cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17409854
title: Correlating Spectral Properties (complex mineral samples: 350–15,375 nm, water: 337–823 nm) with Geochemistry and Mineralogy with focus on Acid Mine Drainage (AMD)

description: Acid mine drainage (AMD) environments host complex mineral-water systems that challenge conventional spectral libraries built for pure minerals. We present an open, harmonized dataset that integrates spectroscopy of real AMD materials with co-registered mineralogical and geochemical measurements from the Kirki (Saint Philippos) mine, NE Greece. The dataset comprises: (i) laboratory mineral reflectance spectra spanning 350–15,375 nm (Visible–Near Infrared (VNIR) – Shortwave Infrared (SWIR) – Mid-Wave Infrared (MWIR) – Longwave Infrared (LWIR) for natural, compositionally diverse complex mineral samples; (ii) in situ water VNIR spectra from 337–823 nm acquired across a gradient of acidity and turbidity; (iii) co-located field measurements (e.g. temperature, pH); and (iv) wide range of laboratory analyses for both solid and water datasets to support ground truth validation. To demonstrate utility, we relate spectral features to mineralogy and composition using partial least squares regression (PLSR). For solids, VNIR–SWIR regions best predict Fe2O3, while MWIR–LWIR features improve estimation of SiO2 and total S, highlighting diagnostic bands across iron oxides/sulfates and silicate frameworks. For waters, VNIR spectra capture acidity/turbidity-driven variability and enable example detecting gradients of dissolved trace metals. Together, these results show that realistic mixture spectra coupled to independent ground truth support quantitative inference of key AMD parameters. These free datasets can facilitate algorithm development, cross-sensor validation, and environmental assessment in AMD-impacted settings, and serves as a high-fidelity analog for planetary spectroscopy, particularly for sulfate- and Fe-oxide detection and LWIR mineral retrievals. All data products, metadata, and processing notes are openly available via the referenced repository. 

 

The MultiMiner project is funded by the European Union’s Horizon Europe research and innovations actions programme under Grant Agreement No. 101091374.
DOI: 10.5517/ccyx9z3
title: CCDC 891156: Experimental Crystal Structure Determination

description: Related Article: Hu Chen,  Zhaofeng Wang,  Yingnan Zhang,  and Yong Huang|2013|J.Org.Chem.|78|3503|doi:10.1021/jo400215e
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cczv802
title: CCDC 918964: Experimental Crystal Structure Determination

description: Related Article: Zhen-Xin Jia,  Yong-Chun Luo,  Xi-Na Cheng,  Peng-Fei Xu,  and Yu-Cheng Gu|2013|J.Org.Chem.|78|6488|doi:10.1021/jo400476b
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccyxb05
title: CCDC 891157: Experimental Crystal Structure Determination

description: Related Article: Hu Chen,  Zhaofeng Wang,  Yingnan Zhang,  and Yong Huang|2013|J.Org.Chem.|78|3503|doi:10.1021/jo400215e
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccyxb16
title: CCDC 891158: Experimental Crystal Structure Determination

description: Related Article: Hu Chen,  Zhaofeng Wang,  Yingnan Zhang,  and Yong Huang|2013|J.Org.Chem.|78|3503|doi:10.1021/jo400215e
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccz83kw
title: CCDC 901528: Experimental Crystal Structure Determination

description: Related Article: Hu Chen,  Zhaofeng Wang,  Yingnan Zhang,  and Yong Huang|2013|J.Org.Chem.|78|3503|doi:10.1021/jo400215e
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc1jnsyx
title: CCDC 1420170: Experimental Crystal Structure Determination

description: Related Article: Yuanqin Zheng, Yongqi Yao, Ling Ye, Zhichuan Shi, Xuefeng Li, Zhigang Zhao, Xinying Li|2016|Tetrahedron|72|973|doi:10.1016/j.tet.2015.12.067
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc1jqty0
title: CCDC 1422123: Experimental Crystal Structure Determination

description: Related Article: Xiao-Fei Yang,  Wei-Hua Yu,  Chang-Hua Ding,  Qiu-Ping Ding,  Shi-Li Wan,  Xue-Long Hou,  Li-Xin Dai,  and Pin-Jie Wang|2013|J.Org.Chem.|78|6503|doi:10.1021/jo400663d
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cczrcpr
title: CCDC 916195: Experimental Crystal Structure Determination

description: Related Article: Ramachandra Reddy Donthiri,  Venkatanarayana Pappula,  Darapaneni Chandra Mohan,  Hiren H. Gaywala,  and Subbarayappa Adimurthy|2013|J.Org.Chem.|78|6775|doi:10.1021/jo400834h
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc1jqtz1
title: CCDC 1422124: Experimental Crystal Structure Determination

description: Related Article: Noureddine Khiar,  Álvaro Salvador,  Victoria Valdivia,  Ahmed Chelouan,  Ana Alcudia,  Eleuterio Álvarez,  and Inmaculada Fernández|2013|J.Org.Chem.|78|6510|doi:10.1021/jo400700m
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc1jqv03
title: CCDC 1422125: Experimental Crystal Structure Determination

description: Related Article: Noureddine Khiar,  Álvaro Salvador,  Victoria Valdivia,  Ahmed Chelouan,  Ana Alcudia,  Eleuterio Álvarez,  and Inmaculada Fernández|2013|J.Org.Chem.|78|6510|doi:10.1021/jo400700m
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.cdejq3
title: Occurrence Download

description: A dataset containing 1334 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((90.18973 11.96268,160.28578 11.96268,160.28578 54.15112,90.18973 54.15112,90.18973 11.96268))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Viola japonica"
 ]
}

 The dataset includes 1334 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052440-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc1jqv14
title: CCDC 1422126: Experimental Crystal Structure Determination

description: Related Article: Sarvesh Kumar,  Paul D. Thornton,  Thomas O. Painter,  Prashi Jain,  Jared Downard,  Justin T. Douglas,  and Conrad Santini|2013|J.Org.Chem.|78|6529|doi:10.1021/jo400738b
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc1jqv25
title: CCDC 1422127: Experimental Crystal Structure Determination

description: Related Article: Sarvesh Kumar,  Paul D. Thornton,  Thomas O. Painter,  Prashi Jain,  Jared Downard,  Justin T. Douglas,  and Conrad Santini|2013|J.Org.Chem.|78|6529|doi:10.1021/jo400738b
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25525/kba-asfrdown.vd3de.2015.2
title: Ladungsbezogene Daten zu Lastfahrten deutscher Lastkraftfahrzeuge im Jahr 2015 (regionaler Güterempfang auf NUTS 1-Ebene nach 81 Gütergruppen)
DOI: 10.6084/m9.figshare.29261948
title: swccm

description: Respiratory diseases pose a serious threat to the health of residents worldwide and cause enormous socio-economic losses. It is extremely urgent to accurately identify the environmental driving factors of respiratory diseases. In this study, the Convergent Cross Mapping (CCM) method was improved, and the Spatial Weighted Convergent Cross Mapping (SWCCM) method was proposed. Based on this method, we conducted an inferential analysis of the causal relationships between environmental factors and respiratory disease hospitalization rates in Jiangsu Province from 2020 to 2023 to explore key driving factors. The study found that the causal effect of air temperature was the most significant, followed by dew point temperature. Other environmental factors such as O₃, PM2.5, and air pressure also showed strong pathogenic effects; the impact of relative humidity was weak, while NO₂, wind speed, and precipitation did not show significant causal associations under the conditions of this study. The results of this study provide an important basis for the prevention and control of respiratory diseases and the formulation of intervention strategies for environmental factors.
DOI: 10.6084/m9.figshare.29261948.v3
title: swccm

description: Respiratory diseases pose a serious threat to the health of residents worldwide and cause enormous socio-economic losses. It is extremely urgent to accurately identify the environmental driving factors of respiratory diseases. In this study, the Convergent Cross Mapping (CCM) method was improved, and the Spatial Weighted Convergent Cross Mapping (SWCCM) method was proposed. Based on this method, we conducted an inferential analysis of the causal relationships between environmental factors and respiratory disease hospitalization rates in Jiangsu Province from 2020 to 2023 to explore key driving factors. The study found that the causal effect of air temperature was the most significant, followed by dew point temperature. Other environmental factors such as O₃, PM2.5, and air pressure also showed strong pathogenic effects; the impact of relative humidity was weak, while NO₂, wind speed, and precipitation did not show significant causal associations under the conditions of this study. The results of this study provide an important basis for the prevention and control of respiratory diseases and the formulation of intervention strategies for environmental factors.
DOI: 10.6084/m9.figshare.29261948.v2
title: swccm

description: Respiratory diseases pose a serious threat to the health of residents worldwide and cause enormous socio-economic losses. It is extremely urgent to accurately identify the environmental driving factors of respiratory diseases. In this study, the Convergent Cross Mapping (CCM) method was improved, and the Spatial Weighted Convergent Cross Mapping (SWCCM) method was proposed. Based on this method, we conducted an inferential analysis of the causal relationships between environmental factors and respiratory disease hospitalization rates in Jiangsu Province from 2020 to 2023 to explore key driving factors. The study found that the causal effect of air temperature was the most significant, followed by dew point temperature. Other environmental factors such as O₃, PM2.5, and air pressure also showed strong pathogenic effects; the impact of relative humidity was weak, while NO₂, wind speed, and precipitation did not show significant causal associations under the conditions of this study. The results of this study provide an important basis for the prevention and control of respiratory diseases and the formulation of intervention strategies for environmental factors.
DOI: 10.15468/dl.gu7esw
title: Occurrence Download

description: A dataset containing 652859 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence)",
 {
 "or" : [
 "Geometry POLYGON((-41.83 -6.52,-41.83 -10.3,-32.9 -10.3,-32.9 -6.32,-41.83 -6.52))",
 "Geometry POLYGON((-33.2 -3.3,-33.2 -4.41,-31.1 -4.41,-31.1 -3.3,-33.2 -3.3))"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 652859 records from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052365-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25525/kba-asfrdown.vd3de.2016.2
title: Ladungsbezogene Daten zu Lastfahrten deutscher Lastkraftfahrzeuge im Jahr 2016 (regionaler Güterempfang auf NUTS 1-Ebene nach 81 Gütergruppen)
DOI: 10.25525/kba-asfrdown.vd3de.2017.2
title: Ladungsbezogene Daten zu Lastfahrten deutscher Lastkraftfahrzeuge im Jahr 2017 (regionaler Güterempfang auf NUTS 1-Ebene nach 81 Gütergruppen)
DOI: 10.6084/m9.figshare.29109305
title: Genome files: Unraveling the predominant genetic paths for asexual reproduction in <i>Kalanchoe</i>

description: We constructed three <i>Kalanchoe</i> genomes for comparative genomic analysis to elucidate the evolutionary mechanisms underlying their remarkable asexual reproduction capacity
DOI: 10.6084/m9.figshare.29109305.v2
title: Genome files: Unraveling the predominant genetic paths for asexual reproduction in <i>Kalanchoe</i>

description: We constructed three <i>Kalanchoe</i> genomes for comparative genomic analysis to elucidate the evolutionary mechanisms underlying their remarkable asexual reproduction capacity
DOI: 10.6084/m9.figshare.29109305.v1
title: Genome files: Unraveling the predominant genetic paths for asexual reproduction in <i>Kalanchoe</i>

description: We constructed three <i>Kalanchoe</i> genomes for comparative genomic analysis to elucidate the evolutionary mechanisms underlying their remarkable asexual reproduction capacity
DOI: 10.15468/dl.zz9zy5
title: Occurrence Download

description: A dataset containing 871869 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 one of (Conophytum carpianum, Conophytum depressum, Anabasis oropediorum, Glossopetalon pungens, Massonia tenella, Tulbaghia cominsii, Tulbaghia natalensis, Bulbinella nana, Polemannia simplicior, Dryopteris sarvelae, Tulbaghia violacea, Agathosma mirabilis, Agathosma muirii, Agathosma spinosa, Aquilegia alpina, Halleria lucida, Harveya bodkinii, Epilobium gemmiferum, Epilobium glaberrimum, Epilobium gunnianum, Genista berberidea, Dierama argyreum, Dierama atrum, Aquilegia vulgaris, Rutidosis heterogama, Agathosma tulbaghensis, Dryopteris gomerica, Anthoxanthum amarum, Sesleria sadleriana, Dipodium interaneum, Ruschia clavata, Ruschia caudata, Ruschia nelii, Anabasis aretioides, Conophytum bolusiae, Conophytum concavum, Conophytum pellucidum, Conophytum vanheerdei, Echium trygorrhizum, Conophytum confusum, Genista pilosa, Genista pseudopilosa, Genista spachiana, Poranthera coerulea, Bulbinella elata, Aegilops uniaristata, Agathosma planifolia, Agathosma rehmanniana, Aquilegia champagnatii, Coccinia rehmannii, Epilobium heterocaulon, Pithecellobium velutinum, Platylobium parviflorum, Genista delphinensis, Chiliadenus lopadusanus, Genista demarcoi, Genista fukarekiana, Dierama igneum, Dierama latifolium, Dipodium basalticum, Oldenlandia corymbosa, Dithyrea californica, Epilobium luteum, Panaetia davisiana, Brodiaea elegans, Massonia villosa, Ruschiella cedrimontana, Anabasis ehrenbergii, Anabasis setifera, Klattia partita, Chaenorhinum gamezii, Genista fasselata, Genista sessilifolia, Cruciata mixta, Dracocephalum royleanum, Liparis remota, Thereianthus montanus, Aquilegia cremnophila, Agathosma barnesiae, Agathosma bicolor, Agathosma krakadouwensis, Agathosma longicornu, Epilobium hirsutum, Heterocentron mexicanum, Echium tuberculatum, Genista arbusensis, Genista tyrrhena, Dryopteris arecesiae, Genista aristata, Genista carinalis, Genista desoleana, Genista hirsuta, Genista ifniensis, Genista januensis, Cycas lane-poolei, Stilbe vestita, Anthochortus singularis, Ricinocarpos pilifer, Echium pabotii, Epilobium leptophyllum)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 871869 records from 2930 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052434-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hyzsl9
title: Occurrence Download

description: A dataset containing 307 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Quercus acuta Thunb.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 307 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002158-171002173027117/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-37602
title: Claims (GX 17033 - GX 17639), 1990

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1990. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.etp2wa
title: Occurrence Download

description: A dataset containing 166403 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Geometry POLYGON((-135 -90,-30 -90,-30 90,-135 90,-135 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anchoa mitchilli (Valenciennes, 1848)",
 "Year 1965-2024"
 ]
}

 The dataset includes 166403 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000877-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hjwjn3
title: Occurrence Download

description: A dataset listing the 482 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "DatasetKey is A global database for the distributions of crop wild relatives",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 482 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052236-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yuo2zl
title: Occurrence Download

description: A dataset containing 1189 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-87.47039794921874 20.11268153468498, -87.46490478515625 20.134602266988136, -87.45597839355469 20.16425483433661, -87.44911193847656 20.176500990037866, -87.44293212890625 20.18165697842877, -87.46559143066406 20.198412762734833, -87.48001098632812 20.20034600649375, -87.51296997070312 20.206145593761075, -87.53013610839844 20.207434361592743, -87.53700256347656 20.187457261520663, -87.54798889160156 20.159098270646936, -87.55279541015625 20.144916842087923, -87.53562927246094 20.13202351682182, -87.51571655273438 20.13266820835241, -87.49443054199217 20.129444724107987, -87.48344421386719 20.125576455270572, -87.47726440429688 20.12170809072669, -87.47039794921874 20.11268153468498))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1189 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002158-171020152545675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aouujv
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrotriton sanctibarbarus (McCranie & Wilson, 1997)"
 ]
}

 The dataset includes 78 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002158-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.