cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.v55h8u
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mastacembelus reticulatus"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018441-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wda8q4
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Draba ellipsoidea"
 ]
}

 The dataset includes 109 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018442-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yqpep7
title: Occurrence Download

description: A dataset containing 16564 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Commiphora",
 "HasCoordinate is true",
 "Geometry POLYGON ((-17.66889 -35.11691, 51.34702 -35.11691, 51.34702 37.62, -17.66889 37.62, -17.66889 -35.11691))"
 ]
}

 The dataset includes 16564 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018439-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rguqrh
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Geometry POLYGON ((-92.20579 20.95272, -92.26666 20.90473, -92.25577 20.88346, -92.22905 20.88296, -92.22212 20.88692, -92.18353 20.9171, -92.18255 20.94332, -92.20579 20.95272))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018443-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57783/bqrt-z939
title: Researcher Focus KR

description: Katherine Rochmat, ksv2104@columbia.edu
description: Katherine Rochmat.

Director of the Office of Sponsored Projects at the Columbia School of Social Work

Research focus, no datasets.
DOI: 10.57783/qz4k-0k57
title: Researcher Focus BP

description: Boyu Peng, bp2517@cumc.columbia.edu
description: Boyu Peng.

Medical physicist in Department of Radiology at Columbia University Irving Medical Center and NewYork-Presbyterian.

Research focus, no datasets.
DOI: 10.57783/2s0n-qn98
title: Researcher Focus SC

description: Stephen Coussens, sc4501@cumc.columbia.edu
description: Stephen Coussens.

Assistant Professor of Health Policy and Management.

Research Focus, no data.
DOI: 10.57783/87wn-6e34
title: Research Focus MA

description: Melissa Accordino, mkg2134@cumc.columbia.edu
description: Melissa Accordino.

Associate Professor of Medicine at CUMC.

Research focus, no datasets.
DOI: 10.57783/gdy7-1y66
title: Researcher Focus MG

description: Maureen George, mg3656@cumc.columbia.edu
description: Maureen George.

Professor of Nursing at CUMC.

Research focus, no datasets.
DOI: 10.6084/m9.figshare.29575100
title: Supplementary Table PSWLE.docx

description: This annotated bibliography describes research on people with lived experience and peer support workers and other practitioners.
DOI: 10.6084/m9.figshare.29575100.v1
title: Supplementary Table PSWLE.docx

description: This annotated bibliography describes research on people with lived experience and peer support workers and other practitioners.
DOI: 10.15468/dl.v9zyzb
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Microtus ochrogaster"
 ]
}

 The dataset includes 71 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018444-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u9tp3e
title: Occurrence Download

description: A dataset containing 1749 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Festuca nigrescens nigrescens, Festuca nigrescens microphylla, Festuca nigrescens heterophylla, Festuca nigrescens pubescens, Festuca nigrescens pubescens, Festuca oronema, Festuca rubra commutata, Festuca rubra heterophylla, Festuca rubra longifolia, Festuca rubra nigrescens)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 1749 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018445-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15485/2283171
title: Data and Scripts Associated with the Manuscript “Water Column Respiration in the Yakima River Basin is Explained by Temperature, Nutrients and Suspended Solids”

description: This data package is associated with the publication “Water Column Respiration in the Yakima River Basin is Explained by Temperature, Nutrients and Suspended Solids” submitted to EGU Biogeochemistry (Laan et al. 2025). In this research, water column respiration (ERwc) data, surface water chemistry data, organic matter (OM) chemistry data, and publicly available geospatial data were used in analysis to evaluate the variability in ERwc at 47 sites across the Yakima River basin in Washington, USA.In addition to this readme, this data package also includes a file-level metadata (FLMD) file that describes each file and a data dictionary (DD) that describes all column/row headers and variable definitions.The data package includes the data inputs, and outputs, and R scripts to reproduce all the analyses performed in the manuscript and create manuscript figures. The data package is comprised of three main folders (Code, Data, and Figures). The Code folder is comprised of four scripts and three analysis-specific subfolders that contain the R scripts to perform the analyses described in the publication and create publication figures. The Data folder is comprised of two “.csv” files and four subfolders that contain data input and output files. The Published_Data folder contains a readme that directs the user to download the appropriate files and add to this folder when using scripts.  The Figures folder includes figures from the manuscript in “.pdf” and “.png” formats and a folder with intermediate figure files. This data package is associated with a GitHub repository which can be found at https://github.com/river-corridors-sfa/rcsfa-RC2-SPS-ERwc.
DOI: 10.15468/dl.sbd7kd
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xyleborus glabratus",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 70 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018448-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y2zfjb
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sus scrofa",
 "Country is Bahamas",
 "HasCoordinate is true"
 ]
}

 The dataset includes 41 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018449-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15927462
title: Financial Auditing with Artificial Intelligence: Applications, Benefits, and Challenges in Fraud Detection and Digital Evidence (2022–2025)
DOI: 10.5281/zenodo.15927463
title: Financial Auditing with Artificial Intelligence: Applications, Benefits, and Challenges in Fraud Detection and Digital Evidence (2022–2025)
DOI: 10.15468/dl.sexym4
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018447-250711103210423/datasets/export for details.
DOI: 10.15468/dl.szq8ua
title: Occurrence Download

description: A dataset containing 159 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ficus benghalensis",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 159 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018451-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c68tea
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Catharus guttatus)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018453-250711103210423/datasets/export for details.
DOI: 10.15468/dl.6yvsej
title: Occurrence Download

description: A dataset containing 10000 records in GBIF matching the query:

 SELECT gbifid, taxonkey, scientificname,
 decimallatitude, decimallongitude,
 "year", "month"
 FROM occurrence 
 WHERE hasGeospatialIssues = false 
 AND hasCoordinate = true
 AND countryCode = 'DE'
 AND taxonKey = 2481912
 LIMIT 10000
 

 The dataset's 10000 records were derived from 208 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018436-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.heuwsn
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Achnatherum lanceolatum, Achnatherum lanceolatum pilosum, Agrostis calamagrostis, Agrostis canescens, Agrostis lanceolata, Agrostis ramosa, Arundo calamagrostis, Arundo calamaria, Arundo canescens, Arundo canescens)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018450-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7f3eza
title: Occurrence Download

description: A dataset containing 1466 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Timonius flavescens"
 ]
}

 The dataset includes 1466 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018455-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.np87g5
title: Occurrence Download

description: A dataset containing 14282 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Catharus guttatus)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 14282 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018454-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jkxs8s
title: Occurrence Download

description: A dataset containing 390 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyathula cylindrica",
 "HasCoordinate is true",
 "Geometry POLYGON ((-17.66889 -35.11691, 51.34702 -35.11691, 51.34702 37.62, -17.66889 37.62, -17.66889 -35.11691))"
 ]
}

 The dataset includes 390 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018458-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8pvn7t
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ADW2559"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018457-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ycpp2c
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Triatoma tibiamaculata"
 ]
}

 The dataset includes 92 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018459-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8uevcr
title: Occurrence Download

description: A dataset containing 265 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Festuca rubra caespitosa, Festuca rubra cambrica, Festuca rubra commutata, Festuca rubra fallax, Festuca rubra microphylla, Festuca rubra microphylla, Festuca rubra caespitosa, Festuca rubra cambrica, Festuca rubra cambrica, Festuca rubra denudata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 265 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018460-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6w28qp
title: Occurrence Download

description: A dataset containing 6022 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Geometry POLYGON ((-105.6068 20.71925, -105.6358 20.69921, -105.6393 20.69237, -105.6353 20.67044, -105.6179 20.65888, -105.59 20.67775, -105.5577 20.67798, -105.5518 20.68364, -105.5473 20.68553, -105.5412 20.71336, -105.545 20.71878, -105.5839 20.72845, -105.6068 20.71925))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 6022 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018461-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hatcza
title: Occurrence Download

description: A dataset containing 113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Castor canadensis",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 113 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018465-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15926160
title: Dual-Input Neural Networks for Personalized Image Precompensation

description: This dataset supports the paper "Dual-Input Neural Networks for Personalized Image Precompensation" (J. Imaging, 2025).It includes color images and point spread functions (PSFs) used to train and evaluate deep neural networks that compensate for human visual distortions caused by refractive errors.

📂 Dataset structure:





train/





1000 color images from ImageNet-21k (resized to 512×512)




PSFs from three categories: narrow, medium, and broad






test/





735 color test images from the SCA-2023 dataset (6 categories)


PSFs from three categories: narrow, medium, and broad  (unseen during training)





PSFs are generated from ophthalmic parameters: spherical (S), cylindrical (C), and axis (A)



This dataset enables reproducible training and benchmarking of dual-input neural networks for personalized image precompensation, with full control over PSF diversity and severity.
DOI: 10.5281/zenodo.15926161
title: Dual-Input Neural Networks for Personalized Image Precompensation

description: This dataset supports the paper "Dual-Input Neural Networks for Personalized Image Precompensation" (J. Imaging, 2025).It includes color images and point spread functions (PSFs) used to train and evaluate deep neural networks that compensate for human visual distortions caused by refractive errors.

📂 Dataset structure:





train/





1000 color images from ImageNet-21k (resized to 512×512)




PSFs from three categories: narrow, medium, and broad






test/





735 color test images from the SCA-2023 dataset (6 categories)


PSFs from three categories: narrow, medium, and broad  (unseen during training)





PSFs are generated from ophthalmic parameters: spherical (S), cylindrical (C), and axis (A)



This dataset enables reproducible training and benchmarking of dual-input neural networks for personalized image precompensation, with full control over PSF diversity and severity.
DOI: 10.15468/dl.vwusum
title: Occurrence Download

description: A dataset containing 3143 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sus scrofa",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3143 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018464-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.auzenz
title: Occurrence Download

description: A dataset containing 33363 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Castor canadensis",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 33363 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018463-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.53wurw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Catharus guttatus)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018466-250711103210423/datasets/export for details.
DOI: 10.15468/dl.c2dtfv
title: Occurrence Download

description: A dataset containing 1043 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Portugal, Spain)",
 "OccurrenceStatus is Present",
 "TaxonKey is Plecotus auritus"
 ]
}

 The dataset includes 1043 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018467-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7xxa8n
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arundo contracta, Arundo gracilis, Arundo lanceolata, Arundo leersii, Arundo lithuanica, Arundo montana, Arundo ramosa, Arundo riparia, Arundo riparia, Arundo schleicheriana)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018468-250711103210423/datasets/export for details.