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

description: A dataset containing 618413 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 {
 "or" : [
 "License is CC-BY 4.0",
 "License is CC0 1.0",
 "License is CC-BY-NC 4.0"
 ]
 },
 "PublishingOrg is 2853c0e7-c758-4c9c-83a2-7c2d18967fb9",
 "MediaType is Image",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 618413 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027178-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5kywrn
title: Occurrence Download

description: A dataset containing 104352 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gammaridae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than 2000"
 ]
}

 The dataset includes 104352 records from 401 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0163432-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aiw22c
title: Occurrence Download

description: A dataset containing 412 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Echinodorus paniculatus Micheli",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 412 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027180-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e2bkct
title: Occurrence Download

description: A dataset containing 301 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus subsquarrosus (Muhl.) Bauters",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 301 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0175138-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.duhivc
title: Occurrence Download

description: A dataset containing 177213 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Utricularia L."
 ]
}

 The dataset includes 177213 records from 753 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027180-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rsjmfh
title: Occurrence Download

description: A dataset containing 4934 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((134.02719 36.70729,236.34621 36.70729,236.34621 77.61738,134.02719 77.61738,134.02719 36.70729))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phoca largha Pallas, 1811"
 ]
}

 The dataset includes 4934 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0195089-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rhpvzu
title: Occurrence Download

description: A dataset containing 9079492 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is LC",
 "OccurrenceStatus is Present",
 "StateProvince is Karnataka",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 9079492 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061155-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.82144/77e20f8c
title: Happywhale - Layard's beaked whale in South Atlantic Ocean

description: Original provider:
Happywhale

Dataset credits:
Happywhale and contributors

Abstract:
Happywhale.com is a resource to help you know whales as individuals, and to benefit conservation science with rich data about individual whales.
DOI: 10.7910/dvn/ii2db6
title: Cumulative CES Common Content

description: The &lt;a href="https://tischcollege.tufts.edu/research-faculty/research-centers/cooperative-election-study"&gt;Cooperative Election Study&lt;/a&gt; (CES), previously called the Cooperative Congressional Election Study (CCES), is one of the largest political surveys in the United States.

This cumulative dataset contains the respondents from the Common Content of the CCES (n = 701,955), combining all available Common Content datasets from 2006 - 2024. It includes select standardized variables including demographics, geography, vote choice, validated vote, representative approval, and views on the economy. See the attached guide for a full list of variables, methodology, and ways to load the data. V11 includes vote validation variables from 2024, and several other changes noted at the end of the Guide.
DOI: 10.82144/bd81202a
title: Happywhale - Sei whale in Arctic Ocean

description: Original provider:
Happywhale

Dataset credits:
Happywhale and contributors

Abstract:
Happywhale.com is a resource to help you know whales as individuals, and to benefit conservation science with rich data about individual whales.
DOI: 10.15468/dl.yqfzjt
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chromista",
 "DecimalLatitude is greater than 38.7010600261405",
 "DecimalLatitude is less than 39.2403238141203",
 "DecimalLongitude is greater than -77.3723132861711",
 "DecimalLongitude is less than -76.6812390822763"
 ]
}

 The dataset includes 32 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005567-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111133719
title: First Groom and Horses from Court VIII, OI A7358

description: [Text Description:] Inscribed with two walking horses with median groom standing behind them, hand holding halter. ❧ [Text or Publication Number Note:] OI A7358 ❧ [Excavation Description:] Found during Oriental Institute's 1928-1935 excavations at the site of ancient Dur-Sharrukin (Fort Sargon), modern Khorsabad, Iraq ❧ [Medium:] Stone ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Stone bas relief, of limestone. Calcereous wall relief, rectangular. ❧ [Physical Object Note:] 2.535 m x 2.76 m ❧ [Physical Object Note:] There is an inscription on the back of the relief; the inscription is not accessible at the present time and was not photographed during the 2011 project.
DOI: 10.15468/dl.r3v6n6
title: Occurrence Download

description: A dataset containing 405 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Beltrania rhombica Penz."
 ]
}

 The dataset includes 405 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009649-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fntqh8
title: Occurrence Download

description: A dataset containing 311 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-5.01746 39.66174,-2.48181 39.66174,-2.48181 41.77112,-5.01746 41.77112,-5.01746 39.66174))",
 "HasCoordinate is true",
 "TaxonKey is Juncus effusus L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 311 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010755-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11455806
title: Bankruptcy risks assessment
DOI: 10.5281/zenodo.11455807
title: Bankruptcy risks assessment
DOI: 10.5281/zenodo.11457339
title: Bankruptcy risks assessment
DOI: 10.25549/inscriptifact-ouc111322807
title: Cuneiform Tablet

description: [Text Description:] Cuneiform Tablet, Administrative Tag, with Seal Impressions ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Clay tablet with cuneiform script, roughly triangular In shape.
DOI: 10.15468/dl.qtb2qs
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lonchophylla bokermanni Sazima, Vizotto & Taddei, 1978"
 ]
}

 The dataset includes 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007760-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z3vces
title: Occurrence Download

description: A dataset containing 657 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Naja mossambica Peters, 1854"
 ]
}

 The dataset includes 657 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003357-190307172214381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u9j8uc
title: Occurrence Download

description: A dataset containing 262 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Passiflora viridiflora Cav."
 ]
}

 The dataset includes 262 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222319-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tgg66n
title: Occurrence Download

description: A dataset containing 320178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((97.29492 4.56547,105.0293 4.56547,105.0293 24.68695,97.29492 24.68695,97.29492 4.56547))",
 "HasCoordinate is true",
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 320178 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014213-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111322804
title: Cuneiform Tablet

description: [Text Description:] Cuneiform Tablet, Administrative Tag, with Seal Impressions ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Clay tablet with cuneiform script, roughly triangular In shape.
DOI: 10.15468/dl.6nrhgr
title: Occurrence Download

description: A dataset containing 902 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Ficedula nigrorufa (Jerdon, 1839)"
 ]
}

 The dataset includes 902 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005570-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111304044
title: Psalm 22

description: [Text Description:] Fragment of Psalm 22:4-13 ❧ [Medium:] Parchment ❧ [Script Note:] Jewish ❧ [Physical Object Description:] Parchment fragment ❧
DOI: 10.15468/dl.edhyv7
title: Occurrence Download

description: A dataset containing 8044 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bulinus O.F.Müller, 1781"
 ]
}

 The dataset includes 8044 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0308470-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tipx5y
title: Occurrence Download

description: A dataset containing 157 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "TaxonKey is Bradea Standl.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 157 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002773-190307172214381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jx6gh4
title: Occurrence Download

description: A dataset containing 398286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((101.29395 7.01367,114.8291 7.01367,114.8291 23.96618,101.29395 23.96618,101.29395 7.01367))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 398286 records from 156 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222658-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sotyre
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lonchophylla dekeyseri Taddei, Vizotto & Sazima, 1983"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007762-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111304049
title: Psalm 22

description: [Text Description:] Fragment of Psalm 22:4-13 ❧ [Medium:] Parchment ❧ [Script Note:] Jewish ❧ [Physical Object Description:] Parchment fragment ❧
DOI: 10.25549/inscriptifact-ouc111304057
title: Psalm 22

description: [Text Description:] Fragment of Psalm 22:4-13 ❧ [Medium:] Parchment ❧ [Script Note:] Jewish ❧ [Physical Object Description:] Parchment fragment ❧
DOI: 10.15468/dl.mb4z3z
title: Occurrence Download

description: A dataset containing 563096 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Vulpes vulpes (Linnaeus, 1758)"
 ]
}

 The dataset includes 563096 records from 2128 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012860-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60893/figshare.jcp.30153217
title: Crucial simulation input files

description: This document contains crucial input files for the simulation in Gromacs, including a modified gromos54a7 force field, topology (.itp) and structure (.gro and .pdb) files for graphenes, hexane and SPC water model. Atom mass, partial charges, and interaction coefficients can be found in these documents.
DOI: 10.60893/figshare.jcp.30153217.v1
title: Crucial simulation input files

description: This document contains crucial input files for the simulation in Gromacs, including a modified gromos54a7 force field, topology (.itp) and structure (.gro and .pdb) files for graphenes, hexane and SPC water model. Atom mass, partial charges, and interaction coefficients can be found in these documents.
DOI: 10.15468/dl.be73va
title: Occurrence Download

description: A dataset containing 209 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Myotis bechsteinii (Kuhl, 1817))",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 209 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022970-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.28paym
title: Occurrence Download

description: A dataset containing 5944 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Medicago laciniata (L.) Mill.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5944 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022971-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15071109
title: P=NP의 정의 및 완벽한 계산
DOI: 10.5281/zenodo.15071110
title: P=NP의 정의 및 완벽한 계산
DOI: 10.5281/zenodo.14389323
title: MoFuSS global simulations 1km 2010-2050

description: This dataset repository will be accompanying the in-prep manuscript about the MoFuSS's global 1km simulations 2010-2050. The repository could be frequently updated while the manuscript evolves until submission. Main values are not expected to change, but new files and documentation will be added in the process.

Values can be consulted interactively in the MoFuSS webpage. 

Please read this documentation carefully.

All results are presented as the mean and standard error (SE) of the Monte Carlo simulation, with n representing the number of Monte Carlo realizations (i.e., the total number of model runs, 30 in this case).

Folder structure for current results and eventual revisions

Results are organized by their format: 1) tables, 2) vector layers, and 3) raster layers. Following, we describe the organization of variables for each of these three types

Tables

All tables are in comma-separated values (.csv) format and they basically show summary results for different administrative disaggregations: by country (adm0), by first administrative level (adm1), and by second or third administrative level (adm2).  

Within each of these two groups, with and without uncertainty, three variables are reported:



Non-Renewable Biomass (NRB): representing the total amount of woody biomass in any given period that was lost from the original stock due to unsustainable harvesting for energy purposes, in tonnes of air dried biomass;

Woody biomass harvest (Harv): representing the total harvest of wood for fuelwood and charcoal in any given period in tonnes of air dried biomass;

Fraction of Non-Renewable Biomass (fNRB): representing the ratio among these two variables for any given period, in percentage.


Vector layers

Data in vector layers is essentially the same as .csv tables, with the only difference that they can be easily displayed in a Geographic Information System. All three administrative levels are saved within a single geopackage file.

Note that when the file ends in “_simp”, it means that all polygons were simplified to a certain extent in order to make files lighter and easier to manipulate and display, as compared to the original ones.  

Raster layers

As mentioned in the project report submitted to UNFCCC, all MoFuSS results are first produced as raster layers, before any aggregation by administrative units. The raster layers shared in the project output folder, which represent only a handful of MoFuSS outcomes, have all a resolution of 1000 meters, and their projected coordinate system is WGS 84 / World Mercator (EPSG:3395). They all share the same origin and extent.



Non-Renewable Biomass (NRB):Net loss of aboveground biomass in tDM per km2 for the entire simulation period for the first Monte Carlo realization. Pixels that experienced a net growth or no change are rendered as zero.

Woody biomass harvest (Harv): Woody biomass harvested and/or collected in tDM per km2 for the entire simulation period.


 

Contact: aghilardi@ciga.unam.mx
DOI: 10.5281/zenodo.15054349
title: MoFuSS global simulations 1km 2010-2050

description: This dataset repository serves as the official MoFuSS repository utilized by the Methodological Panel (MP) of the UNFCCC to formulate recommendations to the Executive Board regarding the adoption of default fNRB values for cookstove methodologies.

While the repository may receive periodic updates, the primary fNRB values are not expected to change before December 31, 2025.

Values can be consulted interactively in the MoFuSS webpage. 

Please read this documentation carefully.

All results are presented as the mean and standard error (SE) of the Monte Carlo simulation, with n representing the number of Monte Carlo realizations (i.e., the total number of model runs, 30 in this case).

Folder structure for current results and eventual revisions

Results are organized by their format: 1) tables, 2) vector layers, and 3) raster layers. Following, we describe the organization of variables for each of these three types

Tables

All tables are in comma-separated values (.csv) format and they basically show summary results for different administrative disaggregations: by country (adm0), by first administrative level (adm1), and by second or third administrative level (adm2).  

Within each of these two groups, with and without uncertainty, three variables are reported:



Non-Renewable Biomass (NRB): representing the total amount of woody biomass in any given period that was lost from the original stock due to unsustainable harvesting for energy purposes, in tonnes of air dried biomass;

Woody biomass harvest (Harv): representing the total harvest of wood for fuelwood and charcoal in any given period in tonnes of air dried biomass;

Fraction of Non-Renewable Biomass (fNRB): representing the ratio among these two variables for any given period, in percentage.


Vector layers

Data in vector layers is essentially the same as .csv tables, with the only difference that they can be easily displayed in a Geographic Information System. All three administrative levels are saved within a single geopackage file.

Note that when the file ends in “_simp”, it means that all polygons were simplified to a certain extent in order to make files lighter and easier to manipulate and display, as compared to the original ones.  

Raster layers

As mentioned in the project report submitted to UNFCCC, all MoFuSS results are first produced as raster layers, before any aggregation by administrative units. The raster layers shared in the project output folder, which represent only a handful of MoFuSS outcomes, have all a resolution of 1000 meters, and their projected coordinate system is WGS 84 / World Mercator (EPSG:3395). They all share the same origin and extent.



Non-Renewable Biomass (NRB):Net loss of aboveground biomass in tDM per km2 for the entire simulation period for the first Monte Carlo realization. Pixels that experienced a net growth or no change are rendered as zero.

Woody biomass harvest (Harv): Woody biomass harvested and/or collected in tDM per km2 for the entire simulation period.


 

Contact: aghilardi@ciga.unam.mx