cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.h5f8aq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zosterops citrinella",
 "Country is one of (Myanmar, Thailand, Lao People’s Democratic Republic, Cambodia, Viet Nam, Malaysia)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027341-250827131500795/datasets/export for details.
DOI: 10.15468/dl.u47psm
title: Occurrence Download

description: A dataset containing 10056 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Elaboración de la base de datos de los ejemplares de la colección general de insectos adultos de la Dirección General de Sanidad Vegetal"
 ]
}

 The dataset includes 10056 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027342-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uevy6s
title: Occurrence Download

description: A dataset containing 321 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galium thunbergianum",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 321 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027344-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/45786
title: Chandra X-ray Observatory ObsId 45786
DOI: 10.15468/dl.qrbujx
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantago major",
 "Geometry POLYGON ((4.350227 50.78323, 4.350227 50.79168, 4.3597 50.79168, 4.3597 50.78323, 4.350227 50.78323))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027343-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j7rpxg
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Crenicichla scottii)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 95 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027345-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71819/zuzd0r
title: Coleção Biológica de Invertebrados do IF Baiano

description: Essa coleção destina-se como repositório do material coletado em projetos de pesquisa desenvolvidos pelos docentes da instituição. Especificamente, essa coleção receberá os espécimes de outros grupos de invertebrados, tais como Cnidaria, Nematoda, Platyhelminthes, entre outros. A principal ténica de preservação e manutenção do material se dá por via úmida, em álcool 70% e formalina.
DOI: 10.15468/dl.rcxtth
title: Occurrence Download

description: A dataset containing 26734 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Occurrence evidence)",
 "Continent is North America",
 "OccurrenceStatus is Present",
 "TaxonKey is Ardea ibis",
 "Year 1970-2025"
 ]
}

 The dataset includes 26734 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027307-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.52jc7c
title: Occurrence Download

description: A dataset containing 861 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Benin, Senegal, Burkina Faso, Togo, Côte d’Ivoire, Mali, Niger, Nigeria, Ghana, Guinea, Guinea-Bissau, Gambia, Cabo Verde, Liberia, Sierra Leone)",
 "OccurrenceStatus is Present",
 "TaxonKey is Strychnos innocua",
 "Year 1980-2025"
 ]
}

 The dataset includes 861 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027346-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4adrvd
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027347-250827131500795/datasets/export for details.
DOI: 10.5281/zenodo.15746535
title: Bite performance of the European pond turtle from Serbia
DOI: 10.5281/zenodo.17058095
title: Bite performance of the European pond turtle from Serbia
DOI: 10.15468/dl.sj728w
title: Occurrence Download

description: A dataset containing 197 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Ambystoma laterale"
 ]
 },
 "HasCoordinate is TRUE",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2022",
 "DecimalLatitude is greater than or equal to 46.22630741626326",
 "DecimalLatitude is less than or equal to 56.68059351816094",
 "DecimalLongitude is greater than or equal to -83.08806240858173",
 "DecimalLongitude is less than or equal to -51.051876572634264",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 197 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027348-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6syvhb
title: Occurrence Download

description: A dataset listing the 4 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-94.78512 -49.40942,-16.09371 -49.40942,-16.09371 -15.89380,-94.78512 -15.89380,-94.78512 -49.40942))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Solanum commersonii"
 ]
}

 The dataset's 4 records were derived from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027325-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rwt5gn
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silene schafta",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 22 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027349-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.69jd5d
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silene schafta",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 33 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027350-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.85t5sw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zosterops luteus",
 "Country is one of (Myanmar, Thailand, Lao People’s Democratic Republic, Cambodia, Viet Nam, Malaysia)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027351-250827131500795/datasets/export for details.
DOI: 10.26207/67bp-ng18
title: Data and supplementary material for Improving U-Net Confidence on TEM Image Data with L2-Regularization, Transfer Learning, and Deep Fine-Tuning

description: With ever-increasing data volumes, it is essential to develop automated approaches for identifying nanoscale defects in transmission electron microscopy (TEM) images. However, compared to features in conventional photographs, nanoscale defects in TEM images exhibit far greater variation due to the complex contrast mechanisms and intricate
defect structures. These challenges often result in much less
labelled data and higher rates of annotation errors, posing
significant obstacles to improving machine learning model
performance for TEM image analysis. To address these limitations, we examined transferring learning by leveraging
large, pre-trained models used for natural images.

We demonstrated that by using the pre-trained encoder
and L2-regularization, semantically complex features are
ignored in favor of simpler, more reliable cues, substantially
improving the model performance. However, this improvement cannot be captured by conventional evaluation metrics
such as F1-score, which can be skewed by human annotation
errors treated as “ground truth”. Instead, we introduced
novel evaluation metrics that are independent of the annotation accuracy. Using grain boundary detection in UO2 as a
case study, we found that our approach led to a 64% increase
in the total number of grains detected, which acts a robust
and holistic measure of model performance on the TEM
dataset used in this work. Finally, we showed that model
self-confidence is only achieved through transfer learning
and fine-tuning of very deep layers.
DOI: 10.15468/dl.udupdh
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Poa annua",
 "Geometry POLYGON ((4.350227 50.78323, 4.350227 50.79168, 4.3597 50.79168, 4.3597 50.78323, 4.350227 50.78323))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027352-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wb3dxs
title: Occurrence Download

description: A dataset containing 291 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heinsenia diervilleoides",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 291 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027353-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cfch24
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Odontostilbe mitoptera)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027355-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kawssn
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silene schafta",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027356-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2y734u
title: Occurrence Download

description: A dataset containing 1004 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Keetia gueinzii",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1004 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027360-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2knjzh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Poa pratensis",
 "Geometry POLYGON ((4.350227 50.78323, 4.350227 50.79168, 4.3597 50.79168, 4.3597 50.78323, 4.350227 50.78323))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027358-250827131500795/datasets/export for details.
DOI: 10.57830/2315177
title: Western Snowy Plover Monitoring for Golden Gate National Recreation Area and the San Francisco Bay Area Inventory and Monitoring Network: 1994-2024 - Data Package

description: This dataset contains monitoring information for the federally threatened Western Snowy Plover at Golden Gate National Recreation Area. Data includes the number of snowy plover adults within section locations from survey year 1994 - 2024. Ancillary data is included for known sources of disturbance to snowy plovers both natural and anthropogenic. Additionally, the datasets include information about other shorebird species encountered during snowy plover surveys.
DOI: 10.15468/dl.c9dswe
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zosterops lateralis",
 "Country is one of (Myanmar, Thailand, Lao People’s Democratic Republic, Cambodia, Viet Nam, Malaysia)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027361-250827131500795/datasets/export for details.
DOI: 10.71819/7sjcd5
title: Coleção Biológica de Annelida do IF Baiano

description: Essa coleção destina-se como repositório do material coletado em projetos de pesquisa desenvolvidos pelos docentes da instituição. Especificamente, essa coleção receberá os espécimes de annelida provenientes de projetos. A principal ténica de preservação e manutenção do material se dá por via úmida, em álcool 70% e formalina.
DOI: 10.15468/dl.v3jmsh
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rita kuturnee)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027362-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wb7dy7
title: Occurrence Download

description: A dataset containing 231 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silene tridentata",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 231 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027363-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/gwbap5
title: 2024 Survey of the Performance of American Elections

description: Dataset and document for the 2024 Survey of the Performance of American Elections
description: There are two sets of weights in the dataset; -weight_stacked- is intended to produce a representative sample of registered voters _within each state_, whereas -weight_final- is intended to produce a representative sample of registered voters _nationwide_.

See the note to Q36 concerning a programming error to that question which affects responses to it and Q38. Use these questions cautiously, if at all.
DOI: 10.15468/dl.caqc2f
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silene tridentata",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027364-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y4mq69
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Poa trivialis",
 "Geometry POLYGON ((4.350227 50.78323, 4.350227 50.79168, 4.3597 50.79168, 4.3597 50.78323, 4.350227 50.78323))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027365-250827131500795/datasets/export for details.
DOI: 10.15468/dl.eevcxc
title: Occurrence Download

description: A dataset containing 298 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lasianthus kilimandscharicus",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 298 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027366-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xz5syk
title: Occurrence Download

description: A dataset containing 824 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caluromys lanatus"
 ]
}

 The dataset includes 824 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027367-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15579737
title: MD Simulations for Human Protein Synthesis Requires aminoacyl-tRNA Pivoting During Proofreading
DOI: 10.5281/zenodo.15653228
title: MD Simulations for Human Protein Synthesis Requires aminoacyl-tRNA Pivoting During Proofreading
DOI: 10.15468/dl.s38vep
title: Occurrence Download

description: A dataset containing 2398 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Solanum commersonii"
 ]
}

 The dataset includes 2398 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027368-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.esugvr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zosterops paruhbesar",
 "Country is one of (Myanmar, Thailand, Lao People’s Democratic Republic, Cambodia, Viet Nam, Malaysia)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027369-250827131500795/datasets/export for details.
DOI: 10.15468/dl.f638bw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Populus tremula",
 "Geometry POLYGON ((4.350227 50.78323, 4.350227 50.79168, 4.3597 50.79168, 4.3597 50.78323, 4.350227 50.78323))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027370-250827131500795/datasets/export for details.
DOI: 10.15468/dl.j6ay2d
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spergula levis",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 40 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027371-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12978683
title: Data and code for "Competition contributes to quantitative mismatches between plant fitness and occurrence along environmental gradients"

description: This repository contains data and code for the following manuscript: Hayashi, K. T., & Kraft, N. J. B. (2025). Competition contributes to quantitative mismatches between plant fitness and occurrence along environmental gradients. Journal of Ecology, 113, 2590–2602. https://doi.org/10.1111/1365-2745.70115
description: This work was performed at the University of California Natural Reserve System Sedgwick Reserve (https://doi.org/10.21973/N3C08R) and supported by a Mildred E. Mathias Graduate Student Research Grant from the University of California Natural Reserve System. This work was supported by National Science Foundation grants DEB 1644641 and DEB 2022810.
DOI: 10.5281/zenodo.15607174
title: Data and code for "Competition contributes to quantitative mismatches between plant fitness and occurrence along environmental gradients"

description: This repository contains data and code for the following manuscript: Hayashi, K. T., & Kraft, N. J. B. (2025). Competition contributes to quantitative mismatches between plant fitness and occurrence along environmental gradients. Journal of Ecology, 113, 2590–2602. https://doi.org/10.1111/1365-2745.70115
description: This work was performed at the University of California Natural Reserve System Sedgwick Reserve (https://doi.org/10.21973/N3C08R) and supported by a Mildred E. Mathias Graduate Student Research Grant from the University of California Natural Reserve System. This work was supported by National Science Foundation grants DEB 1644641 and DEB 2022810.
DOI: 10.15468/dl.yq999s
title: Occurrence Download

description: A dataset containing 116581 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex pseudocyperus"
 ]
}

 The dataset includes 116581 records from 1074 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027312-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.