cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.11001798
title: Datasets for input and output of INFORM Severity-based SMAA study of resource allocation in humanitarian aid and disaster management under climatic losses and damages

description: The landscape of climate change and extreme events will remain a wicked problem for equitable and forward-looking resource prioritisation. The question of how to couple climate and multi-risk information remains. IPCC has considered that multi-criteria decision analysis (MCDA) can help.

We use stochastic multi-attribute analysis (SMAA), a variant of MCDA, to compute prioritisations of climatic losses & damages (l&d) for fragile countries with a humanitarian response plan. SMAA is combined with the INFORM Severity index, measuring the status of crises and disasters, and preferences gathered from stakeholders (e.g., United Nations, European Union, World Bank, the research and public sector, civil society).



Dataset S1. XLS-file with all the input data compiled from sources, concurrent data manipulation, and descriptions of steps taken until ready for the SMAA.

Dataset S2. XLS-file with results of the SMAA for all weight schemes and concurrent analysis, such as sensitivity heat mapping, correlations, regressions, and Tukey mean-difference plot.
DOI: 10.5281/zenodo.11001799
title: Datasets for input and output of INFORM Severity-based SMAA study of resource allocation in humanitarian aid and disaster management under climatic losses and damages

description: The landscape of climate change and extreme events will remain a wicked problem for equitable and forward-looking resource prioritisation. The question of how to couple climate and multi-risk information remains. IPCC has considered that multi-criteria decision analysis (MCDA) can help.

We use stochastic multi-attribute analysis (SMAA), a variant of MCDA, to compute prioritisations of climatic losses & damages (l&d) for fragile countries with a humanitarian response plan. SMAA is combined with the INFORM Severity index, measuring the status of crises and disasters, and preferences gathered from stakeholders (e.g., United Nations, European Union, World Bank, the research and public sector, civil society).



Dataset S1. XLS-file with all the input data compiled from sources, concurrent data manipulation, and descriptions of steps taken until ready for the SMAA.

Dataset S2. XLS-file with results of the SMAA for all weight schemes and concurrent analysis, such as sensitivity heat mapping, correlations, regressions, and Tukey mean-difference plot.
DOI: 10.15468/dl.kf2n77
title: Occurrence Download

description: A dataset containing 308 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Macroinvertebrados acuáticos asociados a la red vial secundaria en Medellín"
 ]
}

 The dataset includes 308 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006913-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112051039
title: P.Oxy.VIII 1120 Petition, P.Oxy.VIII 1120

description: [Text Description:] Petition of a widow, accusing one man of an outrage on her son-in-law and another of an act of violence against herself. ❧ [Text or Publication Number Note:] P.Oxy.VIII 1120, P.Oxy. 1120, Spurlock 1914.21.0022 ❧ [Excavation Description:] Excavated by archaeologists, including Bernard Pyne Grenfell and Arthur Surridge Hunt, at an ancient rubbish dump near Oxyrhynchus in Egypt (28°32'N 30°40'E, modern el-Bahnasa). ❧ [Medium:] Papyrus ❧ [Script Note:] Greek ❧ [Physical Object Description:] Papyrus manuscript, 27. x 9.5 cm.
DOI: 10.15468/dl.kdxxm4
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sedum daigremontianum Raym.-Hamet"
 ]
}

 The dataset includes 77 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122391-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w9fkk2
title: Occurrence Download

description: A dataset containing 6360 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Ploceus melanocephalus (Linnaeus, 1758)"
 ]
}

 The dataset includes 6360 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015841-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kxtbn8
title: Occurrence Download

description: A dataset containing 333 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Colchicum bivonae Guss."
 ]
}

 The dataset includes 333 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0252344-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112044691
title: Cuneiform Tablet 1913.14.0147, Spurlock 1913.14.0147

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0147; CDLI P420528 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Pale Orange Yellow (10YR 8/2.5) ❧ [Physical Object Note:] 6.6 x 4.7 x 2.6 cm (93g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.aq4t7q
title: Occurrence Download

description: A dataset containing 21856 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-126.11465 23.53621,-67.38132 23.53621,-67.38132 47.06954,-126.11465 47.06954,-126.11465 23.53621))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aedes albopictus (Skuse, 1894)"
 ]
}

 The dataset includes 21856 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0411602-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zf6aw5
title: Occurrence Download

description: A dataset containing 310 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ranunculus ficariifolius H.Lév. & Vaniot"
 ]
}

 The dataset includes 310 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0100063-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d9zrc8
title: Occurrence Download

description: A dataset containing 6360 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Ploceus melanocephalus (Linnaeus, 1758)"
 ]
}

 The dataset includes 6360 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015845-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8zrtf5
title: Occurrence Download

description: A dataset containing 1485 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "TaxonKey is Striga hermonthica (Delile) Benth."
 ]
}

 The dataset includes 1485 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0246959-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112018969
title: Cuneiform Tablet 1913.14.0255, Spurlock 1913.14.0255

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0255; CDLI P420637 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Pale Yellowish Pink (5YR 8.5/1.5) Dark Gray (N 4.25/ 13.7% R) -discoloration ❧ [Physical Object Note:] 4.6 x 4.4 x 2.4 cm (58g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.74y37c
title: Occurrence Download

description: A dataset containing 215 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is United States of America",
 "TaxonKey is Pinus longaeva D.K.Bailey"
 ]
}

 The dataset includes 215 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0234312-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k5a7y6
title: Occurrence Download

description: A dataset containing 526848 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2023-07-04",
 "EventDate is less than or equal to 2023-08-03",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 526848 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122370-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112018748
title: Cuneiform Tablet 1913.14.0255, Spurlock 1913.14.0255

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0255; CDLI P420637 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Pale Yellowish Pink (5YR 8.5/1.5) Dark Gray (N 4.25/ 13.7% R) -discoloration ❧ [Physical Object Note:] 4.6 x 4.4 x 2.4 cm (58g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.ugw5wp
title: Occurrence Download

description: A dataset containing 87462 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2017-12-21",
 "EventDate is less than or equal to 2018-01-20",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 87462 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0396619-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bq6wjw
title: Occurrence Download

description: A dataset containing 85574 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Certhia familiaris Linnaeus, 1758",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2022",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 85574 records from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0259828-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112018788
title: Cuneiform Tablet 1913.14.0255, Spurlock 1913.14.0255

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0255; CDLI P420637 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Pale Yellowish Pink (5YR 8.5/1.5) Dark Gray (N 4.25/ 13.7% R) -discoloration ❧ [Physical Object Note:] 4.6 x 4.4 x 2.4 cm (58g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.4j6zn9
title: Occurrence Download

description: A dataset containing 334307 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Clematis vitalba L."
 ]
}

 The dataset includes 334307 records from 1433 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0275295-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3hudms
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crepis commutata",
 "Country is Portugal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011544-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jpvqtb
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Papaver somniferum subsp. setigerum (DC.) Corb.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0189494-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zdvrey
title: Occurrence Download

description: A dataset containing 382 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acrocephalus agricola (Jerdon, 1845)",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Country is one of (Germany, France, Spain, Portugal, Denmark, Austria, Italy, Switzerland, Greece, Poland, Hungary, Slovenia, Sweden, Norway, Slovakia, Montenegro, Croatia, North Macedonia, Serbia, Iceland, Ireland, United Kingdom of Great Britain and Northern Ireland, Albania, Bosnia and Herzegovina, Bulgaria, Belgium, Netherlands)"
 ]
}

 The dataset includes 382 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168551-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9m4sqp
title: Occurrence Download

description: A dataset containing 7087596 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is China"
 ]
}

 The dataset includes 7087596 records from 4554 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0189439-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.933945
title: 40Ar/39Ar isotopic analyse of basaltic rocks of IODP Site 369-U1513
DOI: 10.34740/kaggle/dsv/8678017
title: WallStreetBets 2022
DOI: 10.1594/pangaea.933949
title: Sample information of basaltic rocks of IODP Site 369-U1513
DOI: 10.1594/pangaea.933950
title: Element analysis (XRF) of basaltic rocks of IODP Site 369-U1513
DOI: 10.15468/dl.3c5jt8
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Athroisma proteiforme (Humbert) Mattf."
 ]
}

 The dataset includes 56 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080973-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j9mczp
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001886-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.btjgqu
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026985-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ssqume
title: Occurrence Download

description: A dataset containing 111 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atriplex argentina Speg."
 ]
}

 The dataset includes 111 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081142-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n5rfpl
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001950-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.72smdy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atherotoma phaeotricha (Hochst.) Jacq.-Fél."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080952-230224095556074/datasets/export for details.
DOI: 10.15468/dl.bl41en
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "StateProvince is misiones",
 "TaxonKey is Balanophoraceae"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026973-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yg6hff
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atractylis boulosii Täckh."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081007-230224095556074/datasets/export for details.
DOI: 10.15468/dl.rl5wvv
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015738-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vhgvya
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027007-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ymse78
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Athroisma pusillum T.Erikss."
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080977-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.936441
title: Isotopic composition of oxygen (δ18О) and hydrogen (δD) of ice-wedge ice in central Yamal Peninsula

description: A new data on the isotope composition of oxygen (δ18О) and hydrogen (δD) of the ice-wedge ice in central Yamal Peninsula near Bovanenkovo gas field are presented. In the summer of 2019, ice wedges in the thermal circus of the third sea terrace was studied. On the terrace surface a polygon size of about 10-20 m is widespread. The ice wedge № 1 had a width in the upper part of 1.5, the apparent depth in exposure was 2.3 m. The ice wedge № 2 was stretched perpendicular to of the ice wedge № 1 and had a width of about 60 cm. A fragment of ice wedge № 3 in longitudinal section was opened 20 m from the ice wedges. Age of ice is established by AMS dating to be 13.6 cal. BP. The isotopic signature of ice (average δ18О and δD values were -24.8 and -187.6 ‰ respectively), corresponds to ice-wedges of the Yamal Peninsula formed during the MIS-2 isotope stage (end of Late Pleistocene). The oxygen isotope composition of ice indicates temperatures of the cold period of wedges formation around -22.8 ÷ -26.8 ⁰С (on average 7 ⁰С colder than modern), and January temperatures from -34.2 ÷ -40.2 ⁰С (on average 10 ⁰С colder than modern). For some ice samples, high values of deuterium excess were noted (from 12 to 17 ‰), which is unusual for this type of ice.
description: The analysis of the isotopic composition of oxygen and hydrogen was carried out in the Isotope laboratory of the Russian University of Chemical Technology by DI. Mendeleev on the Los Gatos Research Triple-Liquid Water Isotope Analyzer (LGR T ‑ LWIA, Model 912-0050). International standard V-SMOW was used for calibration. The error of determination is ±0.1 ‰ for δ18О and ±1 ‰ for δD.