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

description: A dataset containing 609 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Xylosandrus crassiusculus Motschulsky, 1866, Solenopsis richteri Forel, 1909, Pheidole megacephala (Fabricius, 1793), Xylosandrus crassiusculus (Motschulsky) Daubree, 2016, Pulvinaria hydrangeae Steinweden, 1946, Platypus quercivorus Murayama, 1925, Xylosandrus crassiusculus Wood, 1982, Xylosandrus germanus C.H.Hoffmann, 1941, Uroleucon erigeronense (Thomas, 1878), Enaphalodes rufulus (Haldeman, 1847), Anoplophora glabripennis (Motschulsky, 1854), Linepithema humile (Mayr, 1868), Megachile sculpturalis Smith, 1853, Anoplophora glabripennis Breuning, 1961, Polygraphus proximus Blandford, 1894, Agrilus planipennis Waterhouse, 1889, Pulvinaria hydrangeae Ben-Dov, 1993, Draeculacephala minerva Ball, 1927, Wasmannia auropunctata (Roger, 1863), Corythucha arcuata (Say, 1832), Hermetia illucens (Linnaeus, 1758), Hyphantria cunea (Drury, 1773), Tapinoma melanocephalum (Fabricius, 1793), Vespa mandarinia Smith, 1852, Toumeyella parvicornis (Cockerell, 1897), Saperda candida Fabricius, 1787, Icerya purchasi Maskell, 1879, Dryocosmus kuriphilus Yasumatsu, 1951, Monomorium pharaonis (Linnaeus, 1758), Megaplatypus mutatus Bright & Skidmore, 2002, Gryon japonicum (Ashmead, 1904), Agrilus planipennis Fairmaire, 1888, Solenopsis invicta Buren, 1972, Rhyzobius lophanthae (Blaisdell, 1892), Macrosiphoniella sanborni (Gillette, 1908), Neomyzus circumflexus (Buckton, 1876), Xylosandrus mutilatus Wood & Bright, 1992, Ceratitis capitata (Wiedemann, 1824))",
 "Year is not null",
 "Year is one of (2020, 2021, 2022, 2023, 2024)",
 "HasCoordinate is TRUE",
 "DecimalLatitude is greater than or equal to 47.3024876979",
 "DecimalLatitude is less than or equal to 54.983104153",
 "DecimalLongitude is greater than or equal to 5.98865807458",
 "DecimalLongitude is less than or equal to 15.0169958839",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 609 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003265-250525065834625/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.30555929
title: <b>Global Vegetation Reversals under Climate Change</b>

description: Satellite observations have revealed significant changes in global terrestrial vegetation over the past four decades. However, the neglect of the interactions among influencing factors has sparked intense debates on the dynamics of vegetation at regional and global scales. This study systematically evaluated the spatiotemporal evolution of global vegetation dynamics (1982–2020) and their complex driving mechanisms by integrating five remote sensing-derived vegetation products with climate and socio-economic data.
DOI: 10.6084/m9.figshare.30555929.v1
title: <b>Global Vegetation Reversals under Climate Change</b>

description: Satellite observations have revealed significant changes in global terrestrial vegetation over the past four decades. However, the neglect of the interactions among influencing factors has sparked intense debates on the dynamics of vegetation at regional and global scales. This study systematically evaluated the spatiotemporal evolution of global vegetation dynamics (1982–2020) and their complex driving mechanisms by integrating five remote sensing-derived vegetation products with climate and socio-economic data.
DOI: 10.7910/dvn/bhw0d4
title: Banco de dados consolidado de metadados de normas dos Sistemas de Fiscalização Profissional Brasileiros (2020–2024)

description: Este conjunto de dados reúne metadados sobre a produção normativa de 19 Sistemas de Fiscalização Profissional (SFPs) brasileiros, no período de 2020 a 2024. As informações foram extraídas dos portais oficiais dos conselhos federais por meio de técnicas de web scraping e posterior padronização, compondo uma base exploratória sobre o estoque regulatório recente dessas entidades.

O banco consolida, para cada norma identificada, campos como: tipo de ato (por exemplo, resolução, portaria, decisão normativa), conselho emissor, número/ano, situação (em vigor, revogada, alterada etc.), ementa, link para o texto integral (quando disponível) e uma classificação em duas categorias principais: “Regulação Profissional” e “Administrativa”. A partir desses dados, é possível analisar volume, perfil e foco da produção normativa por conselho, bem como comparações entre sistemas.

O arquivo principal, BD_Consolidado.xlsx, está organizado em duas abas:

uma aba de resumo sintético, com a quantidade de normas por conselho e por classificação no período 2020–2024;

a aba “Dados_Consolidados”, que apresenta o detalhamento linha a linha das normas incluídas no recorte temporal.

O conjunto de dados foi concebido como insumo para pesquisas em regulação profissional, análise de impacto regulatório (AIR), transparência normativa e atualização do estoque regulatório, especialmente à luz das diretrizes estabelecidas pelo Decreto nº 10.411/2020 no contexto da Administração Pública brasileira.
DOI: 10.17605/osf.io/knzwe
title: Home-Based Virtual Reality for Upper Limb Stroke Rehabilitation: Supervised vs. Unsupervised Approaches – A Systematic Review with Meta-Analysis of Unsupervised Interventions

description: This systematic review and meta-analysis aims to evaluate the effectiveness of **unsupervised home-based virtual reality (VR)** interventions compared to **active home exercise programs** on upper limb functional recovery in adult stroke survivors (≥18 years). 

**Purpose**: 
Upper limb impairment affects 55–85% of stroke survivors and significantly limits activities of daily living. Home-based VR has been promoted as a cost-effective, accessible, and motivating rehabilitation tool to increase therapy dose post-discharge. However, existing evidence is conflicting, particularly when VR is compared to dose-matched active controls without therapist supervision. This review addresses a critical gap by focusing exclusively on **unsupervised** VR interventions to determine whether the technology itself confers additional benefit beyond structured exercise.

**Methods**: 
A comprehensive search was conducted in PubMed, Scopus, and Web of Science from inception to October 2025. Only randomized controlled trials (RCTs) involving home-based VR (with or without exergaming), adult stroke survivors, and quantitative upper limb outcomes (e.g., Fugl-Meyer Assessment–Upper Extremity, Action Research Arm Test) were included. Two independent reviewers performed study selection, data extraction, and risk of bias assessment using the Cochrane RoB 2 tool. A random-effects meta-analysis was conducted on homogeneous studies (n=2) using standardized mean difference (SMD). Heterogeneity was assessed with I², and certainty of evidence was rated using GRADE. A narrative synthesis was performed for clinically heterogeneous studies.

**Results (Completed Review)**: 
Seven RCTs (n=414 participants) were included. The meta-analysis of two large, homogeneous trials (n=291) showed no significant difference between unsupervised home-based VR and active home exercise (SMD = -0.06; 95% CI: -0.29 to 0.17; P = 0.62; I² = 0%). Narrative synthesis revealed positive effects in studies incorporating remote therapist supervision (telerehabilitation), but not in unsupervised settings. Risk of bias was high across all studies due to lack of blinding. GRADE certainty was rated **Very Low**.

**Expected/Observed Outcomes**: 
- No superiority of unsupervised home-based VR over active home exercise. 
- Therapist supervision appears to be a key determinant of efficacy, not the VR technology per se. 
- Future high-quality RCTs should compare supervised vs. unsupervised models and assess long-term adherence and cost-effectiveness.

**Registration Note**: 
This protocol was registered **retrospectively** in OSF Registries due to initial oversight as a novice researcher. A detailed a priori protocol was followed throughout to minimize bias. The full review has been completed and is under peer review.

**Keywords**: stroke, virtual reality, home-based rehabilitation, upper extremity, systematic review, meta-analysis
DOI: 10.6084/m9.figshare.30556007
title: De-identified dataset and R scripts for HLNS prognostic model in unresectable HCC

description: This dataset contains de-identified clinical variables and corresponding R scripts used for the development and validation of the HLNS prognostic model in unresectable hepatocellular carcinoma.
DOI: 10.6084/m9.figshare.30556007.v1
title: De-identified dataset and R scripts for HLNS prognostic model in unresectable HCC

description: This dataset contains de-identified clinical variables and corresponding R scripts used for the development and validation of the HLNS prognostic model in unresectable hepatocellular carcinoma.
DOI: 10.5281/zenodo.17523324
title: Dataset and code for the research article "Synchronized Eruptions on Io: Possible Evidence of Interconnected Subsurface Magma Reservoirs"

description: MATLAB code for the Markov-Chain MonteCarlo model in the research article

"Synchronized Eruptions on Io: Possible Evidence of Interconnected Subsurface Magma Reservoirs"

Data is included in MATLAB format.
DOI: 10.5281/zenodo.17523325
title: Dataset and code for the research article "Synchronized Eruptions on Io: Possible Evidence of Interconnected Subsurface Magma Reservoirs"

description: MATLAB code for the Markov-Chain MonteCarlo model in the research article

"Synchronized Eruptions on Io: Possible Evidence of Interconnected Subsurface Magma Reservoirs"

Data is included in MATLAB format.
DOI: 10.34740/kaggle/dsv/13637198
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.25921/ttd2-mn24
title: NOAA/WDS Paleoclimatology - Mundo fire data from Ruka Choroy - IMPD ARRUK001

description: This archived Paleoclimatology Study is available from the NOAA National Centers for Environmental Information (NCEI), under the World Data Service (WDS) for Paleoclimatology. The associated NCEI study type is Fire. The data include parameters of fire history (fire scar dates) with a geographic location of Argentina. The time period coverage is from 318 to -56 in calendar years before present (BP). See metadata information for parameter and study location details. Please cite this study when using the data.
DOI: 10.25921/t5q7-ep26
title: NOAA/WDS Paleoclimatology - Mundo fire data from Remeco - IMPD ARREM001

description: This archived Paleoclimatology Study is available from the NOAA National Centers for Environmental Information (NCEI), under the World Data Service (WDS) for Paleoclimatology. The associated NCEI study type is Fire. The data include parameters of fire history|tree ring with a geographic location of Argentina. The time period coverage is from 177 to -57 in calendar years before present (BP). See metadata information for parameter and study location details. Please cite this study when using the data.
DOI: 10.25921/3mfe-de15
title: NOAA/WDS Paleoclimatology - Mundo fire data from Rahue - IMPD ARRAH201

description: This archived Paleoclimatology Study is available from the NOAA National Centers for Environmental Information (NCEI), under the World Data Service (WDS) for Paleoclimatology. The associated NCEI study type is Fire. The data include parameters of fire history|tree ring with a geographic location of Argentina. The time period coverage is from 215 to -57 in calendar years before present (BP). See metadata information for parameter and study location details. Please cite this study when using the data.
DOI: 10.25921/3pa1-1q30
title: NOAA/WDS Paleoclimatology - Mundo fire data from Pinalada Redonda - IMPD ARPIN001

description: This archived Paleoclimatology Study is available from the NOAA National Centers for Environmental Information (NCEI), under the World Data Service (WDS) for Paleoclimatology. The associated NCEI study type is Fire. The data include parameters of fire history|tree ring with a geographic location of Argentina. The time period coverage is from 185 to -56 in calendar years before present (BP). See metadata information for parameter and study location details. Please cite this study when using the data.
DOI: 10.25921/kavq-xr49
title: NOAA/WDS Paleoclimatology - Mundo fire data from Paso del Arco - IMPD ARPAR001

description: This archived Paleoclimatology Study is available from the NOAA National Centers for Environmental Information (NCEI), under the World Data Service (WDS) for Paleoclimatology. The associated NCEI study type is Fire. The data include parameters of fire history|tree ring with a geographic location of Argentina. The time period coverage is from 416 to -57 in calendar years before present (BP). See metadata information for parameter and study location details. Please cite this study when using the data.
DOI: 10.25921/s9dt-3n08
title: NOAA/WDS Paleoclimatology - Mundo fire data from Paso Tromen - IMPD ARTRO201

description: This archived Paleoclimatology Study is available from the NOAA National Centers for Environmental Information (NCEI), under the World Data Service (WDS) for Paleoclimatology. The associated NCEI study type is Fire. The data include parameters of fire history|tree ring with a geographic location of Argentina. The time period coverage is from 190 to -56 in calendar years before present (BP). See metadata information for parameter and study location details. Please cite this study when using the data.
DOI: 10.25921/k9ke-q480
title: NOAA/WDS Paleoclimatology - Mundo fire data from Norquinco - IMPD ARNOR001

description: This archived Paleoclimatology Study is available from the NOAA National Centers for Environmental Information (NCEI), under the World Data Service (WDS) for Paleoclimatology. The associated NCEI study type is Fire. The data include parameters of fire history|tree ring with a geographic location of Neuquen, Argentina. The time period coverage is from 250 to -56 in calendar years before present (BP). See metadata information for parameter and study location details. Please cite this study when using the data.
DOI: 10.25921/x3f7-md69
title: NOAA/WDS Paleoclimatology - Mundo fire data from Nahuel Mapi - IMPD ARMAP001

description: This archived Paleoclimatology Study is available from the NOAA National Centers for Environmental Information (NCEI), under the World Data Service (WDS) for Paleoclimatology. The associated NCEI study type is Fire. The data include parameters of fire history|tree ring with a geographic location of Argentina. The time period coverage is from 509 to -56 in calendar years before present (BP). See metadata information for parameter and study location details. Please cite this study when using the data.
DOI: 10.25921/rv0p-2f29
title: NOAA/WDS Paleoclimatology - Mundo fire data from Minchén - IMPD ARMIN001

description: This archived Paleoclimatology Study is available from the NOAA National Centers for Environmental Information (NCEI), under the World Data Service (WDS) for Paleoclimatology. The associated NCEI study type is Fire. The data include parameters of fire history (fire scar dates) with a geographic location of Argentina. The time period coverage is from 250 to -56 in calendar years before present (BP). See metadata information for parameter and study location details. Please cite this study when using the data.
DOI: 10.17026/dans-x3j-3a4m
title: Nationaal Kiezersonderzoek, NKO 1971
title: Dutch parliamentary election study - DPES 1971

description: &lt;p&gt;This is the first of the series of National Election Studies. The study was designed as a two wave panel study: the first wave was carried out during the campaign, the two months preceding the election day, april 28, 1971. The second wave was conducted after the election. Data from these waves were combined into one SPSS-file. Exposure to mass-media / opinion on leadership / evaluation of local national government / most important local, national world problems / sense of political efficacy / political interest / attitude to democracy, political freedom of speech, egalitarian attitude / democratic attitude / perception of political party / position on government interference regarding inflation / pollution / opinions on voting decision-making / opinion on party policy and coalition formation coalition preferences / political partisanship / attitude to change and perception of parties / attitude to change voting, motivations / political participation / attitude to common market ( European Community ) / political satisfaction / perception of welfare and welfare policy by government and political parties / perception of educational possibilities / experienced and educational policy by government and political parties / housing need / inflation / pollution / attitude to aid to developing countries / perception of government spending / liberals versus labour in government versus own preferences / perception of social conflicts ( antagonism ) between groups, categories / misanthropy / attitude to pillarization - compartmentalization / relation politics, religion / sense of political efficacy / opinions on issues of reform of political system / internationalism / cosmopolitanism / evaluation of common market / perception of political situation in Holland, United States, Soviet Union ( civil rights and liberties ) / tendency to take political actions / perception of efficacy of certain actions / actually taken such action / tolerance regarding political activism / demonstrations / strikes and police action/attitude to law and order / perception and norms regarding political power / structure attitude to NATO and foreign policy, international cooperation, social problems. Background variables: basic characteristics/ place of birth/ residence/ housing situation/ household characteristics/ place of work/ occupation/employment/ income/capital assets/ education/ social class/ politics/ religion/ readership, mass media, and 'cultural' exposure/ organizational membership&lt;/p&gt;
description: Date Submitted: 1973-01-01
DOI: 10.5281/zenodo.17543590
title: Non-Catalytic Hydrolysis of Epoxidized Castor Oil: A Sustainable Route to Diol-Rich Polyols and Recyclable Polyboronates

description: RAW_data.xlsx file includes numer data of:



1H NMR spectra of epoxidised castor oil (ECO)

1H NMR spectra of hydroxylated ECO (HCO)

GPC of HCO in DCM obtained uner various conditions

GC-MS of HCO methyl esters

DSC of HCO

1H NMR titration of HCO with phenylboronic acid

11B NMR titration of HCO with phenylboronic acid

DSC of polymers preprared form HCO and 1,4-phenyelnediboronic acid

TGA of polymers preprared form HCO and 1,4-phenyelnediboronic acid

DMTA of the polymer preprared form HCO and 1,4-phenyelnediboronic acid stiochiometric mixture

Frequency Swee Test of the polymer preprared form HCO and 1,4-phenyelnediboronic acid stiochiometric mixture at various temperature

Strees Relaxation for the polymer preprared form HCO and 1,4-phenyelnediboronic acid stiochiometric mixture at various temperature

Tensile test of polymers preprared form HCO and 1,4-phenyelnediboronic acid

1C Invgated spectra of methyl 9,10,12-trihydroxyoctradecanoate and hydroxylated methyl 9,10-epoxy-12-hydroxy-octadecanoate


2475286.cif file includes XRD data of  methyl 9,10,12-trihydroxyoctradecanoate
DOI: 10.5281/zenodo.17543591
title: Non-Catalytic Hydrolysis of Epoxidized Castor Oil: A Sustainable Route to Diol-Rich Polyols and Recyclable Polyboronates

description: RAW_data.xlsx file includes numer data of:



1H NMR spectra of epoxidised castor oil (ECO)

1H NMR spectra of hydroxylated ECO (HCO)

GPC of HCO in DCM obtained uner various conditions

GC-MS of HCO methyl esters

DSC of HCO

1H NMR titration of HCO with phenylboronic acid

11B NMR titration of HCO with phenylboronic acid

DSC of polymers preprared form HCO and 1,4-phenyelnediboronic acid

TGA of polymers preprared form HCO and 1,4-phenyelnediboronic acid

DMTA of the polymer preprared form HCO and 1,4-phenyelnediboronic acid stiochiometric mixture

Frequency Swee Test of the polymer preprared form HCO and 1,4-phenyelnediboronic acid stiochiometric mixture at various temperature

Strees Relaxation for the polymer preprared form HCO and 1,4-phenyelnediboronic acid stiochiometric mixture at various temperature

Tensile test of polymers preprared form HCO and 1,4-phenyelnediboronic acid

1C Invgated spectra of methyl 9,10,12-trihydroxyoctradecanoate and hydroxylated methyl 9,10-epoxy-12-hydroxy-octadecanoate


2475286.cif file includes XRD data of  methyl 9,10,12-trihydroxyoctradecanoate
DOI: 10.5281/zenodo.17543690
title: SAFE_WP2_T2.3_TEBRIO_MealwormTrial_DW_WC_2

description: Zootechnical data from laboratory nutritional trial testing duckweed and watercress as mealwrom larvae feed ingredients at 5% and 10% inclusion rates.
DOI: 10.5281/zenodo.17543691
title: SAFE_WP2_T2.3_TEBRIO_MealwormTrial_DW_WC_2

description: Zootechnical data from laboratory nutritional trial testing duckweed and watercress as mealwrom larvae feed ingredients at 5% and 10% inclusion rates.
DOI: 10.5281/zenodo.17305976
title: Data for "Aerobic Microbial Respiration Kinetics at Low Oxygen Concentration"

description: The data file shows data on respiration kinetics of Escherichia coli, Ruegeria pomeroyi, and Saccharomyces cerevisiae that measured by incubation-based experiments.
DOI: 10.5281/zenodo.17305977
title: Data for "Aerobic Microbial Respiration Kinetics at Low Oxygen Concentration"

description: The data file shows data on respiration kinetics of Escherichia coli, Ruegeria pomeroyi, and Saccharomyces cerevisiae that measured by incubation-based experiments.
DOI: 10.21227/0svj-e338
title: "2,500 Cycle Single Cell Battery Aging Dataset"

description: "This dataset comprises 2,500 charge\u2013discharge cycles of a single cell recorded on a Neware BTS4000 cycler, exported as an Excel workbook with 296,459 time\u2011step rows across five sheets. Each row contains program step labels (e.g., CC_Chg, CC_DChg, Rest), current (Cur(mA)), voltage (Voltage(V)), step\u2011accumulated capacity (CapaCity(mAh)), energy (Energy(mWh)), and timestamps. Across all cycles, voltage and current span 1.2884\u20132.7511\u202fV and \u2212999.6 to +999.6\u202fmA, respectively. A cycle\u2011level aggregation shows discharge capacity decreasing from 1213.39\u202fmAh (Cycle\u202f1) to 574.90\u202fmAh (Cycle\u202f2501), a 52.62\u202f% loss, with the conventional 80\u202f% SOH threshold reached at Cycle\u202f519. The acquisition period runs from 2020\u201103\u201113 14:35:05 to 2020\u201109\u201129 13:41:02, with a typical logging interval of 60\u202fs. To accelerate analysis, we provide (i) a consolidated CSV of the entire workbook and (ii) per\u2011cycle summary files containing discharge\/charge capacity, energy, coulombic efficiency, state\u2011of\u2011health, cycle duration, and basic electrical statistics. The dataset enables research on degradation modeling, RUL prediction, and time\u2011series forecasting, and is suitable for both physics\u2011informed and data\u2011driven approaches."
DOI: 10.15468/dl.w5y8be
title: Occurrence Download

description: A dataset containing 1862 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anaxyrus compactilis"
 ]
}

 The dataset includes 1862 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019967-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.