cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.adj88k
title: Occurrence Download

description: A dataset containing 5838 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aethusa cynapium",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 5838 records from 174 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006732-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8by4ju
title: Occurrence Download

description: A dataset containing 1732 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "Continent is Asia",
 "Country is one of (India, Nepal, Bhutan, Sri Lanka)",
 "OccurrenceStatus is Present",
 "TaxonKey is Perissodactyla"
 ]
}

 The dataset includes 1732 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006735-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3u8jk5
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Czechia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Kickxia elatine elatine"
 ]
}

 The dataset includes 79 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006739-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u33u3w
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((89.986912 24.491964, 89.90974900000001 24.486387, 89.834507 24.469795, 89.763054 24.4426, 89.697166 24.405478, 89.63847199999999 24.359352, 89.58842300000001 24.305367, 89.54824499999999 24.24486, 89.518919 24.179329, 89.501154 24.110394, 89.495368 24.039757, 89.50168499999999 23.969158, 89.519929 23.900333, 89.54963499999999 23.834974, 89.590056 23.774683, 89.64019 23.720937, 89.69880000000001 23.675051, 89.764444 23.638146, 89.835516 23.611123, 89.91028 23.59464, 89.986912 23.589101, 90.06354399999999 23.59464, 90.13830799999999 23.611123, 90.20938 23.638146, 90.275024 23.675051, 90.333634 23.720937, 90.383768 23.774683, 90.424189 23.834974, 90.453895 23.900333, 90.472139 23.969158, 90.47845599999999 24.039757, 90.47266999999999 24.110394, 90.454905 24.179329, 90.425579 24.24486, 90.385401 24.305367, 90.335352 24.359352, 90.276658 24.405478, 90.21077 24.4426, 90.13931700000001 24.469795, 90.064075 24.486387, 89.986912 24.491964))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 42 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006737-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25403/upresearchdata.29525081
title: Perspectives of speech-language pathologists with expertise in aphasia regarding the content of clinical practice guidelines to support end-of-life decision-making by persons with aphasia

description: The research study aimed to develop evidence-based clinical practice guidelines for communication strategies to support end-of-life decision-making by persons with aphasia (PWA). This code book comprises the coding of the information gathered from two focus group studies held with academic and clinical speech-language pathologists (SLPs) with expertise in aphasia. The SLPs were asked to describe any complex (including end-of-life) decisions that they have researched or supported PWA to make; barriers and facilitators to the process; and the communication strategies that support end-of-life decision-making by PWA.
DOI: 10.25403/upresearchdata.29525081.v1
title: Perspectives of speech-language pathologists with expertise in aphasia regarding the content of clinical practice guidelines to support end-of-life decision-making by persons with aphasia

description: The research study aimed to develop evidence-based clinical practice guidelines for communication strategies to support end-of-life decision-making by persons with aphasia (PWA). This code book comprises the coding of the information gathered from two focus group studies held with academic and clinical speech-language pathologists (SLPs) with expertise in aphasia. The SLPs were asked to describe any complex (including end-of-life) decisions that they have researched or supported PWA to make; barriers and facilitators to the process; and the communication strategies that support end-of-life decision-making by PWA.
DOI: 10.15468/dl.d8ugnx
title: Occurrence Download

description: A dataset containing 21465 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "Continent is Asia",
 "Country is one of (India, Nepal, Bhutan, Sri Lanka)",
 "OccurrenceStatus is Present",
 "TaxonKey is Artiodactyla"
 ]
}

 The dataset includes 21465 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006736-260120142942310/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.31132717
title: Data in sexual dimorphism in root exudation mediates belowground neighbor recognition and cooperative soil microbial networks

description: We conduced a series experiments to reveal how dioecian plant detect same and opposite sexual plants and then how to influence soil microbiome assembley. This dataset including raw data from the series experiments. This dataset includes plant growth traits, soil functional traits, carbon assimilation by PLFA, and root exudation proflile. Each data will give fully explaination.
DOI: 10.6084/m9.figshare.31132717.v1
title: Data in sexual dimorphism in root exudation mediates belowground neighbor recognition and cooperative soil microbial networks

description: We conduced a series experiments to reveal how dioecian plant detect same and opposite sexual plants and then how to influence soil microbiome assembley. This dataset including raw data from the series experiments. This dataset includes plant growth traits, soil functional traits, carbon assimilation by PLFA, and root exudation proflile. Each data will give fully explaination.
DOI: 10.25345/c5ws8j07j
title: MassIVE MSV000100562 - Trichoderma reesei QM6a SNI/BNI degradation experiment
title: Goal :&lt;br&gt; Finding of bio-degradation products of several native SNIs and BNIs in Trichoderma reesei QM6a liquid minimal medium (12C and 13C) cultures.&lt;br&gt; &lt;br&gt; Minimal medium&lt;br&gt; Amount for 500 mL medium | Actual | amount Substance&lt;br&gt; 1.7500 g | 1.75115 g | (NH4)2SO4&lt;br&gt; 2.5000 g | 2.51394 g | KH2PO4&lt;br&gt; 0.6200 g | 0.63039 g | MgSO4 . 7 H2O&lt;br&gt; 0.3125 g | 0.20447 g | NaCl&lt;br&gt; 10 mL | 2 x 5 mL | 50X Trace element solution&lt;br&gt; ad 490 mL | 490 mL | autoclaved ELGA water&lt;br&gt; plus either 0.25g D-Glucose-13C or 0.25g D-Glucose-12C&lt;br&gt; &lt;br&gt; Tested BNIs/SNIs (1.50mg each in D2O)&lt;br&gt; 3,4-Dimethyl-1H-pyrazole phosphate (DMPP) [SOS 896]&lt;br&gt; Methyl p-coumerate (MHPA) [no SOS]&lt;br&gt; 2-Amino-4-chloro-6-methylpyrimidine (ACMP) [no SOS]&lt;br&gt; Coixol (MBOA) [no SOS]&lt;br&gt; Karanjin&lt;br&gt; Sakuranetin&lt;br&gt; Syringic acid (SA) [SOS 899]&lt;br&gt; 3,4-Dihydroxybenzaldehyde (DHBA) [SOS 900]&lt;br&gt; (R)-(+)-Limonene [SOS 277]&lt;br&gt; &lt;br&gt; Trichoderma reesei QM6a spores on two MEX plates,&lt;br&gt; incubated with QM6a on 2024-08-22 (four days).&lt;br&gt; Transfer to BOKU IFA-Tulln.&lt;br&gt; Continued incubation at 28C, 90% relative humidity in constant darkness.&lt;br&gt; &lt;br&gt; Inoculation and pre-cultivation:&lt;br&gt; Weighted glucose and filled up to respective volume with prepared minimal medium without carbon source&lt;br&gt; Sterile filtered prepare medium (at Lamina)&lt;br&gt; Inoculated medium with 15 uL spore solution per well (12C glucose) or 7 uL spore solution per well (U-13C6 glucose) respectively&lt;br&gt; Incubation at 28C, 70 % relative humidity in constant darkness in Memmert HPP260 Incubator&lt;br&gt; &lt;br&gt; Treatment of cultures with SNI and BNI solutions and addition of more glucose&lt;br&gt; &lt;br&gt; Sampling after 7 days&lt;br&gt; &lt;br&gt; Measurements according to 10.1021/ac503290j, but with an Q Exactive HF instrument&lt;br&gt; &lt;br&gt;
DOI: 10.5281/zenodo.18347511
title: Dataset of "Engineering the Photophysics of Cyanines by Chain C1´ Substituents"

description: Cyanine dyes are widely used in bioimaging, sensing, optoelectronic, or even medicinal applications due totheir tunable photophysical properties. However, controlling their electronic structures and photophysical properties remains a challenge. Here we report a novel synthetic route to pentamethine and heptamethine cyanines bearing C1´ chain substituents that allow unprecedented control of their electronic and photophysical properties. By varying the terminal heterocycle (symmetric or asymmetric cyanines) and introducing various substituents at the 1´-position, such as methyl, npropyl, i-propyl, t-butyl, and cyano groups, we investigated the role of symmetry breaking and its impact on bond length alternation (BLA) and out-of-plane rotation (OPR). Our analysis shows that OPR, coupled with BLA, suppresses or hypsochromically shifts the first absorption band, thereby significantly altering the absorption properties of the studied dyes. This effect is particularly pronounced in structures with different heterocyclic end groups and bulky substituents at the 1´-position, which induce strong electronic and geometric distortions. Through quantum chemical calculations and spectroscopic analyses, we demonstrate how these modifications can be utilized to fine-tune their absorption and emission properties, paving the way for their further customization. Our study not only presents the synthesis of previously unexplored novel basic cyanine derivatives, but additionally offers a versatile approach to tailor their photophysics through targeted structural modifications at the 1´-position.
DOI: 10.5281/zenodo.15310227
title: Dataset of "Engineering the Photophysics of Cyanines by Chain C1´ Substituents"

description: Cyanine dyes are widely used in bioimaging, sensing, optoelectronic, or even medicinal applications due totheir tunable photophysical properties. However, controlling their electronic structures and photophysical properties remains a challenge. Here we report a novel synthetic route to pentamethine and heptamethine cyanines bearing C1´ chain substituents that allow unprecedented control of their electronic and photophysical properties. By varying the terminal heterocycle (symmetric or asymmetric cyanines) and introducing various substituents at the 1´-position, such as methyl, npropyl, i-propyl, t-butyl, and cyano groups, we investigated the role of symmetry breaking and its impact on bond length alternation (BLA) and out-of-plane rotation (OPR). Our analysis shows that OPR, coupled with BLA, suppresses or hypsochromically shifts the first absorption band, thereby significantly altering the absorption properties of the studied dyes. This effect is particularly pronounced in structures with different heterocyclic end groups and bulky substituents at the 1´-position, which induce strong electronic and geometric distortions. Through quantum chemical calculations and spectroscopic analyses, we demonstrate how these modifications can be utilized to fine-tune their absorption and emission properties, paving the way for their further customization. Our study not only presents the synthesis of previously unexplored novel basic cyanine derivatives, but additionally offers a versatile approach to tailor their photophysics through targeted structural modifications at the 1´-position.
DOI: 10.5281/zenodo.18347585
title: Supplemental Materials Probabilistic Modeling on Riemannian Manifolds: A Unified Geometric Framework with Novel Stability Guarantees and Curvature-Adaptive Algorithms

description: Supplemental Materials Probabilistic Modeling on Riemannian Manifolds: A Unified Geometric Framework with Novel Stability Guarantees and Curvature-Adaptive Algorithms

Anthony L. PerryIndependent Researcher, Hot Springs, Arkansas 71901, USAEmail: aperry2315@gmail.comJanuary 2026

Code, Pretrained Models, and Reproducibility Artifacts

Repository Informationriemannian-probabilistic-modelsZenodo Archive: https://doi.org/10.5281/zenodo.18347585License: MIT LicenseVersion: 1.0.0 (January 2026)
DOI: 10.5281/zenodo.18347584
title: Supplemental Materials Probabilistic Modeling on Riemannian Manifolds: A Unified Geometric Framework with Novel Stability Guarantees and Curvature-Adaptive Algorithms

description: Supplemental Materials Probabilistic Modeling on Riemannian Manifolds: A Unified Geometric Framework with Novel Stability Guarantees and Curvature-Adaptive Algorithms

Anthony L. PerryIndependent Researcher, Hot Springs, Arkansas 71901, USAEmail: aperry2315@gmail.comJanuary 2026

Code, Pretrained Models, and Reproducibility Artifacts

Repository Informationriemannian-probabilistic-modelsZenodo Archive: https://doi.org/10.5281/zenodo.18347585License: MIT LicenseVersion: 1.0.0 (January 2026)
DOI: 10.15468/dl.6cepac
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Stipa pulcherrima)",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "Year is greater than or equal to 2010",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 50",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006741-260120142942310/datasets/export for details.
DOI: 10.15468/dl.6weu4h
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Saccharum arundinaceum",
 "Year 1970-2000"
 ]
}

 The dataset includes 52 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006740-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kmy23j
title: Occurrence Download

description: A dataset containing 4925 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thysanoessa macrura",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLatitude is less than 10",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2015"
 ]
}

 The dataset includes 4925 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006743-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nc8zhb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((89.54293 25.781, 89.46495299999999 25.775423, 89.388918 25.75883, 89.316715 25.731634, 89.25013800000001 25.694513, 89.19083500000001 25.648387, 89.140271 25.594404, 89.09968499999999 25.5339, 89.07006800000001 25.468376, 89.052134 25.399449, 89.046305 25.328823, 89.05270299999999 25.258237, 89.071151 25.189428, 89.101175 25.124085, 89.142022 25.063811, 89.192677 25.010082, 89.25188900000001 24.964211, 89.31820500000001 24.927319, 89.39 24.900305, 89.46552200000001 24.883829, 89.54293 24.878292, 89.620338 24.883829, 89.69586 24.900305, 89.767655 24.927319, 89.83397100000001 24.964211, 89.89318299999999 25.010082, 89.943838 25.063811, 89.984685 25.124085, 90.014709 25.189428, 90.033157 25.258237, 90.03955499999999 25.328823, 90.033726 25.399449, 90.015792 25.468376, 89.986175 25.5339, 89.945589 25.594404, 89.895025 25.648387, 89.835722 25.694513, 89.76914499999999 25.731634, 89.69694200000001 25.75883, 89.620907 25.775423, 89.54293 25.781))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006742-260120142942310/datasets/export for details.
DOI: 10.5281/zenodo.15774082
title: CML example temperature data

description: This small dataset contains an example .csv file with data from Commertial Microwave Links (CMLs) and a nearby (~650 meters) professional weather station, located in a central Europe, with aligned timestamps. Structure:timestamp, unix, t_WS, t_MU, rx- sun, azimuth, day, hour– timestamp and unix columns describes the time of measurement

– t_WS stands for the temperature measured by the weather station

– t_MU stands for the temperature captured by the temperature sensor on the outdoor CML unit

– rx is the recieved signal level of the CML unit

– sun is a binary parameter (0 or 1) depending on the position of the sun for a given hour and day based on the CML's geolocation

– day (from 0 to 365) based on the time of the measurement

– hour (from 0 to 23) based on the time of the measurementFor more information, questions, or more data, feel free to contact us at: 161835@vut.cz.
DOI: 10.5281/zenodo.15774083
title: CML example temperature data

description: This small dataset contains an example .csv file with data from Commertial Microwave Links (CMLs) and a nearby (~650 meters) professional weather station, located in a central Europe, with aligned timestamps. Structure:timestamp, unix, t_WS, t_MU, rx- sun, azimuth, day, hour– timestamp and unix columns describes the time of measurement

– t_WS stands for the temperature measured by the weather station

– t_MU stands for the temperature captured by the temperature sensor on the outdoor CML unit

– rx is the recieved signal level of the CML unit

– sun is a binary parameter (0 or 1) depending on the position of the sun for a given hour and day based on the CML's geolocation

– day (from 0 to 365) based on the time of the measurement

– hour (from 0 to 23) based on the time of the measurementFor more information, questions, or more data, feel free to contact us at: 161835@vut.cz.
DOI: 10.5281/zenodo.18347477
title: Dataset of "Supporting sustainable urban transformation: a feasibility framework for smart city projects"

description: README – Supplementary Tables (Appendix A and Appendix B)

Quick reference- Associated journal article DOI: 10.3389/frsc.2025.1675890- Article page (Supplementary Material section): https://www.frontiersin.org/journals/sustainable-cities/articles/10.3389/frsc.2025.1675890/full#supplementary-material

IMPORTANT:1) This Zenodo record contains the supplementary tables and this README; it does not replace the peer‑reviewed article.2) The associated peer‑reviewed article is the primary reference; please cite the article DOI above when using these tables.

Associated article“Supporting sustainable urban transformation: a feasibility framework for smart city projects”Frontiers in Sustainable Cities, 2025. DOI: 10.3389/frsc.2025.1675890

What these supplementary files areThese are the official supplementary tables provided for the article above. They contain the feasibility indicator set and the case‑study application data referenced in the paper.

Files included- Appendix A.xlsx  • Sheets: A, B, C, D, E, F, G  • Purpose: case‑study project tables (one sheet per project / project group, as provided by the publisher).- Appendix B.xlsx  • Sheets: INCIDENCE, SOCIAL, TECHNICAL, INST, ECO-FIN  • Purpose: feasibility framework dimensions and the corresponding data used in the evaluation component (as provided by the publisher).

How to use (simple)1) Open the Excel files (Appendix A / Appendix B).2) Use Appendix A to inspect the project‑level tables used in the case study.3) Use Appendix B to inspect the indicator tables by dimension (incidence, social perception, technical readiness, institutional capacity, economic‑financial viability).4) If you reuse values, cite both: (a) the article DOI and (b) this Zenodo record DOI.

LicenseFrontiers articles are published under Creative Commons Attribution (CC BY). Reuse is permitted with attribution to the authors and the original publication. Follow the same terms for these supplementary files.

Suggested citation- Cite the journal article: DOI 10.3389/frsc.2025.1675890- Cite this Zenodo record DOI (for the supplementary tables package)

Notes- The filenames and sheet names above reflect the files as downloaded from Frontiers at the time of deposit.- This README documents the files; it does not modify the original tables.