cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.14288/1.0444158
title: Mapping the Unseen: Identifying Data Gaps and Proposing New Sampling Points in Northern Boreal Mountain Eco-province, BC Using K-Means Clustering and cLHS

description: This study investigates the soil variability within the Northern Boreal Mountains Ecoprovince in British Columbia, with a particular focus on wetland soils and soil organic carbon mapping. Utilizing the BCSOIL2020 dataset and an array of environmental covariates, we employed Principal Component Analysis (PCA), k-means clustering, and conditioned Latin Hypercube Sampling (cLHS) to develop a comprehensive environmental covariate space. This approach allowed for the evaluation of the BCSOIL2020 dataset's representativeness of the current distribution of wetland soils and the generation of new, strategically placed sampling plots aimed at enhancing future research efforts. Through this methodology, the study identifies critical data gaps in existing datasets and proposes a methodological framework for improving soil mapping practices, thereby contributing to more informed resource management and conservation strategies.
DOI: 10.14288/1.0444183
title: Balancing Growth and Conservation: The potential of Density Transfer Modelling in Bowen Island's Urban Planning

description: The rapid population growth in British Columbia has led to the necessity of innovative housing solutions. Local municipalities in BC, such as Bowen Island, are exploring the implementation of Density Transfer Modelling (DTM) as a planning tool to address these challenges. The study examines Density Transfer Modelling by Geographic Information System (GIS) application on Bowen Island, managed under the Islands Trust Act, to balance development with ecological preservation. This involves identifying "donor" sites (areas of high ecological value with existing development) to transfer development rights from, and "receiver" sites (areas suitable for increased urban density) using the Normalized Difference Built-up Index and residential density classifications. Two main Comprehensive Development Areas (CDAs) on Bowen Island, Arbutus Ridge and Snug Cove are highlighted. The DTM calculates that this area supports the development of up to 30 additional detached homes in Arbutus Ridge Development Area. The Snug Cove Comprehensive Development Area (Snug Cove CDA) has been identified as a key area for increased residential development with a focus on increasing affordability and creating a pedestrian-friendly environment. According to DTM calculations Snug Cove Residential Area supports the development of 2186 dwelling units. The goal of the Snug Cove Development Area is to build a variety of housing types, including duplexes, triplexes, and multi-unit buildings, clustered near essential services and transportation hub(ferry). Both CDAs exemplify how density transfer modellings can be effectively utilized within designated development areas to support sustainable urban planning goals.
DOI: 10.15468/dl.wjwwe8
title: Occurrence Download

description: A dataset containing 21658 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Ectatomma Smith, 1858"
 ]
}

 The dataset includes 21658 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000512-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.htmfr5
title: Occurrence Download

description: A dataset containing 612 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Maianthemum purpureum"
 ]
}

 The dataset includes 612 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036529-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.28jtfd
title: Occurrence Download

description: A dataset containing 1148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mnemiopsis leidyi",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1148 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036530-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p6w4xt
title: Occurrence Download

description: A dataset containing 263 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Santolina magonica"
 ]
}

 The dataset includes 263 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036532-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6w5x7x
title: Occurrence Download

description: A dataset containing 1265 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arctostaphylos andersonii"
 ]
}

 The dataset includes 1265 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036533-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pccn5g
title: Occurrence Download

description: A dataset containing 5278 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arctostaphylos manzanita"
 ]
}

 The dataset includes 5278 records from 127 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036534-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cq7u6m
title: Occurrence Download

description: A dataset containing 114751 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Armeria maritima"
 ]
}

 The dataset includes 114751 records from 495 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036428-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.su3rke
title: Occurrence Download

description: A dataset containing 806 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Santolina corsica"
 ]
}

 The dataset includes 806 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036535-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hvbrw4
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Setaria viridis",
 "Country is Costa Rica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036537-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bj3hgn
title: Occurrence Download

description: A dataset containing 13562 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Santolina chamaecyparissus"
 ]
}

 The dataset includes 13562 records from 399 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036536-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xfsk54
title: Occurrence Download

description: A dataset containing 452 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Setaria viridis",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 452 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036538-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pvr4tm
title: Occurrence Download

description: A dataset containing 1014 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Malacothrix clevelandii"
 ]
}

 The dataset includes 1014 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036539-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ruhx9p
title: Occurrence Download

description: A dataset listing the 167835 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Insecta"
 ]
}

 The dataset's 167835 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036531-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6h237j
title: Occurrence Download

description: A dataset containing 9951 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Emilia fosbergii"
 ]
}

 The dataset includes 9951 records from 348 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036540-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13897940
title: Dataset for the paper "DialogueAV: a Dialogue-attended Audiovisual Dataset"

description: Introduction

This is the official release of the code for DialogueAV: a Dialogue-attended Audiovisual Dataset. Dialogue-AV is a benchmarking dataset with ~258k video clips. Each clip has two dialogue-based descriptions: a Question-Answering Dialogue (QDA) with ten question-answer pairs and a simulated conversation between two "humans" discussing the video.

The dialogues come from human-created captions in SOTA benchmarking datasets and machine-generated captions. We use verified annotations from these top datasets, focusing solely on describing the audiovisual content.



Description
In the Dialogue-AV sample we present next, the input consists of a video containing an audio track along with its original text captions (1). The output is a series of dialogue turns that describe the video's content. We process the input video using audio and video captioners (2), which generate text descriptions corresponding to each modality. All captions, including the original, are transformed into dialogue (4) and question-answer (5) conversations that articulate the audiovisual content.

https://github.com/lvilaca16/dialogue-av/blob/main/docs/figures/example_dialogue.png

Annotations in (4) and (5) undergo automatic validation (3) before they are accepted into Dialogue-AV. In the automatic validation step (3), accepted samples must:



Include between 5 and 20 dialogue turns.

Each dialogue turn must have at least one complete sentence. A complete sentence requires at least 1 subject, predicate, object or noun, and 1 verb; it should end with appropriate punctuation and begin with a named character. Additionally, each complete sentence must contain a minimum of 3 words after removing punctuation (avoid simple sentences as "It rains.").

Avoid using the terms "caption(s)" or "dialogue(s)", thereby eliminating references to the original prompt.


For more details about the data generation process, we refer the reader to the (to be published) manuscript.



Correspondence and Maintenance
For details about the implementation, generation and usage, please check the official GitHub page.If you observed any issues, please contact us. All project-related issues and feature requests should be submitted through our GitHub Issues page.
DOI: 10.5281/zenodo.13897941
title: Dataset for the paper "DialogueAV: a Dialogue-attended Audiovisual Dataset"

description: Introduction

This is the official release of the code for DialogueAV: a Dialogue-attended Audiovisual Dataset. Dialogue-AV is a benchmarking dataset with ~258k video clips. Each clip has two dialogue-based descriptions: a Question-Answering Dialogue (QDA) with ten question-answer pairs and a simulated conversation between two "humans" discussing the video.

The dialogues come from human-created captions in SOTA benchmarking datasets and machine-generated captions. We use verified annotations from these top datasets, focusing solely on describing the audiovisual content.



Description
In the Dialogue-AV sample we present next, the input consists of a video containing an audio track along with its original text captions (1). The output is a series of dialogue turns that describe the video's content. We process the input video using audio and video captioners (2), which generate text descriptions corresponding to each modality. All captions, including the original, are transformed into dialogue (4) and question-answer (5) conversations that articulate the audiovisual content.

https://github.com/lvilaca16/dialogue-av/blob/main/docs/figures/example_dialogue.png

Annotations in (4) and (5) undergo automatic validation (3) before they are accepted into Dialogue-AV. In the automatic validation step (3), accepted samples must:



Include between 5 and 20 dialogue turns.

Each dialogue turn must have at least one complete sentence. A complete sentence requires at least 1 subject, predicate, object or noun, and 1 verb; it should end with appropriate punctuation and begin with a named character. Additionally, each complete sentence must contain a minimum of 3 words after removing punctuation (avoid simple sentences as "It rains.").

Avoid using the terms "caption(s)" or "dialogue(s)", thereby eliminating references to the original prompt.


For more details about the data generation process, we refer the reader to the (to be published) manuscript.



Correspondence and Maintenance
For details about the implementation, generation and usage, please check the official GitHub page.If you observed any issues, please contact us. All project-related issues and feature requests should be submitted through our GitHub Issues page.
DOI: 10.6084/m9.figshare.29194664
title: Genome annotations of Amomum tsaoko

description: Genome annotations of Amomum tsaoko
DOI: 10.6084/m9.figshare.29194664.v1
title: Genome annotations of Amomum tsaoko

description: Genome annotations of Amomum tsaoko
DOI: 10.15468/dl.94v5u5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Osmeriformes",
 "Geometry POLYGON ((37.8208 19.3058, 37.7519 19.8496, 35.9648 19.8496, 35.9648 10.8496, 44.9648 10.8496, 44.9648 11.0757, 44.5079 10.8984, 44.021 11.3535, 43.8449 12.4869, 43.4392 13.1773, 42.7805 13.6576, 42.3014 14.2854, 41.9925 14.3935, 41.4722 15.0272, 40.477 15.6908, 40.2575 16.0951, 39.9024 16.3482, 38.9748 18.3342, 37.8208 19.3058))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008306-250525065834625/datasets/export for details.
DOI: 10.15468/dl.3kssga
title: Occurrence Download

description: A dataset containing 2785769 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Accipiter gentilis (Linnaeus, 1758), Accipiter nisus (Linnaeus, 1758), Acrocephalus arundinaceus (Linnaeus, 1758), Acrocephalus melanopogon (Temminck, 1823), Acrocephalus paludicola (Vieillot, 1817))",
 "Geometry POLYGON ((-13.20808 24.16483, -3.139742 29.82368, -2.662047 32.21215, 11.22785 32.39588, 11.81578 33.86571, 45.03395 34.30666, 45.4749 42.97866, 31.95246 42.90517, 31.80548 71.71384, -10.52564 68.25974, -14.93513 24.16483, -13.20808 24.16483))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 2785769 records from 3344 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011139-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ehq6kd
title: Occurrence Download

description: A dataset containing 31626 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rivina humilis L."
 ]
}

 The dataset includes 31626 records from 492 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011436-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fmhg5t
title: Occurrence Download

description: A dataset containing 68389 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Haematopus bachmani Audubon, 1838",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Year is greater than or equal to 1810",
 "Year is less than or equal to 2019",
 "Month is greater than or equal to April",
 "Month is less than or equal to September",
 "EventDate is not null",
 "Country is United States of America",
 "Geometry POLYGON((-63 22, -63 51, -126 51, -126 22, -63 22))"
 ]
}

 The dataset includes 68389 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011427-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bmqpju
title: Occurrence Download

description: A dataset containing 77728 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bromus diandrus Roth"
 ]
}

 The dataset includes 77728 records from 1031 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014737-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/1qtf-p820
title: Parkes observations for project P1338 semester 2025APRS_29

description: Fast radio bursts (FRBs) are millisecond-duration radio bursts of extragalactic origin. Since the discovery of the first FRB in the archival Parkes/Murriyang multibeam data, a broad dichotomy in population has emerged. Some FRBs have been seen to be repeating, while others are not, despite a significant amount of follow-up using different radio telescopes. The repeating FRB 20240114A was recently discovered by CHIME/FRB, which has been seen to have an exceptionally high burst activity. Such extreme burst activity has not been seen in any other source. The repeating FRBs, such as FRB 20240114A, provide an unparalleled window into their circumburst environment due to their repeating nature, which can be used to constrain possible progenitor models and test underlying emission mechanisms. The previous Parkes/Murriyang source follow-up has also revealed intriguing spectro-polarimetric properties, such as frequency-dependent evolution of burst central frequency or chromaticity, a possible activity window, significantly large circular polarisation (CP), and frequency-dependent CP. These properties hold the key towards understanding the circumburst environment of the FRBs, and test possible progenitor models. A large bandwidth instrument with reliable polarimetry has been critical in uncovering these properties. The ultra-wideband low (UWL) receiver on Parkes/Murriyang is ideally suited to explore the source's wideband spectro-temporal and polarimetric behaviour. We propose a campaign to regularly follow up FRB 20240114A to ascertain its long-term evolution of spectro-temporal properties.
DOI: 10.3535/x4d-b08-6lt
title: †Quadrimorphina halli (Jennings, 1936)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zq2-awc-f2e
title: †Marginulina anderseni Hofker, 1983

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a9d-g9b-g8l
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/szr-nsj-whw
title: Apodemus sylvaticus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1wz-pld-kmh
title: Neorotalia calcar (d'Orbigny in Deshayes, 1830)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gtb-z8w-frh
title: †Staringia Veen, 1936

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.eq46a5
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chromolaena odorata",
 "Country is Angola",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023751-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/b8a-0bc-r3e
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tlt-dwa-vet
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yh4-m9k-sge
title: Quinqueloculina auberiana d'Orbigny, 1839

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hr4-p35-ljt
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t2f-0zm-s87
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.ng6q84
title: Occurrence Download

description: A dataset containing 19257 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chromolaena odorata",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19257 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023752-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/5r8-fkc-nlc
title: Apodemus sylvaticus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/elc-g2k-t82
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.7910/dvn/znwk9l
title: PublData

description: Publ data
DOI: 10.3535/q4y-4ce-e5p
title: †Paralabamina lunata (Brotzen, 1948)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6l6-0x8-ydq
title: †Daviesina Smout, 1954

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/egt-dv0-gf1
title: Cornuspira foliacea (Philippi, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e5b-jjg-62j
title: Cribromiliolinella ericsoni (Loeblich & Tappan, 1957)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.