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

description: A dataset listing the 14463 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxon occurrence data for the FungalRoot database"
 ]
}

 The dataset's 14463 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0208504-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5cbag8
title: Occurrence Download

description: A dataset containing 16731 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Picea glauca (Moench) Voss"
 ]
}

 The dataset includes 16731 records from 231 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032022-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4bol33
title: Occurrence Download

description: A dataset containing 349 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pipreola formosa (Hartlaub, 1849)"
 ]
}

 The dataset includes 349 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016678-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ps8dc
title: Occurrence Download

description: A dataset containing 224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pseudocyphellaria intricata (Delise) Vain.",
 "Year 1979-2013"
 ]
}

 The dataset includes 224 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155228-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.33hv9n
title: Occurrence Download

description: A dataset containing 192 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Distichophyllum maibarae Besch."
 ]
}

 The dataset includes 192 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156172-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mbf6nu
title: Occurrence Download

description: A dataset containing 568636 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Ireland, United Kingdom of Great Britain and Northern Ireland, Svalbard and Jan Mayen, Norway, Sweden, Finland, Estonia, Latvia, Lithuania, Portugal, Spain, France, Germany, Belgium, Netherlands, Switzerland, Austria, Italy, Greece, Cyprus, Türkiye, Russian Federation, Belarus, Ukraine, Poland, Czechia, Hungary, Slovakia, Romania, North Macedonia, Albania, Montenegro, Serbia, Kosovo, Bosnia and Herzegovina, Slovenia, Croatia, Bulgaria)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lathyrus pratensis L."
 ]
}

 The dataset includes 568636 records from 2239 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049399-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/jxnioo
title: Pure_tri_0N_REDN4_20240422_153546.jpg

description: :unav
DOI: 10.57745/t2wo47
title: Pure_Faba_HUAP30_20240321_142948.jpg

description: :unav
DOI: 10.57745/belaez
title: Pure_tri_TS_A12_20240408_142910_mask.png

description: :unav
DOI: 10.57745/s8kqxa
title: Pure_tri_TS_HUAP30_20240321_152518.jpg

description: :unav
DOI: 10.57745/n3kyqa
title: Pure_tri_0N_A12_20240422_152431.jpg

description: :unav
DOI: 10.57745/bzncvk
title: Intercropping_In_row_REDN11_20240321_154824_mask.png

description: :unav
DOI: 10.57745/pj7syp
title: Intercropping_Mixed_REDN11_20240321_155632_mask.png

description: :unav
DOI: 10.57745/z4wnb9
title: Pure_Faba_A12_20240422_163503.jpg

description: :unav
DOI: 10.57745/zo3oaw
title: Pure_tri_0N_HUAP30_20240408_142337.jpg

description: :unav
DOI: 10.57745/8bdqfg
title: Intercropping_In_row_REDN11_20240321_154547.jpg

description: :unav
DOI: 10.57745/ns9wvp
title: Pure_tri_0N_REDN4_20240422_152540.jpg

description: :unav
DOI: 10.57745/20rfdv
title: Pure_Tri_TS_A12_20240321_153850_mask.png

description: :unav
DOI: 10.57745/fa4q9f
title: Intercropping_In_row_REDN11_20240422_160854_mask.png

description: :unav
DOI: 10.57745/yyhdoj
title: Intercropping_In_row_REDN4_20240408_144342_mask.png

description: :unav
DOI: 10.57745/wd0bez
title: Intercropping_In_row_A12_20240321_154229_mask.png

description: :unav
DOI: 10.5281/zenodo.17450294
title: Supplementary Data for "Decarbonizing desert greenhouse crop production with direct air capture–based CO₂ enrichment" — pre-publication version

description: This dataset accompanies a manuscript currently under review (Lopez-Reyes et al., 2025) and contains the following files:



Greenhouse CO2 balance.zip: this dataset contains the co2Balance.py script and the weather data to model the crop photosynthesis, greenhouse CO2 mass balance and break-even CO2 price, in a lettuce and cherry tomato high-tech greenhouse located in hot-desert climate (Jeddah, Saudi Arabia).

Master TEA.zip: this dataset contains the DAC_for_greenhouses_TEA.py script and input data (Master TEA.xlsx) used to size the DAC-E (TVSA and MSA) and conventional enrichment systems to meet greenhouse CO₂ demand, and to model their capital, operational, and levelized costs. The code also includes functionality to perform sensitivity analyses on selected input parameters.

Master LCIA.xlsx: This dataset contains the life cycle inventory and results for an ISO 14040/14044–compliant cradle-to-farm-gate LCA comparing on-site adsorption DAC-based CO₂ enrichment (TVSA and MSA) with trucked liquid-CO₂ (ConvE) in high-tech greenhouses located in hot-desert climate (Jeddah, Saudi Arabia). The model was developed in openLCA v2.5 using background data from ecoinvent v3.11 (cut-off) and covers the greenhouse structure, mechanical cooling system, growing system, and CO₂-enrichment subsystems over a 20-year lifetime, with 1 kg marketable tomato or lettuce as the primary functional unit. Scenarios vary DAC cyclic productivity, liquid-CO₂ transport distance, and electricity mix (grid, PV, and grid + PV), with impacts assessed by the IPCC 2021 GWP100 method and uncertainties evaluated through 1,000-run Monte Carlo simulation.


Disclaimers:



This dataset accompanies a manuscript currently under review (Lopez-Reyes et al., 2025). It represents the pre-publication version (v0.9).

Values, parameters, or file structures may be revised in response to reviewer and/or editorial feedback before final publication.

A new version will be released at acceptance with the finalized datasets and model scripts.
DOI: 10.5281/zenodo.17450295
title: Supplementary Data for "Decarbonizing desert greenhouse crop production with direct air capture–based CO₂ enrichment" — pre-publication version

description: This dataset accompanies a manuscript currently under review (Lopez-Reyes et al., 2025) and contains the following files:



Greenhouse CO2 balance.zip: this dataset contains the co2Balance.py script and the weather data to model the crop photosynthesis, greenhouse CO2 mass balance and break-even CO2 price, in a lettuce and cherry tomato high-tech greenhouse located in hot-desert climate (Jeddah, Saudi Arabia).

Master TEA.zip: this dataset contains the DAC_for_greenhouses_TEA.py script and input data (Master TEA.xlsx) used to size the DAC-E (TVSA and MSA) and conventional enrichment systems to meet greenhouse CO₂ demand, and to model their capital, operational, and levelized costs. The code also includes functionality to perform sensitivity analyses on selected input parameters.

Master LCIA.xlsx: This dataset contains the life cycle inventory and results for an ISO 14040/14044–compliant cradle-to-farm-gate LCA comparing on-site adsorption DAC-based CO₂ enrichment (TVSA and MSA) with trucked liquid-CO₂ (ConvE) in high-tech greenhouses located in hot-desert climate (Jeddah, Saudi Arabia). The model was developed in openLCA v2.5 using background data from ecoinvent v3.11 (cut-off) and covers the greenhouse structure, mechanical cooling system, growing system, and CO₂-enrichment subsystems over a 20-year lifetime, with 1 kg marketable tomato or lettuce as the primary functional unit. Scenarios vary DAC cyclic productivity, liquid-CO₂ transport distance, and electricity mix (grid, PV, and grid + PV), with impacts assessed by the IPCC 2021 GWP100 method and uncertainties evaluated through 1,000-run Monte Carlo simulation.


Disclaimers:



This dataset accompanies a manuscript currently under review (Lopez-Reyes et al., 2025). It represents the pre-publication version (v0.9).

Values, parameters, or file structures may be revised in response to reviewer and/or editorial feedback before final publication.

A new version will be released at acceptance with the finalized datasets and model scripts.
DOI: 10.57745/dxjw9q
title: Pure_Faba_REDN4_20240408_152122.jpg

description: :unav
DOI: 10.57745/48kbsu
title: Intercropping_In_row_HUAP30_20240408_145749.jpg

description: :unav
DOI: 10.57745/nzddao
title: Intercropping_Mixed_A12_20240408_150909.jpg

description: :unav
DOI: 10.15468/dl.vs4tg4
title: Occurrence Download

description: A dataset containing 108789 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Lagopus muta (Montin, 1781)"
 ]
}

 The dataset includes 108789 records from 388 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024860-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15076774
title: Supplemental Data

description: Supplemental Data and Abbreviations for Figure
DOI: 10.5281/zenodo.15076775
title: Supplemental Data

description: Supplemental Data and Abbreviations for Figure
DOI: 10.15468/dl.2wbkyb
title: Occurrence Download

description: A dataset containing 288 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Crotalus molossus Baird & Girard, 1853",
 "Year 1970-2000"
 ]
}

 The dataset includes 288 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024884-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fyrkza
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kyrgyzstan",
 "TaxonKey is Tulipa dasystemon (Regel) Regel"
 ]
}

 The dataset includes 84 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024885-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3hykic
title: Occurrence Download

description: A dataset containing 10508 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vulpes lagopus (Linnaeus, 1758)"
 ]
}

 The dataset includes 10508 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026685-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5xnmb5
title: Occurrence Download

description: A dataset containing 21571 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ninox boobook (Latham, 1801)",
 "HasCoordinate is True",
 "Year is greater than or equal to 1900",
 "Year is less than or equal to 2021",
 "Month is greater than or equal to January",
 "Month is less than or equal to December",
 "HasGeospatialIssue is False"
 ]
}

 The dataset includes 21571 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005064-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jwya6q
title: Occurrence Download

description: A dataset containing 2804 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2024",
 "Geometry POLYGON ((-130.7383528944533 -59.46314024951374, -130.7383528944533 32.71876227804215, -26.26729810228821 32.71876227804215, -26.26729810228821 -59.46314024951374, -130.7383528944533 -59.46314024951374))",
 "OccurrenceStatus is Present",
 "TaxonKey is Acanthidops bairdi Ridgway, 1882"
 ]
}

 The dataset includes 2804 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047545-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.deju3j
title: Occurrence Download

description: A dataset containing 16538 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "Geometry POLYGON((-8.35906 41.68206,-7.86048 41.68206,-7.86048 42.16108,-8.35906 42.16108,-8.35906 41.68206))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 2011-2024"
 ]
}

 The dataset includes 16538 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047542-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hnyrut
title: Occurrence Download

description: A dataset containing 591 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erodium cheilanthifolium Boiss."
 ]
}

 The dataset includes 591 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026686-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u4jd8z
title: Occurrence Download

description: A dataset containing 360 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2024",
 "Geometry POLYGON ((-130.7383528944533 -59.46314024951374, -130.7383528944533 32.71876227804215, -26.26729810228821 32.71876227804215, -26.26729810228821 -59.46314024951374, -130.7383528944533 -59.46314024951374))",
 "OccurrenceStatus is Present",
 "TaxonKey is Acrobatornis fonsecai Pacheco, B.M.Whitney & Gonzaga, 1996"
 ]
}

 The dataset includes 360 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047543-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0tntpm
title: Occurrence Download

description: A dataset containing 958 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dioscorea praehensilis Benth."
 ]
}

 The dataset includes 958 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001085-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5upuuz
title: Occurrence Download

description: A dataset containing 510 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium bourgaei Boiss."
 ]
}

 The dataset includes 510 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026687-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x5ufpk
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aeonium undulatum Webb & Berthel.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 95 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047544-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6z6m58
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Coreopsis tinctoria var. similis (F.E.Boynton) H.M.Parker ex E.B.Sm.",
 "Year 1970-2021"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0207349-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mgmc2g
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is CSIC-Real Jardín Botánico-Anthos. Sistema de Información de las Plantas de España",
 "TaxonKey is Romulea columnae subsp. assumptionis (Font Quer) O.Bolòs, Vigo, Masalles & Ninot"
 ]
}

 The dataset includes 25 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026687-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t3827c
title: Occurrence Download

description: A dataset containing 3916 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "Geometry POLYGON((-5.7486 50.08392,-5.7074 49.93835,-5.25146 49.85596,-5.07843 49.85596,-1.42273 50.49316,-0.06592 50.64423,0.2829 50.6662,0.99976 50.87082,1.47766 51.13861,1.53809 51.45996,1.2442 51.21826,1.07117 51.16058,0.81299 51.07544,0.21973 50.87219,-0.18265 50.89966,-0.59875 50.88867,-1.07666 50.91064,-1.53397 50.97519,-1.71661 50.79597,-2.09564 50.76233,-2.48566 50.78156,-2.89215 50.85297,-3.52112 50.74036,-3.76968 50.4245,-4.02649 50.56183,-4.67468 50.46295,-5.7486 50.08392))",
 "OccurrenceStatus is Present",
 "TaxonKey is Elasmobranchii"
 ]
}

 The dataset includes 3916 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202218-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fubrs0
title: Occurrence Download

description: A dataset containing 486 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "TaxonKey is Balaenoptera musculus (Linnaeus, 1758)"
 ]
}

 The dataset includes 486 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026687-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ifyeij
title: Occurrence Download

description: A dataset containing 2155 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bassariscus astutus (Lichtenstein, 1830)"
 ]
}

 The dataset includes 2155 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026687-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.onf05t
title: Occurrence Download

description: A dataset containing 263 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cheirolophus uliginosus (Brot.) Dostál"
 ]
}

 The dataset includes 263 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026689-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pz4m44
title: Occurrence Download

description: A dataset containing 36829 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Freshwater benthic invertebrates ecological collection NTNU University Museum",
 {
 "or" : [
 "GadmGid is NOR.9_1",
 "GadmGid is NOR.15_1"
 ]
 },
 "TaxonKey is Ephemeroptera"
 ]
}

 The dataset includes 36829 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0150770-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jccrev
title: Occurrence Download

description: A dataset containing 28018 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Year 2000-2019",
 "TaxonKey is Toxostoma curvirostre (Swainson, 1827)"
 ]
}

 The dataset includes 28018 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026689-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.abvtn2
title: Occurrence Download

description: A dataset containing 2227 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lygodium microphyllum (Cav.) R.Br.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2227 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0207351-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.csafod
title: Occurrence Download

description: A dataset containing 24031 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Year 2000-2019",
 "TaxonKey is Corvus corax Linnaeus, 1758"
 ]
}

 The dataset includes 24031 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026692-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8mrz9p
title: Occurrence Download

description: A dataset containing 1193488 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is USGS GAP - Alaska - Vertebrates - 1867-2009"
 ]
}

 The dataset includes 1193488 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0210705-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uaju7v
title: Occurrence Download

description: A dataset containing 6688 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Bombina bombina (Linnaeus, 1761)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6688 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026693-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.