cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ef7ep8
title: Occurrence Download

description: A dataset containing 948 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "DatasetKey is one of (Especies vegetales asociadas a intervenciones de micrositios en la Reserva Forestal Thomas van der Hammen, Flora de las Reservas Distritales de Humedal de Bogotá, D.C., University of Amsterdam (NL) - Páramo vegetation research, Central Andean Cordillera - Colombia, University of Amsterdam (NL) - Páramo Vegetation Research, Rabanal, Guerrero and Villa de Leyva paramo complex, Colombia, Colección Herbario Federico Medem Bogotá - FMB, Caracterización de las plantas herbáceas de las microcuencas de Bogotá, D.C., Banco de semillas germinable en corredores multiestrato implementados en el proceso de restauración ecológica desde el año 2014 y de los pastizales aledaños en el Bosque Las Mercedes, Herbario Nacional Colombiano (COL), NMNH Extant Specimen Records (USNM, US))",
 "TaxonKey is Rumex L."
 ]
}

 The dataset includes 948 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009641-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14703646
title: Ozone and other key fields (2018-2024) over the northeastern and mid-Atlantic US modeled by WRF-Chem, relevant to the TOAR-II activity

description: This dataset includes input and output from a coupled regional modeling system (NASA-Unified Weather Research and Forecasting model with online Chemistry, WRF-Chem) over the northeastern and mid-Atlantic US during May-June-July (MJJ) of 2018, 2019, 2020, 2022, 2023, and 2024. 

Specifically:

1) "ModelGrid.nc" includes model grid definition, grouped grid-dominant land use/cover type and irrigation fraction information 

2) "ozone_YYYY_MM.nc" files include hourly surface ozone concentrations

3) "NO2_YYYY_MM.nc" files include daily daytime-average and 19UTC surface nitrogen dioxide concentrations

4) "flux_allyears.nc" includes cumulative stomatal ozone uptake and mean total Nr deposition for all years' MJJ

All data are stored in NetCDF files. This dataset has been used in an article "Reactive nitrogen in and around the northeastern and Mid-Atlantic US: sources, sinks, and connections with ozone" in "Atmospheric Chemistry and Physics" by Huang et al. (2025), and "The Expanding Satellite Observing System Assists with Assessing the Role of Agricultural Land as Receptors and Sources of Air Pollution", presented at the 2024 American Geophysical Union Annual Meeting in Washington, DC, USA.
DOI: 10.15468/dl.kf5p29
title: Occurrence Download

description: A dataset containing 8132837 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "Year 2015-2025"
 ]
}

 The dataset includes 8132837 records from 373 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009642-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gv7atf
title: Occurrence Download

description: A dataset containing 11734 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbario Enrique Forero de la Universidad de la Amazonia (HUAZ)"
 ]
}

 The dataset includes 11734 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009643-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/sgc7b6hc29.1
title: Visitors to Valley of Cats program of Three River Sources NP for Travel cost models

description: This data is a summary of visitors to the Valley of the cats program in Three river sources National Park in China. Variables include their origin countries, stay nights, airfares, visiting years and other information. The time span is from 2017-2023. This data can be used to estimate the value of the wildlife population and ecosystem.
DOI: 10.17632/6kxdwzpwsj.1
title: Diagenetic effects on uranium isotope fractionation in carbonate sediments from the South China Sea

description: These original data involve U isotope, C and O isotope, and Major and trace elements in the NK-1 and XK-1 cores from the South China Sea. Manuscript submitted to Geochimica et Cosmochimica Acta (August 2024)
DOI: 10.17632/kpxrhy5tj9.1
title: Geochemical Characteristics of Anthropogenic Carbonate and Implications for Reliable 14C Dating

description: Supplemental dataset of our study. The data includes carbon and oxygen isotopes, trace elements, radiocarbon dating, as well as XRD and FTIR spectral data.
DOI: 10.17632/tspgy83znb.1
title: Exploring the Role of Urban Morphology in Walkability: Space Syntax Analysis of Historical versus Modern Urban Forms

description: This dataset supports the study "Exploring the Role of Urban Morphology in Walkability: Space Syntax Analysis of Historical versus Modern Urban Forms." It includes spatial data, street network analyses, and walkability metrics derived from space syntax analysis. The data enables comparisons between historical and modern urban layouts in terms of connectivity, accessibility, and pedestrian movement patterns.
DOI: 10.17632/7vwj6cz972.1
title: Editing of core genes for strigolactone biosynthesis in tomato

description: The aim of this work was to generate CRISPR/Cas9 tomato knock-out lines for the SlD27 gene, as well as three other key genes involved in SL biosynthesis (SlCCD7, SlCCD8, SlMAX1), all within the same genetic background. The edited lines exhibited a marked reduction in SL content in root exudates, along with impaired broomrape seed germination. A comprehensive analysis of morphological, reproductive, and fruit-related traits revealed gene-specific effects on plant phenotype, including vegetative traits, fruit set, fruit development, and volatilome. The Sld27 lines, produced for the first time in this study, displayed a phenotype similar to the control non-edited plants, suggesting that the D27 gene holds promise as a breeding target for enhancing resistance to parasitic weeds in tomato. The dataset includes Sanger sequencing of PCR products generated by amplifying target sites and predicted off-target sites of (2) Sld27, (3) Slccd7, (3) Slccd8 and (2) Slmax1 biallelic homozygous lines. Sanger sequences of non-edited control plants (wild type, Wt) are also included. All the files are in ZTR format (Bonfield and Staden 2002)
DOI: 10.17632/bknxf92x8f.1
title: No-Touch Technique to Enhance Efficiency and Safety in Suturing with Limited Suture Length

description: Managing short suture ends presents challenges in needle control, knot tying, and efficiency while increasing the risk of needlestick injuries. The no-touch suturing technique optimizes needle handling using forceps for stabilization and the needle driver for suture manipulation, reducing direct hand-to-needle contact. This approach enhances precision, minimizes suture waste, and promotes safety.
DOI: 10.17632/f2nj4bzg8m.1
title: LINF_040016500

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/vd485gv29j.1
title: Data for the Miocene basaltic rocks from NE Asian continental margin

description: Table 1 Major (wt%) and trace elements (ppm) data for the Miocene basaltic rocks from NE Asian continental margin
Table 2 Whole rock Sr-Nd-Pb-Hf isotopic data of Miocene basaltic rocks from NE Asian continental margin
Table 3 Whole rock Zn-Mg isotopic data of Miocene basaltic rocks from NE Asian continental margin
DOI: 10.17632/yw6xcwh9md.1
title: Supporting Data for Icelandic Riverine Freshwater Distribution, Offshore Export, and Alongshelf Connectivity

description: This dataset contains the supporting data for figures in “Icelandic Riverine Freshwater Distribution, Offshore Export, and Alongshelf Connectivity,” a manuscript for Estuarine, Coastal and Shelf Science by Michael M. Whitney (affiliated with the University of Connecticut). This study simulates Iceland’s shelf and open-ocean waters to investigate riverine freshwater distributions and transports. Tracers are applied to determine flushing times and quantify exports to the open ocean relative to downshelf transports. Results have broader relevance to Iceland’s coastal ecosystems and transports on other continental shelves. The dataset includes MATLAB data files that contain all the output data presented in the corresponding figures within the manuscript. Details about variables and units are described within the figure captions and manuscript text. Modified model code, settings, and input files are included for the Regional Ocean Model System (ROMS) application. The FORTRAN code files have the modifications for tracers that allow for decay in deep waters. The manuscript contains complete descriptions of methods, analysis, and interpretation.

List of MATLAB data files:
Figure01_data.mat
Figure02_data.mat 
Figure03_data.mat 
Figure04_data.mat 
Figure05_data.mat 
Figure06_data.mat 
Figure07_data.mat 
Figure08_data.mat 

List of modified ROMS code files:
def_info.F
mod_scalars.F
read_phypar.F
step3d_t.F
wrt_info.F
ana_passive.h
ana_psource.h

List of ROMS settings and input files:
iceland.h
roms.in
boundary.nc
iceland_additional_rivers_LuvSrc.nc
iceland_grid_4km.nc
iceland_tideforcing_M2_NA_phase010119_000000GMT.nc
initial.nc
windforcing.nc
DOI: 10.17632/z2ncy69zy9.1
title: LINF_040015800

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/7f7kjjb8sb.1
title: Paleoenvironmental reconstitution of a coastal tropical peatland and its relationship with the Holocene sea level variation (SE Brazil)

description: Elemental and isotopic geochemistry data at regular intervals of an Organosol profile - Brazil.
DOI: 10.17632/hwzb398t8k.1
title: The Taklamakan Desert has shrunk over the last two decades

description: As a prominent Asian desert, the sandy environment of Taklamakan Desert plays a crucial role in shaping the regional climate and maintaining ecosystem stability. Previous studies have mainly relied on vegetation indices to monitor greening effects, indirectly revealing patterns of sandy distribution and desertification trends. Remote sensing monitoring of sandy land based on long-term imagery straightforwardly reflects the dynamics of Taklamakan Desert; however, there has been limited exploration. Therefore, focusing on the Taklamakan Desert-Oasis Transition Zone (TD-OTZ), this study used time-series (2003−2022) Landsat images to obtain the spatial information of sandy and explore its change characteristics.
DOI: 10.17632/k2sgc7kwv9.1
title: LINF_040016000

description: DNA repair protein RAD50; Leishmania infantum (strain JPCM5)
DOI: 10.17632/nwn9xr76b4.1
title: A Systematic Review of Theory of Capital in tourism

description: This dataset provides a comprehensive bibliometric analysis of the application of Pierre Bourdieu’s Theory of Capital in tourism research. It includes 1166 publications collected from Scopus and Web of Science, covering the period from 1989 to 2025. The dataset contains co-authorship networks, keyword co-occurrence analysis, institutional collaborations, and citation trends.
DOI: 10.17632/sgc7b6hc29.2
title: Visitors to Valley of Cats program of Three River Sources NP for Travel cost models

description: This data is a summary of visitors to the Valley of the cats program in Three river sources National Park in China. Variables include their origin countries, stay nights, airfares, visiting years and other information. The time span is from 2017-2023. This data can be used to estimate the value of the wildlife population and ecosystem.
DOI: 10.17632/wrxckrpfcj
title: Cortical Vessel Tracking with Infrared Thermography

description: Cortical vessel paths and temperatures for 13 patients across 30 seconds.

Vessel paths are described by a series of coordinates representing the x and y positions of each point across time.
Each coordinate has a corresponding vessel temperature which is measured in degrees Celsius.

Code used for segmenting the vessel midlines is also included (vsegment.m).
DOI: 10.17632/wrxckrpfcj.1
title: Cortical Vessel Tracking with Infrared Thermography

description: Cortical vessel paths and temperatures for 13 patients across 30 seconds.

Vessel paths are described by a series of coordinates representing the x and y positions of each point across time.
Each coordinate has a corresponding vessel temperature which is measured in degrees Celsius.

Code used for segmenting the vessel midlines is also included (vsegment.m).
DOI: 10.17632/ybh43wf43g
title: Generative latent diffusion language modeling yields anti-infective synthetic peptides

description: Dataset S1. Training set of AMPs from of AMPs from DRAMP 3.0, APD3 and DBAASP databases.
Dataset S2. Initial set of 50,000 AMP candidates
DOI: 10.17632/ybh43wf43g.1
title: Generative latent diffusion language modeling yields anti-infective synthetic peptides

description: Dataset S1. Training set of AMPs from of AMPs from DRAMP 3.0, APD3 and DBAASP databases.
Dataset S2. Initial set of 50,000 AMP candidates
DOI: 10.17632/ydpf5yf4zb.1
title: Original data for "Gas flow regimes and transition criteria in porous media"

description: The original data of gas flow experiments in porous media are provided in Excel, corresponding to the data processing in the paper "Gas flow regimes and transition criteria in porous media", for easy reference by readers.
DOI: 10.17632/z9f499kv9d.1
title: Dataset of "Effect of aerobic fitness on the validity of the Calera Research™ sensor to estimate core temperature during exercise"

description: Dataset of the paper "Effect of aerobic fitness on the validity of the Calera Research™ sensor to estimate core temperature during exercise" published in the Journal of Thermal Biology: https://doi.org/10.1016/j.jtherbio.2025.104067
DOI: 10.5281/zenodo.14791484
title: A replication package for the paper "Evaluating Large Language Models in Summarizing Developer Chat Conversations: A Linguistic Perspective"

description: The replication package includes:



GoldenSet: contains the best summaries of participants for each conversation and the corresponding LLM-generated summaries

LinguisticAnalysis_HumanGenerated: linguistic analysis results such as speech tags, entities, etc. for human-crafted summaries created (golden set)

LinguisticAnalysis_LLMGenerated: linguistic analysis results such as speech tags, entities, etc. for summaries generated by the large language models

Python script for running a linguistic analysis
DOI: 10.5281/zenodo.14791485
title: A replication package for the paper "Evaluating Large Language Models in Summarizing Developer Chat Conversations: A Linguistic Perspective"

description: The replication package includes:



GoldenSet: contains the best summaries of participants for each conversation and the corresponding LLM-generated summaries

LinguisticAnalysis_HumanGenerated: linguistic analysis results such as speech tags, entities, etc. for human-crafted summaries created (golden set)

LinguisticAnalysis_LLMGenerated: linguistic analysis results such as speech tags, entities, etc. for summaries generated by the large language models

Python script for running a linguistic analysis
DOI: 10.17632/2ywvxkgwtj.1
title: Data - From Algorithms to Adaptation: How Generative AI is Reshaping Personalized Learning in Higher Education

description: This systematic review followed the guidelines of the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) statement to ensure that the research process was transparent, comprehensive, and reproducible. By adhering to these standards, the review provided an accurate synthesis of current evidence regarding the benefits and challenges of using generative AI in personalized learning within higher education. Each methodological element was designed to strengthen the rigor and replicability of the study.
The PICO model (Population, Intervention, Comparison, Outcome) is widely used in systematic reviews within the health sciences to frame research questions and guide the review process. However, this model can be adapted to non-clinical disciplines, such as education, by using the PICo framework (Population, Interest, Context). The modified version reflects the unique characteristics of educational research, particularly in exploring interventions, learning outcomes, and contextual influences.
In this systematic review, the PICo framework has been applied to ensure the research question is specific, focused, and aligned with the review’s objectives. Below is an explanation of how each component of PICo has been defined and applied within this study:
Population (P): The population component in this review refers to groups directly affected using generative AI in personalized learning. Specifically, this includes students and educators in higher education institutions, such as universities and colleges. The focus on this population ensures that the review captures both the experiences of learners and the pedagogical implications for instructors.
Interest (I): The interest (or intervention) in this review is the use of generative AI in personalized learning environments. Generative AI encompasses technologies such as large language models, AI-powered tutoring systems, and adaptive learning platforms. By focusing on this specific technological innovation, the review aims to evaluate its potential to customize learning experiences, enhance student engagement, and support tailored teaching strategies.
Context (Co): The context component addresses the setting or environment in which the intervention occurs. For this review, the context is higher education, which includes universities, colleges, and other post-secondary institutions. The emphasis on this context allows the review to assess how generative AI operates within formal academic settings, considering factors such as institutional resources, curriculum design, and faculty-student interactions.
DOI: 10.17632/4b335kp4v4
title: CONTINUOUS AND DISRUPTIVE DENTAL GROWTH LINES ON MOSASAUROID REPTILES (SQUAMATA) FROM THE PARAÍBA BASIN (BRAZIL)

description: Measurements of teeth enamel thickness and spacing between growth lines in three specimens of mosasaur from Paraiba Basin, Brazil
DOI: 10.17632/4b335kp4v4.1
title: CONTINUOUS AND DISRUPTIVE DENTAL GROWTH LINES ON MOSASAUROID REPTILES (SQUAMATA) FROM THE PARAÍBA BASIN (BRAZIL)

description: Measurements of teeth enamel thickness and spacing between growth lines in three specimens of mosasaur from Paraiba Basin, Brazil
DOI: 10.17632/4zk559xkx2.1
title: LINF_040015700

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5) genome
DOI: 10.17632/6kxdwzpwsj.2
title: Diagenetic effects on uranium isotope fractionation in carbonate sediments from the South China Sea

description: These original data involve U isotope, C and O isotope, and Major and trace elements in the NK-1 and XK-1 cores from the South China Sea. Manuscript submitted to Geochimica et Cosmochimica Acta (August 2024)
DOI: 10.17632/g93vy79bz5.1
title: Industry-University-Research Collaboration and Corporate ESG Performance

description: This study focuses on A-share companies listed on the Shanghai and Shenzhen Stock Exchanges from 2009 to 2022, a period chosen because China began disclosing ESG ratings and related data in 2009. Data on IUR collaborations were sourced from the National Patent Office, while ESG performance data were obtained from the Bloomberg database. Additional financial data for listed companies were collected from the CSMAR and Wind databases.
To ensure data quality, the following firms were excluded from the initial sample: (1) firms with missing data, (2) special treatment companies , and (3) firms in the financial and insurance industries. After applying these filters, the final sample consisted of 10,035 firm-year observations. To mitigate the influence of outliers, continuous variables were winsorized at the 1% upper and lower levels.
DOI: 10.17632/gdgcvzwnrd
title: Wallumbilla agricultural catchment study 1982-2000 (Queensland, Australia)

description: A catchment study was established in 1983 on one of the major soil types (a brigalow brown clay) of the western Darling Downs. The objective of this 18 year duration study was to explore changes in soil water, catchment hydrology and water quality associated with different soil surface conditions i.e. tillage, stubble management, gypsum, roughness. The site was chosen to represent clay soils with high water holding capacity in the Maranoa region, where fallowing to store water for later crop growth is an essential risk management tool.
Rainfall, soil water, runoff, suspended sediment concentration, cover and all agronomic operations were monitored on four contour bay catchments. Different tillage practices and a pasture were used to create a range of soil cover and roughness conditions in order to explore functional relationships between land management, soil conditions, hydrology and water quality. This study aimed to compliment similar studies at Greenmount and Greenwood on the eastern Darling Downs.
This dataset provides benchmark data for further hydrologic and water quality studies.

Key findings
Daily runoff was determined strongly by soil water content which was strongly influenced by antecedent rainfall, water use and evaporation patterns. Surface cover and roughness had subtle influences on runoff, and a greater effect on suspended sediment concentrations. Runoff and suspended sediment movement was considerably lower under pasture than cropping.
Accumulation of soil water in fallows was inefficient, with fallow efficiencies ranging from -7 to 40% due to high evaporation and runoff losses. 
Runoff and sediment concentration were both inversely related to surface cover and total soil movement was greatly reduced by surface cover. Greater than 75% of the variance in soil movement from single events was explained by surface cover and peak runoff rate.
Differences in hydrology and water quality associated with different management (tillage) were more subtle than experienced on two similar sites on the eastern Darling Downs (Greenmount and Greenwood), mainly due to the lower levels of stubble available after winter crops due to the drier climate. Tillage (roughness) was equally influential as cover on runoff.