cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/lcbmoh
title: Number of scientific publications (peer-reviewed articles) published in academic journals

description: These indicators monitor scientific outcomes in the form of publications along innovation areas. The insights contained in them may help the understanding of societal challenges, contribute to the emergence of future technological or social innovations, or help to improve enabling conditions. We present the number of scientific peer-reviewed publications in the Web of Science database. Publications represent research activity in specific countries, which in turn makes entrepreneurial activities and investment more likely. Similar publication and investment patterns hint at the presence of learning networks between firms and universities. As we only track English-language publications in Web of Science indexed journals, some increases in publications may be due to the increased pressure to publish in such journals rather than to an actual increase in the productivity of a country’s researchers in the respective field. Countries that put a higher emphasis on publications in their native language may underperform according to these metrics. English-speaking countries or those where English is more dominant are likely to perform better with this metric.
DOI: 10.7910/dvn/vj94tk
title: A12_23056.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/277acf97-4794-449b-97da-75f135f31cd7'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/277acf97-4794-449b-97da-75f135f31cd7
DOI: 10.7910/dvn/vpantg
title: Replication Data for: Incoherent Strange Metal Sharply Bounded by a Critical Doping in Bi2212

description: This dataset contains all data presented in the paper "Incoherent Strange Metal Sharply Bounded by a Critical Doping in Bi2212".
DOI: 10.15468/dl.3vc9m8
title: Occurrence Download

description: A dataset containing 25708 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Puma concolor (Linnaeus, 1771)"
 ]
}

 The dataset includes 25708 records from 425 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010052-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18445338
title: LoRa Offshore Propagation Data - Meshtastic Drone Swarm

description: Experimental LoRa (Long Range) propagation data collected utilizing a small-scale swarm of Meshtastic-equipped small uncrewed aerial systems (sUAS) during flight operations near the Nassau Sound estuary. The data spans a coverage area originating from the Black Hammock Island shoreline extending over tidal waters, capturing signal performance metrics across variable altitudes with accompanying flight logs.
DOI: 10.5281/zenodo.18445339
title: LoRa Offshore Propagation Data - Meshtastic Drone Swarm

description: Experimental LoRa (Long Range) propagation data collected utilizing a small-scale swarm of Meshtastic-equipped small uncrewed aerial systems (sUAS) during flight operations near the Nassau Sound estuary. The data spans a coverage area originating from the Black Hammock Island shoreline extending over tidal waters, capturing signal performance metrics across variable altitudes with accompanying flight logs.
DOI: 10.34740/kaggle/dsv/14692304
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.kvyb7m
title: Occurrence Download

description: A dataset containing 9288950 records in GBIF matching the query:
SELECT 
 "gbifid", "taxonkey", "phylum", "class", "order", "eventdate", "datasetkey", "countrycode", "stateprovince", "decimallongitude", "decimallatitude" 
FROM occurrence 
WHERE 
 ("hasgeospatialissues" = 'false') AND 
 ("hascoordinate" = 'true') AND 
 ("occurrencestatus" = 'PRESENT') AND 
 NOT("basisofrecord" IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')) AND 
 ("decimallatitude" &gt;= -90) AND 
 ("decimallatitude" &lt; 30) AND 
 ("decimallongitude" &gt;= -86) AND 
 ("decimallongitude" &lt; -85) AND 
 ("year" &lt;= 2025)

 The dataset's 9288950 records were derived from 980 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003777-260129131611470/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/14690459
title: Parcel Peak 2025: Biometric Performance Audit
DOI: 10.6084/m9.figshare.30994432.v2
title: The Task Utility Gap in Human Mobility Modeling: Evidence from Environmental Exposure Assessment

description: Data and code for manuscript titled "The Task Utility Gap in Human Mobility Modeling: Evidence from Environmental Exposure Assessment"
DOI: 10.5281/zenodo.18445812
title: Raw data and supplemental information for "Microbial contact line pinning: how Bacillus subtilis reshapes salt precipitation and evaporation"

description: Experimental data and supplemental materials for "Microbial Contact Line Pinning: How Bacillus subtilis Reshapes Salt Precipitation and Evaporation". Available data and documents are listed below:



Supporting Information with Descriptions

Data Set S1. The cumulative evaporation measurement data presented in this study “ds01.csv”.

Movie S1. Evaporation progression of a 20 ppt NaCl solution droplet (control, no UD1022) recorded by optical microscopy (Treatment C-20ppt).

Movie S2. Evaporation progression of a 20 ppt NaCl solution droplet with UD1022 treatment recorded by optical microscopy (Treatment T-20ppt).

Movie S3. Evaporation progression in a sand-packed microchannel with 20 ppt NaCl solution (control, no UD1022) recorded by optical microscopy (Treatment C-20ppt).

Movie S4. Evaporation progressions in a sand-packed microchannel with 20 ppt NaCl solution and UD1022 treatment recorded by optical microscopy (Treatment T-20ppt).
DOI: 10.5281/zenodo.18331329
title: Raw data and supplemental information for "Microbial contact line pinning: how Bacillus subtilis reshapes salt precipitation and evaporation"

description: Experimental data and supplemental materials for "Microbial Contact Line Pinning: How Bacillus subtilis Reshapes Salt Precipitation and Evaporation". Available data and documents are listed below:



Supporting Information with Descriptions

Data Set S1. The cumulative evaporation measurement data presented in this study “ds01.csv”.

Movie S1. Evaporation progression of a 20 ppt NaCl solution droplet (control, no UD1022) recorded by optical microscopy (Treatment C-20ppt).

Movie S2. Evaporation progression of a 20 ppt NaCl solution droplet with UD1022 treatment recorded by optical microscopy (Treatment T-20ppt).

Movie S3. Evaporation progression in a sand-packed microchannel with 20 ppt NaCl solution (control, no UD1022) recorded by optical microscopy (Treatment C-20ppt).

Movie S4. Evaporation progressions in a sand-packed microchannel with 20 ppt NaCl solution and UD1022 treatment recorded by optical microscopy (Treatment T-20ppt).
DOI: 10.15468/dl.ssq2uv
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Cephus cinctus",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2026"
 ]
}

 The dataset includes 114 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003781-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bbymcb
title: Occurrence Download

description: A dataset containing 457 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Sitodiplosis mosellana",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2026"
 ]
}

 The dataset includes 457 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003782-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.36wkzk
title: Occurrence Download

description: A dataset containing 1638 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Poduromorpha",
 "Year 2011-2013",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Occurrence evidence, Observation)"
 ]
}

 The dataset includes 1638 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049748-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8tftc5
title: Occurrence Download

description: A dataset containing 7178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Metasequoia glyptostroboides"
 ]
}

 The dataset includes 7178 records from 371 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049744-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u9k8sb
title: Occurrence Download

description: A dataset containing 2608 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Poduromorpha",
 "Year 2005-2007",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Occurrence evidence, Observation)"
 ]
}

 The dataset includes 2608 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049747-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18406741
title: Ethanol Price Dataset

description: his dataset contains multivariate time series used to analyze and forecast ethanol price dynamics in Brazil within a sugarcane-based bioenergy system. The data integrate market, macroeconomic, policy-related, and biological feedstock variables to support predictive modeling and explainability analyses.

The dataset covers the period from May 2004 to November 2023, with a weekly temporal resolution. The target variable is the ethanol price, and explanatory variables include:





Biological feedstock indicators: sugarcane quality (TRS – Total Recoverable Sugars), harvest period




Energy market variables: gasoline prices, international petroleum prices




Macroeconomic variables: inflation rate, exchange rate




Policy-related variables: Brazilian VAT




Trade indicators: ethanol exports




Agricultural market variables: domestic and international sugar prices



All variables were obtained from publicly available official sources (e.g., national agricultural and energy agencies, economic databases, and commodity market reports). The dataset includes processed and standardized time series used for machine learning modeling, along with documentation describing each variable, its unit of measurement, source, and preprocessing steps.

This dataset supports research on bioenergy market dynamics, sustainability-related economic modeling, and explainable artificial intelligence applied to agricultural and energy systems.
DOI: 10.5281/zenodo.18406742
title: Ethanol Price Dataset

description: his dataset contains multivariate time series used to analyze and forecast ethanol price dynamics in Brazil within a sugarcane-based bioenergy system. The data integrate market, macroeconomic, policy-related, and biological feedstock variables to support predictive modeling and explainability analyses.

The dataset covers the period from May 2004 to November 2023, with a weekly temporal resolution. The target variable is the ethanol price, and explanatory variables include:





Biological feedstock indicators: sugarcane quality (TRS – Total Recoverable Sugars), harvest period




Energy market variables: gasoline prices, international petroleum prices




Macroeconomic variables: inflation rate, exchange rate




Policy-related variables: Brazilian VAT




Trade indicators: ethanol exports




Agricultural market variables: domestic and international sugar prices



All variables were obtained from publicly available official sources (e.g., national agricultural and energy agencies, economic databases, and commodity market reports). The dataset includes processed and standardized time series used for machine learning modeling, along with documentation describing each variable, its unit of measurement, source, and preprocessing steps.

This dataset supports research on bioenergy market dynamics, sustainability-related economic modeling, and explainable artificial intelligence applied to agricultural and energy systems.
DOI: 10.15468/dl.j7qspb
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Brachyhypopomus hamiltoni"
 ]
}

 The dataset includes 25 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004041-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.5x69p8dcp
title: Raw data from: A partially migratory salmonid diversifies and shifts its migratory life history during the transition from anadromous to adfluvial migration

description: Migration strategy requires complex life-history decisions, and how its
 variation can increase or decrease during migration to novel environments
 is fundamentally important for population persistence and adaptation for
 migratory animals. An anadromous form of red-spotted masu salmon exhibited
 almost only one sea migratory pattern probably due to high migration costs
 in its southernmost habitat range of anadromous salmonids. Contrary to
 this, we here found that the masu salmon have increased their migratory
 patterns when they migrate to freshwater lakes (i.e., adfluvial
 migration). Specifically, adfluvial migrants spent 1–3 years in lakes
 whereas anadromous migrants are known to spend only half a year at sea. In
 addition, adfluvial migrants returned to the river to reproduce after
 maturation (called, mature run), whereas all anadromous migrants did so
 before maturation (premature run). The diversification of the years of
 migration and the shift in return-migration timing were only found in deep
 lakes, where migrants can continue migrating in the favour of the cold
 water of lakes. The present study demonstrated that a migratory salmonid
 extensively diversified and shifted its migratory life history, often
 requiring complex adjustments in life history traits with a genetic basis,
 in novel environments.
description: Data for individual fish captured in lakes or rivers. All
 information, including ages and strontium isotopic ratio, are
 included.
description: # A partially migratory salmonid diversifies and shifts its migratory life
 history during the transition from anadromous migration to adfluvial
 migration **Description of the data** **Data S1: information for all
 individuals** no: Column number Year: Year surveyed date: Year/Month/Date
 surveyed Location: Study sites ID: ID for each specimen fork length (mm):
 Fork length of fish standard length (mm): Standard length of fish. NA = no
 data available sex: Sex of fish. NA = no data available riv_year: Age at
 migration. NA = no data available; unknown: the age could not be
 determined by scale analysis. mig_year: Year of migration. NA = no data
 available; unknown: the age could not be determined by scale analysis.
 **Sharing/Access information** Please contact the corresponding author
 (Takuya Sato:
 [tsato@ecology.kyoto-u.ac.jp](mailto:tsato@ecology.kyoto-u.ac.jp)) if you
 are interested in using the data.
DOI: 10.5061/dryad.0p2ngf28n
title: Data for: Altered Circadian Rhythm, Sleep, and Rhodopsin 7-Dependent Shade Preference During Diapause in Drosophila Melanogaster

description: To survive adverse environments, many animals enter a dormant state such
 as hibernation, dauer, or diapause. Various Drosophila species
 undergo adult reproductive diapause in response to cool
 temperatures and/or short day-length. While it is known that
 flies are less active during diapause, an in-depth understanding of
 diapause effects on circadian rhythms and sleep is lacking. Here
 we show that, in diapause-inducing conditions, Drosophila
 melanogaster exhibit altered circadian activity profiles,
 including a severely reduced morning activity peak and an
 advanced evening activity peak. Consequently, the flies have a
 single activity peak at a time similar to when non-diapausing
 flies have a siesta. Temperatures ≤15 °C, rather than short
 day-length, primarily drive the behavior. At cool temperatures,
 flies also rapidly enter a deep sleep state that lacks the sleep
 cycles of flies at higher temperatures and requires
 particularly high levels of stimulation for arousal. Furthermore,
 we show that at 18–25 °C, flies prefer to siesta in the shade, a
 preference that is virtually eliminated at 10 °C. Resting in the
 shade is driven by an aversion to blue light, sensed by rhodopsin 7 (Rh7)
 outside of the eyes. Flies at 10 ˚C show neuronal markers of
 elevated sleep pressure, including increased expression of
 Bruchpilot and elevated Ca2+ in the R5 ellipsoid body
 neurons. Therefore, sleep pressure might overcome blue light
 aversion. Thus at temperatures known to cause reproductive arrest,
 preserve germline stem cells, and extend lifespan, Drosophila
 melanogaster are prone to deep sleep and exhibit dramatically altered -
 yet rhythmic - daily activity patterns.
description: Refer to the linked manuscript ("Altered circadian rhythm,
 sleep, and rhodopsin 7-dependent shade preference during diapause in
 Drosophila melanogaster".
description: # Data for: Altered Circadian Rhythm, Sleep, and Rhodopsin 7-Dependent
 Shade Preference During Diapause in Drosophila Melanogaster
 [https://doi.org/10.5061/dryad.0p2ngf28n](https://doi.org/10.5061/dryad.0p2ngf28n) Enclosed are the source data for the article "Altered circadian rhythm, sleep, and rhodopsin 7-dependent shade preference during diapause in Drosophila melanogaster." Each figure has a separate .xlsx file, with the source data for each panel provided on a separate sheet (unless indicated otherwise). Due to the large array size in Figure 3d, we have included these data in a separate MATLAB file, "Figure_3d_StimSpeedTable.mat."  Image data associated with Figure 6 and SI Figure 4 are saved as .czi files, which are binned in zip files. The zip file names containing raw image data and their corresponding figures are as follows: * Figure 6a: Figure_6a.zip * Figure 6c: Figure_6c.zip * SI Figure 4 c and d: SI_Fig4_C_D.zip ## Code/Software GitHub repository: [https://github.com/Craig-Montell-Lab/Meyerhof-et-al.-2024-](https://github.com/Craig-Montell-Lab/Meyerhof-et-al.-2024-)
DOI: 10.5061/dryad.z8w9ghxn9
title: Plant growth forms determine root resource acquisition strategy along ‘fast-slow’ economics spectrum in a temperate forest community

description: While root acquisition strategies at regional and global scales are
 broadly associated with climate, soil resource availability, and plant
 phylogeny, there is additional variation in functional traits at the local
 scale that is substantial, yet remains poorly understood. We sampled 115
 species across five growth forms (trees, shrubs, lianas, herbs, and ferns)
 from a temperate forest and measured seven key functional traits of
 first-order roots. Most trait variations were greater among growth forms
 than within them. Root tissue density (RTD) and specific root length (SRL)
 showed the highest variation compared with other traits. Variance
 partitioning analysis revealing the growth form showed the largest
 explaining of RTD and SRL variations. Among the five growth forms, herbs
 had the thinnest root diameter, highest root nitrogen concentration, and
 longest SRL, as well as the lowest ratio of root carbon to nitrogen, while
 ferns exhibited the thickest cortex thickness and stele diameter. Compared
 with trees and shrubs, lianas had longer SRL and lower RTD. Importantly,
 species aggregated in root economics space separately by growth forms,
 illustrating consistent differences in soil resource strategies among
 growth forms from fast to slow acquisition. Discriminant function analysis
 (DFA) demonstrated the primary roles of RTD and SRL in separating
 different growth forms within the root economics space. Such diverse
 strategies among plant growth forms may allow species to avoid strong
 competition and promote species coexistence in a local forest community.
 These findings improve our understanding of the mechanisms underlying
 community assembly and stability from a below-ground perspective.
description: # Plant growth forms determine root resource acquisition strategy along
 ‘fast-slow’ economics spectrum in a temperate forest community The data
 that support the findings of this study, and includes the root
 morphological (root diameter, specific root length, root tissue density),
 anatomical (cortex thickness, stele diameter) and chemical traits (root
 nitrogen concentration, ratio of carbon to nitrogen) of 115 species.
 Abbreviations of the data: RD, root diameter (mm); SRL, specific root
 length (m g-1); RTD, root tissue density (g cm-3); RN, root nitrogen
 concentration (mg g-1); C/N, ratio of carbon to nitrogen; CT, cortex
 thickness (μm); SteleD, stele diameter (μm); group, growth forms; R code
 for analyzing phylogenetic signal, abouheif's test, pic, ppca, vpa,
 and permanova are provide in code.R