cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.16332127
title: Data to 'The updated and improved method for water scarcity impact assessment in LCA, AWARE2.0'

description: This dataset includes the AWARE2.0 characterization factors as documented in the article "The updated and improved method for water scarcity impact assessment in LCA, AWARE2.0" (DOI: 10.1111/jiec.70023). When using the dataset in your own work, please cite the article and provide reference to this zenodo repository.

For importing the country-level characterization factors into LCA software, please see the AWARE2.0 implementations (openLCA, SimaPro, brightway2) in IMPACT World+, version 2.1: https://doi.org/10.5281/zenodo.14041258

Content

- native resolution (monthly, watershed scale):



AWARE20_Native_CFs_geospatial.gpkg: Geospatial file containing the AWARE2.0 basins as polygons with associated monthly and annual CFs

AWARE20_Native_CFs_geospatial.kmz: Version of AWARE20_Native_CFs_geospatial.gpkg for GoogleEarth

AWARE20_Native_CFs.xlsx: AWARE2.0 CFs on basin level (monthly and annual) and associated water consumption used for weighting

AWARE20_Intermediate_Variables.xlsx: Intermediate Variables from the calculation of the AWARE2.0 CFs, such as the longterm average natural and actual water availability, the AMDs, the EFRs, etc.

figures_AWARE_AWARE20_comparison_all_basins.zip: Figures comparing CFs, AMDs, Natural and Actual Availability, EWRs, and EFR coefficients between AWARE and AWARE2.0, for each of the 8149 basins individually. Consult these figures for a visual impression of how and why CFs might have changed between AWARE and AWARE2.0.


- spatiotemporal aggregations:



AWARE20_Countries_and_Regions.xlsx: AWARE2.0 CFs aggregated according to geography definitions of GLAM and ecoinvent (version 2.5, applicable to ecoinvent 3.10) 

AWARE20_Subnational_Resolution.xlsx: AWARE2.0 CFs aggregated to subnational resolution, using the GADM dataset version 4.1 (https://gadm.org/old_versions.html)

AWARE20_Crop_Specific.xlsx: AWARE2.0 CFs aggregated according to geography definitions of ecoinvent (version 2.5, applicable to ecoinvent 3.10), using crop-specific irrigation water consumption for 27 crop classes as spatiotemporal weights. See readme sheet in Excel file for more information.


 

Changes:



v1.0.1:



addition of crop-specific spatiotemporal aggregations (AWARE20_Crop_Specific.xlsx)



v1.0.0 (corresponding to published article):



update of readme sheets with appropriate references to corresponding article

update of reference "Müller Schmied et al. (2024)"

added file: AWARE20_Subnational_Resolution.xlsx



 v0.0.3:



use bug-fixed WaterGAP2.2e data from Sept 2023

added country and subnational aggregations

changed "NoData" to "NotDefined" in the tables

added gridcell pHWC to intermediate variables

corrected table of water consumption data without post-processing in "Intermediate_Variables"




 

Caveats:



Spatial CF aggregations for treaties:



Due to the creation date of the data set, the BRICS aggregations in AWARE20_Countries_and_Regions.xlsx do not include the states that joined after 2023. In AWARE20_Crop_Specific.xlsx, the 10-member BRICS is labeled BRICS+.
DOI: 10.5281/zenodo.8215863
title: Data to 'The updated and improved method for water scarcity impact assessment in LCA, AWARE2.0'

description: This dataset includes the AWARE2.0 characterization factors as documented in the article "The updated and improved method for water scarcity impact assessment in LCA, AWARE2.0" (DOI: 10.1111/jiec.70023). When using the dataset in your own work, please cite the article and provide reference to this zenodo repository.

For importing the country-level characterization factors into LCA software, please see the AWARE2.0 implementations (openLCA, SimaPro, brightway2) in IMPACT World+, version 2.1: https://doi.org/10.5281/zenodo.14041258

Content

- native resolution (monthly, watershed scale):



AWARE20_Native_CFs_geospatial.gpkg: Geospatial file containing the AWARE2.0 basins as polygons with associated monthly and annual CFs

AWARE20_Native_CFs_geospatial.kmz: Version of AWARE20_Native_CFs_geospatial.gpkg for GoogleEarth

AWARE20_Native_CFs.xlsx: AWARE2.0 CFs on basin level (monthly and annual) and associated water consumption used for weighting

AWARE20_Intermediate_Variables.xlsx: Intermediate Variables from the calculation of the AWARE2.0 CFs, such as the longterm average natural and actual water availability, the AMDs, the EFRs, etc.

figures_AWARE_AWARE20_comparison_all_basins.zip: Figures comparing CFs, AMDs, Natural and Actual Availability, EWRs, and EFR coefficients between AWARE and AWARE2.0, for each of the 8149 basins individually. Consult these figures for a visual impression of how and why CFs might have changed between AWARE and AWARE2.0.


- spatiotemporal aggregations:



AWARE20_Countries_and_Regions.xlsx: AWARE2.0 CFs aggregated according to geography definitions of GLAM and ecoinvent (version 2.5, applicable to ecoinvent 3.10) 

AWARE20_Subnational_Resolution.xlsx: AWARE2.0 CFs aggregated to subnational resolution, using the GADM dataset version 4.1 (https://gadm.org/old_versions.html)

AWARE20_Crop_Specific.xlsx: AWARE2.0 CFs aggregated according to geography definitions of ecoinvent (version 2.5, applicable to ecoinvent 3.10), using crop-specific irrigation water consumption for 27 crop classes as spatiotemporal weights. See readme sheet in Excel file for more information.


 

Changes:



v1.0.1:



addition of crop-specific spatiotemporal aggregations (AWARE20_Crop_Specific.xlsx)



v1.0.0 (corresponding to published article):



update of readme sheets with appropriate references to corresponding article

update of reference "Müller Schmied et al. (2024)"

added file: AWARE20_Subnational_Resolution.xlsx



 v0.0.3:



use bug-fixed WaterGAP2.2e data from Sept 2023

added country and subnational aggregations

changed "NoData" to "NotDefined" in the tables

added gridcell pHWC to intermediate variables

corrected table of water consumption data without post-processing in "Intermediate_Variables"




 

Caveats:



Spatial CF aggregations for treaties:



Due to the creation date of the data set, the BRICS aggregations in AWARE20_Countries_and_Regions.xlsx do not include the states that joined after 2023. In AWARE20_Crop_Specific.xlsx, the 10-member BRICS is labeled BRICS+.
DOI: 10.15468/dl.94gu5y
title: Occurrence Download

description: A dataset containing 2093 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amniataba percoides",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2093 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041125-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25612/837.dx9pral96gjd
title: FEMA Individuals and Households Program (Valid Registrations) - May 2024 Texas Severe Storms, Straight-line Winds, Tornadoes, and Flooding (Derecho) - Aggregated Data

description: Aggregated data from the FEMA IHP dataset for the Derecho (May 2024). Aggregation is done at four geographic levels: overall, county, ZCTA, and City of Houston.
DOI: 10.15468/dl.jwnuww
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Noaea mucronata",
 "Country is Syrian Arab Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041126-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vw3573
title: Occurrence Download

description: A dataset containing 2402 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Betula cordifolia"
 ]
}

 The dataset includes 2402 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041127-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qtzgh2
title: Occurrence Download

description: A dataset containing 379416 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Chile",
 "DatasetKey is Base de datos biogeográfica del Fondo de Investigación Pesquera y de Acuicultura (1999-2019), Subsecretaría de Pesca y Acuicultura",
 "HasCoordinate is true",
 "License is CC-BY-NC 4.0",
 "OccurrenceStatus is Present",
 "PublishingOrg is e9f60bdb-217d-4b4e-a22a-2781321220a1"
 ]
}

 The dataset includes 379416 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041108-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12568694
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.fq5v9j
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Leporinus britskii)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 21 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041128-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.82ztbk
title: Occurrence Download

description: A dataset containing 334 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia humifusa",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 334 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041130-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nakb8f
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brassica nigra",
 "Country is Lithuania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041131-250717081556266/datasets/export for details.
DOI: 10.15468/dl.zutbs4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brassica nigra",
 "Country is Libya",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041129-250717081556266/datasets/export for details.
DOI: 10.6084/m9.figshare.12482345.v19
title: Arsenic, Bacteria, Copper, Lead, Nitrate, Sulfate, Chloride & Total Hardness Data by Section, Town-Range and/or County, Center for Watershed Science and Education, Univ of Wisconsin-Stevens Point/Univ of Wisconsin-Madison Division of Extension, Stevens Point, WI

description: Arsenic, Bacteria, Copper, Lead, Nitrate, Sulfate, Chloride and Total Hardness data for private wells collected in the Wisconsin area. The data provides the average of nitrate(mg/L), chloride (mg/L), total hardness (mg/L) per Section, Town-Range and/or County in the state of Wisconsin. Center for Watershed Science and Education, Univ of Wisconsin-Stevens Point/Univ of Wisconsin-Madison Division of Extension, Stevens Point, WI.
DOI: 10.15468/dl.kwrxq6
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia humifusa",
 "Country is Bosnia and Herzegovina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041132-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9g7dp2
title: Occurrence Download

description: A dataset containing 589 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Forsterygion varium",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 589 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041133-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jxpwg2
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Verbascum gaillardotii",
 "Country is Syrian Arab Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 26 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041134-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mnmeam
title: Occurrence Download

description: A dataset containing 375482 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Accipiter badius)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 375482 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041099-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id336098.1
title: StrainInfo SI-ID 336098.1

description: StrainInfo dataset 336098 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id336099.1
title: StrainInfo SI-ID 336099.1

description: StrainInfo dataset 336099 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id336100.1
title: StrainInfo SI-ID 336100.1

description: StrainInfo dataset 336100 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id336019.1
title: StrainInfo SI-ID 336019.1

description: StrainInfo dataset 336019 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id336020.1
title: StrainInfo SI-ID 336020.1

description: StrainInfo dataset 336020 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id336021.1
title: StrainInfo SI-ID 336021.1

description: StrainInfo dataset 336021 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id336101.1
title: StrainInfo SI-ID 336101.1

description: StrainInfo dataset 336101 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.6084/m9.figshare.25952791
title: <b>Enhancing Circularly Polarized Electroluminescence through Energy Transfer within a Chiral Polymer Host</b>

description: Blends of a CP-TADF small molecule ((R)-BN-MDPA) and a chiral polymer (cPF8PhO8) are presented. Energy transfer from cPF8PhO8 to (R)-BN-MDPA is observed. gPL observed for (R)-BN-MDPA is substantially enhanced when blended in the chiral polymer host and a state-of-the-art gEL of 0.091 is demonstrated.
DOI: 10.60712/si-id336102.1
title: StrainInfo SI-ID 336102.1

description: StrainInfo dataset 336102 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id336103.1
title: StrainInfo SI-ID 336103.1

description: StrainInfo dataset 336103 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id336146.1
title: StrainInfo SI-ID 336146.1

description: StrainInfo dataset 336146 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id336147.1
title: StrainInfo SI-ID 336147.1

description: StrainInfo dataset 336147 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id336022.1
title: StrainInfo SI-ID 336022.1

description: StrainInfo dataset 336022 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/rj6fzj
title: Atlas de la nature de Bordeaux Métropole "Espèces de Métropole" - Inventaire de la flore de Bordeaux Métropole 2013

description: Inventaires de la flore vasculaire de Bordeaux Métropole réalisés en 2013
DOI: 10.60712/si-id336023.1
title: StrainInfo SI-ID 336023.1

description: StrainInfo dataset 336023 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id336024.1
title: StrainInfo SI-ID 336024.1

description: StrainInfo dataset 336024 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id336025.1
title: StrainInfo SI-ID 336025.1

description: StrainInfo dataset 336025 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id336104.1
title: StrainInfo SI-ID 336104.1

description: StrainInfo dataset 336104 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id336105.1
title: StrainInfo SI-ID 336105.1

description: StrainInfo dataset 336105 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id336106.1
title: StrainInfo SI-ID 336106.1

description: StrainInfo dataset 336106 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id336107.1
title: StrainInfo SI-ID 336107.1

description: StrainInfo dataset 336107 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id336148.1
title: StrainInfo SI-ID 336148.1

description: StrainInfo dataset 336148 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id336149.1
title: StrainInfo SI-ID 336149.1

description: StrainInfo dataset 336149 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.wvi48d
title: Occurrence Download

description: A dataset containing 11281 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trogon citreolus Gould, 1835"
 ]
}

 The dataset includes 11281 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029393-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id336150.1
title: StrainInfo SI-ID 336150.1

description: StrainInfo dataset 336150 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id336151.1
title: StrainInfo SI-ID 336151.1

description: StrainInfo dataset 336151 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id336152.1
title: StrainInfo SI-ID 336152.1

description: StrainInfo dataset 336152 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id336026.1
title: StrainInfo SI-ID 336026.1

description: StrainInfo dataset 336026 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.