cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.n5d53a
title: Occurrence Download

description: A dataset listing the 22 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Chondrus crispus f. polychotomus Kjellman, 1907, Chondrus crispus Stackhouse, Chondrus crispus f. abbreviatus Kjellman, Chondrus crispus var. sarniensis (Turner) Duby, 1830, Chondrus crispus var. incurvatus Lyngb., 1819, Chondrus crispus f. incurvatus (Lyngb.) Rosenv., 1931, Chondrus crispus f. abbreviatus Kjellman ex Kylin, 1907, Chondrus crispus var. stellatus (Stackh.) Lyngb., 1819, Chondrus crispus var. aequalis (Goodenough & Woodward) Lyngb., 1819, Chondrus crispus f. aequalis (Turner) Rosenv., 1931)"
 ]
}

 The dataset's 22 records were derived from 263 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023666-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hcr6ed
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thyridachne tisserantii C.E.Hubb."
 ]
}

 The dataset includes 23 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023687-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zudmw2
title: Occurrence Download

description: A dataset containing 1884 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chrysopogon nigritanus (Benth.) Veldkamp"
 ]
}

 The dataset includes 1884 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023691-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tg9vdp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is one of (Aspidistra lobata Tillich)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023692-241107131044228/datasets/export for details.
DOI: 10.15468/dl.kvg85p
title: Occurrence Download

description: A dataset containing 315 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brachiaria arrecta (Hack.) Stent"
 ]
}

 The dataset includes 315 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023693-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c62hkz
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is one of (Aspidistra locii Arnautov & Bogner)"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023694-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n9hymk
title: Occurrence Download

description: A dataset containing 24211 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Amaranthus blitum L.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 24211 records from 498 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023695-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yg2tzh
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aedes albopictus (Skuse, 1894)",
 "Country is Sri Lanka",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 67 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023696-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14192027
title: Dataset for Careers and Related Aptitudes

description: This dataset was developed as part of a project to create a career recommendation system. It includes information on 612 real-world careers, detailing the required differential aptitude values for each. The attributes covered are Numerical Ability, Abstract Reasoning, Verbal Reasoning, Mechanical Reasoning, Spatial Ability, and Verbal Ability.
DOI: 10.5281/zenodo.14192028
title: Dataset for Careers and Related Aptitudes

description: This dataset was developed as part of a project to create a career recommendation system. It includes information on 612 real-world careers, detailing the required differential aptitude values for each. The attributes covered are Numerical Ability, Abstract Reasoning, Verbal Reasoning, Mechanical Reasoning, Spatial Ability, and Verbal Ability.
DOI: 10.15468/dl.cty9yc
title: Occurrence Download

description: A dataset containing 288 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Echinochloa jubata Stapf"
 ]
}

 The dataset includes 288 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023697-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14175502
title: Code and data to "The shifting of buffer crop repertoires in pre-industrial north-eastern Europe "

description: This code and data can be used to replicate the plots and figures of the paper and to trace the correlation and tests of climate variability and crop development in the study area.
DOI: 10.5281/zenodo.14175503
title: Code and data to "The shifting of buffer crop repertoires in pre-industrial north-eastern Europe "

description: This code and data can be used to replicate the plots and figures of the paper and to trace the correlation and tests of climate variability and crop development in the study area.
DOI: 10.5281/zenodo.13624636
title: DeDuCE: Deforestation and carbon emissions due to agriculture and forestry activities from 2001-2022

description: Overview

This dataset provides country-level estimates of agriculture and forestry-driven deforestation and associated carbon emissions for the period 2001-2022. A sub-national level attribution dataset is available for Brazil. Generated by the Deforestation Driver and Carbon Emission (DeDuCE) model, it amalgamates remotely sensed datasets with extensive agricultural statistics to estimate deforestation attributable to agricultural and forestry activities globally. Developed utilizing Google Earth Engine and Python, DeDuCE comprehensively covers over 9300 unique country-commodity footprints across 179 countries and 184 commodities within the specified period, presenting an unmatched scope and granularity of data.

Documentation

The manuscript detailing the dataset is currently archived at EarthArXiV: Singh, C., & Persson, U. M. (2024). Global patterns of commodity-driven deforestation and associated carbon emissions. https://doi.org/10.31223/X5T69B

The insights from this dataset can also be viewed at: https://www.deforestationfootprint.earth

Repository contents

The input and output/data generated by the model are archived here at Zenodo, and their description is available in 'README (files in the directory).txt'.

The columns of the (final) dataset 'DeDuCE_Deforestation_attribution_v1.0.1 (2001-2022).xlsx' in the folder 'Final Attribution Results' represent the following:



Continent/Country group: All countries are divided into 8 geographical regions

ISO: Three-letter country codes defined by ISO

Producer country: Country of deforestation

Year: Year of deforestation, ranges from 2001-2022 

Commodity group: All commodities are divided into 11 commodity groups

Commodity: Name of commodity aligning with FAOSTAT

Deforestation attribution, unamortized (ha): Annual deforestation estimates

Deforestation risk, amortized (ha): 5-year amortised deforestation estimates

Deforestation emissions excl. peat drainage, unamortized (MtCO2): Annual estimates of carbon emissions (based on AGB, BGB, deadwood, litter, soil organic carbon and carbon stock of replacing commodity)

Deforestation emissions excl. peat drainage, amortized (MtCO2): 5-year amortised carbon emission estimates, excluding carbon emissions from peatland drainage 

Peatland drainage emissions (MtCO2): Annual estimates of carbon emissions from peatland drainage 

Deforestation emissions incl. peat drainage, amortized (MtCO2): 5-year amortised carbon emission estimates, including emissions from peatland drainage

Quality Index: Flagging deforestation estimates 


Contact

If you have any questions, you can contact us at:        

      Chandrakant Singh and U. Martin Persson         Email: chandrakant.singh@chalmers.se and martin.persson@chalmers.se         Physical Resource Theory, Department of Space, Earth & Environment,         Chalmers University of Technology, Gothenburg, Sweden
DOI: 10.15468/dl.cd75yw
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is one of (Aspidistra longanensis Y.Wan)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023698-241107131044228/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.27865578
title: Quarterly GDP

description: Quarterly Romanian GDP data spanning from Q1 1995 to Q4 2023, CAEN Rev.2 gross series, average prices of 2020, values given in national currency
DOI: 10.5281/zenodo.10674961
title: DeDuCE: Deforestation and carbon emissions due to agriculture and forestry activities from 2001-2022

description: Overview

This dataset provides country-level estimates of agriculture and forestry-driven deforestation and associated carbon emissions for the period 2001-2022. A sub-national level attribution dataset is available for Brazil. Generated by the Deforestation Driver and Carbon Emission (DeDuCE) model, it amalgamates remotely sensed datasets with extensive agricultural statistics to estimate deforestation attributable to agricultural and forestry activities globally. Developed utilizing Google Earth Engine and Python, DeDuCE comprehensively covers over 9300 unique country-commodity footprints across 179 countries and 184 commodities within the specified period, presenting an unmatched scope and granularity of data.

Documentation

The manuscript detailing the dataset is currently archived at EarthArXiV: Singh, C., & Persson, U. M. (2024). Global patterns of commodity-driven deforestation and associated carbon emissions. https://doi.org/10.31223/X5T69B

The insights from this dataset can also be viewed at: https://www.deforestationfootprint.earth

Repository contents

The input and output/data generated by the model are archived here at Zenodo, and their description is available in 'README (files in the directory).txt'.

The columns of the (final) dataset 'DeDuCE_Deforestation_attribution_v1.0.1 (2001-2022).xlsx' in the folder 'Final Attribution Results' represent the following:



Continent/Country group: All countries are divided into 8 geographical regions

ISO: Three-letter country codes defined by ISO

Producer country: Country of deforestation

Year: Year of deforestation, ranges from 2001-2022 

Commodity group: All commodities are divided into 11 commodity groups

Commodity: Name of commodity aligning with FAOSTAT

Deforestation attribution, unamortized (ha): Annual deforestation estimates

Deforestation risk, amortized (ha): 5-year amortised deforestation estimates

Deforestation emissions excl. peat drainage, unamortized (MtCO2): Annual estimates of carbon emissions (based on AGB, BGB, deadwood, litter, soil organic carbon and carbon stock of replacing commodity)

Deforestation emissions excl. peat drainage, amortized (MtCO2): 5-year amortised carbon emission estimates, excluding carbon emissions from peatland drainage 

Peatland drainage emissions (MtCO2): Annual estimates of carbon emissions from peatland drainage 

Deforestation emissions incl. peat drainage, amortized (MtCO2): 5-year amortised carbon emission estimates, including emissions from peatland drainage

Quality Index: Flagging deforestation estimates 


Contact

If you have any questions, you can contact us at:        

      Chandrakant Singh and U. Martin Persson         Email: chandrakant.singh@chalmers.se and martin.persson@chalmers.se         Physical Resource Theory, Department of Space, Earth & Environment,         Chalmers University of Technology, Gothenburg, Sweden
DOI: 10.5281/zenodo.10674962
title: DeDuCE: Agriculture and forestry-driven deforestation and associated carbon emissions from 2001-2022

description: Overview

This dataset provides country-level estimates of agriculture and forestry-driven deforestation and associated carbon emissions for the period 2001-2022. A sub-national level attribution dataset is available for Brazil. Generated by the Deforestation Driver and Carbon Emission (DeDuCE) model, it amalgamates remotely sensed datasets with extensive agricultural statistics to estimate deforestation attributable to agricultural and forestry activities globally. Developed utilizing Google Earth Engine and Python, DeDuCE comprehensively covers over 9100 unique country-commodity combinations across 176 countries and 184 commodities within the specified period, presenting an unmatched scope and granularity of data.

Documentation

The manuscript detailing the dataset is currently archived at EarthArXiV: Singh, C., & Persson, U. M. (2024). Global patterns of commodity-driven deforestation and associated carbon emissions. https://doi.org/10.31223/X5T69B

The insights from this dataset can also be viewed at: https://www.deforestationfootprint.earth

Repository contents

The input and output/data generated by the model are archived here at Zenodo, and their description is available in 'README (files in the directory).txt'.

The columns of the (final) dataset 'DeDuCE_Deforestation_attribution_v1.0.0 (2001-2022).xlsx' in the folder 'Final Attribution Results' represent the following:



Continent/Country group: All countries are divided into 8 geographical regions

ISO: Three-letter country codes defined by ISO

Producer country: Country of deforestation

Year: Year of deforestation, ranges from 2001-2022 

Commodity group: All commodities are divided into 11 commodity groups

Commodity: Name of commodity aligning with FAOSTAT

Deforestation attribution, unamortized (ha): Annual deforestation estimates

Deforestation risk, amortized (ha): 5-year amortised deforestation estimates

Deforestation emissions excl. peat drainage, unamortized (MtCO2): Annual estimates of carbon emissions (based on AGB, BGB, deadwood, litter, soil organic carbon and carbon stock of replacing commodity)

Deforestation emissions excl. peat drainage, amortized (MtCO2): 5-year amortised carbon emission estimates, excluding carbon emissions from peatland drainage 

Peatland drainage emissions (MtCO2): Annual estimates of carbon emissions from peatland drainage 

Deforestation emissions incl. peat drainage, amortized (MtCO2): 5-year amortised carbon emission estimates, including emissions from peatland drainage

Quality Index: Flagging deforestation estimates 


Contact

If you have any questions, you can contact us at:        

      Chandrakant Singh and U. Martin Persson         Email: chandrakant.singh@chalmers.se and martin.persson@chalmers.se         Physical Resource Theory, Department of Space, Earth & Environment,         Chalmers University of Technology, Gothenburg, Sweden
DOI: 10.15468/dl.ygkrvv
title: Occurrence Download

description: A dataset containing 143 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Ambrosia artemisiifolia L."
 ]
}

 The dataset includes 143 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023699-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f5wxp2
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Echinochloa ugandensis Snowden & C.E.Hubb."
 ]
}

 The dataset includes 106 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023700-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9dndwr
title: Occurrence Download

description: A dataset containing 614 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kyrgyzstan",
 "OccurrenceStatus is Present",
 "TaxonKey is Aquila Brisson, 1760"
 ]
}

 The dataset includes 614 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023701-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fxh7nv
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is one of (Aspidistra longgangensis C.R.Lin, Y.S.Huang & Yan Liu)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023702-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ctz73y
title: Occurrence Download

description: A dataset containing 2225 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gynerium sagittatum (Aubl.) P.Beauv."
 ]
}

 The dataset includes 2225 records from 207 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023703-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7trfwc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is one of (Aspidistra longhuiensis G.W.Hu, Zhi Wang & Q.F.Wang)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023705-241107131044228/datasets/export for details.
DOI: 10.15468/dl.zx849e
title: Occurrence Download

description: A dataset listing the 1808 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is FBIP: Basic data capture of botanical species collected in the Fernkloof Nature Reserve housed in the Hermanus Botanical Society Herbarium (HER)"
 ]
}

 The dataset's 1808 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023688-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.72ctf7
title: Occurrence Download

description: A dataset containing 1485 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Artemisia annua L."
 ]
}

 The dataset includes 1485 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023706-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nyv7vr
title: Occurrence Download

description: A dataset listing the 22928 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Kazakhstan",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 22928 records were derived from 791 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023689-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ttsae
title: Occurrence Download

description: A dataset containing 497 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 Oriolus phaeochromus G.R.Gray, 1861"
 ]
}

 The dataset includes 497 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051181-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j1eog0
title: Occurrence Download

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Notospermus geniculatus (Delle Chiaje, 1822)"
 ]
}

 The dataset's 3 records were derived from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000676-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mkrnss
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eremogone multiflora (Gilli) Ikonn."
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047507-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hawctw
title: Occurrence Download

description: A dataset containing 1265 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 Lonchura spectabilis (P.L.Sclater, 1879)"
 ]
}

 The dataset includes 1265 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051089-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.