cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.f6g4zh
title: Occurrence Download

description: A dataset containing 201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Trilepida macrolepis (Peters, 1858)"
 ]
}

 The dataset includes 201 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0183053-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fdrptu
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zephyranthes carminea (Ravenna) S.C.Arroyo"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0236770-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nh9uw9
title: Occurrence Download

description: A dataset listing the 158291 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Paleobiology Database"
 ]
}

 The dataset's 158291 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0183055-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cbs6hd
title: Occurrence Download

description: A dataset containing 3539261 species occurrences available in GBIF matching the query:
{
 "and" : [
 "LifeStage is one of (Adult, Imago)",
 "MediaType is Image",
 "TaxonKey is one of (Trichoptera, Formicidae, Ichneumonidae, Diptera, Orthoptera, Hemiptera, Pholcidae, Araneae, Opiliones, Coleoptera)"
 ]
}

 The dataset includes 3539261 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0250443-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ycu7qu
title: Occurrence Download

description: A dataset listing the 235 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Universidad del Valle de Guatemala - Colecciones Biológicas - Aves"
 ]
}

 The dataset's 235 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0185482-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gc5ff9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zephyranthes calderensis (Ravenna) Nic.García & S.C.Arroyo"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0236768-230224095556074/datasets/export for details.
DOI: 10.15468/dl.69wa7e
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Loxosceles Heineken & Lowe, 1832"
 ]
}

 The dataset includes 69 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0185487-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nsp92r
title: Occurrence Download

description: A dataset containing 458 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Romerolagus diazi (Ferrari-Pérez, 1893)"
 ]
}

 The dataset includes 458 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0279021-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x3p2fb
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Monotrema bracteatum Maguire"
 ]
}

 The dataset includes 78 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043241-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e7e7er
title: Occurrence Download

description: A dataset containing 16957 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vicia pannonica Crantz"
 ]
}

 The dataset includes 16957 records from 368 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0250441-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jvjawb
title: Occurrence Download

description: A dataset containing 1156 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oppiella subpectinata (Oudemans, 1900)"
 ]
}

 The dataset includes 1156 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009120-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kruvfk
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hypecoum torulosum Å.E.Dahl"
 ]
}

 The dataset includes 69 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0250472-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11080589
title: # Replication code and data for: Global  projections of heat exposure of older adults

description: # Replication code and data for: Global  projections of heat exposure of older adultsBy Giacomo Falchetta, Enrica De Cian, Ian Sue Wing and Deborah CarrNature Communications. DOI: 10.1038/s41467-024-47197-5

An output data file, containing grid-cell level counts of people by age group, of climate hazard indicators, and of heat exposure metrics for both the historical climate and current demography and for future scenarios and projections is contained in the repository ("aging_climate_output_data.csv"). 

Software requirements:- R v4.3+: https://cran.r-project.org/bin/windows/base/- RStudio: v2023.06.0+: https://posit.co/download/rstudio-desktop/- Package dependencies: raster, sf, tidyverse, rasterVis, rgdal, maptools, pbapply, terra, knitr, kableExtra, modelsummary, openxlsx, xtable, ggforce, maptools, weights, spatstat, rworldmap, scales, patchwork, stars, viridis, devtools, stargazer, readxl, nominatimlite, urbnmapr

To replicate the analysis:- Clone the replication code repository from https://github.com/giacfalk/aging_climate- Download input data from this Zenodo data repository- Download all the 1km age and gender-stratified global population counts rasters from the following WorldPop page https://hub.worldpop.org/geodata/summary?id=24798 and put them in a subdirectory of the working directory called "AGEPOP"- Run the "project_pop.R" script to generate gridded age-stratified population data for each SSP scenario- Run the "compare_pop_projections.R" file to compare the generated gridded age-stratified population data with an array of pre-existing sources from different countries and produce a summary comparison table (NOTE: before running the script, decompress the "new_comparison_data.zip" folder into the working directory)- Run "projections_exposure_m.R" to quantify heat exposure and generate the figures and tables reported in the paper

To process the data and run succesfully, the script requires a computer with at least 32GB RAM. The running time varies based on CPU characteristics, but a runtime of at least 2 hours should be expected to generate all the output data, figures, and tables. All output files are saved in the working directory.

___

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
DOI: 10.5281/zenodo.7859232
title: # Replication code and data for: Global  projections of heat exposure of older adults

description: # Replication code and data for: Global  projections of heat exposure of older adultsBy Giacomo Falchetta, Enrica De Cian, Ian Sue Wing and Deborah CarrNature Communications. DOI: 10.1038/s41467-024-47197-5

An output data file, containing grid-cell level counts of people by age group, of climate hazard indicators, and of heat exposure metrics for both the historical climate and current demography and for future scenarios and projections is contained in the repository ("aging_climate_output_data.csv"). 

Software requirements:- R v4.3+: https://cran.r-project.org/bin/windows/base/- RStudio: v2023.06.0+: https://posit.co/download/rstudio-desktop/- Package dependencies: raster, sf, tidyverse, rasterVis, rgdal, maptools, pbapply, terra, knitr, kableExtra, modelsummary, openxlsx, xtable, ggforce, maptools, weights, spatstat, rworldmap, scales, patchwork, stars, viridis, devtools, stargazer, readxl, nominatimlite, urbnmapr

To replicate the analysis:- Clone the replication code repository from https://github.com/giacfalk/aging_climate- Download input data from this Zenodo data repository- Download all the 1km age and gender-stratified global population counts rasters from the following WorldPop page https://hub.worldpop.org/geodata/summary?id=24798 and put them in a subdirectory of the working directory called "AGEPOP"- Run the "project_pop.R" script to generate gridded age-stratified population data for each SSP scenario- Run the "compare_pop_projections.R" file to compare the generated gridded age-stratified population data with an array of pre-existing sources from different countries and produce a summary comparison table (NOTE: before running the script, decompress the "new_comparison_data.zip" folder into the working directory)- Run "projections_exposure_m.R" to quantify heat exposure and generate the figures and tables reported in the paper

To process the data and run succesfully, the script requires a computer with at least 32GB RAM. The running time varies based on CPU characteristics, but a runtime of at least 2 hours should be expected to generate all the output data, figures, and tables. All output files are saved in the working directory.

___

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
DOI: 10.15468/dl.8eyakq
title: Occurrence Download

description: A dataset containing 84038 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "TaxonKey is one of (Pleurotus ostreatus (Jacq.) P.Kumm., Lentinula edodes (Berk.) Pegler, Auricularia auricula-judae (Bull.) Quél., Volvariella volvacea (Bull.) Singer, Flammulina velutipes (Curtis) Singer, Tremella fuciformis Berk., Hypsizygus tesselatus (Bull. ex Fr.) Singer, Stropharia rugosoannulata Farl. ex Murrill, Cyclocybe aegerita (V.Brig.) Vizzini, Hericium erinaceus (Bull.) Pers., Phallus indusiatus Vent., Boletus edulis Bull., Calbovista subsculpta Morse ex M.T.Seidl, Calvatia gigantea (Batsch) Lloyd, Cantharellus cibarius Fr., Craterellus tubaeformis (Fr.) Quél., Clitocybe nuda (Bull.) H.E.Bigelow & A.H.Sm., Cortinarius caperatus (Pers.) Fr., Craterellus cornucopioides (L.) Pers., Grifola frondosa (Dicks.) Gray, Hydnum repandum L., Lactarius deliciosus (L.) Gray, Morchella Dill. ex Pers., Tricholoma matsutake (S.Ito & S.Imai) Singer, Agaricus arvensis Schaeff., Agaricus silvaticus Lamarck, Amanita caesarea (Scop.) Pers., Armillaria mellea (Vahl) P.Kumm., Boletus L., Calocybe gambosa (Fr.) Donk, Calvatia utriformis (Bull.) Jaap, Chroogomphus (Singer) O.K.Mill., Clavariaceae, Clavulinaceae, Coprinus comatus (O.F.Müll.) Pers., Cortinarius variicolor (Pers.) Fr., Fistulina hepatica (Schaeff.) With., Flammulina velutipes (Curtis) Singer, Hygrophorus chrysodon (Batsch) Fr., Kalaharituber pfeilii (Henn.) Trappe & Kagan-Zur, Lactarius deterrimus Gröger, Lactarius salmonicolor R.Heim & Leclair, Lactarius subdulcis (Pers.) Gray, Lactarius volemus (Fr.) Fr., Laetiporus sulphureus (Bull.) Murrill, Leccinum aurantiacum (Bull.) Gray, Leccinum scabrum (Bull.) Gray, Leccinum versipelle (Fr.) Snell, Macrolepiota procera (Scop.) Singer, Marasmius oreades (Bolton) Fr., Polyporus mylittae Sacc., Polyporus squamosus Huds., Ramariaceae, Sparassis crispa (Wulfen) Fr., Suillus bovinus (L.) Roussel, Suillus granulatus (L.) Roussel, Suillus luteus (L.) Roussel, Suillus tomentosus Singer, Snell & E.A.Dick, Tricholoma terreum (Schaeff.) P.Kumm., Coprinopsis atramentaria (Bull.) Redhead, Vilgalys & Moncalvo, Morchella esculenta (L.) Pers., Pleurotus pulmonarius (Fr.) Quél., Pleurotus citrinopileatus Singer, Morchella elata Fr.)"
 ]
}

 The dataset includes 84038 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0183063-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jduvb8
title: Occurrence Download

description: A dataset containing 10630 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhipicephalus sanguineus Latreille, 1806"
 ]
}

 The dataset includes 10630 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0260642-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5pbc27
title: Occurrence Download

description: A dataset containing 544 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ameerega flavopicta (Lutz, 1925)"
 ]
}

 The dataset includes 544 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0183067-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hny6fc
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepanthes oxypetala Luer & Hirtz"
 ]
}

 The dataset includes 12 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007016-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ejmnf8
title: Occurrence Download

description: A dataset containing 14092 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is one of (United States of America, Mexico)",
 "OccurrenceStatus is Present",
 "TaxonKey is Trachemys scripta (Thunberg In Schoepff, 1792)"
 ]
}

 The dataset includes 14092 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0185488-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b2axrj
title: Occurrence Download

description: A dataset containing 170 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lessertia herbacea (L.) Druce"
 ]
}

 The dataset includes 170 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008339-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6f9j6s
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clematis tsugetorum Ohwi",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0201659-220831081235567/datasets/export for details.
DOI: 10.15468/dl.pg4eh3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "EventId is FTB 200",
 "GenusKey is Lampropeltis Fitzinger, 1843"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0185497-220831081235567/datasets/export for details.
DOI: 10.15468/dl.xcckak
title: Occurrence Download

description: A dataset containing 154245 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Heard Island and McDonald Islands",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 154245 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0279025-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mjeevp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pulsatilla chinensis (Bunge) Regel",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0201665-220831081235567/datasets/export for details.
DOI: 10.15468/dl.3t9d5j
title: Occurrence Download

description: A dataset containing 113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-101.50280 -7.10660,-48.49720 -7.10660,-48.49720 14.10660,-101.50280 14.10660,-101.50280 -7.10660))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Nannotrigona tristella Cockerell, 1922"
 ]
}

 The dataset includes 113 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0279011-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.guufgv
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Celtis tetrandra Roxb.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0201674-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.be9c28
title: Occurrence Download

description: A dataset containing 254 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hypecoum littorale Wulfen"
 ]
}

 The dataset includes 254 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0250464-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zr8rcg
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Gephyromantis corvus (Glaw & Vences, 1994)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041493-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.khfuvy
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salix hastata subsp. sierrae-nevadae Rech.fil."
 ]
}

 The dataset includes 10 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008613-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tubahx
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Henicorhynchus ornatipinnis (Roberts, 1997)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029786-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mdyvd8
title: Occurrence Download

description: A dataset containing 8130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Living Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cyperus rotundus L."
 ]
}

 The dataset includes 8130 records from 198 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051012-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2vqicq
title: Occurrence Download

description: A dataset containing 1334 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gobiidae",
 "Country is India"
 ]
}

 The dataset includes 1334 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008613-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e89rwc
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ilex saxicola C.J.Tseng & H.H.Liu"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029796-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7pgnht
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Adenandra fragrans (Sims) Roem. & Schult."
 ]
}

 The dataset includes 104 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015771-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9gwegf
title: Occurrence Download

description: A dataset containing 2475 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bothriochloa barbinodis (Lag.) Herter"
 ]
}

 The dataset includes 2475 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008613-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.