cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.8utbrh
title: Occurrence Download

description: A dataset containing 273 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Glaphyromorphus crassicauda (Duméril & Duméril, 1851)"
 ]
}

 The dataset includes 273 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089303-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-04.1980208/2362166
title: Data for EMSL Project 48666 from April 2020
DOI: 10.15468/dl.kzt184
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spergularia floribunda (Gay) Rohrb."
 ]
}

 The dataset includes 35 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013267-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xf4382
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Sweden",
 "Geometry POLYGON((12.51654 55.33561,14.45711 55.33561,14.45711 56.24476,12.51654 56.24476,12.51654 55.33561))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sphagnum L.",
 "Year 2023-2024"
 ]
}

 The dataset includes 33 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018448-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zkgb39
title: Occurrence Download

description: A dataset containing 178 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Phelsuma standingi Methuen & Hewitt, 1913"
 ]
}

 The dataset includes 178 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089319-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-03.1959235/2362167
title: Data for EMSL Project 48666 from March 2020
DOI: 10.15468/dl.3zirzs
title: Occurrence Download

description: A dataset containing 517 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Antidaphne viscoidea Poepp. & Endl."
 ]
}

 The dataset includes 517 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013268-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z8ngad
title: Occurrence Download

description: A dataset containing 274 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eirenis collaris (Ménétries, 1832)"
 ]
}

 The dataset includes 274 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048964-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-04.1980180/2362168
title: Data for EMSL Project 48666 from April 2020
DOI: 10.15468/dl.84g97t
title: Occurrence Download

description: A dataset containing 17370 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Panterpe insignis Cabanis & Heine, 1860"
 ]
}

 The dataset includes 17370 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089309-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-04.1980380/2362169
title: Data for EMSL Project 48666 from April 2020
DOI: 10.15468/dl.tro2oj
title: Occurrence Download

description: A dataset containing 357705 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sambucus L.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 357705 records from 869 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013269-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-02.1942282/2362170
title: Data for EMSL Project 48666 from February 2020
DOI: 10.15468/dl.dvye47
title: Occurrence Download

description: A dataset containing 5081 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Ctenotus pantherinus (Peters, 1866)"
 ]
}

 The dataset includes 5081 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089386-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6uwvr8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypotaenidia woodfordi (Ogilvie-Grant, 1889)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051941-240314170635999/datasets/export for details.
DOI: 10.15468/dl.6xatx9
title: Occurrence Download

description: A dataset listing the 243 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Diversidad y conservación de orquídeas de la región de Chimalapa, Oaxaca, México"
 ]
}

 The dataset's 243 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007600-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9g9gcx
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cinnamomum sericans Hance"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089372-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-03.1958940/2362171
title: Data for EMSL Project 48666 from March 2020
DOI: 10.15468/dl.nxvc9t
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Raja pulchra Liu, 1932"
 ]
}

 The dataset includes 43 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013269-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wckax6
title: Occurrence Download

description: A dataset containing 1386 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 6.26713146715572",
 "DecimalLongitude is less than 6.27019102034011",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 1386 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001141-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-03.1959166/2362172
title: Data for EMSL Project 48666 from March 2020
DOI: 10.15468/dl.ztm52n
title: Occurrence Download

description: A dataset containing 278 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Betula ermanii Cham.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen"
 ]
 }
 ]
}

 The dataset includes 278 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059675-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.beyzt5
title: Occurrence Download

description: A dataset containing 333516 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "Year is 2022",
 "StateProvince is one of (santander, santander province, santander department, santander dept., santander del sur, santander dept, santander sur, santander s., santander sue, santander/n. y cesar, santander (?), santander , barbosa, santander. sur, santander-popayan road, rio mandiva. in roadside garden., santander dpt.)"
 ]
 }
 ]
}

 The dataset includes 333516 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004630-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gcd73v
title: Occurrence Download

description: A dataset containing 6004 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección Limnológica Universidad de Antioquia"
 ]
}

 The dataset includes 6004 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004702-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ffhwb3
title: Occurrence Download

description: A dataset containing 272 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección Teriológica Universidad de Antioquia"
 ]
}

 The dataset includes 272 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004703-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/8yyk9p3gtw.1
title: No Internet = No High School Diploma? Data to Identify Counties at-risk of Increased Dropout Rates during the COVID-19 Pandemic

description: These secondary data originate from a study on the pre-pandemic association between high school dropout rates and internet access in the home, while controlling for several other demographic, economic, and social factors affecting the high school dropout rate. As the coronavirus (COVID-19) forced many students into remote learning, our work sought to identify counties across the United States where dropout rates were already high – and could be exacerbated as vulnerable students lack a critical tool to help them complete their diplomas in an online world: reliable internet access.
DOI: 10.17632/4hjmg7rp9c.1
title: How Does Data Philanthropy Impact Global Health When Mediated through Digital Epidemiology?

description: Data philanthropy is the donation of private firm data, data workers, and data technologies for the purpose of collaborations that benefit society. When combined with digital epidemiology, defined as the study of the spread of disease that is researched through digital means, successful outcomes have provided much needed actionable information to policy makers, health organizations, and the public. Using qualitative interpretive methods, we build theory around this phenomenon and provide a practical research agenda for further empirical studies. Our research indicates that data philanthropy in all its manifestations (data, data workers, and technology) is a crucial resource for the efficacy of digital epidemiology and its role in improving health outcomes. Filling data gaps, aggregating heterogeneous data for a more complete picture, and providing skilled data scientists and data technologies are all core competencies that firms can and do provide to digital epidemiologists, improving their efficacy and positively impacting health outcomes.
DOI: 10.17632/fv5v23m4ct.1
title: New River Light and Power Data: A Data Ecosystem for Electric Power Systems Research

description: The work includes carefully cleaning, documenting, preparing and enriching 12+ years of non-personally identifiable substation data for the 5 substations managed by New River Light and Power (NRLP), a non-profit electric utility operated by Appalachian State University's Division of Business Affairs. This data includes bulk summary data for the aggregate 8,000+ meters NRLP manages with a record of the total energy used per substation for each hour of day. This data has been enriched with matching hourly weather and solar radiation data, town daily water and sewer flows to measure town occupancy, a list of university and community events likely to influence power consumption, and a description of each substation region.
DOI: 10.17632/kf7fkhp2pc.1
title: Food Recovery Efforts for Upstream and Downstream Benefits

description: RFR has been collecting data since its inception in 2014. Improvements in the collection of data continued to occur as dining halls were added to the food recovery. The data and data analysis were shared with Chartwells to assist them in achieving UN Goal 12 (Responsible Production). Due to the data collection improvements achieved during the program’s growth, this analysis makes use of two years of RFR data collection (January 1st, 2018 and December 16th, 2019). This timeframe was selected to compare year-to-year monthly data and to show: 1) Chartwells’ progress on food production in order to eliminate waste; 2) food delivered to community partners; and therefore 3) food diverted from landfills.

The data was collected by student volunteers. Each data form submission records the date timestamp of recovery, dining hall, weight of food, food group, food more specific (actual title of dish served), food storage method, quantity of pans used, and size of pans. The student volunteer(s) weigh the food.  Data is input by volunteers through a Google form and once submitted, the information goes directly into a Google Sheets document. Weight of the food is our most valuable variable when seeking solutions to reduce that weight semester to semester.
DOI: 10.17632/c4zptxvw8z.1
title: Moderate crowding affects immune cell number and longevity in sex specific manner in Drosophila melanogaster

description: Comparison of Immune cell number, fecundity and longevity in Drosophila melanogaster outbred population reared in crowded (300eggs/6ml media) and uncrowded condition (60 eggs/6ml media). Crowded condition further grouped into early, mid and late developing individuals for comparison.
DOI: 10.17632/tpzyytd66m.4
title: A prominent oxygenation event in the late Mesoproterozoic broke the calm of the second half of the “Boring Billion”

description: The dataset includes major and trace element compositions from the Tazi Formation and Yemahe Formation, as well as Mo isotope data from the Taizi Formation, all from the Shennongjia Group in South China.
DOI: 10.17632/tpzyytd66m.1
title: A late Mesoproterozoic oxygenation event: insight from ca. 1.25 Ga carbonate

description: The dataset includes major and trace element compositions from the Tazi Formation and Yemahe Formation, as well as Mo isotope data from the Tazi Formation, all from the Shennongjia Group in South China.
DOI: 10.17632/tpzyytd66m.2
title: A prominent oxygenation event during the late Mesoproterozoic broke the calm of the second half of the “Boring Billion”

description: The dataset includes major and trace element compositions from the Tazi Formation and Yemahe Formation, as well as Mo isotope data from the Taizi Formation, all from the Shennongjia Group in South China.
DOI: 10.17632/tpzyytd66m.3
title: A prominent oxygenation event during the late Mesoproterozoic broke the calm of the second half of the “Boring Billion”

description: The dataset includes major and trace element compositions from the Tazi Formation and Yemahe Formation, as well as Mo isotope data from the Taizi Formation, all from the Shennongjia Group in South China.
DOI: 10.17632/tpzyytd66m.5
title: A prominent oxygenation event in the late Mesoproterozoic broke the calm of the second half of the “Boring Billion”

description: The dataset includes major and trace element compositions from the Tazi Formation and Yemahe Formation, as well as Mo isotope data from the Taizi Formation, all from the Shennongjia Group in South China.
DOI: 10.17632/9hntk3wbwc.1
title: Sandwich Analytics: Transactional, Socioeconomic, and Weather Data for 25 United States Based Quick Serve Sandwich Locations

description: Transactional data collected from a quick-serve sandwich chain over a 10-year period from 2003-2013 provides an opportunity to study transactional data on a wide variety of business locations. Secondary data includes hourly weather, crime, census data for each location, and enables modeling the effects of socioeconomic factors and weather conditions.
DOI: 10.17632/9xtjb9gczd.1
title: Body fluid cell Dataset

description: The dataset utilized in this study consists of 12,966 cells, categorized into 14 distinct cell classes. It was systematically divided into training, validation, and test sets, following proportions of approximately 70%, 20%, and 10%, respectively, to ensure comprehensive representation and robust evaluation of the model's performance.

Training Set
The training set comprises 8,660 cells, representing the majority of the dataset to allow the model to learn diverse morphological features of various cell types. The distribution includes common cell types, such as 4,997 lymphocytes and 3,305 neutrophils, as well as rarer classes, such as 46 signet-ring cells and 14 mitotic cells. Data augmentation techniques were applied to enhance the diversity and balance of the training set, particularly for rare categories.

Validation Set
The validation set contains 2,495 cells, carefully selected to evaluate the model's performance during the training process. It includes 1,551 lymphocytes and 1,030 neutrophils, along with less frequent types, such as 10 basophils and 48 promonocytes, ensuring comprehensive representation of all classes. The validation set was used to fine-tune model parameters and prevent overfitting.

Test Set
The test set comprises 1,811 cells, reserved for final performance evaluation. This set includes 745 lymphocytes, 442 neutrophils, and 6 signet-ring cells, among others. It provides a diverse range of cell types to assess the model's ability to generalize to unseen data, highlighting strengths and areas for improvement in its classification capabilities.
DOI: 10.17632/49zwg9rdrm.1
title: Multidimensional Insights into the Drivers of Aquatic CO2 Dynamics A River–Reservoir–Wetland Aquatic Continuum Study Within A Semi-arid Region

description: This study investigates the spatiotemporal dynamics of carbon dioxide (CO2) and its intrinsic mechanisms in the Bahe watershed, located in the semi-arid region of China. This dataset includes hydrochemical properties, heavy metals, dissolved organic matter (DOM) characteristics, phytoplankton properties, and CO2 concentration and partial pressure.The results revealed the significant spatial and temporal heterogeneity in average CO2 concentration and pCO2 in the diverse aquatic ecosystems—identifying key regulatory factors, including carbonate buffering and aquatic photosynthesis. DOM and heavy metals are linked to aquatic CO2 through a common biogeochemical pathway (biological carbon pump) and are important drivers of CO2 change. We believe that heavy metals are extensively involved in multiple biotic/abiotic processes and have a high potential to be able to signal CO2. The findings may benefit in deciphering the complex coupling of aquatic CO2 with biotic and abiotic factors, providing a multidimensional perspective for understanding the driving mechanisms of CO2 transport and transformation in the complex semi-arid aquatic continuum.
DOI: 10.17632/rkbkbxcmj4.2
title: Data for: Sorption of Arsenate on Cerium Oxide: A Simulated Infrared and Raman Spectroscopic Identification

description: This repository provides additional supporting data for the paper in Environ. Sci.: Nano: https://doi.org/10.1039/D4EN00894D
Sorption of Arsenate on Cerium Oxide: A Simulated Infrared and Raman Spectroscopic Identification
Khoa Minh Ta, Deyontae O. Wisdom, Lisa J. Gillie, David J. Cooke, Runliang Zhu, Mário A. Gonçalves, Stephen C. Parker, and Marco Molinari
DOI: 10.17632/43dc3m59s7.1
title: Predicting Varroa: Longitudinal Data, Micro Climate, and Proximity Closeness Useful for Predicting Varroa Infestations

description: An eight-year survey of Varroa destructor infestation rates of western honey bee (Apis mellifera) colonies across Austria and the spatial dimension, temporal dimension and weather factors that impact these infestation rates.
DOI: 10.17632/phkdz37pn3.1
title: SUCCESS IN YORUBA ORAL POETRY: IMPACT OF PUPILS' PERSPECTIVES

description: Abstract: 
This research examined the connection between pupils’ disposition and performance in Yoruba oral poetry among public primary school students in Ona-Ara Local Government Area, Oyo State. A survey research design was employed, with 250 primary five pupils selected randomly from five public schools (50 pupils per school). Data collection utilized a Yoruba Oral Poetry Questionnaire (reliability coefficient = 0.81) and a Yoruba Oral Poetry Achievement Test (reliability coefficient = 0.82). Results indicated a significant positive relationship (r = .66, p &lt; 0.05) between attitude and performance. Pupils with favorable dispositions scored higher (mean = 42.9) than those with unfavorable dispositions (mean = 16.8). Influencing factors included interest in Yoruba culture, instructional methods, and parental encouragement. The study highlights the importance of fostering a positive attitude to enhance performance in Yoruba oral poetry. It recommends innovative teaching approaches, cultural relevance, and parental involvement to improve pupils’ engagement and achievement.
DOI: 10.17632/39tkypvgjs.1
title: Oligostilbenoids from Vatica lowii King (Dipterocarpaceae) and their chemotaxonomic significance

description: Supplementary data for Oligostilbenoids from Vatica lowii King (Dipterocarpaceae) and their chemotaxonomic significance
DOI: 10.17632/jxntzs86c6.1
title: Instances for PFSP with SDRT

description: The benchmark for permutation flowshop scheduling problem (PFSP) with sequence-dependent recovery time (SDRT) used in paper "Discrete event simulation-driven method solving permutation flowshop scheduling problem in digital twins"
DOI: 10.17632/pzwwnpggkv.1
title: Study on the mechanism of synergistic regulation of microglia phenotype in TBI rats by MSCs-EXO and LITUS

description: data of this article