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

description: A dataset containing 2332 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 6.55778901967322",
 "DecimalLongitude is less than 6.56084857285762",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 2332 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044793-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.31937
title: A Systematic Literature Review: Business Intelligence in Civil Construction
title: A Systematic Literature Review: Business Intelligence in Civil Construction

description: Business Intelligence (BI) encompasses methods and technologies for collecting, organizing, and analyzing data to support decision-making. This study presents a systematic literature review on the application of BI tools in organizations. The review followed the PRISMA guidelines and was complemented by the snowball sampling technique.
description: Business Intelligence (BI) encompasses methods and technologies for collecting, organizing, and analyzing data to support decision-making. This study presents a systematic literature review on the application of BI tools in organizations. The review followed the PRISMA guidelines and was complemented by the snowball sampling technique.
DOI: 10.57760/sciencedb.31925
title: Streptococcus anginosus promotes hepatocellular carcinoma progression and BET inhibitor resistance by inducing BRD4 lactylation
title: 链球菌溶血素诱导BRD4乳酸化通过促进肝细胞癌进展和贝塔抑制剂耐药性

description: Hepatocellular carcinoma (HCC) is a highly aggressive form of carcinoma with a poor prognosis. Diagnostic markers and potential therapeutic targets for HCC are urgently needed. Here, we demonstrate that fecal microbiota transplantation (FMT) using stool sa mples from HCC patients significantly promote the growth of patient-derived xenografts (PDXs). 16s-rRNA sequencing combined with qPCR reveal that Streptococcus anginosus (S. anginosus) is enriched in the stool samples of HCC patients and HCC-FMT mice. S. anginosus monocolonization recapitulates the tumor-promoting effects of HCC-FMT in germ-free (GF) mice. Mechanistically, S. anginosus plays a critical role in regulating the downstream pathways of BRD4 via its metabolites, thereby promoting the activation of oncogenic Myc and E2F signaling pathways, HCC progression and BET inhibitor (BETi) resistance. S. anginosus-derived lactate promotes BRD4 lactylation at the K317 site via AARS1, thereby inhibiting BRD4 ubiquitination and degradation. Notably, blockade of the S. anginosus-BRD4 lactylation axis improves the BETi responsiveness in both syngeneic mouse models and PDXs. Overall, our study highlights the oncogenic role of the S. anginosus-BRD4 signaling in the gut-liver axis and suggests its potential as a non-invasive biomarker and therapeutic target for HCC.
description: Hepatocellular carcinoma (HCC) is a highly aggressive form of carcinoma with a poor prognosis. Diagnostic markers and potential therapeutic targets for HCC are urgently needed. Here, we demonstrate that fecal microbiota transplantation (FMT) using stool sa mples from HCC patients significantly promote the growth of patient-derived xenografts (PDXs). 16s-rRNA sequencing combined with qPCR reveal that Streptococcus anginosus (S. anginosus) is enriched in the stool samples of HCC patients and HCC-FMT mice. S. anginosus monocolonization recapitulates the tumor-promoting effects of HCC-FMT in germ-free (GF) mice. Mechanistically, S. anginosus plays a critical role in regulating the downstream pathways of BRD4 via its metabolites, thereby promoting the activation of oncogenic Myc and E2F signaling pathways, HCC progression and BET inhibitor (BETi) resistance. S. anginosus-derived lactate promotes BRD4 lactylation at the K317 site via AARS1, thereby inhibiting BRD4 ubiquitination and degradation. Notably, blockade of the S. anginosus-BRD4 lactylation axis improves the BETi responsiveness in both syngeneic mouse models and PDXs. Overall, our study highlights the oncogenic role of the S. anginosus-BRD4 signaling in the gut-liver axis and suggests its potential as a non-invasive biomarker and therapeutic target for HCC.
DOI: 10.17632/y2d5pcyrzz.2
title: Dataset for Sentiment and Named Entity Analysis in Uzbek Texts

description: This dataset contains 15,000 synthetically generated Uzbek-language sentences annotated for sentiment (positive, neutral, negative) and named entities of three categories: PER (person), ORG (organization), and LOC (location).
It consists of two complementary subsets:

Hybrid Synthetic Corpus (12,000 sentences) – generated using templates, lexical polarity dictionaries, NER gazetteers, and controlled sentiment balancing.

Manual-Style Synthetic Corpus (3,000 sentences) – generated using short natural-style patterns with higher emoji frequency to model conversational usage.

Both subsets were created as part of the research project “Development of a hybrid model for sentiment and NER in the Uzbek language” (Saidov & Barakhnin, 2025, Vestnik SibSUTIS).

Data Structure

Each record contains the following fields:

id – unique identifier

text – Uzbek sentence

sentiment – {positive, neutral, negative}

entities – JSON list of named entities

entity_type – JSON list of labels (PER, ORG, LOC)

polarity_score – averaged token-level polarity

polarity_source – lexicon used for polarity computation

token_count – number of tokens

emojis – JSON list of emojis appearing in the sentence

Emoji Coverage

Hybrid corpus: ~30% of sentences contain emojis

Manual-style corpus: ~39% emoji presence

Emojis were further classified into positive, negative, and neutral emotional groups.

Named Entity Coverage

Named entity substitution was performed using curated lists:

15,000+ Uzbek personal names (PER)

700+ geographic names (LOC)

500+ organizations (ORG)

All lists were manually validated to remove noise and ensure correctness.

Sentiment Annotation

Sentiment labels were produced by combining:

a lexical polarity dictionary,

rule-based modifiers (negation, intensifiers),

controlled class balancing for each corpus.

A subset of 300 sentences was manually inspected to verify annotation consistency.

Format and Standards

The dataset is provided in both CSV and XLSX formats, encoded in UTF-8.
It fully complies with the FAIR Data Principles:

Findable – structured fields, clear schema

Accessible – open access under CC BY 4.0

Interoperable – JSON field formatting, standard tokenization

Reusable – complete documentation, reproducible generation scripts

All materials are distributed under the Creative Commons Attribution (CC BY 4.0) license.
DOI: 10.57760/sciencedb.31911
title: Pattern and driving factors of China's zoogeographical division: Analysis based on terrestrial vertebrates
title: Pattern and driving factors of China's zoogeographical division: Analysis based on terrestrial vertebrates

description: shp document of BGU and China's zoogeographical division; data of species-level distribution data of terrestrial vertebrates regarding BGU and formation of zoogeographical Subrealms and Regions and their respective boundaries
description: shp document of BGU and China's zoogeographical division; data of species-level distribution data of terrestrial vertebrates regarding BGU and formation of zoogeographical Subrealms and Regions and their respective boundaries
DOI: 10.57760/sciencedb.16930
title: A Deep Learning Benchmark Dataset for Cropland Parcel Boundary Extraction from Multi-Source Optical Remote Sensing Imagery
title: 多源遥感耕地地块AI数据集

description: We provide a standardized dataset of diversified parcel labels based on multi-source remote sensing imagery. The parcels included in this dataset are sourced from four countries: the Netherlands, Denmark, Spain, and China, encompassing over 140,000 cropland parcel. The average parcel size across different study areas ranges from 0.05 hectares to 10 hectares. 
description: We provide a standardized dataset of diversified parcel labels based on multi-source remote sensing imagery. The parcels included in this dataset are sourced from four countries: the Netherlands, Denmark, Spain, and China, encompassing over 140,000 cropland parcel. The average parcel size across different study areas ranges from 0.05 hectares to 10 hectares.
DOI: 10.57760/sciencedb.31891
title: Panel Data on Urban Agglomeration and Cities' Network Positions in China, 2011-2021
title: Panel Data on Urban Agglomeration and Cities' Network Positions in China, 2011-2021

description: This dataset compiles panel data on patent co-applications among 300 prefecture-level cities in China from 2011 to 2021. For each year, a relational matrix is constructed in which cities serve as nodes and co-application ties form the edges of the innovation collaboration network. Based on these matrices, ego-network degree centrality is calculated using UCINET to measure cities’ relative positions within the innovation network. The dataset also includes a policy variable indicating the implementation of national-level urban agglomeration plans, an instrumental variable capturing whether a city was connected to the railway network in 1933, and a set of socioeconomic control variables. Data sources include the patent database of the China National Intellectual Property Administration (CNIPA), national urban agglomeration planning documents issued by China’s State Council, the China Railway Directory (1933), History of Transportation in China, and the China City Statistical Yearbook. The dataset supports research on urban innovation networks, spatial policy evaluation, and urban agglomeration development.
description: This dataset compiles panel data on patent co-applications among 300 prefecture-level cities in China from 2011 to 2021. For each year, a relational matrix is constructed in which cities serve as nodes and co-application ties form the edges of the innovation collaboration network. Based on these matrices, ego-network degree centrality is calculated using UCINET to measure cities’ relative positions within the innovation network. The dataset also includes a policy variable indicating the implementation of national-level urban agglomeration plans, an instrumental variable capturing whether a city was connected to the railway network in 1933, and a set of socioeconomic control variables. Data sources include the patent database of the China National Intellectual Property Administration (CNIPA), national urban agglomeration planning documents issued by China’s State Council, the China Railway Directory (1933), History of Transportation in China, and the China City Statistical Yearbook. The dataset supports research on urban innovation networks, spatial policy evaluation, and urban agglomeration development.
DOI: 10.15468/dl.ugfmuf
title: Occurrence Download

description: A dataset containing 591549 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "OccurrenceStatus is Present",
 "TaxonKey is Impatiens glandulifera"
 ]
}

 The dataset includes 591549 records from 876 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044748-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/28a-jk8-gds
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q21-l0j-wre
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e72-asr-res
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sfs-6s3-0b7
title: Nummulitidae Blainville, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/76w-vlm-czt
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cx3-6bp-z31
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gnx-7c9-kcg
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z77-das-az2
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1ep-17s-0hm
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/94q-l1z-s3j
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3yy-3fd-zee
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wwh-pcp-dd3
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/67c-f2l-faj
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2cf-3dg-4t3
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l1g-rt8-rt9
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/am4-s70-8t3
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jmn-9p7-ex7
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0t6-dse-02y
title: Ostracoda Latreille, 1802

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/23d-5m2-c2n
title: †Nummulites planulatus (Lamarck, 1804)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wsd-q9f-0y9
title: Cytherella (Cytherella) Jones, 1849

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/aq0-c6r-zrm
title: †Pseudosiderolites vidali (Douvillé, 1907)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xmc-b70-jdp
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0fe-x9d-jes
title: †Pellatispira inflata Umbgrove, 1928

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q60-b6y-awk
title: †Eponides allianceae van Voorthuysen, 1969

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/byt-ggm-yfk
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vrw-3vh-xm7
title: Foraminifera d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fxy-hns-6gr
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0jn-18t-jww
title: Heterostegina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f7d-45h-px3
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/77c-cb4-1ns
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s87-f4g-tv8
title: Nummulitidae Blainville, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ecp-b4k-dwq
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kdj-3qa-17a
title: †Nephrolepidina morgani (Lemoine & R. Douvillé, 1904)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/stx-5f1-lsd
title: Nummulitidae Blainville, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3y8-b6a-f6z
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yl9-4wq-qv3
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b61-zn3-aph
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fxv-qt0-7d2
title: Foraminifera d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vvg-pdx-h4l
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nxh-tll-1r0
title: Foraminifera d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zyx-j7b-9c5
title: Triloculina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1ms-8yp-zm1
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lj7-rda-baz
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.gjj7cf
title: Occurrence Download

description: A dataset listing the 126 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry MULTIPOLYGON(((-3.38252 37.09255,-3.38363 37.09329,-3.38431 37.09352,-3.3846 37.093,-3.38451 37.09273,-3.38365 37.09206,-3.38238 37.09207,-3.38248 37.09252,-3.38248 37.09252,-3.38252 37.09255)))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 126 records were derived from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011405-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23668/psycharchives.16229
title: Dataset for: Advancing Transparency and Reproducibility: Criteria for Documenting Research Synthesis Processes and Data

description: This study addresses the adaptation of research synthesis standards in social, educational, and psychological sciences. It emphasizes the need for comprehensive documentation and adherence to reporting guidelines and FAIR principles to ensure transparency, reproducibility, and data reuse. Existing guidelines like PRISMA and FAIR guide documentation but lack specifics on making methodological data accessible. The study aims to develop a set of criteria to document review processes and data, enhancing reproducibility in psychology and education. Using a sample of 100 systematic reviews within these disciplines, it evaluates the adherence to these criteria. The results will reveal the extent of documentation rigor, identify missing elements, and inform recommendations for improving research synthesis documentation. The study's findings will contribute to standardizing synthesis documentation, promoting transparency and collaboration in the scientific community.
DOI: 10.15468/dl.s9f7kb
title: Occurrence Download

description: A dataset containing 110558 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección Herbario Federico Medem Bogotá - FMB"
 ]
}

 The dataset includes 110558 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011406-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dd.b6ndc9
title: A call for global integration of data from multiple sources to improve the monitoring of non-native species: an example of small, low mobile and often neglected Crustacea (Tanaidacea: Tanaididae)

description: Records used in [paper](https://doi.org/10.1007/s10750-025-05853-x) (dn)
DOI: 10.15468/dl.rsh4n2
title: Occurrence Download

description: A dataset containing 2479 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Alopias vulpinus (Bonnaterre, 1788)"
 ]
}

 The dataset includes 2479 records from 161 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011412-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13139/olcf/2533549
title: High-Resolution Fire Weather Index Data for the Conterminous US (1980–2099), Version 1

description: This dataset presents a suite of high-resolution fire weather index datasets calculated from observation (gridMet, Livneh, Daymet V4), reanalysis (AgERA5), downscaled hydro-climate projections over the conterminous United States (CONUS) based on multiple selected Global Climate Models (GCMs) from the Coupled Model Intercomparison Project Phase 6 (CMIP6). Aside from the daily FWI datasets, we also include a set of FWI extreme indicators at annual, seasonal, and monthly scales, including 1) fwixx: maximum FWI; 2) fwisa: mean FWI. For annual fwisa, it refers to the season with the maximum seasonal average; 3) fwils: Length of fire season over a specified period, where fire season is defined as the days exceeding the median value of the normalized FWI during the reference period (1980-1984); 4) fwixd: Number of extreme fire weather days over a specified period, where extreme day is defined as the day with FWI &gt; the 95th percentile of the FWI during the reference period (1980-1984). All FWI datasets cover 1980-2020 baseline and the model simulated products including the downscaled products additionally include 2021-2099 near-future periods under the high-end (SSP585) emission scenario.