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

description: A dataset containing 406163 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is World Plant Specimen from the Herbaria in China"
 ]
}

 The dataset includes 406163 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012849-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nr2ghr
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 10000.0-1000000.0",
 "Geometry POLYGON((-132.61398 19.15107,-54.08495 19.15107,-54.08495 46.8672,-132.61398 46.8672,-132.61398 19.15107))",
 "TaxonKey is Anoplophora glabripennis (Motschulsky, 1854)"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012862-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jz88vb
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dibamidae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 90 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012863-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cdcuac
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Frullania subarctica Vilnet, Borovich. & Bakalin"
 ]
}

 The dataset includes 61 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012864-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e6s9ms
title: Occurrence Download

description: A dataset containing 215 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "GadmGid is one of (COL.28.9_2)",
 "Locality is one of (parque la flora (bucaramanga, santander), parque la flora, bucaramanga)",
 "TaxonKey is one of (Animalia)"
 ]
 }
 ]
}

 The dataset includes 215 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012865-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qv3htp
title: Occurrence Download

description: A dataset containing 2819 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptodactylus insularum Barbour, 1906"
 ]
}

 The dataset includes 2819 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012866-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.beng9n
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diplodactylidae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012867-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nnrtgf
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mammillaria eriacantha Hort.Berol. ex Pfeiff."
 ]
}

 The dataset includes 83 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012868-241007104925546/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.27221241.v8
title: A Genetic Algorithm with Convex Combination Crossover for Software Team Formation in Industrial Settings [Supplementary Material]

description: Supplementary material
DOI: 10.5281/zenodo.13927062
title: supported data for "A multi-detector helium atom microscope"
DOI: 10.5281/zenodo.13927063
title: supported data for "A multi-detector helium atom microscope"
DOI: 10.15468/dl.g2w9mj
title: Occurrence Download

description: A dataset containing 1243661 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Colubridae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 1243661 records from 765 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012845-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/94q9-p565
title: AcceleratedKernels.jl Arithmetic and Sorting Benchmarks and HPC Logs

description: Benchmark code, HPC runtime logs, and analysis for the "AcceleratedKernels.jl: Cross-Architecture Parallel Algorithms from a Unified, Transpiled Codebase" Paper.  AcceleratedKernels.jl is a backend-agnostic library for parallel computing in Julia, natively targeting NVIDIA, AMD, Intel, and Apple accelerators via a unique transpilation architecture. Written in a unified, compact codebase, it enables productive parallel programming with minimised implementation and usage complexities. Benchmarks of arithmetic-heavy kernels show performance on par with C and OpenMP-multithreaded CPU implementations, with Julia sometimes offering more consistent and predictable numerical performance than conventional C compilers. Exceptional composability is highlighted as simultaneous CPU-GPU co-processing is achievable - such as CPU-GPU co-sorting - with transparent use of hardware-specialised MPI implementations. Tests on the Baskerville Tier 2 UK HPC cluster achieved world-class sorting throughputs of 538-855 GB/s using 200 NVIDIA A100 GPUs, comparable to the highest literature-reported figure of 900 GB/s achieved on 262,144 CPU cores. The use of direct NVLink GPU-to-GPU interconnects resulted in a 4.93x speedup on average; normalised by a combined capital, running and environmental cost, communication-heavy HPC tasks only become economically viable on GPUs if GPUDirect interconnects are employed.
DOI: 10.15468/dl.fnmrz7
title: Occurrence Download

description: A dataset containing 11349 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diploglossidae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 11349 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012869-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cgq76t
title: Occurrence Download

description: A dataset containing 260 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Hypothenemus hampei (Ferrari, 1867)"
 ]
}

 The dataset includes 260 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012872-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pawqy3
title: Occurrence Download

description: A dataset containing 26210 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Elapidae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 26210 records from 351 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012870-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hqqqdx
title: Occurrence Download

description: A dataset containing 1340 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Selenicereus grandiflorus (L.) Britton & Rose"
 ]
}

 The dataset includes 1340 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012871-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-248722
title: Women’s International Convention, COGIC (6th: 1956), program

description: [description english/roman)] Program for the 6th Women’s International Convention, Church of God in Christ, Los Angeles, California, 1956 May 8-13. This xerographic exemplar lacks pages 46-47, 50-53, 58-59 & 68-69.
DOI: 10.15468/dl.ma9bce
title: Occurrence Download

description: A dataset containing 22729 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trillium erectum L."
 ]
}

 The dataset includes 22729 records from 157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0303929-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dd.b9bfuq
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.ckag8k
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.kncaeu
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.s9fm4u
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.xbrdkm
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.cwrbxx
title: Forecasting distributional shifts of Patella spp. in the Northeast Atlantic Ocean, under climate change

description: Summary of the datasets used in the study (https://doi.org/10.1016/j.marenvres.2023.105945)
DOI: 10.15468/dd.xznp5h
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.cxdugy
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.k5nfc3
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.3zfree
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.qc7d22
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.aeex97
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.b8u6zg
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.fww3u2
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.x5ufnp
title: Distinct responses and range shifts of lizard populations across an elevational gradient under climate change

description: Summary of the datasets used in the study (https://doi.org/10.1111/gcb.16656)
DOI: 10.15468/dd.6hn357
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.ec2a7k
title: Distribution and predictive niche modeling of five endangered raptors species in Kenya

description: Summary of the datasets used in the study (10.22541/au.167894683.32395492/v1)
DOI: 10.15468/dd.c77fvy
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.dmyvpr
title: Species boundaries and conservation implications of Cinnamomum japonicum, an endangered plant in China

description: Summary of the datasets used in the study (https://doi.org/10.1111/jse.12950)
DOI: 10.15468/dd.k4vrna
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.qfs72s
title: Indicator Species Data for "Assessing and improving the ecological function of linear parks along the lower Los Angeles River channel, Los Angeles County, California, US".

description: This dataset was derived using R for an indicator species analysis of linear parks along the Los Angeles River. The 15 indicator species included are:
Anaxyrus boreas Western toad
Pseudacris hypochondriaca Pacific chorus frog
Agelaius phoeniceus Red-winged Blackbird
Melospiza melodia Song Sparrow
Geothlypis trichas Common Yellowthroat
Pipilo maculatus Spotted Towhee
Melospiza lincolnii Lincoln's Sparrow
Polioptila caerulea Blue-gray Gnatcatcher
Limenitis lorquini Lorquin’s Admiral
Plebejus acmon Acmon Blue
Ischnura cervula Pacific forktail 
Ischnura denticollis Black-fronted forktail
Sylvilagus audubonii Audubon’s Cottontail
Pituophis catenifer Gopher snake
Uta stansburiana Side-blotched lizard

Any questions regarding the dataset can be directed to nkatz@fm.ucla.edu
DOI: 10.15468/dd.pqzy2a
title: Forecasting distributional shifts of Patella spp. in the Northeast Atlantic Ocean, under climate change

description: Summary of the datasets used in the study (https://doi.org/10.1038/s41598-023-30943-y)
DOI: 10.15468/dd.y863n8
title: Habitat suitability mapping for a high-value non-timber forest product: A case study of Rauvolfia serpentina

description: Summary of the datasets used in the study (https://doi.org/10.3759/tropics.SINT04)
DOI: 10.15468/dd.8dgwcj
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.jxkwmg
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.tepa25
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.5uu2kd
title: Data downloaded for the study Venter et al (2023). Comparing Global Sentinel-2 Land Cover Maps for Regional Species Distribution Modeling. Remote Sensing. doi: 10.3390/rs15071749

description: We used the gbif() function from the dismo package in R to download all solitary bee species observations from the Global In-formation Biodiversity Facility (GBIF) that intersected our study area (xmin: 9.836, xmax: 12.719, ymin: 58.909, ymax: 63.962). Specifically, we downloaded all species from the families: Andrenidae; Halictidae; Megachilidae; Colletidae; Melittidae. From Apidae which includes the eusocial Bombus genus, we downloaded the non-bombus genera: Anthophora; Ceratina; Eucera; Biastes; Nomada; and Epeolus. We only included records from after year 2015 and with a GPS error of less than 50 m for further analyses.
DOI: 10.15468/dd.qhkuwu
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.4pn4m4
title: All Silene of North America (No Geospatial Issues)

description: This is a dataset including all Silene species considered to inhabit the North American range. Data was downloaded using rgbiff::occ_download and accessed from R via rgbif (https://github.com/ropensci/rgbif) on 2023-03-29. The data is filtered to have coordinates in North America and no geospatial issues. This dataset is incomplete as it does not include ALL observations that occur in North American countries as observations lacking a continent field of "north_america" are not included.
DOI: 10.15468/dd.599mcm
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.5p74ps
title: All Silene of North and South America (No Geospatial Issues)

description: This is a dataset including all Silene species considered to inhabit the North and South American range. Data was downloaded using rgbiff::occ_download and accessed from R via rgbif (https://github.com/ropensci/rgbif) on 2023-03-29. The data is filtered to have coordinates in North and South America and no geospatial issues. This dataset is incomplete as it does not include ALL observations that occur in North and South American countries as observations lacking a continent field of "north_america" and "south_america" are not included.
DOI: 10.15468/dd.b2t4rb
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.wvsm2q
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.3ju3cc
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.vpvkh8
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.cfxe4w
title: Reconciling fossils with phylogenies reveals the origin and macroevolutionary processes explaining the global cycad biodiversity

description: Summary of the datasets used in the [study](https://doi.org/10.1111/nph.19010)
DOI: 10.15468/dd.ftbwpj
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.jxrruu
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.e66kpf
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.zbazzf
title: Mixed messages and the drivers of public and media interest in invasive plants in the US: GBIF dataset

description: We used the [dismo package](https://CRAN.R-project.org/package=dismo) in R to downloaded occurrence data for 211 species of invasive plants. We filtered records to those that had a georeference (latitude and longitude) and were in the US. We then removed duplicate occurenceIDs and retained only the following columns: `acceptedScientificName`, `scientificName`,`genus`, `lat`, `lon`, `country`, `basisOfRecord`, `datasetName`, `datasetKey`, `eventDate`. These data were used in an analysis of invasive plant species occurrences and media representation and interest by the public.

Rcode:
```
require(dismo)
gbifList &lt;- list()

# Run the function to pull GBIF data
for(i in 1:nrow(fullList)){
 tempData &lt;- gbif(fullList$genus[i], fullList$species[i], geo=T, removeZeros=T, download=T, args=c(\"country=US\"))
 # remove duplicated records according to GBIF
 tempData &lt;- tempData[!duplicated(tempData$occurrenceID),]
 #remove columns that are not needed
 tempData &lt;- subset(tempData, select=c('acceptedScientificName', 'scientificName','genus', 'lat', 'lon', \"country\", \"basisOfRecord\", \"datasetName\", \"datasetKey\", \"eventDate\"))
 tempData$CommonName&lt;-fullList$CommonName[i] #add column with common name
 tempData_xy &lt;- subset(tempData, lat !=0 & lon !=0)
 gbifList[[i]] &lt;- tempData_xy
}

GBIF_data &lt;- ldply(gbifList)
```
DOI: 10.15468/dd.3x6pm6
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.fq3b4k
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.4x2kzp
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.6r396r
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.k3wa6f
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.vm4j22
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.xva5m4
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.5t76wv
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.67bkc7
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.uupnzf
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.hb6zen
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.xnvp9x
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.x427r8
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dl.xbbhzv
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.19_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Epilobium minutiflorum Hausskn."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016552-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dd.7y4tpa
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dl.p6tgvz
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.19_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tripolium pannonicum (Jacq.) Dobrocz."
 ]
}

 The dataset includes 22 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016553-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y5hkzg
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Bolitoglossa mexicana Duméril, Bibron & Duméril, 1854",
 "Year 2000-2010"
 ]
}

 The dataset includes 38 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003823-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j8h06s
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Puma concolor (Linnaeus, 1771)",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-103.78 18.12,-103.78 22.23,-96.89 22.23,-96.89 18.12,-103.78 18.12))"
 ]
}

 The dataset includes 50 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085703-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qxuiwr
title: Occurrence Download

description: A dataset containing 2685 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lophornis ornatus (Boddaert, 1783)",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "Year is greater than or equal to 1970",
 "Year is less than or equal to 2017"
 ]
}

 The dataset includes 2685 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038405-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.