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

description: A dataset containing 614169 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((129.90234 12.79466,98.26172 -12.65749,118.65234 -16.0627,132.01172 -8.85902,171.38672 -19.41064,162.59766 8.30282,129.90234 12.79466))",
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 614169 records from 175 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014376-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tec9tx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus Fischer, 1803",
 "HasCoordinate is true",
 "Country is Niger"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072707-210914110416597/datasets/export for details.
DOI: 10.15468/dl.st0sgy
title: Occurrence Download

description: A dataset containing 7500 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Brachychiton populneus (Schott & Endl.) R.Br.",
 "TaxonKey is Brachyscome iberidifolia Benth."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7500 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011581-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10424323
title: Mitigating urban heat island through neighboring rural land cover: Dataset

description: A dataset of the manuscript "Mitigating urban heat island through neighboring rural land cover". Includes: Land surface temperature acquisition code (Google Earth Engine) and land surface temperature data file - Average_LST.xlsx, Average_LST_GEE.txt; landscape parameters in rural areas, obtained through Fragstats - LandscapeParameters.xlsx; Codes for calculating urban development intensity - UrbanDevelopmentIntensity.py; Regression, Machine Learning, Interpretable Machine Learning Code - Regressions.py, SHapleyAdditiveexPlanations.py, AccumulatedLocalEffects.py; a zip file containing the data used in the calculations - OperationalData.
DOI: 10.5066/p14ikgtb
title: Riverine carbon form and flow data from a temperate forested watershed in Southeast Alaska (2021)

description: Data from high frequency sampling of multiple carbon forms were collected in a predominately rain-fed watershed in Southeast Alaska during the main run-off season (May-October 2021). The dataset includes dissolved organic carbon, particulate organic carbon, coarse particulate organic carbon, and invertebrate biomass carbon point samples and daily stream flow. The objective of this study was to collect data on carbon export and flow to model watershed export of carbon forms.
DOI: 10.15468/dl.s3bhrd
title: Occurrence Download

description: A dataset containing 2323504 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rotaliida",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 2323504 records from 3743 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014376-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jtpnp5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.683914 -34.516217, 148.683914 -34.527446, 148.697388 -34.527446, 148.697388 -34.522954, 148.690651 -34.522954, 148.690651 -34.520708, 148.695143 -34.520708, 148.695143 -34.516217, 148.683914 -34.516217))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071760-240626123714530/datasets/export for details.
DOI: 10.6084/m9.figshare.26771011
title: Time Zone database

description: CSV package contains <i>country.csv</i> and <i>timezone.csv</i>. The data is comma-delimited text in UTF-8 encoding.<br>
DOI: 10.15468/dl.mkk8hs
title: Occurrence Download

description: A dataset containing 8960 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Benin",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Locality is Bassila",
 "OccurrenceStatus is Present",
 "Year 2010-2024"
 ]
}

 The dataset includes 8960 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071761-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zjpgx4
title: Occurrence Download

description: A dataset containing 7023 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dissostichus mawsoni Norman, 1937"
 ]
}

 The dataset includes 7023 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071762-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t87vz4
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((148.92646 -34.516217, 148.92646 -34.522954, 148.928706 -34.522954, 148.928706 -34.531937, 148.942181 -34.531937, 148.942181 -34.529692, 148.933197 -34.529692, 148.933197 -34.527446, 148.935443 -34.527446, 148.935443 -34.522954, 148.942181 -34.522954, 148.942181 -34.527446, 148.944426 -34.527446, 148.944426 -34.520708, 148.939935 -34.520708, 148.939935 -34.518463, 148.935443 -34.518463, 148.935443 -34.516217, 148.92646 -34.516217)), ((148.944426 -34.527446, 148.944426 -34.529692, 148.948918 -34.529692, 148.948918 -34.527446, 148.944426 -34.527446)))"
 ]
}

 The dataset includes 91 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071763-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r2rqrf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((146.465064 -34.520708, 146.465064 -34.522954, 146.46731 -34.522954, 146.46731 -34.520708, 146.465064 -34.520708))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071764-240626123714530/datasets/export for details.
DOI: 10.15468/dl.zwjrh6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((146.977106 -34.520708, 146.977106 -34.527446, 146.979352 -34.527446, 146.979352 -34.520708, 146.977106 -34.520708))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071765-240626123714530/datasets/export for details.
DOI: 10.15468/dl.67svv7
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((147.468936 -34.520708, 147.475674 -34.520708, 147.475674 -34.516217, 147.468936 -34.516217, 147.468936 -34.520708)), ((147.468936 -34.520708, 147.464445 -34.520708, 147.464445 -34.522954, 147.468936 -34.522954, 147.468936 -34.520708)))"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071766-240626123714530/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.26771029
title: Supplementary Material for: Prediction of 28-day all-cause mortality in heart failure patients with Clostridioides difficile infection using machine learning models: evidence from the MIMIC-IV database

description: Introduction
Heart Failure (HF) may induce bowel hypoperfusion, leading to hypoxia of the villa of the bowel wall and the occurrence of Clostridioides difficile infection (CDI). However, the risk factors for the development of CDI in HF patients have yet to be fully illustrated, especially because of a lack of evidence from real-world data.
Methods: 
Clinical data and survival situations of HF patients with CDI admitted to ICU were extracted from the Medical Information Mart for Intensive Care (MIMIC)-IV database. For developing a model that can predict 28-day all-cause mortality in HF patients with CDI, the Recursive Feature Elimination with Cross-Validation (RFE-CV) method was used for feature selection. And nine machine learning (ML) algorithms, including logistic regression (LR), decision tree (DT), bayesian, adaptive boosting (AdaBoost), random forest (RF), gradient boosting decision tree (GBDT), XGBoost, light gradient boosting machine (LightGBM), and categorical boosting (CatBoost) were applied for model construction. After training and hyperparameter optimization of the models through grid search 5-fold cross-validation, the performance of models was evaluated by the area under curve (AUC), accuracy, sensitivity, specificity, precision, negative predictive value, and F1 score. Furthermore, the SHapley Additive exPlanations (SHAP) method was used to interpret the optimal model.
Results:
A total of 526 HF patients with CDI were included in the study, of whom 99 cases (18.8%) experienced death within 28 days. 18 of the 57 variables were selected for the model construction algorithm for model construction. Among the ML models considered, the RF model emerged as the optimal model achieving the accuracy, F1-score, and AUC values of 0.821, 0.596, and 0.864 respectively. The net benefit of the model surpassed other models at 16%~22% threshold probabilities based on decision curve analysis. According to the importance of features in the RF model, red blood cell distribution width, blood urea nitrogen, Simplified Acute Physiology Score II, Sequential Organ Failure Assessment, and white blood cell count were highlighted as the five most influential variables.
Conclusions:
We developed ML models to predict 28-day all-cause mortality in HF patients associated with CDI in the ICU, which are more effective than the conventional logistic regression model. The RF model has the best performance among all the ML models employed. It may be useful to help clinicians identify high-risk HF patients with CDI.
DOI: 10.5281/zenodo.13336243
title: smiels_hydroxyl
DOI: 10.5281/zenodo.13336244
title: smiels_hydroxyl
DOI: 10.6084/m9.figshare.24625287.v2
title: Data&Script_Anjos_etal_PogonomyrmexProject

description: R code,data and metadata to replicate the analysis in "<b>Distance from nest and climate explain geographical trends of harvester ant’s food resource use: a multi-species approach</b>" by Anjos et al.Data tables presneted in .csv format.Metadata presented in .csv formatR script
DOI: 10.15468/dl.tvssea
title: Occurrence Download

description: A dataset containing 34021 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Cyperaceae"
 ]
}

 The dataset includes 34021 records from 396 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071767-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u6twxt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((147.738432 -34.516217, 147.74517 -34.516217, 147.74517 -34.513971, 147.738432 -34.513971, 147.738432 -34.516217)), ((147.738432 -34.516217, 147.736186 -34.516217, 147.736186 -34.520708, 147.738432 -34.520708, 147.738432 -34.516217)), ((147.74517 -34.516217, 147.74517 -34.520708, 147.740678 -34.520708, 147.740678 -34.522954, 147.751907 -34.522954, 147.751907 -34.520708, 147.747415 -34.520708, 147.747415 -34.516217, 147.74517 -34.516217)), ((147.751907 -34.520708, 147.754153 -34.520708, 147.754153 -34.516217, 147.751907 -34.516217, 147.751907 -34.520708)), ((147.747415 -34.516217, 147.751907 -34.516217, 147.751907 -34.513971, 147.747415 -34.513971, 147.747415 -34.516217)), ((147.751907 -34.513971, 147.754153 -34.513971, 147.754153 -34.509479, 147.751907 -34.509479, 147.751907 -34.513971)), ((147.751907 -34.509479, 147.751907 -34.507234, 147.747415 -34.507234, 147.747415 -34.509479, 147.751907 -34.509479)))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071768-240626123714530/datasets/export for details.
DOI: 10.15468/dl.b8nrhq
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.14043 -34.520708, 148.14043 -34.522954, 148.144922 -34.522954, 148.144922 -34.520708, 148.14043 -34.520708))"
 ]
}

 The dataset includes 23 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071769-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7cqrzq
title: Occurrence Download

description: A dataset containing 1534 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pterocarpus lucens Lepr. ex Guill. & Perr."
 ]
}

 The dataset includes 1534 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071771-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uss2hb
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((148.153905 -34.520708, 148.158397 -34.520708, 148.158397 -34.513971, 148.153905 -34.513971, 148.153905 -34.520708)), ((148.153905 -34.520708, 148.147168 -34.520708, 148.147168 -34.527446, 148.151659 -34.527446, 148.151659 -34.522954, 148.153905 -34.522954, 148.153905 -34.520708)))"
 ]
}

 The dataset includes 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071772-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ku8tct
title: Occurrence Download

description: A dataset containing 234 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.811924 -34.520708, 148.811924 -34.522954, 148.81417 -34.522954, 148.81417 -34.527446, 148.825399 -34.527446, 148.825399 -34.522954, 148.820907 -34.522954, 148.820907 -34.520708, 148.811924 -34.520708))"
 ]
}

 The dataset includes 234 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071773-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5dhc8p
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Chile",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Desmodus rotundus (E.Geoffroy, 1810)"
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071774-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hucmcu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((146.624516 -34.522954, 146.624516 -34.531937, 146.633499 -34.531937, 146.633499 -34.529692, 146.629008 -34.529692, 146.629008 -34.527446, 146.626762 -34.527446, 146.626762 -34.522954, 146.624516 -34.522954))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071775-240626123714530/datasets/export for details.
DOI: 10.15468/dl.2dd729
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is one of (North America, South America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Herpailurus yagouaroundi (É.Geoffroy Saint-Hilaire, 1803)"
 ]
}

 The dataset's 1 records were derived from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071770-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mkd8cz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((146.642482 -34.522954, 146.642482 -34.527446, 146.644728 -34.527446, 146.644728 -34.522954, 146.642482 -34.522954))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071776-240626123714530/datasets/export for details.
DOI: 10.34740/kaggle/dsv/9191927
title: Trending Youtube Video Statistics (113 Countries)
DOI: 10.15468/dl.n8gzxt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((147.361138 -34.516217, 147.361138 -34.522954, 147.356646 -34.522954, 147.356646 -34.527446, 147.363384 -34.527446, 147.363384 -34.516217, 147.361138 -34.516217))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071777-240626123714530/datasets/export for details.
DOI: 10.15468/dl.6a7hz3
title: Occurrence Download

description: A dataset containing 12470 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pterocarpus erinaceus Poir."
 ]
}

 The dataset includes 12470 records from 160 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071778-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yqttj9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((147.677796 -34.522954, 147.677796 -34.529692, 147.686779 -34.529692, 147.686779 -34.527446, 147.680041 -34.527446, 147.680041 -34.522954, 147.677796 -34.522954))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071779-240626123714530/datasets/export for details.
DOI: 10.15468/dl.dru53m
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((147.706991 -34.522954, 147.706991 -34.529692, 147.709237 -34.529692, 147.709237 -34.522954, 147.706991 -34.522954))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071781-240626123714530/datasets/export for details.
DOI: 10.5281/zenodo.12188569
title: Temporal Focus Scale

description:  The dataset includes responses from 200 retirees in Chelyabinsk, Russia, assessed using the Temporal Focus Scale (Shipp et al., 2009) and the “Age-of–Me” technique (Barak, 2009). Data can be accessed through the journal's database, and all data have been anonymized to protect participant privacy
DOI: 10.5281/zenodo.12188570
title: Temporal Focus Scale

description:  The dataset includes responses from 200 retirees in Chelyabinsk, Russia, assessed using the Temporal Focus Scale (Shipp et al., 2009) and the “Age-of–Me” technique (Barak, 2009). Data can be accessed through the journal's database, and all data have been anonymized to protect participant privacy
DOI: 10.15468/dl.uyxnz2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.497512 -34.522954, 148.497512 -34.527446, 148.499758 -34.527446, 148.499758 -34.522954, 148.497512 -34.522954))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071782-240626123714530/datasets/export for details.
DOI: 10.15468/dl.7sbzq8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.74455 -34.522954, 148.74455 -34.529692, 148.751288 -34.529692, 148.751288 -34.5252, 148.746796 -34.5252, 148.746796 -34.522954, 148.74455 -34.522954))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071783-240626123714530/datasets/export for details.
DOI: 10.15468/dl.k49vmq
title: Occurrence Download

description: A dataset containing 12124022 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Ecuador"
 ]
}

 The dataset includes 12124022 records from 2247 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071780-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mjdvwb
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is da86174a-a605-43a4-a5e8-53d484152cd3",
 "TaxonKey is Solanum lycopersicum L."
 ]
}

 The dataset includes 87 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000401-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-ouc1840564
title: 6.5. IC on LAPD / general counsel witness - Murphy, Patrick V., 1990 Oct. 29 - 1991 May 1

description: 6.5. Independent Commission on Los Angeles Police Department / general counsel witness - Murphy, Patrick V., 1990 Oct. 29 - 1991 May 1. Testimony of Patrick Murphy, collection of articles regarding the LAPD and police brutality written by Patrick Murphy. PART OF A SERIES: The series pertains to the work of Munger, Tolles & Olson, the firm responsible for coordinating the activities and proceedings of the Independent Commission's legal counsel. Included are legal briefs, court transcripts, and memoranda; press releases and article clippings about the Rodney King incident and the subsequent creation of the Independent Commission; summaries of witness interviews; analyses of legislation regarding the role and purview of peace officers; work plans and outlines developed by Commission staff; draft copies developed for all sections of the Commission report; supplemental materials for the report, including a copy of the Rodney King arrest log, law enforcement literature, and public opinion surveys; materials distributed and reviewed during Commission meetings; letters of interest submitted to Chairman Christopher from prospective Commission members and organizations; and lists of bills and Commission expenditures.