cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.25118738.v1
title: Estuarine carbon export_Reithmaier et al._figshare.xlsx

description: This dataset forms the basis for the findings presented in Reithmaier, G. M., Maher, D. T., Holloway, C., Correa, R. E., & Santos, I. R. (2024). Small wetland‐fringed estuaries deliver disproportionately large carbon loads to the ocean. <i>Limnology and Oceanography</i>.The dataset includes estuary name, season, date, latitude, longitude, salinity, pH, dissolved oxygen (DO), temperature, dissolved inorganic carbon (DIC), dissolved organic carbon (DOC), total alkalinity (TA), and pCO2. Out of the 713 samples collected during the 37 surveys, 307 represent original data while the remaining were published in different contexts. Partially published datasets were used in earlier greenhouse gas and carbon cycle investigations in Johnstone, Constant, and Fitzroy (Rosentreter et al. 2018); Caboolture (Adiyanti et al. 2016); Coffs, Boambee, Bonville, and Pine (Looman et al. 2019); Korogoro (Sadat-Noori et al. 2016); and Yarra (Santos et al. 2012).Rosentreter, J. A., D. Maher, D. Erler, R. Murray, and B. Eyre. 2018. Factors controlling seasonal CO<sub>2</sub> and CH<sub>4</sub> emissions in three tropical mangrove-dominated estuaries in Australia. Estuar. Coast. Shelf Sci. <b>215: </b>69-82. doi: 10.1016/j.ecss.2018.10.003Adiyanti, S., B. D. Eyre, D. T. Maher, I. Santos, L. Golsby-Smith, P. Mangion, and M. R. Hipsey. 2016. Stable isotopes reduce parameter uncertainty of an estuarine carbon cycling model. Environ. Model. Software <b>79: </b>233-255. doi: 10.1016/j.envsoft.2016.02.011Looman, A., I. R. Santos, D. R. Tait, J. Webb, C. Holloway, and D. T. Maher. 2019. Dissolved carbon, greenhouse gases, and δ<sup>13</sup>C dynamics in four estuaries across a land use gradient. Aquat. Sci. <b>81: </b>22. doi: 10.1007/s00027-018-0617-9Sadat-Noori, M., D. T. Maher, and I. R. Santos. 2016. Groundwater Discharge as a Source of Dissolved Carbon and Greenhouse Gases in a Subtropical Estuary. Estuaries and Coasts <b>39: </b>639-656. doi: 10.1007/s12237-015-0042-4Santos, I. R., P. L. Cook, L. Rogers, J. d. Weys, and B. D. Eyre. 2012a. The “salt wedge pump”: Convection‐driven pore‐water exchange as a source of dissolved organic and inorganic carbon and nitrogen to an estuary. Limnol. Oceanogr. <b>57: </b>1415-1426. doi: 10.4319/lo.2012.57.5.1415
DOI: 10.17632/5h526jk8j9
title: Problem data for Dynamic Pickup and Delivery Problem(DPDP)

description: This data is used for Dynamic Pickup and Delivery Problem(DPDP). 
Our data is modified the data of van Lon & Holvoet (2015).
The data has 3 sub-folders (Timely ratio, Dynamism, Rep).
 * Timely ratio: The ratio of each order type. Order can be divided into "timely order" and "within order". 'Within' aims to arrive at the delivery location until the requested arrival time, and 'Timely' aims to arrive at the delivery location at the exact requested arrival time to perform the delivery task. 
 * Dynamism: Affecting order arriving rate. Values closer to 0 indicate the time interval between adjacent orders is too small, while values closer to 1 represent a uniform distribution throughout the entire time period.
 * Rep: Replication
Each replication folder has 360 orders. The replication folder means one scenario. 
Each order is forms of ".json" and each factor means below:
 * currOrder: order information
 * vehicleList: vehicle information 
 * prevOrderList: previous recieved order list 
 * vehicleScheduleList: vehicle schedule list at the time of current order arriving 
 * vehicleLocation: vehicle location list at the time of current order arriving 
You just use "currOrder " with your research.
DOI: 10.17632/jnmjt3rnpz
title: Untargeted Analysis of the Serum Metabolome in Cats with Exocrine Pancreatic Insufficiency

description: Exocrine pancreatic insufficiency (EPI) is known to cause chronic digestive dysfunction in cats but its pathogenesis and pathophysiology are poorly understood. The purpose of this preliminary study was to use untargeted analysis of the serum metabolome to discover novel aspects of the pathobiology of EPI in cats. Serum samples were collected from 5 cats with EPI and 8 healthy controls. The diagnosis of EPI was confirmed via measurement of subnormal serum feline trypsin-like immunoreactivity (fTLI). Untargeted quantification of serum metabolites utilized ultra-high-performance liquid chromatography-tandem mass spectroscopy. Cats with EPI had significantly increased serum quantities of long-chain fatty acids, polyunsaturated fatty acids, mevalonate pathway intermediates, and endocannabinoids compared with healthy controls. Diacylglycerols, phosphatidylethanolamines, amino acid derivatives, and microbial metabolites were significantly decreased in cats with EPI compared to healthy controls. Diacyclglycerols and amino acid metabolites were positively correlated, and sphingolipids and long-chain fatty acids were negatively correlated with serum fTLI, respectively. These results suggest that EPI in cats is associated with increased lipolysis of peripheral adipose stores, dysfunction of the mevalonate pathway, and altered amino acid metabolism. Differences in microbial metabolites indicate that feline EPI is also associated with enteric microbial dysbiosis.
DOI: 10.17632/phfrrdfv3h
title: The role of social capital and social innovation in economic growth

description: Data for 147 countries consisting of social capital, social innovation, and economic growth variables
DOI: 10.17632/44hc7rbvns
title: Data for: Sources and sinks evaluation of PAHs in leaves of Cinnamomum camphora in megacity: from the perspective of land-use types

description: It is the data of "Sources and sinks evaluation of PAHs in leaves of Cinnamomum camphora in megacity: from the perspective of land-use types"
DOI: 10.17632/yxmz878wcx
title: PV Data Set

description: PV Data Set
DOI: 10.6084/m9.figshare.25215240.v1
title: Geometry Models for FSI/CFD analyses from Analysis of fibrocalcific aortic valve stenosis: computational pre-and-post TAVR hemodynamics behaviours

description: Geometrical model of highly calcified and fibrocalcific models for FSI/CFD analysis w/wo stent
DOI: 10.6084/m9.figshare.27136326.v1
title: Flood-induced soil chemical gradients explain Darwin's Naturalization Conundrum

description: Data supporting the study 'Flood-induced soil chemical gradients explain Darwin's Naturalization Conundrum' is uploaded. Data from 313 invaded plots in the Three Gorges Reservior Area has all the data collected from field surveys and calculations. This dataset contains soil conditions, CWM trait values for nonnative and native species assemblages, as well as habitat types, phylogenetic and functional indicators for each sample plot.
DOI: 10.17632/38bw3w3zk4
title: BRIEF HISTORICAL DEVELOPMENT OF AUTISM

description: Since its appearance in the field of developmental disorders, autism has gone through different stages and classification criteria; from being considered a type of childhood schizophrenia, to blurring the boundaries between the different types of autism to fit them into a whole spectrum, the Autism Spectrum Disorder (ASD).

Class notes on the development of autism from Bleuler to the latest classification according to the DSM V are presented.
DOI: 10.17632/ft5jtd8232
title: Cif files for: Structural analysis of imperfect Li2TiO3 crystals

description: Crystallographic information files for our structural analysis
DOI: 10.17632/v9p8pm3fd7
title: CRISPR array-mediated imaging of non-repetitive and multiplex genomic loci in living cells

description: Detailed images and statistics of genomic loci labeling using CRISPRdelight.
DOI: 10.6084/m9.figshare.3556692.v1
title: Appendix D. Chick feeding rate increases with age in both populations.

description: Chick feeding rate increases with age in both populations.
DOI: 10.17632/4nsszmjjss
title: Improvement of the thallium isotope redox proxy within suboxic to anoxic sediments

description: Compiled data on trace metal concentrations in sediments and porewaters, Fe speciation in sediments, and sedimentary authigenic and lithogenic thallium isotopes across various marginal settings from the California, Mexico, and Peru margins. These cover various bottom water oxygen contents and local geochemical indicators of redox to better constrain thallium isotopes in low oxygen systems. Data indicate perrenially anoxic sites preserve accurate seawater thallium compositions, while sites deemed suboxic (manganous to ferruginous based on porewater concentrations) have an offset isotopic value. Oxic sections record the most isotopically positive values due to presence of Mn oxides.
DOI: 10.17632/z5nb869fhh
title: Colaborações entre Governo Federal Brasileiro e Organização da Sociedade Civil de Interesse Público

description: Esse conjunto de dados tem o objetivo de analisar os valores financeiros transferidos pelo governo federal brasileiro às Organização da Sociedade Civil de Interesse Público (OSCIPs), no âmbito de colaborações formais. Esses dados viabilizam análises de recursos transferidos, objetos dos instrumentos (convênios, contratos, termos de parceria, termos de fomento etc), órgãos que transferem mais recursos etc.
DOI: 10.6084/m9.figshare.26469097.v1
title: <b>Predictors of Psychological Distress in Anticipation of Major Earthquakes: A Study of Istanbul Residents</b>

description: This study investigates the potential psychological impacts of a major earthquake on residents of Istanbul, focusing on predictors and correlates of post traumatic stress disorder, anxiety, depression, and well-being. Utilizing a cross-sectional survey design, data were collected from 814 participants using validated psychological scales. The findings reveal that higher income and education levels are associated with lower levels of psychological distress. Specifically, income demonstrated a positive correlation of +0.10 with well-being, while education showed a positive correlation of +0.14. Pre-existing psychiatric conditions and past traumatic experiences significantly predict higher levels of post traumatic stress disorder, anxiety, and depression, with psychiatric history showing a correlation of +0.48 with ICD-10 Symptom Ratings. Structural equation modeling further elucidates the complex relationships between these variables, revealing that higher income levels are associated with lower anxiety (coefficient = -0.15, p = 0.003) and that education positively influences well-being (coefficient = 0.20, p &lt; 0.001). The study underscores the necessity of integrating mental health services into disaster preparedness plans, fostering community-based support programs, and implementing resilience-building interventions. These comprehensive strategies are essential for enhancing the psychological resilience and well-being of Istanbul's population in anticipation of potential seismic threats. The insights gained from this research provide valuable guidance for policymakers and mental health professionals in developing effective interventions to support vulnerable populations in earthquake-prone regions.
DOI: 10.17632/6zrscrf3yv
title: REEDD-CR: Residential Electricity End-use Demand Dataset from Costa Rican households

description: Residential Electricity End-use Demand Dataset of Costa Rica (REEDD-CR) contains the results of monitoring 51 Costa Rican households. The data set includes the aggregated and branch circuit measurements for every home with a sample time of 1 min for at least an entire week. The measurements were distributed all across the country. In addition, based on these sub-measurements, REEDD-CR includes a dataset of 197 load signatures composed of seven consumption and demand features for eight high-consuming appliances: refrigerator, stove, dryer, lighting, water heating, air conditioning, microwave, and washing machine. The features included on each load signature are average power, peak power, average daily events, average daily energy, day-use factor, night-use factor, and time of use. The single-appliance measurements used to calculate these load signatures are also part of the dataset.
DOI: 10.17632/84ctgbs5mk
title: DRVN - Balance Sheet

description: Driven brands (DRVN) was last written up on VIC in September of 2023 just after its investor day and has been a vibrant thread since thanks to Nola18 and team. That write up does a phenomenal job walking through the various segments and their economics so we won’t rehash that here in full. We plan to focus on the catalyst path and thesis drivers over the next 18-36 months. DRVN is now at an inflection point over the next 18-36 months where the US car wash business has stabilized, management investment priorities have refocused on organic growth/integration, debt paydown and the crown jewel Take 5 segment is set to become 70%+ of total company EBITDA YE 2026. 

Trading at 8x NTM EBITDA, DRVN has the potential in a bull case to be assigned the compounder label and subsequent multiple (see YAVB interesting blog on this topic) over the next 18-36 months through steady organic growth and a simplification of its financial statements opening the Street’s eyes to Take 5’s underlying quality. DRVN is a $2.3B revenue, $550M EBITDA/$230M UFCF automotive services platform with a $2.6B market cap. Roark-backed, DRVN went public in January 2021 and treaded water, burning off its multiple until May 2023 when they announced the abrupt and unforeseen exit of then-CFO Tiffany Mason. Three months later they cut the EBITDA guide by 9% due to increasing competition in the car wash space causing the stock to fall 40% and de-rated to 12.5x EBITDA. One year later, shares fell another 20% after the 2nd CFO resignation in 12 months and the car wash and glass businesses continued to struggle.

We believe this opportunity exists due to 1) poor historic capital allocation, 2) PE-spaghetti rapid roll-up (and overhang – Roark still owns 60%+ of the company) with poor integration and 3) poor segment reporting creating a complex narrative and making tracking the crown jewel (Take 5 Oil Change) difficult. As a result, the Street has chosen to focus on the business they know best, car wash (15% of EBITDA and shrinking), largely thrown their hands up at the complex modeling, and deemed this management team as untrustworthy/bad. 

Our bet hinges on management refocusing on internal integration spurring organic growth and margin inflection after years of rapid acquisitions and potentially selling some or all of the struggling car wash business — in our view DRVN is a classic Good Co/Bad Co setup with abating complexity.

Maintenance (62% of adj. EBITDA) is made up of two businesses Meineke and Take 5 Oil Change. Meineke performs total aftermarket car care through its network of 775+ stores, is 100% franchised and did ~$40m in 2023 EBITDA with 0-3% SSS growth. Take 5 Oil Change is the hidden gem of the DRVN platform and made up almost 90% of maintenance segment EBITDA (~$285m) in 2023. Take 5 performs DIFM quick oil change & related maintenance services through its network of 1,007 stores. Take 5 is 66% franchised and grew LTM SSS ~6% (17% 2 year stack).
DOI: 10.6084/m9.figshare.4749892.v1
title: BRID_data.txt

description: Data to accompany:Levine et al. Evaluating a new method for reconstructing forest conditions from General Land Office survey records. Ecological Applications.
DOI: 10.15468/dl.ycqmzu
title: Occurrence Download

description: A dataset containing 18802 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "TaxonKey is Fulica atra Linnaeus, 1758"
 ]
}

 The dataset includes 18802 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001784-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.11570/25.0048
title: A Convolutional Neural Network based approach for detecting Solar System Objects in wide-field imaging
DOI: 10.15468/dl.22xgsw
title: Occurrence Download

description: A dataset containing 120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Oligodon chinensis",
 "Year 1970-2025"
 ]
}

 The dataset includes 120 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025719-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3pdjmp
title: Occurrence Download

description: A dataset containing 596 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cneoridium dumosum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 596 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006205-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a2q652
title: Occurrence Download

description: A dataset containing 19689312 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;= 42) AND 
 ("decimallatitude" &lt; 91) AND 
 ("decimallongitude" &gt;= -77) AND 
 ("decimallongitude" &lt; -76) AND 
 ("year" &lt;= 2025)

 The dataset's 19689312 records were derived from 754 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006190-260129131611470/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.28778915
title: <b>Measurements and model comparisons suggest that HONO may not be an important source of OH radicals below the forest canopy</b>

description: MOBCAT 2022 field campaign measurements.
DOI: 10.6084/m9.figshare.28778915.v4
title: <b>Measurements and model comparisons suggest that HONO may not be an important source of OH radicals below the forest canopy</b>

description: MOBCAT 2022 field campaign measurements.
DOI: 10.6084/m9.figshare.28778915.v3
title: <b>Measurements and model comparisons suggest that HONO may not be an important source of OH radicals below the forest canopy</b>

description: MOBCAT 2022 field campaign measurements.
DOI: 10.15468/dl.m75nda
title: Occurrence Download

description: A dataset containing 3016 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lantana velutina"
 ]
}

 The dataset includes 3016 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006207-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u5u5ad
title: Occurrence Download

description: A dataset containing 489 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cneorum tricoccon",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 489 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006208-260129131611470/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/14702864
title: Michelin Guide Restaurants
DOI: 10.5281/zenodo.18453052
title: THE USE OF SUGGESTOPEDIA IN TEACHING ENGLISH TO YOUNG LEARNERS

description: Teaching English to young learners requires the use of methods that are engaging, motivating, and psychologically supportive. Children learn languages more effectively when they feel relaxed, confident, and interested in the learning process. Traditional teaching methods often create anxiety and pressure, which may negatively affect learners’ performance. Therefore, modern language teaching methodologies focus on creating a positive emotional atmosphere in the classroom. One such method is Suggestopedia, which aims to remove psychological barriers to learning. Developed by the Bulgarian psychologist Georgi Lozanov, Suggestopedia emphasizes the importance of suggestion, music, and a comfortable learning environment. This paper explores the application of Suggestopedia in teaching English to young learners and evaluates its effectiveness.
DOI: 10.5281/zenodo.18453053
title: THE USE OF SUGGESTOPEDIA IN TEACHING ENGLISH TO YOUNG LEARNERS

description: Teaching English to young learners requires the use of methods that are engaging, motivating, and psychologically supportive. Children learn languages more effectively when they feel relaxed, confident, and interested in the learning process. Traditional teaching methods often create anxiety and pressure, which may negatively affect learners’ performance. Therefore, modern language teaching methodologies focus on creating a positive emotional atmosphere in the classroom. One such method is Suggestopedia, which aims to remove psychological barriers to learning. Developed by the Bulgarian psychologist Georgi Lozanov, Suggestopedia emphasizes the importance of suggestion, music, and a comfortable learning environment. This paper explores the application of Suggestopedia in teaching English to young learners and evaluates its effectiveness.
DOI: 10.15468/dl.eezjwc
title: Occurrence Download

description: A dataset containing 137 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coleonema pulchellum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 137 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006211-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vcgyv2
title: Occurrence Download

description: A dataset containing 940 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zabrotes subfasciatus"
 ]
}

 The dataset includes 940 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006210-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.