ]
}

 The dataset includes 205 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051475-250717081556266/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.29649758
title: ETT Database

description: This dataset accompanies the study <i>“Epistemic Trust Towards Teacher Questionnaire: Development and Preliminary Validation”</i>, which reports on the creation and psychometric evaluation of a self-report measure assessing students’ epistemic trust in a specific teacher. The study was conducted with 224 middle and high school students (ages 11–15). The dataset includes anonymized item-level responses to the 52 initial questionnaire items, demographic variables, and scores from related constructs (e.g., teacher-student relationship quality, working alliance, non-verbal immediacy, student motivation). Data were used for exploratory and confirmatory factor analyses, as well as validity testing. All personally identifying information has been removed in accordance with ethical approval protocols.
DOI: 10.6084/m9.figshare.29649758.v1
title: ETT Database

description: This dataset accompanies the study <i>“Epistemic Trust Towards Teacher Questionnaire: Development and Preliminary Validation”</i>, which reports on the creation and psychometric evaluation of a self-report measure assessing students’ epistemic trust in a specific teacher. The study was conducted with 224 middle and high school students (ages 11–15). The dataset includes anonymized item-level responses to the 52 initial questionnaire items, demographic variables, and scores from related constructs (e.g., teacher-student relationship quality, working alliance, non-verbal immediacy, student motivation). Data were used for exploratory and confirmatory factor analyses, as well as validity testing. All personally identifying information has been removed in accordance with ethical approval protocols.
DOI: 10.15468/dl.27naj5
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Momordica charantia",
 "Country is Niue",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051476-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ukew2
title: Occurrence Download

description: A dataset containing 8061 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scomber colias"
 ]
}

 The dataset includes 8061 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051477-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pymbnv
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051478-250717081556266/datasets/export for details.
DOI: 10.15468/dl.mjkat5
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051479-250717081556266/datasets/export for details.
DOI: 10.15468/dl.vdvvrw
title: Occurrence Download

description: A dataset containing 92168 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dicrurus caerulescens)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 92168 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051453-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xantfg
title: Occurrence Download

description: A dataset containing 87176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dicrurus hottentottus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 87176 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051454-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tvntxu
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051482-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.