cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.7pktzw
title: Occurrence Download

description: A dataset containing 749 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Occurrence evidence"
 ]
 },
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lioparus chrysotis (Blyth, 1845)",
 "Year 1972-2022"
 ]
}

 The dataset includes 749 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0291908-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7zssfs
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Werauhia bicolor (L.B.Sm.) J.R.Grant"
 ]
}

 The dataset includes 32 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032874-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mbd48j
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Werauhia balanophora (Mez) J.R.Grant"
 ]
}

 The dataset includes 49 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032867-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r95swx
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anolis neblininus (Myers, Williams & Mcdiarmid, 1993)"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0291923-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6vh882
title: Occurrence Download

description: A dataset containing 720 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Woodsiaceae"
 ]
}

 The dataset includes 720 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103404-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/zdunr8
title: A New Species of Apple Snail in the Genus Pomacea (Gastropoda: Caenogastropoda: Ampullariidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Yang, Qian-Qian, Yu, Xiao-Ping (2019): A New Species of Apple Snail in the Genus Pomacea (Gastropoda: Caenogastropoda: Ampullariidae). Zoological Studies 58 (13): 1-12, DOI: 10.6620/ZS.2019.58-13, URL: http://dx.doi.org/10.5281/zenodo.17875282
DOI: 10.15468/dl.g5986w
title: Occurrence Download

description: A dataset containing 3551 species occurrences available in GBIF matching the query:
{
 "and" : [
 "InstitutionKey is 92776310-2d42-4195-911e-2db1087d93c4",
 "RecordedBy is one of (Cuming, Hugh)"
 ]
}

 The dataset includes 3551 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046510-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/7gbjcq
title: Establishment of A New Bornean Genus of Gecarcinucidae (Crustacea: Brachyura), with Descriptions of Five New Species

description: This dataset contains the digitized treatments in Plazi based on the original journal article Ng, Peter K L, Grinang, Jongkar (2022): Establishment of A New Bornean Genus of Gecarcinucidae (Crustacea: Brachyura), with Descriptions of Five New Species. Zoological Studies 61 (13): 1-35, DOI: 10.6620/ZS.2022.61-13, URL: http://dx.doi.org/10.5281/zenodo.14293213The freshwater gecarcinucid species from Borneo previously referred to Sundathelphusa Bott, 1969, are transferred to a new genus. Borneosa gen. nov. can be diagnosed by the presence of a distinct frontal median triangle that is shorter than the frontal margin, a relatively longer male thoracic sternum in which the sternopleonal cavity reaches more anteriorly, and a male first gonopod that has the terminal segment prominently covered with long setae. The eight species recognised— B. tenebrosa (Holthuis, 1979), B. aspera (Ng & Stuebing, 1989), B. brachyphallus (Ng, 2015), and five new species, B. niah, B. bario, B. kapit, B. sarawakensis and B. serrata —can be distinguished by characters of the frontal median triangle, epibranchial tooth, anterolateral margin, third maxillipeds, ambulatory legs, male sternum, male pleon and male first gonopod.
DOI: 10.15468/dl.chg3ab
title: Occurrence Download

description: A dataset containing 13902 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Burmannia"
 ]
}

 The dataset includes 13902 records from 420 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046512-251120083545085/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/14089103
title: Transportation Networks ProbabilisticRouting
DOI: 10.6084/m9.figshare.30857501
title: Spatial variability and drivers of soil organic carbon burial in the tidal flats of the Yellow River Delta

description: We collected and analyzed soil cores from low, middle, and high tidal flats within a representative tidal-creek system of the Yellow River Delta (YRD). A suite of biogeochemical indicators–including δ<sup>13</sup>C of organic matter, lignin phenols, and amino sugars–was employed to assess SOC burial processes and source contributions.
DOI: 10.6084/m9.figshare.30857501.v1
title: Spatial variability and drivers of soil organic carbon burial in the tidal flats of the Yellow River Delta

description: We collected and analyzed soil cores from low, middle, and high tidal flats within a representative tidal-creek system of the Yellow River Delta (YRD). A suite of biogeochemical indicators–including δ<sup>13</sup>C of organic matter, lignin phenols, and amino sugars–was employed to assess SOC burial processes and source contributions.
DOI: 10.15468/pd8c2j
title: A Taxonomic Review of the Gall Wasp Genus Saphonecrus Dalla-Torre and Kieffer and other Oak Cynipid Inquilines (Hymenoptera: Cynipidae) from Mainland China, with Updated Keys to Eastern Palaearctic and Oriental Species

description: This dataset contains the digitized treatments in Plazi based on the original journal article Lobato-Vila, Irene, Wang, Yiping, Melika, George, Guo, Rui, Ju, Xiaoxue, Pujade-Villar, Juli (2021): A Taxonomic Review of the Gall Wasp Genus Saphonecrus Dalla-Torre and Kieffer and other Oak Cynipid Inquilines (Hymenoptera: Cynipidae) from Mainland China, with Updated Keys to Eastern Palaearctic and Oriental Species. Zoological Studies (Zool. Stud.) 60 (10): 1-25, DOI: 10.6620/ZS.2021.60-10, URL: http://dx.doi.org/10.5281/zenodo.8055923
DOI: 10.6084/m9.figshare.29815979
title: MatMech: A Multimodal Dataset for Exploring Causal Mechanisms in Materials Science Literature

description: OverviewThe <b>MatMech Dataset</b> is a large-scale collection of <i>61,200+</i> materials science papers, each represented by a structured JSON file and associated figure images.Each paper is represented not just by its text, but by a detailed JSON structure that maps the scientific findings to the <b>Materials Science Tetrahedron</b> (Processing --&gt; Structure --&gt; Properties --&gt; Performance).This dataset provides both the <b>full raw collection (compressed)</b> and <b>sample cases </b>for quick exploration.Data CompositionThe dataset contains:matmech.zip: Full dataset (\~19 GB) containing all papers, organized by DOI folders. Each folder includes:<br>• <i>paper.json</i>: parsed paper metadata and text content<br>• <i>images/</i>: figures extracted from the PDFcase/: A curated set of small example cases for quick testing and inspectiondataset_summary.json: Machine-readable dataset metadataREADME.md: Human-readable dataset description and usage instructionsThe directory structure is shown as follow:matshare_dataset/<br>│<br>├── README.md<br>├── matshare_full.zip<br>├── case/<br>│ ├── doi_001/<br>│ ├── doi_002/<br>│ └── ...<br>└── data_summary.json<br><br><b>Intended Use Cases</b><br>This dataset supports a wide range of materials informatics and scientific text mining tasks, including:<b>Materials mechanism extraction</b><b>Structure–property reasoning and knowledge graph construction</b><b>Multimodal learning from scientific images</b><b>LLM evaluation on scientific domain understanding</b><b>Automatic captioning and figure–text alignment</b><b>Causal chain prediction and reasoning</b><b>Research trend analysis based on materials categories</b><br><br><b><i>For more information, please refer to the </i></b><i>README.md</i>
DOI: 10.6084/m9.figshare.29815979.v5
title: MatMech: A Multimodal Dataset for Exploring Causal Mechanisms in Materials Science Literature

description: OverviewThe <b>MatMech Dataset</b> is a large-scale collection of <i>61,200+</i> materials science papers, each represented by a structured JSON file and associated figure images.Each paper is represented not just by its text, but by a detailed JSON structure that maps the scientific findings to the <b>Materials Science Tetrahedron</b> (Processing --&gt; Structure --&gt; Properties --&gt; Performance).This dataset provides both the <b>full raw collection (compressed)</b> and <b>sample cases </b>for quick exploration.Data CompositionThe dataset contains:matmech.zip: Full dataset (\~19 GB) containing all papers, organized by DOI folders. Each folder includes:<br>• <i>paper.json</i>: parsed paper metadata and text content<br>• <i>images/</i>: figures extracted from the PDFcase/: A curated set of small example cases for quick testing and inspectiondataset_summary.json: Machine-readable dataset metadataREADME.md: Human-readable dataset description and usage instructionsThe directory structure is shown as follow:matshare_dataset/<br>│<br>├── README.md<br>├── matshare_full.zip<br>├── case/<br>│ ├── doi_001/<br>│ ├── doi_002/<br>│ └── ...<br>└── data_summary.json<br><br><b>Intended Use Cases</b><br>This dataset supports a wide range of materials informatics and scientific text mining tasks, including:<b>Materials mechanism extraction</b><b>Structure–property reasoning and knowledge graph construction</b><b>Multimodal learning from scientific images</b><b>LLM evaluation on scientific domain understanding</b><b>Automatic captioning and figure–text alignment</b><b>Causal chain prediction and reasoning</b><b>Research trend analysis based on materials categories</b><br><br><b><i>For more information, please refer to the </i></b><i>README.md</i>
DOI: 10.6084/m9.figshare.29815979.v4
title: MatMech: A Multimodal Dataset for Exploring Casual Mechanisms in Materials Science Literature

description: OverviewThe <b>MatMech Dataset</b> is a large-scale collection of <i>59,200+</i> materials science papers, each represented by a structured JSON file and associated figure images.This dataset provides both the <b>full raw collection (compressed)</b> and <b>sample cases </b>for quick exploration.Data CompositionThe dataset contains:matmech.zip: Full dataset (\~19 GB) containing all papers, organized by DOI folders. Each folder includes:<br>• <i>paper.json</i>: parsed paper metadata and text content<br>• <i>images/</i>: figures extracted from the PDFcase/: A curated set of small example cases for quick testing and inspection dataset_summary.json: Machine-readable dataset metadataREADME.md: Human-readable dataset description and usage instructionsThe directory structure is shown as follow: matshare_dataset/<br>│<br>├── README.md<br>├── matshare_full.zip<br>├── case/<br>│ ├── doi_001/<br>│ ├── doi_002/<br>│ └── ...<br>└── data_summary.json<br><br><b><i>For more information, please refer to the </i></b><i>README.md</i>
DOI: 10.14272/wlfnpoumovggge-uhfffaoysa-n.1
title: C28H26BCl2F4N
title: InChI=1S/C24H14BCl2F4.C4H12N/c26-23-7-3-1-5-21(23)25(22-6-2-4-8-24(22)27,15-9-17(28)13-18(29)10-15)16-11-19(30)14-20(31)12-16;1-5(2,3)4/h1-14H;1-4H3/q-1;+1

description: This is a physical chemical entity[CHEBI_24431] associated with a molecule[CHEBI_25367].
 The molecule[CHEBI_25367] can be described by the following structural desciptors[cheminf_000085]:
 InChI descriptor[cheminf_000113]: InChI=1S/C24H14BCl2F4.C4H12N/c26-23-7-3-1-5-21(23)25(22-6-2-4-8-24(22)27,15-9-17(28)13-18(29)10-15)16-11-19(30)14-20(31)12-16;1-5(2,3)4/h1-14H;1-4H3/q-1;+1, and canonical SMILES descriptor[cheminf_000007]: C[N+](C)(C)C.Fc1cc(cc(c1)F)[B-](c1ccccc1Cl)(c1ccccc1Cl)c1cc(F)cc(c1)F, and by the IUPAC name[cheminf_000107]: .
 
 The physical chemical entity[CHEBI_24431] has a component solvent[CHEBI_46787] which is described by the canonical SMILES descriptor[cheminf_000007]:
 
 The physical chemical entity[CHEBI_24431] has the following Sample ID as registered in the research data repository chemotion (www.chemotion-repository.net, https://doi.org/10.25504/FAIRsharing.iagXcR): CRS-50898

 The physical chemical entity[CHEBI_24431] can be described by the physical descriptors [CHEMINF_000025]:
 Melting point descriptor[CHEMINF_000256]: 
 Boiling point descriptor[CHEMINF_000257]: 
 Refractive index descriptor[CHEMINF_000253]:

 The physical chemical entity[CHEBI_24431] can be further described by the following assays[OBI:0000070][CHMO:0001133]:
 
 CHMO:0000593 | 1H nuclear magnetic resonance spectroscopy (1H NMR)
 
 CHMO:0000596 | distortionless enhancement with polarization transfer (DEPT)
 
 CHMO:0000596 | distortionless enhancement with polarization transfer (DEPT)
 
 CHMO:0001146 | 1H--13C heteronuclear single quantum coherence (1H-13C HSQC)
 
 CHMO:0001150 | 1H--1H correlation spectroscopy (1H-1H COSY)
 
 CHMO:0001148 | 1H--13C heteronuclear multiple bond coherence (13C-1H HMBC)
 
 CHMO:0000595 | 13C nuclear magnetic resonance spectroscopy (13C NMR)
 
 CHMO:0000597 | 19F nuclear magnetic resonance spectroscopy (19F NMR)
 
 The physical chemical entity[CHEBI_24431] was deposited to the Molecule Archive of the Karlsruhe Insitute of Technology (KIT) with the following Sample ID: 

 Used ontologies:
 CHEBI - Chemical Entities of Biological Interest
 CHEMINF - chemical information ontology (information entities about chemical entities)
 CHMO - Chemical Methods Ontology
 OBI - Ontology for Biomedical Investigations
DOI: 10.14272/wlfnpoumovggge-uhfffaoysa-n/chmo0001148
title: 1H--13C heteronuclear multiple bond coherence (13C-1H HMBC) ()
title: InChI=1S/C24H14BCl2F4.C4H12N/c26-23-7-3-1-5-21(23)25(22-6-2-4-8-24(22)27,15-9-17(28)13-18(29)10-15)16-11-19(30)14-20(31)12-16;1-5(2,3)4/h1-14H;1-4H3/q-1;+1

description: dataset for 1H--13C heteronuclear multiple bond coherence (13C-1H HMBC)
DOI: 10.14272/wlfnpoumovggge-uhfffaoysa-n/chmo0000593
title: 1H nuclear magnetic resonance spectroscopy (1H NMR) ()
title: InChI=1S/C24H14BCl2F4.C4H12N/c26-23-7-3-1-5-21(23)25(22-6-2-4-8-24(22)27,15-9-17(28)13-18(29)10-15)16-11-19(30)14-20(31)12-16;1-5(2,3)4/h1-14H;1-4H3/q-1;+1

description: dataset for 1H nuclear magnetic resonance spectroscopy (1H NMR)
DOI: 10.14272/wlfnpoumovggge-uhfffaoysa-n/chmo0000595
title: 13C nuclear magnetic resonance spectroscopy (13C NMR) ()
title: InChI=1S/C24H14BCl2F4.C4H12N/c26-23-7-3-1-5-21(23)25(22-6-2-4-8-24(22)27,15-9-17(28)13-18(29)10-15)16-11-19(30)14-20(31)12-16;1-5(2,3)4/h1-14H;1-4H3/q-1;+1

description: dataset for 13C nuclear magnetic resonance spectroscopy (13C NMR)
DOI: 10.14272/wlfnpoumovggge-uhfffaoysa-n/chmo0000596.1
title: distortionless enhancement with polarization transfer (DEPT) ()
title: InChI=1S/C24H14BCl2F4.C4H12N/c26-23-7-3-1-5-21(23)25(22-6-2-4-8-24(22)27,15-9-17(28)13-18(29)10-15)16-11-19(30)14-20(31)12-16;1-5(2,3)4/h1-14H;1-4H3/q-1;+1

description: dataset for distortionless enhancement with polarization transfer (DEPT)
DOI: 10.14272/wlfnpoumovggge-uhfffaoysa-n/chmo0000597
title: 19F nuclear magnetic resonance spectroscopy (19F NMR) ()
title: InChI=1S/C24H14BCl2F4.C4H12N/c26-23-7-3-1-5-21(23)25(22-6-2-4-8-24(22)27,15-9-17(28)13-18(29)10-15)16-11-19(30)14-20(31)12-16;1-5(2,3)4/h1-14H;1-4H3/q-1;+1

description: dataset for 19F nuclear magnetic resonance spectroscopy (19F NMR)
DOI: 10.14272/wlfnpoumovggge-uhfffaoysa-n/chmo0001146
title: 1H--13C heteronuclear single quantum coherence (1H-13C HSQC) ()
title: InChI=1S/C24H14BCl2F4.C4H12N/c26-23-7-3-1-5-21(23)25(22-6-2-4-8-24(22)27,15-9-17(28)13-18(29)10-15)16-11-19(30)14-20(31)12-16;1-5(2,3)4/h1-14H;1-4H3/q-1;+1

description: dataset for 1H--13C heteronuclear single quantum coherence (1H-13C HSQC)
DOI: 10.14272/wlfnpoumovggge-uhfffaoysa-n/chmo0000596
title: distortionless enhancement with polarization transfer (DEPT) ()
title: InChI=1S/C24H14BCl2F4.C4H12N/c26-23-7-3-1-5-21(23)25(22-6-2-4-8-24(22)27,15-9-17(28)13-18(29)10-15)16-11-19(30)14-20(31)12-16;1-5(2,3)4/h1-14H;1-4H3/q-1;+1

description: dataset for distortionless enhancement with polarization transfer (DEPT)
DOI: 10.14272/wlfnpoumovggge-uhfffaoysa-n/chmo0001150
title: 1H--1H correlation spectroscopy (1H-1H COSY) ()
title: InChI=1S/C24H14BCl2F4.C4H12N/c26-23-7-3-1-5-21(23)25(22-6-2-4-8-24(22)27,15-9-17(28)13-18(29)10-15)16-11-19(30)14-20(31)12-16;1-5(2,3)4/h1-14H;1-4H3/q-1;+1

description: dataset for 1H--1H correlation spectroscopy (1H-1H COSY)
DOI: 10.14272/vvpghqqfkgsipj-uhfffaoysa-n.1
title: sodium;tetrakis(4-methylphenyl)boranuide
title: InChI=1S/C28H28B.Na/c1-21-5-13-25(14-6-21)29(26-15-7-22(2)8-16-26,27-17-9-23(3)10-18-27)28-19-11-24(4)12-20-28;/h5-20H,1-4H3;/q-1;+1

description: This is a physical chemical entity[CHEBI_24431] associated with a molecule[CHEBI_25367].
 The molecule[CHEBI_25367] can be described by the following structural desciptors[cheminf_000085]:
 InChI descriptor[cheminf_000113]: InChI=1S/C28H28B.Na/c1-21-5-13-25(14-6-21)29(26-15-7-22(2)8-16-26,27-17-9-23(3)10-18-27)28-19-11-24(4)12-20-28;/h5-20H,1-4H3;/q-1;+1, and canonical SMILES descriptor[cheminf_000007]: Cc1ccc(cc1)[B-](c1ccc(cc1)C)(c1ccc(cc1)C)c1ccc(cc1)C.[Na+], and by the IUPAC name[cheminf_000107]: sodium;tetrakis(4-methylphenyl)boranuide.
 
 The physical chemical entity[CHEBI_24431] has a component solvent[CHEBI_46787] which is described by the canonical SMILES descriptor[cheminf_000007]:
 
 The physical chemical entity[CHEBI_24431] has the following Sample ID as registered in the research data repository chemotion (www.chemotion-repository.net, https://doi.org/10.25504/FAIRsharing.iagXcR): CRS-50821

 The physical chemical entity[CHEBI_24431] can be described by the physical descriptors [CHEMINF_000025]:
 Melting point descriptor[CHEMINF_000256]: 
 Boiling point descriptor[CHEMINF_000257]: 
 Refractive index descriptor[CHEMINF_000253]:

 The physical chemical entity[CHEBI_24431] can be further described by the following assays[OBI:0000070][CHMO:0001133]:
 
 CHMO:0000596 | distortionless enhancement with polarization transfer (DEPT)
 
 CHMO:0001150 | 1H--1H correlation spectroscopy (1H-1H COSY)
 
 CHMO:0000595 | 13C nuclear magnetic resonance spectroscopy (13C NMR)
 
 CHMO:0001146 | 1H--13C heteronuclear single quantum coherence (1H-13C HSQC)
 
 CHMO:0001148 | 1H--13C heteronuclear multiple bond coherence (13C-1H HMBC)
 
 CHMO:0000596 | distortionless enhancement with polarization transfer (DEPT)
 
 CHMO:0000593 | 1H nuclear magnetic resonance spectroscopy (1H NMR)
 
 The physical chemical entity[CHEBI_24431] was deposited to the Molecule Archive of the Karlsruhe Insitute of Technology (KIT) with the following Sample ID: 

 Used ontologies:
 CHEBI - Chemical Entities of Biological Interest
 CHEMINF - chemical information ontology (information entities about chemical entities)
 CHMO - Chemical Methods Ontology
 OBI - Ontology for Biomedical Investigations
DOI: 10.14272/vvpghqqfkgsipj-uhfffaoysa-n/chmo0001148
title: 1H--13C heteronuclear multiple bond coherence (13C-1H HMBC) (sodium;tetrakis(4-methylphenyl)boranuide)
title: InChI=1S/C28H28B.Na/c1-21-5-13-25(14-6-21)29(26-15-7-22(2)8-16-26,27-17-9-23(3)10-18-27)28-19-11-24(4)12-20-28;/h5-20H,1-4H3;/q-1;+1

description: dataset for 1H--13C heteronuclear multiple bond coherence (13C-1H HMBC)
DOI: 10.14272/vvpghqqfkgsipj-uhfffaoysa-n/chmo0000593
title: 1H nuclear magnetic resonance spectroscopy (1H NMR) (sodium;tetrakis(4-methylphenyl)boranuide)
title: InChI=1S/C28H28B.Na/c1-21-5-13-25(14-6-21)29(26-15-7-22(2)8-16-26,27-17-9-23(3)10-18-27)28-19-11-24(4)12-20-28;/h5-20H,1-4H3;/q-1;+1

description: dataset for 1H nuclear magnetic resonance spectroscopy (1H NMR)
DOI: 10.14272/vvpghqqfkgsipj-uhfffaoysa-n/chmo0000596
title: distortionless enhancement with polarization transfer (DEPT) (sodium;tetrakis(4-methylphenyl)boranuide)
title: InChI=1S/C28H28B.Na/c1-21-5-13-25(14-6-21)29(26-15-7-22(2)8-16-26,27-17-9-23(3)10-18-27)28-19-11-24(4)12-20-28;/h5-20H,1-4H3;/q-1;+1

description: dataset for distortionless enhancement with polarization transfer (DEPT)
DOI: 10.14272/vvpghqqfkgsipj-uhfffaoysa-n/chmo0000595
title: 13C nuclear magnetic resonance spectroscopy (13C NMR) (sodium;tetrakis(4-methylphenyl)boranuide)
title: InChI=1S/C28H28B.Na/c1-21-5-13-25(14-6-21)29(26-15-7-22(2)8-16-26,27-17-9-23(3)10-18-27)28-19-11-24(4)12-20-28;/h5-20H,1-4H3;/q-1;+1

description: dataset for 13C nuclear magnetic resonance spectroscopy (13C NMR)
DOI: 10.14272/vvpghqqfkgsipj-uhfffaoysa-n/chmo0001146
title: 1H--13C heteronuclear single quantum coherence (1H-13C HSQC) (sodium;tetrakis(4-methylphenyl)boranuide)
title: InChI=1S/C28H28B.Na/c1-21-5-13-25(14-6-21)29(26-15-7-22(2)8-16-26,27-17-9-23(3)10-18-27)28-19-11-24(4)12-20-28;/h5-20H,1-4H3;/q-1;+1

description: dataset for 1H--13C heteronuclear single quantum coherence (1H-13C HSQC)
DOI: 10.14272/vvpghqqfkgsipj-uhfffaoysa-n/chmo0000596.1
title: distortionless enhancement with polarization transfer (DEPT) (sodium;tetrakis(4-methylphenyl)boranuide)
title: InChI=1S/C28H28B.Na/c1-21-5-13-25(14-6-21)29(26-15-7-22(2)8-16-26,27-17-9-23(3)10-18-27)28-19-11-24(4)12-20-28;/h5-20H,1-4H3;/q-1;+1

description: dataset for distortionless enhancement with polarization transfer (DEPT)
DOI: 10.14272/vvpghqqfkgsipj-uhfffaoysa-n/chmo0001150
title: 1H--1H correlation spectroscopy (1H-1H COSY) (sodium;tetrakis(4-methylphenyl)boranuide)
title: InChI=1S/C28H28B.Na/c1-21-5-13-25(14-6-21)29(26-15-7-22(2)8-16-26,27-17-9-23(3)10-18-27)28-19-11-24(4)12-20-28;/h5-20H,1-4H3;/q-1;+1

description: dataset for 1H--1H correlation spectroscopy (1H-1H COSY)
DOI: 10.5281/zenodo.17891014
title: SCs_6AP

description: This repository contains the replication data and R code for the article:

“Spatial spillover and differential impacts of urban shrinkage on air pollutants: Implications for sustainable urban futures” (submitted to Earth’s Future).

 

###  System Requirements

• R (version 4.3.0 or higher)

• Required packages: sf, spdep, spatialreg, dplyr, readr, car

 

### Citation

If you use these data or scripts, please cite the associated article: Spatial spillover and differential impacts of urban shrinkage on air pollutants: Implications for sustainable urban futures. Earth's Future (Under Review).