cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/8wyijj
title: Palmiers sauvages du Bénin

description: Les données contenues dans ce jeu de données ont été collectées dans le cadre d’une étude réalisées sur les palmiers sauvages dans tout le Bénin. Les objectifs de cette étude sont : évaluer les connaissances endogènes des communautés rurales sur les palmiers sauvages du Bénin à travers l’analyse des perceptions sociales et la quantification de leur valeur d’usage ethnobotanique ; évaluer la biodiversité (richesse spécifique et diversité génétique) et la distribution des palmiers sauvages au Bénin; étudier la structure et la dynamique des populations des espèces de palmiers sauvages au Bénin ; évaluer l’importance économique des palmiers sauvages à travers l’étude des flux de commercialisation et du revenu généré aux communautés rurales par la vente de leurs produits et ; évaluer le gap de conservation par rapport aux palmiers sauvages en vue de leur conservation et de leur gestion durable
DOI: 10.15468/dl.b6poti
title: Occurrence Download

description: A dataset containing 142 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acridocarpus plagiopterus Guill. & Perr."
 ]
}

 The dataset includes 142 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005201-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.10o4qy
title: Occurrence Download

description: A dataset containing 735060 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Year 1960-2019",
 "HasCoordinate is true",
 "TaxonKey is Arecaceae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 735060 records from 607 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005194-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jtybh9
title: Occurrence Download

description: A dataset containing 182 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Austrocosmoecus Schmid, 1955",
 "Year 1950-2024"
 ]
}

 The dataset includes 182 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035180-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lymuhr
title: Occurrence Download

description: A dataset containing 40298 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Year 1960-2019",
 "HasCoordinate is true",
 "TaxonKey is Zingiberaceae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 40298 records from 324 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005200-190621201848488/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.26367361
title: Data and code for Howard et al., Current Biology, 2024

description: This study demonstrates that ensemble fMRI responses in the human midbrain contain information about the identity of unexpectedly received food odor rewards.
DOI: 10.6084/m9.figshare.26367361.v2
title: Data and code for Howard et al., Current Biology, 2024

description: This study demonstrates that ensemble fMRI responses in the human midbrain contain information about the identity of unexpectedly received food odor rewards.
DOI: 10.6084/m9.figshare.26367361.v1
title: Fig2A_beta_vals.mat

description: This study demonstrates that ensemble fMRI responses in the human midbrain contain information about the identity of unexpectedly received food odor rewards.
DOI: 10.15468/dl.g9grjn
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Archilestes regalis Gloyd, 1944"
 ]
}

 The dataset includes 47 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005203-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xjdrvc
title: Occurrence Download

description: A dataset containing 5076 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Artocarpus altilis (Parkinson) Fosberg",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 5076 records from 199 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035181-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iuwna9
title: Occurrence Download

description: A dataset listing the 4025 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Italy",
 "DatasetKey is Wikiplantbase #Toscana",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset's 4025 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005202-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lwa0xt
title: Occurrence Download

description: A dataset containing 17144864 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Mexico"
 ]
}

 The dataset includes 17144864 records from 2490 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005166-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gvj72m
title: Occurrence Download

description: A dataset containing 16053 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Solenopsis invicta Buren, 1972"
 ]
}

 The dataset includes 16053 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091285-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-04.1979367/2364363
title: Data for EMSL Project 49229 from April 2020
DOI: 10.15468/dl.tthum6
title: Occurrence Download

description: A dataset containing 3244 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macroptilium lathyroides (L.) Urb."
 ]
}

 The dataset includes 3244 records from 140 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012885-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-04.1980215/2364364
title: Data for EMSL Project 49229 from April 2020
DOI: 10.15468/dl.4p7ttm
title: Occurrence Download

description: A dataset containing 430 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 Strophurus taenicauda (De Vis, 1886)"
 ]
}

 The dataset includes 430 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091280-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-03.1958401/2364365
title: Data for EMSL Project 49229 from March 2020
DOI: 10.15468/dl.f6m33w
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acaulimalva richii (A.Gray) Krapov."
 ]
}

 The dataset includes 9 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008736-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iidfu7
title: Occurrence Download

description: A dataset containing 220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Danaus plexippus (Linnaeus, 1758)",
 "Country is Mexico",
 "Geometry POLYGON((-101.997070 28.304380,-101.997070 22.553147,-97.998046 22.553147,-97.998046 28.304380,-101.997070 28.304380))"
 ]
}

 The dataset includes 220 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012885-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2drfwd
title: Occurrence Download

description: A dataset containing 11568 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chloris barbata Sw."
 ]
}

 The dataset includes 11568 records from 400 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091299-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-03.1956974/2364366
title: Data for EMSL Project 49229 from March 2020
DOI: 10.15468/dl.db6igy
title: Occurrence Download

description: A dataset containing 1375 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pachyrhizus erosus (L.) Urb."
 ]
}

 The dataset includes 1375 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012886-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hmvsfa
title: Occurrence Download

description: A dataset containing 922 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acer amplum Rehder"
 ]
}

 The dataset includes 922 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008776-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c9f742
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium linahamariense Üksip"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023820-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-03.1964607/2364367
title: Data for EMSL Project 49229 from March 2020
DOI: 10.15468/dl.v0rpbf
title: Occurrence Download

description: A dataset containing 3065 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección de Ofidios Museo de La Salle Bogotá (MLS)"
 ]
}

 The dataset includes 3065 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012886-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6qjztb
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium boreoapenninum Gottschl."
 ]
}

 The dataset includes 45 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023813-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-03.1964997/2364368
title: Data for EMSL Project 49229 from March 2020
DOI: 10.15468/dl.52ns7j
title: Occurrence Download

description: A dataset containing 317196 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Holcus mollis L."
 ]
}

 The dataset includes 317196 records from 1376 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023833-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15157554
title: TABLE 1 in Shallow-water Trapezioidea (Decapoda: Brachyura) from the South China Sea, including two new records, and notes on Tetralia glaberrima Herbst, 1790

description: TABLE 1. Taxonomic list and historical records of Trapezoidea from the South China Sea.
FamilySpeciesHistorical records in the South China Seacollected on present voyage or notCherusius triunguiculatus Borradaile, 1902Liu et al. 2008;√DomeciidaeDomecia glabra Alcock, 1899Liu et al. 2008; Limviriyakul 2016√Ortmann, 1893Domecia hispida Eydoux & Souleyet, 1842Liu et al. 2008; Limviriyakul 2016√Palmyria palmyrensis Rathbun in Edmondson, 1923Liu et al. 2008√Tetralia aurantistellata Trautwein, 2007Limviriyakul 2016√Tetralia brengelae Trautwein, 2007√Tetralia cinctipes Paulson, 1875Limviriyakul 2016√TetraliidaeTetralia glaberrima Herbst, 1790Dai et al. 1986; Liu et al. 2008√Castro, Ng & AhyongTetralia nigrolineata Serène & Pham, 1957Limviriyakul 2016√Tetralia rubridactyla Garth, 1971Limviriyakul 2016√Tetraloides heterodactylus Heller, 1861Dai et al. 1986; Liu et al. 2008√Tetraloides nigrifrons Dana, 1852Limviriyakul 2016√Quadrella boopsis Alcock, 1898Lin& Ng 2017×Quadrella coronata Dana, 1852Lin& Ng 2017√Quadrella maculosa Alcock, 1898Liu et al. 2008×Quadrella reticulata Alcock, 1898Serène 1984×Trapezia areolata Dana, 1852Dai et al. 1986; Liu et al. 2008 (erroneous records)×Trapezia bidentata Forskål, 1775Liu et al. 2008√Trapezia cheni Galil, 1983Liu et al. 2008×Trapezia cymodoce Herbst, 1801Dai et al. 1986; Liu et al. 2008; Limviriyakul 2016√Trapezia digitalis Latreille, 1828Dai et al. 1986; Liu et al. 2008; Limviriyakul 2016√Trapeziidae Miers, 1886Trapezia flavopunctata Eydoux & Souleyet, 1842Dai et al. 1986; Liu et al. 2008×Trapezia formosa Smith, 1869Dai et al. 1986; Liu et al. 2008√Trapezia garthi Galil, 1983Liu et al. 2008×Trapezia guttata Rüppell, 1830Dai et al. 1986; Liu et al. 2008√Trapezia lutea Castro, 1997Liu et al. 2008; Limviriyakul 2016√Trapezia plana Ward, 1941√Trapezia rufopunctata Herbst, 1799Dai et al. 1986; Liu et al. 2008√Trapezia septata Dana, 1852Dai et al. 1986; Liu et al. 2008; Limviriyakul 2016√Trapezia serènei Odinetz, 1983Liu et al. 2008; Limviriyakul 2016√Trapezia speciosa Dana, 1852Dai et al. 1986; Liu et al. 2008×Trapezia tigrina Eydoux & Souleyet, 1842Liu et al. 2008√
description: Published as part of Sun, Yu-Li, Jiang, Wei & Sha, Zhong-Li, 2024, Shallow-water Trapezioidea (Decapoda: Brachyura) from the South China Sea, including two new records, and notes on Tetralia glaberrima Herbst, 1790, pp. 418 in Zootaxa 5476 (1) on page 418, DOI: 10.11646/zootaxa.5476.1.30, http://zenodo.org/record/12681889
DOI: 10.5281/zenodo.15157555
title: TABLE 1 in Shallow-water Trapezioidea (Decapoda: Brachyura) from the South China Sea, including two new records, and notes on Tetralia glaberrima Herbst, 1790

description: TABLE 1. Taxonomic list and historical records of Trapezoidea from the South China Sea.
FamilySpeciesHistorical records in the South China Seacollected on present voyage or notCherusius triunguiculatus Borradaile, 1902Liu et al. 2008;√DomeciidaeDomecia glabra Alcock, 1899Liu et al. 2008; Limviriyakul 2016√Ortmann, 1893Domecia hispida Eydoux & Souleyet, 1842Liu et al. 2008; Limviriyakul 2016√Palmyria palmyrensis Rathbun in Edmondson, 1923Liu et al. 2008√Tetralia aurantistellata Trautwein, 2007Limviriyakul 2016√Tetralia brengelae Trautwein, 2007√Tetralia cinctipes Paulson, 1875Limviriyakul 2016√TetraliidaeTetralia glaberrima Herbst, 1790Dai et al. 1986; Liu et al. 2008√Castro, Ng & AhyongTetralia nigrolineata Serène & Pham, 1957Limviriyakul 2016√Tetralia rubridactyla Garth, 1971Limviriyakul 2016√Tetraloides heterodactylus Heller, 1861Dai et al. 1986; Liu et al. 2008√Tetraloides nigrifrons Dana, 1852Limviriyakul 2016√Quadrella boopsis Alcock, 1898Lin& Ng 2017×Quadrella coronata Dana, 1852Lin& Ng 2017√Quadrella maculosa Alcock, 1898Liu et al. 2008×Quadrella reticulata Alcock, 1898Serène 1984×Trapezia areolata Dana, 1852Dai et al. 1986; Liu et al. 2008 (erroneous records)×Trapezia bidentata Forskål, 1775Liu et al. 2008√Trapezia cheni Galil, 1983Liu et al. 2008×Trapezia cymodoce Herbst, 1801Dai et al. 1986; Liu et al. 2008; Limviriyakul 2016√Trapezia digitalis Latreille, 1828Dai et al. 1986; Liu et al. 2008; Limviriyakul 2016√Trapeziidae Miers, 1886Trapezia flavopunctata Eydoux & Souleyet, 1842Dai et al. 1986; Liu et al. 2008×Trapezia formosa Smith, 1869Dai et al. 1986; Liu et al. 2008√Trapezia garthi Galil, 1983Liu et al. 2008×Trapezia guttata Rüppell, 1830Dai et al. 1986; Liu et al. 2008√Trapezia lutea Castro, 1997Liu et al. 2008; Limviriyakul 2016√Trapezia plana Ward, 1941√Trapezia rufopunctata Herbst, 1799Dai et al. 1986; Liu et al. 2008√Trapezia septata Dana, 1852Dai et al. 1986; Liu et al. 2008; Limviriyakul 2016√Trapezia serènei Odinetz, 1983Liu et al. 2008; Limviriyakul 2016√Trapezia speciosa Dana, 1852Dai et al. 1986; Liu et al. 2008×Trapezia tigrina Eydoux & Souleyet, 1842Liu et al. 2008√
description: Published as part of Sun, Yu-Li, Jiang, Wei & Sha, Zhong-Li, 2024, Shallow-water Trapezioidea (Decapoda: Brachyura) from the South China Sea, including two new records, and notes on Tetralia glaberrima Herbst, 1790, pp. 418 in Zootaxa 5476 (1) on page 418, DOI: 10.11646/zootaxa.5476.1.30, http://zenodo.org/record/12681889
DOI: 10.15468/dl.utat6k
title: Occurrence Download

description: A dataset containing 1751787 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Eucalyptus L'Hér.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1751787 records from 803 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000621-250121130708018/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.24980994
title: Annotated dataset for Aspect-based sentiment analysis collected from Trustpilot platform

description: Annotated dataset of English reviews collected from the online review platform Trustpilot. The reviews concern five shops that exclusively operated online stores at the time of data collection. The stores included in the analysis are: Zalando, Wish, SHEIN, Boozt, and Nelly. The reviews were written between 2013 and 2021. The final dataset contains 2782 data points. The reviews are annotated based on 14 aspects.The dataset is originally created for the following publication:Laleh Davoodi, József Mezei, Markku Heikkilä: Aspect-based sentiment classification of user reviews to understand customer satisfaction of e-commerce platforms. Published in: Electronic Commerce Research
DOI: 10.34740/kaggle/dsv/10543257
title: Top Spotify Songs in 73 Countries (Daily Updated)
DOI: 10.5281/zenodo.10669106
title: Output from the Glacier Energy and Mass Balance (GEMB v1.0) forced with 3-hourly ERA5 fields and gridded to 10km, Greenland and Antarctica 1979-2023

description: These model output of firn air content (FAC) and surface mass balance (SMB) are from version 1.0 of the open-source Glacier Energy and Mass Balance model. GEMB is a column model of ice sheet and glacier surface-atmospheric energy and mass exchange as well as firn state. GEMB has been integrated into the open-source Ice-Sheet and Sea-level System Model which can be downloaded at https://issm.jpl.nasa.gov/.  Here, GEMB is forced with 3-hourly ERA5 output from 1979 through end of 2023.  For Greenland and its periphery, the ERA5 surface temperature and downwelling longwave radiation forcing are spatially bias-corrected for each month.  All values are adjusted by the difference between the RACMO2.3 and the ERA5 1980-2015 monthly means. The GEMB output is bilinearly interpolated onto a 10km grid, from the native ISSM grid, and the output is given monthly. 
description: Small discontinuities in firn air content variability in v1.0 for dates during 2022 have been fixed in v1.1. For v1.2, the model results have been extended through end of 2022, and periphery glaciers have been added to Greenland. The v1.3 release is the extension of v1.2 through the end of 2023, and the Greenland mask has been updated to distinguish between periphery glaciers and the ice sheet.
DOI: 10.5281/zenodo.10806250
title: Output from the Glacier Energy and Mass Balance (GEMB v1.0) forced with 3-hourly ERA5 fields and gridded to 10km, Greenland and Antarctica 1979-2023

description: These model output of firn air content (FAC) and surface mass balance (SMB) are from version 1.0 of the open-source Glacier Energy and Mass Balance model. GEMB is a column model of ice sheet and glacier surface-atmospheric energy and mass exchange as well as firn state. GEMB has been integrated into the open-source Ice-Sheet and Sea-level System Model which can be downloaded at https://issm.jpl.nasa.gov/.  Here, GEMB is forced with 3-hourly ERA5 output from 1979 through end of 2023.  For Greenland and its periphery, the ERA5 surface temperature and downwelling longwave radiation forcing are spatially bias-corrected for each month.  All values are adjusted by the difference between the RACMO2.3 and the ERA5 1980-2015 monthly means. The GEMB output is bilinearly interpolated onto a 10km grid, from the native ISSM grid, and the output is given as 5-day output or as monthly.
description: Small discontinuities in firn air content variability in v1.0 for dates during 2022 have been fixed in v1.1. For v1.2, the model results have been extended through end of 2022, and periphery glaciers have been added to Greenland. The v1.3 release is the extension of v1.2 through the end of 2023, and the Greenland mask has been updated to distinguish between periphery glaciers and the ice sheet. For v1.3, a 5-day output file, v1.3-5day, is also released.
DOI: 10.5281/zenodo.7130969
title: Output from the Glacier Energy and Mass Balance (GEMB v1.0) forced with 3-hourly ERA5 fields and gridded to 10km, Greenland and Antarctica 1979-June 2022

description: These model output of firn air content (FAC) and surface mass balance (SMB) are from version 1.0 of the open-source Glacier Energy and Mass Balance model. GEMB is a column model of ice sheet and glacier surface-atmospheric energy and mass exchange as well as firn state. GEMB has been integrated into the open-source Ice-Sheet and Sea-level System Model which can be downloaded at https://issm.jpl.nasa.gov/. Here, GEMB is forced with 3-hourly ERA5 output from 1979-June 2022. For Greenland, the ERA5 surface temperature and downwelling longwave radiation forcing are spatially bias-corrected for each month. All values are adjusted by the difference between the RACMO2.3 and the ERA5 1980-2015 monthly means. The GEMB output is bilinearly interpolated onto a 10km grid, from the native ISSM grid, and the output is given monthly.