cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5ta9z5
title: Occurrence Download

description: A dataset containing 14101 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 (Calidris alba)",
 "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 14101 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001255-250711103210423/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.29550056
title: Enhancing Soil Classification with DropKey-Augmented Lightweight Vision Transformers

description: ## Code for Manuscript Under Review<br>This repository contains the implementation code for the paper: <br><b>**"Enhancing Soil Classification with DropKey-Augmented Lightweight Vision Transformers"**</b> <br>(submitted to <i>*The Visual Computer*</i>, Submission ID: `78024a60-39b7-45c3-b0a7-031140df5f80`)<br><br>## Contents<br>- Source code of DropKey-augmented TinyViT model<br>- Soil classification training/evaluation scripts<br>- Pre-trained weights (optional, if included)<br><br>## Requirements<br>See `requirements.txt` for dependencies<br><br>## Usage<br>More details in README.md <br><b>Enhancing Soil Classification with DropKey-Augmented Lightweight Vision Transformers</b><br><i>Submitted to The Visual Computer (Submission ID: 78024a60-39b7-45c3-b0a7-031140df5f80)</i><br><b>Authors</b>: [Yan ZHANG,Rui-Feng-Li,Feng-Tao-LIU/Team], [Guangxi Key Laboratory of Geotechnical Mechanics an Engineering, Guilin University of Technology, Guilin 541004, China]<br>(https://doi.org/10.6084/m9.figshare.29550056)<br><br>📢 <b>Citation Request</b>:<br>If you use this code or results in your research, please cite our paper:
DOI: 10.6084/m9.figshare.29550056.v1
title: Enhancing Soil Classification with DropKey-Augmented Lightweight Vision Transformers

description: ## Code for Manuscript Under Review<br>This repository contains the implementation code for the paper: <br><b>**"Enhancing Soil Classification with DropKey-Augmented Lightweight Vision Transformers"**</b> <br>(submitted to <i>*The Visual Computer*</i>, Submission ID: `78024a60-39b7-45c3-b0a7-031140df5f80`)<br><br>## Contents<br>- Source code of DropKey-augmented TinyViT model<br>- Soil classification training/evaluation scripts<br>- Pre-trained weights (optional, if included)<br><br>## Requirements<br>See `requirements.txt` for dependencies<br><br>## Usage<br>More details in README.md <br><b>Enhancing Soil Classification with DropKey-Augmented Lightweight Vision Transformers</b><br><i>Submitted to The Visual Computer (Submission ID: 78024a60-39b7-45c3-b0a7-031140df5f80)</i><br><b>Authors</b>: [Yan ZHANG,Rui-Feng-Li,Feng-Tao-LIU/Team], [Guangxi Key Laboratory of Geotechnical Mechanics an Engineering, Guilin University of Technology, Guilin 541004, China]<br>(https://doi.org/10.6084/m9.figshare.29550056)<br><br>📢 <b>Citation Request</b>:<br>If you use this code or results in your research, please cite our paper:
DOI: 10.15468/dl.z4ppfn
title: Occurrence Download

description: A dataset containing 2150586 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (610414e0-8040-11d9-8294-b8a03c50a862, c76cf030-2a95-11da-9cc1-b8a03c50a862, 493fe050-055d-11d8-b84f-b8a03c50a862, 979dd240-16f7-11df-b5b3-b8a03c50a862, b554c320-0560-11d8-b851-b8a03c50a862, ada9d123-ddb4-467d-8891-806ea8d94230, 2e4af590-37d0-11d9-8439-b8a03c50a862, b4640710-8e03-11d8-b956-b8a03c50a862, c1da06f0-580e-11dc-8a9e-b8a03c50a862)"
 ]
}

 The dataset includes 2150586 records from 162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001246-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w4a4t8
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Prunus serotina",
 "Country is Belarus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 52 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001256-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jpr7zw
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acara tetramerus"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001257-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2rb9jh
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aequidens stollei"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001258-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.79ezrs
title: Occurrence Download

description: A dataset containing 139 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sorbaria sorbifolia",
 "Country is Belarus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 139 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001259-250711103210423/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.29550125
title: Rectal thermography and progesterone value data

description: Here, data on the time of birth, serum progesterone levels, and thermal temperature in various parts of the body are available in goats.
DOI: 10.6084/m9.figshare.29550125.v1
title: Rectal thermography and progesterone value data

description: Here, data on the time of birth, serum progesterone levels, and thermal temperature in various parts of the body are available in goats.
DOI: 10.15468/dl.ky7fsy
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AEF5294"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001260-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tfqcwh
title: Occurrence Download

description: A dataset containing 891 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acer negundo",
 "Country is Belarus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 891 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001261-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bvfdr3
title: Occurrence Download

description: A dataset containing 100589 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 (Calidris alba)",
 "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 100589 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001251-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.afdzz4
title: Occurrence Download

description: A dataset containing 1261656 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 (Calidris alba)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 1261656 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001252-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9d2mfx
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agamyxis pectinifrons"
 ]
}

 The dataset includes 138 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001262-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hrn9aq
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-140.43877 63.26899,-138.04273 59.97092,-131.47479 59.18164,-138.381 65.86234,-140.43877 63.26899))",
 "OccurrenceStatus is Present",
 "TaxonKey is Bibio fumipennis"
 ]
}

 The dataset includes 26 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001263-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6h65va
title: Occurrence Download

description: A dataset containing 247 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-114.13712 36.90882,-109.00923 36.90882,-109.00923 42.87861,-114.13712 42.87861,-114.13712 36.90882))",
 "OccurrenceStatus is Present",
 "TaxonKey is Cercyonis pegala"
 ]
}

 The dataset includes 247 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001264-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9352xe
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Culex quinquefasciatus",
 "Country is Belize",
 "HasCoordinate is true"
 ]
}

 The dataset includes 25 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001265-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ez6jth
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ADX3077"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001266-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fc8tbu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Specimen)",
 "OccurrenceStatus is Present",
 "StateProvince is one of (Manitoba, Manitoba (?), Manitoba (Prov.), Manitoba ?, Manitoba Prov., Manitoba prov, Manitoba province, Manitoba(Prov.), Manitoba,, Manitoba?)",
 "TaxonKey is Polypodiopsida"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001267-250711103210423/datasets/export for details.
DOI: 10.15468/dl.8qn886
title: Occurrence Download

description: A dataset containing 22972 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Loxodonta africana"
 ]
}

 The dataset includes 22972 records from 160 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001268-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y5h7pg
title: Occurrence Download

description: A dataset containing 27152 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 (Calidris alba)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 27152 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001269-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mrxcnb
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Charybdis hellerii",
 "Country is Belize",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001270-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.krpm9h
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ACS6142"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001271-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e235802v1
title: ECIN Replication Package for "Inflation expectations and time variations in the oil price pass-through"

description: Previous literature suggests that the pass-through of oil price shocks to inflation rates became weaker since the 1970s. I use a time-varying parameter VAR to show that this trend has recently been reversed with headline and core inflation rates responding more sensitive to oil price shocks. Based on a counterfactual analysis, I offer evidence that increasingly important second round effects propagated via inflation expectations play a key role for these dynamics. Finally, I illustrate that oil price shocks in general and this expectation channel more specifically contributed substantially to the recent surge in inflation rates.<br><br>
DOI: 10.6084/m9.figshare.29207228.v2
title: Evolving Equity Consciousness: Intended and Emergent Outcomes of Faculty Development for Inclusive Excellence

description: As diversity, equity, and inclusion (DEI) efforts in higher education face increasing political resistance, it is critical to understand how equity-focused institutional change is fostered, and who is transformed in the process. This study examines the intended and emergent outcomes of faculty professional development initiatives implemented through the Howard Hughes Medical Institute’s Inclusive Excellence (HHMI IE) program. We analyzed annual institutional reports and anonymous reflections from four public universities in a regional Peer Implementation Cluster (PIC), focusing on how change occurred at individual, community, and institutional levels. Guided by Kezar’s Shared Equity Leadership (SEL) framework, our thematic analysis revealed that while initiatives were designed to improve student outcomes through inclusive pedagogy, the most profound outcome was the development of equity consciousness among faculty. Defined as a growing awareness of systemic inequities and a sustained commitment to address them, equity consciousness emerged as the most frequently coded theme across all levels of change. These findings suggest that equity-focused faculty development can serve as a catalyst for institutional transformation, not only by shifting teaching practices but also by building distributed leadership and deeper organizational engagement with equity. This effort also emphasizes that documenting emergent outcomes is essential for recognizing the holistic impact of sustained institutional change.
DOI: 10.15468/dl.5rh9m8
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pterois volitans",
 "Country is Belize",
 "HasCoordinate is true"
 ]
}

 The dataset includes 103 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001272-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5k35ms6c
title: MassIVE MSV000098485 - Detection and Characterization of Protein Methylation in Bacteriophages and Their Host, Cellulophaga baltica, During Infection
title: Bacteria and their viruses (bacteriophages or phages) are in a dynamic arms race that balances predation and resistance, each deploying various strategies, including protein post-translational modifications (PTMs), to achieve dominance. To better understand the role PTMs play in phage infection, we infected Cellulophaga baltica bacteria with three previously characterized phages that represent diverse genomes and infection efficiencies (phi18:1, phi18:4, and phi38:1) to identify proteome-wide and protein-specific trends of PTMs. Approximately double the number of methylated residues on proteins were detected in phage-infected cells (virocells) compared to uninfected cells, and significantly increased frequencies of protein methylation were observed during the early stages of infection. This notable result led to a focus on protein methylation. Phage proteins were detectably methylated in both virocells and free virions, neither of which has been previously reported. Host proteins with known importance to phage infection--including GTPase EF-Tu, chaperone DnaK, and gliding motility proteins--were frequently methylated and/or exhibited methylation patterns in virocells that contrasted those in uninfected cells. Collectively, our results expand on the growing interest of the important role PTMs play in phage infection by demonstrating the dynamic methylation of phage proteins as well as host proteins important to phage infection.
DOI: 10.15468/dl.mdez9f
title: Occurrence Download

description: A dataset containing 982 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ageneiosus inermis"
 ]
}

 The dataset includes 982 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001273-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x5gp42
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Procyon lotor",
 "Country is Belize",
 "HasCoordinate is true"
 ]
}

 The dataset includes 45 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001277-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qnae3z
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAC6222"
 ]
}

 The dataset includes 46 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001276-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26093/cds/vizier.36850113
title: Rovibrational (de-)excitation of H2 by He

description: VizieR online Data Catalogue associated with article published in journal Astronomy and Astrophysics with title ' Revisiting the rovibrational (de-)excitation of molecular hydrogen by helium.' (bibcode: 2024A&A...685A.113J)
DOI: 10.26093/cds/vizier.36870069
title: HD spectra in H2-He for gas giant studies

description: VizieR online Data Catalogue associated with article published in journal Astronomy and Astrophysics with title ' Accurate reference spectra of HD in an H2-He bath for planetary applications.' (bibcode: 2024A&A...687A..69J)
DOI: 10.15468/dl.cm6wd4
title: Occurrence Download

description: A dataset containing 966 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anolis sagrei",
 "Country is Belize",
 "HasCoordinate is true"
 ]
}

 The dataset includes 966 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001279-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aghm3u
title: Occurrence Download

description: A dataset containing 266 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ageneiosus brevifilis"
 ]
}

 The dataset includes 266 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001280-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.