cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18426236
title: DFC30

description: This repository provides datasets used in the paper "JSPSR: Joint Spatial Propagation Super-Resolution Networks for Enhancement of Bare-Earth Digital Elevation Models from Global Data".

This work selected (1) the Copernicus GLO-30 DEM (COP30) dataset as the low-resolution DSM source, (2) the Forest And Buildings removed Copernicus DEM (FABDEM) dataset and FathomDEM dataset as the comparison reference DTM source, (3) the HighResCanopyHeight dataset as the Canopy Height Map (CHM) source, and (4) the GRSS Data Fusion Contest 2022 (DFC2022 or grss_dfc_2022) dataset as the high-resolution image, DTM and land use mask sources, to build a dataset for real-world DEM SR problems, denoted here as DFC30 (DFC30.zip).

The DFC30 dataset was preprocessed to 8 m and 3 m resolution samples for network training and evaluation, denoted as DFC30-8m (DFC30_8m.zip) and DFC30-3m (DFC30_3m.zip), respectively. 

This version (v3) fixed minor flaws found in previous preprocessed datasets.

The upload process was not pleasant, so the author lost interest in downloading the data to verify its integrity. Please get in touch with the author if the file extraction fails.
DOI: 10.5281/zenodo.10937847
title: DFC30

description: This repository provides datasets used in the paper "JSPSR: Joint Spatial Propagation Super-Resolution Networks for Enhancement of Bare-Earth Digital Elevation Models from Global Data".

This work selected (1) the Copernicus GLO-30 DEM (COP30) dataset as the low-resolution DSM source, (2) the Forest And Buildings removed Copernicus DEM (FABDEM) dataset and FathomDEM dataset as the comparison reference DTM source, (3) the HighResCanopyHeight dataset as the Canopy Height Map (CHM) source, and (4) the GRSS Data Fusion Contest 2022 (DFC2022 or grss_dfc_2022) dataset as the high-resolution image, DTM and land use mask sources, to build a dataset for real-world DEM SR problems, denoted here as DFC30 (DFC30.zip).

The DFC30 dataset was preprocessed to 8 m and 3 m resolution samples for network training and evaluation, denoted as DFC30-8m (DFC30_8m.zip) and DFC30-3m (DFC30_3m.zip), respectively. 

This version (v3) fixed minor flaws found in previous preprocessed datasets.

The upload process was not pleasant, so the author lost interest in downloading the data to verify its integrity. Please get in touch with the author if the file extraction fails.
DOI: 10.15468/dl.z3dkw7
title: Occurrence Download

description: A dataset containing 3630 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Geranium molle, Geranium molle)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 3630 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008152-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n7262a
title: Occurrence Download

description: A dataset containing 17779 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Geranium palustre)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 17779 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008153-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5qj78b8v
title: MassIVE MSV000100695 - DATASET - Mass Spectrometry - Snake venom proteogenomics of Bungarus multicinctus from Taiwan
title: This DATASET collection includes the mass spectrometry files for proteogenomics venom investigation of Bungarus multicinctus from Taiwan.Species list: Bungarus multicinctus (BunMul) BOTTOM-UP PROTEOMICS: The venom pool was investigated by the bottom-up shotgun (labled as SG) approach and in short: in-solution processed by DTT, IAC and finally o/n tryptic digested. Samples submitted to HPLC-MS/MS. Folder includes the MS and MS/MS spectra of Bungarus multicinctus. Files are included as RAW and MZML format. Used instrument:Scientific UltiMate 3000 RSLCnano system (Thermo Fisher) with PepMap Neo Trap column followed by a 25 cm Aurora Ultimate column (IonOpticks) into an ESI-Orbitrap Eclipse Tribrid MS (Thermo Fisher Scientific, MA, USA) Modifications: UNIMOD:4 - \"Iodoacetamide derivative.\" TOP-DOWN PROTEOMICS: The venom pools were investigated by the non-reduced and TCEP reduced top-down (labled as TD) approach and in short: untreated or TCEP reduced samples submitted to HPLC-MS/MS. Folder includes the MS and MS/MS spectra of Bungarus multicinctus. Files are included as_____ DataAnalysisand MZML format. Used instrument: ESI QTOF maXis II mass spectrometer (Bruker Daltonics) with Agilent 1290 Infinity LC system (Agilent Technologies) using a reversed-phase ACQUITY UPLC Peptide BEH C18 (300A, 1.7 um, 2.1 mm X 100 mm) column with a pre-column (ACQUITY UPLC Peptide BEH C18 VanGuard Pre-column, 300A, 1.7 um, 2.1 mm X 5 mm) Modifications: none (either red. or non-red. disulfide bridges)
DOI: 10.15468/dl.rygnu5
title: Occurrence Download

description: A dataset containing 24842 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Geranium pratense, Geranium pratense, Geranium pratense)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 24842 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008154-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wqg7d3
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mouriri emarginata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 12 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008156-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mfw5ne
title: Occurrence Download

description: A dataset containing 76 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.hascoordinate = TRUE
 AND occurrence.hasgeospatialissues = FALSE
 AND occurrence.occurrencestatus = 'PRESENT'
 AND GBIF_STRINGARRAYCONTAINS(occurrence.classifications['d7dddbf4-2cf0-4f39-9b2a-bb099caae36c'], '3083180', TRUE)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND (occurrence.classificationdetails['d7dddbf4-2cf0-4f39-9b2a-bb099caae36c']['specieskey'] &lt;&gt; '' AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 76 records were derived from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008110-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/fax7cj
title: Vanderbilt University Herbarium
DOI: 10.15468/dl.mmt3dj
title: Occurrence Download

description: A dataset containing 104163 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Sialia sialis"
 ]
 },
 "HasCoordinate is TRUE",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2024",
 "DecimalLatitude is greater than or equal to 44.55678241446995",
 "DecimalLatitude is less than or equal to 61.9981102395461",
 "DecimalLongitude is greater than or equal to -79.68549327878817",
 "DecimalLongitude is less than or equal to -51.10874349401147",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 104163 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008125-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/5tpukr
title: Virginia Military Institute Herbarium
DOI: 10.15468/56fnar
title: Volunteer State Community College, Louis Joseph Schibig Herbarium

description: Volunteer State Community College herbarium consists of over 1,500 preserved plant specimens from across Tennessee and Kentucky.
DOI: 10.15468/8xf679
title: Virginia Polytechnic Institute and State University, Massey Herbarium

description: The Massey Herbarium (VPI) at Virginia Tech is an active and growing collection that seeks to represent the floristic diversity of the central Appalachian and Mid-Atlantic regions. Growing from a small teaching collection, the herbarium was established as a state repository in 1927. As of 2022, accessioned vascular plant specimens numbered 111,000. It is estimated that about 65% are from Virginia, the balance from all parts of North American. Groups particularly well represented are ferns (especially Isoetes), Poaceae, Cyperaceae (especially Carex), and Asteraceae (Eupatorium, Packera, Solidago).
DOI: 10.15468/q8pk32
title: West Virginia Natural Heritage Program Herbarium

description: The West Virginia Natural Heritage Program Herbarium was founded in 1988 as a reference collection to supplement the work of WV Natural Heritage researchers. Through donations and exchanges, the collections span from the 1890s to present day and consist mainly of vascular plants but includes lichens and bryophytes, all primarily from West Virginia.
DOI: 10.15468/65gq2h
title: West Virginia University Herbarium
DOI: 10.15468/nscqkd
title: West Virginia Wesleyan College, George B. Rossbach Herbarium

description: The George B. Rossbach Herbarium, established ca. 1950, is housed in the Department of Biology, Christopher Hall of Science of West Virginia Wesleyan College. The physical collection consists of over 25,000 specimens, the lifework of Dr. George Bowyer Rossbach (1910-2002). Dr. Rossbach collected primarily from West Virginia and Maine but also from elsewhere in the northeastern and southeastern United States, the western United States, Canada, Mexico, Costa Rica, and the Galapagos Islands and, as a teenager, in Massachusetts and Maine. Also present are orchid vouchers, some specimens from the central north coast of Jamaica, and other collections by Dr. Katharine B. Gregg, along with various student collections, primarily from West Virginia. In addition, there are numerous specimens from elsewhere in United States obtained through trading with other US herbaria and as gifts from Southern Appalachian Botanical Club. Dr. George B. Rossbach taught biology at West Virginia Wesleyan College from 1949-1976. From 1960 through his retirement in 1976, Dr. Rossbach was the Curator of the Herbarium. After his death, the herbarium was named the George B. Rossbach Herbarium in his honor. It is listed in Index Herbariorum (code WVW) and in the BioDiversity Collections Index. Dr. Katharine Gregg, the current curator, is now digitizing, imaging, and sharing this collection through a grant from the West Virginia Higher Education Policy Commission Division of Science and Research. As the specimens are databased and imaged they are bing made available through &ldquo;Pages in Time&rdquo; from the Annie Merner Pfeiffer Library, SERNEC, andiDigBio. Databasing uses software shared by the herbarium staff of Eastern Kentucky University. The virtual herbarium uses CONTENTdm, a digital content management software system, supported by OCLC (the Online Computer Library Center), Dublin, OH.
DOI: 10.15468/sk26v2
title: Western Carolina University Herbarium
DOI: 10.15468/6v5ww4
title: Weymouth Woods Sandhills Nature Preserve Herbarium

description: Weymouth Woods Sandhills Nature Preserve is a unique window onto the longleaf pine forests that once covered millions of acres in the southeastern U.S. The towering pines &ndash; some of them hundreds of years old &ndash; tower over expanses of wiregrass and rare and intriguing species, including the red-cockaded woodpecker, pine barrens tree frog, bog spicebush, fox squirrel and myriad wildflowers. A network of short, easy trails provides an outdoor classroom for ranger-led hikes that teach about this ecology or for quiet contemplation. With limited understory, the forest is a natural theater for birding and viewing wildlife. The visitor center&rsquo;s museum-quality exhibits explore the longleaf forest, its flora and fauna and its unique history.
DOI: 10.15468/dl.a5jh2x
title: Occurrence Download

description: A dataset containing 11379 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Geranium pusillum, Geranium pusillum, Geranium pusillum, Geranium pusillum)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 11379 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008159-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.edc9zn
title: Occurrence Download

description: A dataset containing 10286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Geranium pyrenaicum, Geranium pyrenaicum)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 10286 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008160-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/xv6sv3
title: William & Mary Herbarium

description: The herbarium of the College of William &amp; Mary (WILLI) was formally organized in 1969, and has since grown to over 80,000 accessioned specimens representing most of our regional vascular plant species. About one half of our collection has been generated by faculty and student research which includes the production of 29 floras and a diversity of other projects. The remainder of the collection has been generated by exchanges with other herbaria, and gifts from individuals and agencies such as the Virginia Natural Heritage. Our focus is on the southeast U.S., with special emphasis on Virginia's Coastal Plain Physiographic Province.
DOI: 10.5281/zenodo.18422398
title: Emergency Obstetric Care Access Deprivation Modelled Dataset in Beira, Mozambique

description: Produced as part of the IDEAMAPS Data Ecosystem project, this dataset maps the degree of access deprivation to Emergency Obstetric Care. It is a spatial representation of how women of childbearing age (16-49 years) can reach, choose and receive obstetric care during an emergency. In particular, the model aims to depict how these access might impact women during the critical interpartum and delivery phases. These phases have been prioritised considering community priorities and the high levels of maternal mortality in the study areas.
DOI: 10.5281/zenodo.18422397
title: Emergency Obstetric Care Access Deprivation Modelled Dataset in Beira, Mozambique

description: Produced as part of the IDEAMAPS Data Ecosystem project, this dataset maps the degree of access deprivation to Emergency Obstetric Care. It is a spatial representation of how women of childbearing age (16-49 years) can reach, choose and receive obstetric care during an emergency. In particular, the model aims to depict how these access might impact women during the critical interpartum and delivery phases. These phases have been prioritised considering community priorities and the high levels of maternal mortality in the study areas.
DOI: 10.15468/dl.rapnps
title: Occurrence Download

description: A dataset containing 531 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Geranium rotundifolium, Geranium rotundifolium, Geranium rotundifolium)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 531 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008161-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b7fsf6
title: Occurrence Download

description: A dataset containing 300 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mouriri gleasoniana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 300 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008162-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bvruys
title: Occurrence Download

description: A dataset containing 143827 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Digitaria sanguinalis"
 ]
}

 The dataset includes 143827 records from 1510 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008126-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25399/unisadata.29994079
title: Microsatellite data for Cryptopygus antarcticus travei

description: Biodiversity patterns are shaped by the interplay between geodiversity and organis-mal characteristics. Superimposing genetic structure onto landscape heterogeneity(i.e., landscape genetics) can help to disentangle their interactions and better under-stand population dynamics. Previous studies on the sub-Antarctic Prince EdwardIslands (located midway between Antarctica and Africa) have highlighted the im-portance of landscape and climatic barriers in shaping spatial genetic patterns andhave drawn attention to the value of these islands as natural laboratories for study-ing fundamental concepts in biology. Here, we assessed the fine-scale spatial geneticstructure of the springtail, Cryptopygus antarcticus travei, which is endemic to MarionIsland, in tandem with high-resolution geological data. Using a species-specific suiteof microsatellite markers, a fine-scale sampling design incorporating landscape com-plexity and generalised linear models (GLMs), we examined genetic patterns overlaidonto high-resolution digital surface models and surface geology data across two 1-kmsampling transects. The GLMs revealed that genetic patterns across the landscapeclosely track landscape resistance data in concert with landscape discontinuities andbarriers to gene flow identified at a scale of a few metres. These results show thatthe island's geodiversity plays an important role in shaping biodiversity patterns andintraspecific genetic diversity. This study illustrates that fine-scale genetic patternsin soil arthropods are markedly more structured than anticipated, given that previ-ous studies have reported high levels of genetic diversity and evidence of geneticstructing linked to landscape changes for springtail species and considering the ho-mogeneity of the vegetation complexes characteristic of the island at the scale oftens to hundreds of metres. By incorporating fine-scale and high-resolution landscapefeatures into our study, we were able to explain much of the observed spatial geneticpatterns. Our study highlights geodiversity as a driver of spatial complexity. Morewidely, it holds important implications for the conservation and management of thesub-Antarctic islands.