cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.92f8hq
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-79.9636619999999994 40.4933879000000019, -79.9636619999999994 40.4938762800000021, -79.9636619999999994 40.4944344199999975, -79.9636619999999994 40.4949925600000000, -79.9636619999999994 40.4956902400000018, -79.9636619999999994 40.4963879199999965, -79.9636619999999994 40.4968762999999967, -79.9628955299999973 40.4968762999999967, -79.9618504000000030 40.4968762999999967, -79.9611536599999937 40.4968762999999967, -79.9601085299999994 40.4968762999999967, -79.9592724299999986 40.4968762999999967, -79.9587847100000033 40.4968762999999967, -79.9579834500000004 40.4968762999999967, -79.9573912099999973 40.4968762999999967, -79.9565202699999986 40.4968762999999967, -79.9560325000000063 40.4968762999999967, -79.9560325000000063 40.4962483899999981, -79.9560325000000063 40.4954111699999970, -79.9560325000000063 40.4947832599999984, -79.9560325000000063 40.4942251200000030, -79.9560325000000063 40.4933879000000019, -79.9565202699999986 40.4933879000000019, -79.9575653999999929 40.4933879000000019, -79.9581576300000023 40.4933879000000019, -79.9588195399999933 40.4933879000000019, -79.9596556399999940 40.4933879000000019, -79.9601085299999994 40.4933879000000019, -79.9609097900000023 40.4933879000000019, -79.9615716999999933 40.4933879000000019, -79.9622336200000063 40.4933879000000019, -79.9630348799999950 40.4933879000000019, -79.9636619999999994 40.4933879000000019))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078504-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sb993w
title: Occurrence Download

description: A dataset containing 1273 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Viola cornuta L."
 ]
}

 The dataset includes 1273 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039517-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z9sxzt
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parathyasira neozelanica Iredale, 1930"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108194-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8qf8fy
title: Occurrence Download

description: A dataset containing 1399 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Geositta tenuirostris",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 1399 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072475-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j3a3n2
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paraconchoecia oblonga Claus, 1890"
 ]
}

 The dataset includes 49 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0116068-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fky8pq
title: Occurrence Download

description: A dataset containing 44348 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-98.45505 21.87308,-96.63894 21.87308,-96.63894 23.25094,-98.45505 23.25094,-98.45505 21.87308))"
 ]
}

 The dataset includes 44348 records from 400 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0119061-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.anhzdm
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crudia spicata (Aubl.) Forsyth f."
 ]
}

 The dataset includes 93 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039518-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j86np6
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pariphimedia integricauda Chevreux, 1906"
 ]
}

 The dataset includes 84 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0128553-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.juxbfn
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phalaenopsis javanica J.J.Sm."
 ]
}

 The dataset includes 14 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072499-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eccw7s
title: Occurrence Download

description: A dataset containing 4224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-122.2871624999999938 37.8914601000000033, -122.2871624999999938 37.8930464800000024, -122.2871624999999938 37.8941701600000016, -122.2871624999999938 37.8953599499999996, -122.2871624999999938 37.8966158300000018, -122.2871624999999938 37.8977395200000018, -122.2871624999999938 37.8991275999999999, -122.2856405899999999 37.8991275999999999, -122.2835231499999935 37.8991275999999999, -122.2820674099999962 37.8991275999999999, -122.2805455000000023 37.8991275999999999, -122.2805455000000023 37.8983344099999968, -122.2805455000000023 37.8972107299999976, -122.2805455000000023 37.8962853399999986, -122.2805455000000023 37.8952938500000016, -122.2805455000000023 37.8940379699999994, -122.2805455000000023 37.8924515900000003, -122.2805455000000023 37.8914601000000033, -122.2821997500000037 37.8914601000000033, -122.2832584700000069 37.8914601000000033, -122.2849788900000050 37.8914601000000033, -122.2862361199999981 37.8914601000000033, -122.2871624999999938 37.8914601000000033))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 4224 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078508-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zv4m3c
title: Occurrence Download

description: A dataset containing 273439 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Specimen)",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Alopecurus pratensis L.",
 "Year 1990-2024"
 ]
}

 The dataset includes 273439 records from 1502 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008529-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cyz2jx
title: Occurrence Download

description: A dataset containing 9967 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Oemleria cerasiformis (Torr. & A.Gray ex Hook. & Arn.) J.W.Landon"
 ]
}

 The dataset includes 9967 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001159-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h9xzv2
title: Occurrence Download

description: A dataset containing 5974 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["2739622"],"matchCase":false},{"type":"in","key":"LICENSE","values":["CC0 1.0","CC-BY 4.0"],"matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false}]}

 The dataset includes 5974 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001160-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fcwgdf
title: Occurrence Download

description: A dataset containing 2879 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["2740024"],"matchCase":false},{"type":"in","key":"LICENSE","values":["CC0 1.0","CC-BY 4.0"],"matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false}]}

 The dataset includes 2879 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001161-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.77ybz9
title: Occurrence Download

description: A dataset containing 209 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["2999072"],"matchCase":false},{"type":"in","key":"LICENSE","values":["CC0 1.0","CC-BY 4.0"],"matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false}]}

 The dataset includes 209 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001162-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14890577
title: Global Heart Valve Devices Market 2025 To 2034

description: Heart Valve Devices Market Size, Trends and Insights By Product Type (Mechanical Heart Valves, Biological Heart Valves, Transcatheter Heart Valves), By Treatment (Valve Repair, Valve Replacement), By End-User (Hospitals & Clinics, Ambulatory Surgical Centers, Cardiac Centers, Others), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025 – 2034.

Reports Description

Global Heart Valve Devices Market size was valued at USD 11,942.26 Million in 2025 and is expected to reach USD 31,553.91 Million by 2034 at a CAGR of 11.4% during the forecast period 2025 – 2034.

A heart valve device is a medical device that can change or repair damaged heart valves. The heart valve devices are used to develop, produce, and distribute the medical devices used to repair or replace the heart valves, which are required to treat conditions such as aortic stenosis and mitral regurgitation.

These devices are widely available in transcatheter aortic valve replacement (TAVR), surgical heart valves and mitral valve repair systems, hospitals, cardiac centres, and special clinics. This market includes a variety of valves, such as mechanical, biological, and transcatheter valves, designed to meet the needs of each specific patient.

The increasing prevalence of heart valve disease, mainly among the aging population, has increased the demand for heart valve equipment.  Advances in technology, especially in minimally invasive processes such as transcatheter aortic valve replacement (TAVR), have induced rapid market growth, causing these devices to be more accessible and widely used.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=62321
DOI: 10.5281/zenodo.14890578
title: Global Heart Valve Devices Market 2025 To 2034

description: Heart Valve Devices Market Size, Trends and Insights By Product Type (Mechanical Heart Valves, Biological Heart Valves, Transcatheter Heart Valves), By Treatment (Valve Repair, Valve Replacement), By End-User (Hospitals & Clinics, Ambulatory Surgical Centers, Cardiac Centers, Others), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025 – 2034.

Reports Description

Global Heart Valve Devices Market size was valued at USD 11,942.26 Million in 2025 and is expected to reach USD 31,553.91 Million by 2034 at a CAGR of 11.4% during the forecast period 2025 – 2034.

A heart valve device is a medical device that can change or repair damaged heart valves. The heart valve devices are used to develop, produce, and distribute the medical devices used to repair or replace the heart valves, which are required to treat conditions such as aortic stenosis and mitral regurgitation.

These devices are widely available in transcatheter aortic valve replacement (TAVR), surgical heart valves and mitral valve repair systems, hospitals, cardiac centres, and special clinics. This market includes a variety of valves, such as mechanical, biological, and transcatheter valves, designed to meet the needs of each specific patient.

The increasing prevalence of heart valve disease, mainly among the aging population, has increased the demand for heart valve equipment.  Advances in technology, especially in minimally invasive processes such as transcatheter aortic valve replacement (TAVR), have induced rapid market growth, causing these devices to be more accessible and widely used.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=62321
DOI: 10.5281/zenodo.14890549
title: Australian ECEC developmental vulnerability visualisations
DOI: 10.5281/zenodo.14890550
title: Australian ECEC developmental vulnerability visualisations
DOI: 10.15468/dl.wuny25
title: Occurrence Download

description: A dataset containing 225 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["4020282"],"matchCase":false},{"type":"in","key":"LICENSE","values":["CC0 1.0","CC-BY 4.0"],"matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false}]}

 The dataset includes 225 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001164-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dxteed
title: Occurrence Download

description: A dataset containing 2140 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["8365251"],"matchCase":false},{"type":"in","key":"LICENSE","values":["CC0 1.0","CC-BY 4.0"],"matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false}]}

 The dataset includes 2140 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001165-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cf6qdh
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["11213051"],"matchCase":false},{"type":"in","key":"LICENSE","values":["CC0 1.0","CC-BY 4.0"],"matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false}]}

 The dataset includes 56 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001166-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.etyjpc
title: Occurrence Download

description: A dataset containing 1530 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Malus fusca (Raf.) C.K.Schneid."
 ]
}

 The dataset includes 1530 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001167-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gpr586
title: Occurrence Download

description: A dataset containing 3572 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["3085191"],"matchCase":false},{"type":"in","key":"LICENSE","values":["CC0 1.0","CC-BY 4.0"],"matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false}]}

 The dataset includes 3572 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001168-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z8t45x
title: Occurrence Download

description: A dataset containing 1340 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["2892192"],"matchCase":false},{"type":"in","key":"LICENSE","values":["CC0 1.0","CC-BY 4.0"],"matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false}]}

 The dataset includes 1340 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001169-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ucdtnn
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["2947702"],"matchCase":false},{"type":"in","key":"LICENSE","values":["CC0 1.0","CC-BY 4.0"],"matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false}]}

 The dataset includes 70 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001170-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ar3td
title: Occurrence Download

description: A dataset listing the 24 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Stoneflies (Plecoptera) of Ireland"
 ]
}

 The dataset's 24 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001163-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j8khzc
title: Occurrence Download

description: A dataset containing 2029 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gillenia trifoliata (L.) Moench"
 ]
}

 The dataset includes 2029 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001171-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10602929
title: COS-1m: the first community-scale open space maps of 31 major cities in China created with the layered occlusion perception model

description: Correspondence to:Shihong DuPeking UniversityBeijing 100871, ChinaE-mail: shdu@pku.edu.cn

COS-1m (Community Open Spaces) offers detailed, high-resolution maps of community-level open spaces across 31 major cities in China. Developed using the latest very high-resolution satellite imagery and a novel Layered Occlusion Perception Model (LOPM), this dataset ensures precise representation with a spatial resolution of 1 meter. In total, the COS-1m dataset covers an area of 46727.46 square kilometers.

The COS-1m dataset addresses the critical challenge of layered occlusions in remote sensing imagery by accurately modeling and reconstructing the intricate layered structures of COS. This approach allows for the detailed delineation of occluded ground elements, overcoming the limitations of traditional single-layer mapping methods. The dataset reveals that, on average, 60.51 km² of COS area per city is occluded, constituting 10.18% of the total COS area, which had previously been overlooked.

Key features of the COS-1m dataset include:



Four Types of Public Open Space Elements: Green spaces (1), blue spaces (2), squares (4), and walkways (6).

Three Types of Coupled Open Spaces: waterfront woodlands (3), shaded squares (5), and shaded walkways (7).


The dual-layer mapping technique used in COS-1m provides a comprehensive overview of urban open spaces, capturing the vertical overlaps of various elements such as trees, water bodies, squares, and walkways. This dataset is a significant advancement in COS monitoring technology, filling a critical gap in community-scale Sustainable Development Goal (SDG) assessments. It provides urban planners and policymakers with valuable insights to promote more effective and sustainable urban development.

COS-1m achieved an overall accuracy of 86.39% and an average F1-score of 77.47% across the 31 cities, demonstrating its robustness and reliability as a tool for urban space analysis and planning.

If you use this dataset, please cite: "Lei, Y., Zhang, X., Xiong, S., Tan, G., & Du, S. (2025). Developing Layered Occlusion Perception Model: Mapping community open spaces in 31 China cities. Remote Sensing of Environment, 316, 114498."