cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18661104
title: GENERATIVE ARTIFICIAL INTELLIGENCE CHATBOT.

description: Artificial intelligence has revolutionized digital interactions, making chatbots essential forautomating conversations, delivering information, and enhancing user engagement. This projectintroduces an AI-powered chatbot that leverages the DeepSeek LLM to generate concise, engaging,and humor-infused responses, creating a dynamic and enjoyable user experience. The chatbotintegrates authentication, session management, and message storage, allowing users to maintaincontinuous and personalized conversations.Built using Streamlit, the chatbot offers a clean and intuitive user interface, ensuring accessibility forboth technical and non-technical users. The core language model integration is powered by HuggingFace, enabling seamless connectivity with DeepSeek for intelligent response generation. Toefficiently manage user data, Astra DB (NoSQL) is used, ensuring fast, scalable, and reliable storagefor chat histories and user sessions. This architecture enables smooth, real-time interactions whilepreserving context across different sessions.A key challenge addressed in this project is server congestion in DeepSeek LLM, which can lead todelays or unavailability. To mitigate this, the chatbot features a fallback mechanism, ensuringuninterrupted usability even during high traffic. Future improvements may include integratingalternative LLMs, implementing local model hosting, or leveraging caching techniques to enhanceresponse speed and reliability.This project highlights the potential of large language models in creating intelligent and engagingchatbots. By incorporating secure authentication, session persistence, and scalable databasemanagement, it delivers an efficient, responsive, and enjoyable conversational experience, makingAI-driven interactions more accessible and reliable for users.
DOI: 10.15468/dl.67njhq
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Eulalia leschenaultiana"
 ]
}

 The dataset includes 38 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022055-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/tpmpdd
title: extract_process_extractives_content_and_compounds_analysis.tab

description: :unav
DOI: 10.57745/zpakyf
title: metadata_of_extracts.tab

description: :unav
DOI: 10.57745/idgffv
title: properties_of_extracts.tab

description: :unav
DOI: 10.57745/hprtdj
title: metadata_of_extracts.csv

description: :unav
DOI: 10.57745/bbzead
title: properties_of_extracts.csv

description: :unav
DOI: 10.57745/d47ubh
title: extract_process_extractives_content_and_compounds_analysis.csv

description: :unav
DOI: 10.57745/qzypua
title: A study of wood, knots and bark extractives from oak and beech (EU) and Douglas fir (EU+USA+Canada) over the period 1950-2020

description: The available database Wood_db-chemistry is the result of extracting interesting data by analysing already published scientific literature. The data provide information on wood, knots and bark extracts from 4 forest species grown and processed in the East of France (Quercus robur, Quercus petraea, Fagus sylvatica, Pseudotsuga menziesii). Consulting the database provides information on (i) the extraction process used to obtain the extracts, the chemical content of the extracts and the determination of the extractives (ii) the active bioactive properties of the extracts (iii) the metadata of the extracts.The Wood_db-chemistry database is opened by exporting 3 CSV files, each generated by an SQL query sent to the database. At any given time, the 3 CSV files proposed are a perfect representation of the contents of the wood_db-chemistry database. This dataset is presented and described in a paper published in Annals of Forest Science by Springer. This data paper is available at https//doi.org/10.1186/s13595-024-01223-0. As of 16 February 2026, the 3 CSV files exported from the Wood_db-chemistry database have been updated with new data. This data relates to the resinous species Picea abies, Abies alba and Pinus sylvestris, primarily concerning the bark compartment, and includes references up to 2024.
DOI: 10.17026/ar/yuswch
title: Archeologisch Bureauonderzoek (BO) 2025-0080-36 Wilsum, WGA Gemeente Kampen (OV)

description: &lt;p&gt;Indien bodemingrepen plaatsvinden binnen zones met een hoge of middelhoge verwachtingswaarde op de opgestelde advieskaart, dient vervolgonderzoek plaats te vinden in de vorm van een verkennend bodemonderzoek (IVO-O) (Bijlage 13). Voor overige delen op de advieskaart geldt vrijgave voor de voorgenomen bodemingrepen.&lt;/p&gt;&lt;p&gt;
Ook in vrijgegeven delen van het plangebied bestaat altijd de mogelijkheid dat er tijdens graafwerkzaamheden toch losse sporen en vondsten worden aangetroffen. Op grond van artikel 5.10 van de Erfgoedwet 2024 dient zo spoedig mogelijk melding te worden gemaakt van de vondst bij de gemeente, provincie of de Rijksdienst voor het Cultureel Erfgoed.&lt;/p&gt;&lt;p&gt;
Over de bevindingen en aanbevelingen uit dit onderzoek dient contact opgenomen te worden met de bevoegde overheid, in dit geval de gemeente Kampen.&lt;/p&gt;
DOI: 10.25574/cdc.550
title: Chandra X-ray Observatory Chandra Data Collection for request #550

description: Chandra Data Collection for request #550
DOI: 10.20350/digitalcsic/18086
title: Supplementary Data Complex interplay between the microalgae and their microbiome in production raceways [Dataset]

description: Los datos brutos de secuenciación se han depositado en el Archivo Europeo de Nucleótidos (ENA) con los números de acceso del proyecto: PRJEB84988, PRJEB84989, PRJEB84448 y PRJEB84452
description: Los reactores de microalgas a gran escala albergan microbiomas muy diversos, de naturaleza dinámica y compleja. Nuestro análisis de redes de coocurrencia reveló las complejas interacciones potenciales entre las microalgas y los microorganismos asociados a ellas. Nuestro estudio destaca una comunidad bacteriana diversa dominada por alfa y gammaproteobacterias, bacteroides, cianobacterias y actinobacterias. Cabe destacar que Geminocystis, Thiocapsa, Ahniella y Bosea se asociaron con condiciones microbiómicas saludables, lo que potencialmente promovió el crecimiento de Desmodesmus armatus. Por el contrario, posibles patógenos bacterianos como Mycobacterium sp. y Flavobacterium se relacionaron con condiciones no favorables. Entre los eucariotas, los hongos mostraron asociaciones dinámicas y dependientes del contexto. Algunos mostraron una dinámica desfavorable constante. P. tribonemae y A. parallelum se identificaron por primera vez como posibles parásitos de D. armatus, mientras que A. desmodesmi, Aphelidiomycota sp., Rozellomycota sp. y Rhizophidium sp. se reafirmaron como perjudiciales. Es fundamental seguir investigando para confirmar estas interacciones y explorar su impacto en el cultivo de microalgas. Como se ha demostrado en este estudio, en el que se reveló la renovación de especies y la alta dinámica de la comunidad gracias a su frecuencia de muestreo de 2-3 días, el monitoreo de alta frecuencia del microbioma sigue siendo esencial para optimizar la producción de biomasa de microalgas. Por último, este estudio pretende servir de punto de partida para profundizar en la compleja interacción entre las microalgas y su microbioma
DOI: 10.15468/dl.f2xg9r
title: Occurrence Download

description: A dataset containing 32189 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oryctolagus cuniculus",
 "Year 2023-2023"
 ]
}

 The dataset includes 32189 records from 149 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022057-260208012135463/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/14858430
title: GENERATIVE ARTIFICIAL INTELLIGENCE CHATBOT.
DOI: 10.5281/zenodo.18661145
title: ACEM 10261 - supplementary data
DOI: 10.5281/zenodo.18661144
title: ACEM 10261 - supplementary data
DOI: 10.5281/zenodo.18661116
title: BENEFITS OF CROSS-DISCIPLINARY RESEARCH

description: The evolution of science spans centuries, embodying the emergence of a distinct scientific tradition. From its ancient origins through the medieval universities, science progressively shaped its core attributes: rationalism, empiricism, and belief in progress. In subsequent eras, it achieved remarkable breakthroughs across natural, technical, and social domains, securing a dominant role in the global scholarly landscape. Bioethics, as an interdisciplinary field, emerged in response to swift advancements in medicine and biology—including genetics, transplantation, and biotechnology. This unbroken trajectory of development and fusion with diverse traditions—central to its genetic and evolutionary dimension—continues to underscore its relevance in the contemporary world.
DOI: 10.6084/m9.figshare.31347259
title: Sweat lactate study data

description: Dataset for the study entitled "Continuous assessment of sweat rate–lactate content relationship during acetylcholine-induced sweating".
DOI: 10.6084/m9.figshare.31347259.v1
title: Sweat lactate study data

description: Dataset for the study entitled "Continuous assessment of sweat rate–lactate content relationship during acetylcholine-induced sweating".
DOI: 10.5281/zenodo.18661115
title: BENEFITS OF CROSS-DISCIPLINARY RESEARCH

description: The evolution of science spans centuries, embodying the emergence of a distinct scientific tradition. From its ancient origins through the medieval universities, science progressively shaped its core attributes: rationalism, empiricism, and belief in progress. In subsequent eras, it achieved remarkable breakthroughs across natural, technical, and social domains, securing a dominant role in the global scholarly landscape. Bioethics, as an interdisciplinary field, emerged in response to swift advancements in medicine and biology—including genetics, transplantation, and biotechnology. This unbroken trajectory of development and fusion with diverse traditions—central to its genetic and evolutionary dimension—continues to underscore its relevance in the contemporary world.
DOI: 10.15468/dl.6v3xxy
title: Occurrence Download

description: A dataset containing 35886 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Observation.org, Nature data from around the World",
 "TaxonKey is Erica tetralix"
 ]
}

 The dataset includes 35886 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022060-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gdnpca
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lecanora valesiaca",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022061-260208012135463/datasets/export for details.
DOI: 10.15468/dl.gs8w2u
title: Occurrence Download

description: A dataset containing 4125 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is FRA.11_1",
 "TaxonKey is Ambrosia"
 ]
}

 The dataset includes 4125 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022062-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wf65uc
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((10.46974 47.53187,2.72491 45.2623,-0.76026 41.75311,-5.21353 39.40053,-6.76249 31.36289,21.89335 27.99935,33.12334 30.3657,38.15747 31.85756,37.96385 38.04103,32.54248 39.69912,25.76576 43.18128,16.47197 48.9502,10.46974 47.53187))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Coryphellina rubrolineata"
 ]
}

 The dataset includes 29 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022063-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.2lptu3lq
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (14 records)
DOI: 10.15468/dl.tpg7fr
title: Occurrence Download

description: A dataset containing 55274 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hydroptila",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 55274 records from 284 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022013-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uhuk72
title: Occurrence Download

description: A dataset containing 8563058 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-20 -38,55 -38,55 38,-20 38,-20 -38))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Arthropoda"
 ]
}

 The dataset includes 8563058 records from 3266 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022008-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hjxhfv
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Boechera duriuscula"
 ]
}

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006029-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ep59jk
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudocurimata grandocule"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006031-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t32vje
title: Occurrence Download

description: A dataset containing 4561 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chromolaena odorata",
 "Country is Benin",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4561 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006032-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gssxjf
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Boechera elkoensis"
 ]
}

 The dataset includes 44 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006034-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vr3dv2
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Curimatus gilberti"
 ]
}

 The dataset includes 17 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006033-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ec5azs
title: Occurrence Download

description: A dataset containing 357 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cerastium capense"
 ]
}

 The dataset includes 357 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006035-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15872226
title: Gobekli Tepe Acoustic Quantum Resonance Hypothesis

description: This report explores the hypothesis that the circular T-stone enclosures of Göbekli Tepe may function as natural quantum-acoustic resonance chambers. A proposed backyard-scale experimental setup is described to test piezoelectric and vibrational response to low-frequency acoustic energy within stone circles. The model aims to investigate whether such configurations could amplify localized vacuum energy anomalies—possibly supporting future theoretical studies on micro-scale exotic matter or Casimir-like effects.

 

The experimental design is built around open-access tools, Arduino-based sensors, and locally sourced stones (e.g., quartz, basalt). All data will be published transparently and made available for replication.

 

This report is also part of a funding request for public science outreach and citizen-led experimentation on ancient acoustic structures and non-conventional physics exploration.
DOI: 10.5281/zenodo.15872225
title: Gobekli Tepe Acoustic Quantum Resonance Hypothesis

description: This report explores the hypothesis that the circular T-stone enclosures of Göbekli Tepe may function as natural quantum-acoustic resonance chambers. A proposed backyard-scale experimental setup is described to test piezoelectric and vibrational response to low-frequency acoustic energy within stone circles. The model aims to investigate whether such configurations could amplify localized vacuum energy anomalies—possibly supporting future theoretical studies on micro-scale exotic matter or Casimir-like effects.

 

The experimental design is built around open-access tools, Arduino-based sensors, and locally sourced stones (e.g., quartz, basalt). All data will be published transparently and made available for replication.

 

This report is also part of a funding request for public science outreach and citizen-led experimentation on ancient acoustic structures and non-conventional physics exploration.
DOI: 10.15468/dl.bb4pza
title: Occurrence Download

description: A dataset containing 933 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leucaena leucocephala",
 "Country is Benin",
 "HasCoordinate is true"
 ]
}

 The dataset includes 933 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006036-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uvngrg
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Curimatorbis albulus"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006037-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nr9vfq
title: Occurrence Download

description: A dataset containing 3102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mesosphaerum suaveolens",
 "Country is Benin",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3102 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006040-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5mgy64
title: Occurrence Download

description: A dataset containing 199168 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Falco mexicanus)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 199168 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006018-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4wwyuw
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Boechera evadens"
 ]
}

 The dataset includes 14 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006039-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ck22k
title: Occurrence Download

description: A dataset containing 151 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Geometry POLYGON((108.3 29,116.2 29,116.2 33.5,108.3 33.5,108.3 29))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "VerbatimScientificName is Acer"
 ]
}

 The dataset includes 151 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006041-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cbyd7v
title: Occurrence Download

description: A dataset containing 17319 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cerastium cerastoides"
 ]
}

 The dataset includes 17319 records from 242 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006038-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ytgehf
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudocurimata gilberti"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006042-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.