cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.fazax5
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Prunus sibirica L.",
 "Year 1970-2024"
 ]
}

 The dataset includes 94 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010393-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zcwtsz
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Colombia",
 "TaxonKey is Sciurus granatensis Humboldt, 1811"
 ]
}

 The dataset's 2 records were derived from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010386-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/3691
title: phishing-binary-classification
DOI: 10.6084/m9.figshare.24615773
title: Reasons for hearing aid uptake in the United States: a qualitative analysis of open-text responses from a large-scale survey of user-perspectives

description: This study aimed to explore the main reasons for hearing aid uptake from a user perspective and recommendations to others with hearing difficulties. A cross-sectional survey design was used. Responses to a single open-ended question were analysed using qualitative content analysis. Participants (n = 642) included adult hearing aid users sampled from the Hearing Tracker website community and Lexie Hearing user databases in the United States. Participants had a mean age of 65.4 years (13.7 SD) and included 61.8% males, 37.7% females, 0.3% non-binary, and 0.2% preferred not to say. Reasons for hearing aid uptake were categorised into three domains (personal impact, social difficulties, and auditory difficulties), containing 11 main categories and 48 sub-categories. User recommendations to others with hearing difficulties constituted eight main categories (timely help, trial period, support, affordability, technology, direct-to-consumer hearing aids, adjustments, and advocacy) and 32 sub-categories. The decision to take up hearing aids included intrinsic factors like readiness to change and extrinsic factors such as the availability of finances. The most frequent recommendation to others was not to delay seeking hearing help and to get hearing aids. Our findings may support strategies to facilitate behaviour change for improved hearing aid uptake.
DOI: 10.6084/m9.figshare.24615773.v1
title: Reasons for hearing aid uptake in the United States: a qualitative analysis of open-text responses from a large-scale survey of user-perspectives

description: This study aimed to explore the main reasons for hearing aid uptake from a user perspective and recommendations to others with hearing difficulties. A cross-sectional survey design was used. Responses to a single open-ended question were analysed using qualitative content analysis. Participants (n = 642) included adult hearing aid users sampled from the Hearing Tracker website community and Lexie Hearing user databases in the United States. Participants had a mean age of 65.4 years (13.7 SD) and included 61.8% males, 37.7% females, 0.3% non-binary, and 0.2% preferred not to say. Reasons for hearing aid uptake were categorised into three domains (personal impact, social difficulties, and auditory difficulties), containing 11 main categories and 48 sub-categories. User recommendations to others with hearing difficulties constituted eight main categories (timely help, trial period, support, affordability, technology, direct-to-consumer hearing aids, adjustments, and advocacy) and 32 sub-categories. The decision to take up hearing aids included intrinsic factors like readiness to change and extrinsic factors such as the availability of finances. The most frequent recommendation to others was not to delay seeking hearing help and to get hearing aids. Our findings may support strategies to facilitate behaviour change for improved hearing aid uptake.
DOI: 10.6084/m9.figshare.25103237
title: Remote hearing-aid delivery and support: perspectives of patients and their hearing care providers

description: To explore the perspectives of patients and hearing care providers (HCPs) about an adult remote hearing-aid delivery service implemented during the COVID-19 pandemic. Service evaluation via surveys. The patient survey measured satisfaction with the service, perceived hearing-aid handling skills, and preferences for future services. The HCP survey explored the impact of teleaudiology on outcomes compared to in-person care and factors important for successful teleaudiology. 378 patients and 14 HCPs. Patients were highly satisfied with the service and self-reported good hearing-aid handling skills. However, 2 in 3 patients said they would prefer a future hearing-aid fitting to be in-person rather than remote. HCPs thought teleaudiology had positive impacts on convenience, accessibility, and flexibility, but negative impacts on communication, rapport, and the quality of care. HCPs considered computer literacy and individual preferences to be important for successful remote care; the age of the patient was considered less important. Patients were generally highly satisfied with the service and for 1 in 3 it was their preferred mode of future hearing-aid fitting. Future services should be aware that a one-size-fits-all approach will not satisfy all patients and that teleaudiology should be offered on the basis of individual preference.
DOI: 10.6084/m9.figshare.25103237.v1
title: Remote hearing-aid delivery and support: perspectives of patients and their hearing care providers

description: To explore the perspectives of patients and hearing care providers (HCPs) about an adult remote hearing-aid delivery service implemented during the COVID-19 pandemic. Service evaluation via surveys. The patient survey measured satisfaction with the service, perceived hearing-aid handling skills, and preferences for future services. The HCP survey explored the impact of teleaudiology on outcomes compared to in-person care and factors important for successful teleaudiology. 378 patients and 14 HCPs. Patients were highly satisfied with the service and self-reported good hearing-aid handling skills. However, 2 in 3 patients said they would prefer a future hearing-aid fitting to be in-person rather than remote. HCPs thought teleaudiology had positive impacts on convenience, accessibility, and flexibility, but negative impacts on communication, rapport, and the quality of care. HCPs considered computer literacy and individual preferences to be important for successful remote care; the age of the patient was considered less important. Patients were generally highly satisfied with the service and for 1 in 3 it was their preferred mode of future hearing-aid fitting. Future services should be aware that a one-size-fits-all approach will not satisfy all patients and that teleaudiology should be offered on the basis of individual preference.
DOI: 10.6084/m9.figshare.25249708.v1
title: Hearing help-seeking, hearing device uptake and hearing health outcomes in individuals with subclinical hearing loss: a systematic review

description: This systematic review aims to examine the current literature on help-seeking, hearing device uptake, and hearing health outcomes in individuals with subclinical hearing loss. Systematic review. Searches of three databases (CINAHL, MEDLINE (PubMed), and Scopus) yielded nine studies meeting the inclusion criteria. The quality of the included studies was determined using the National Institute of Health quality assessment tool. The studies’ level of evidence was determined according to the Centre for Evidence-Based Medicine. All included studies involved adult participants. Three studies examined help-seeking. Self-reported difficulty, poor speech-in-noise performance, and emotional responses to the hearing difficulty were identified as factors influencing help-seeking. Six studies examined the use of hearing devices as an intervention, including hearing aids (<i>n</i> = 4), hearables (<i>n</i> = 1), and FM systems (<i>n</i> = 1). Using hearing devices improved self-perceived hearing difficulty, speech-in-noise understanding, and motivation to address hearing difficulties. No studies focused on hearing device uptake. The quality assessment indicated limited methodological rigour across the studies, with varying levels of evidence. Current evidence supports the use of hearing devices as an intervention for individuals with subclinical hearing loss. However, more research is essential, particularly focusing on help-seeking, diagnosis, treatment, and long-term outcomes using well-controlled study designs.
DOI: 10.6084/m9.figshare.25249708
title: Hearing help-seeking, hearing device uptake and hearing health outcomes in individuals with subclinical hearing loss: a systematic review

description: This systematic review aims to examine the current literature on help-seeking, hearing device uptake, and hearing health outcomes in individuals with subclinical hearing loss. Systematic review. Searches of three databases (CINAHL, MEDLINE (PubMed), and Scopus) yielded nine studies meeting the inclusion criteria. The quality of the included studies was determined using the National Institute of Health quality assessment tool. The studies’ level of evidence was determined according to the Centre for Evidence-Based Medicine. All included studies involved adult participants. Three studies examined help-seeking. Self-reported difficulty, poor speech-in-noise performance, and emotional responses to the hearing difficulty were identified as factors influencing help-seeking. Six studies examined the use of hearing devices as an intervention, including hearing aids (<i>n</i> = 4), hearables (<i>n</i> = 1), and FM systems (<i>n</i> = 1). Using hearing devices improved self-perceived hearing difficulty, speech-in-noise understanding, and motivation to address hearing difficulties. No studies focused on hearing device uptake. The quality assessment indicated limited methodological rigour across the studies, with varying levels of evidence. Current evidence supports the use of hearing devices as an intervention for individuals with subclinical hearing loss. However, more research is essential, particularly focusing on help-seeking, diagnosis, treatment, and long-term outcomes using well-controlled study designs.
DOI: 10.6084/m9.figshare.25332209.v1
title: An audibility model of the headband trial with a bone conduction device in single-sided deaf subjects

description: Modelling the head-shadow effect compensation and speech recognition outcomes, we aimed to study the benefits of a bone conduction device (BCD) during the headband trial for single-sided deafened (SSD) subjects. This study is based on a database of individual patient measurements, fitting parameters, and acoustic BCD properties retrospectively measured on a skull simulator or from existing literature. The sensation levels of the Bone-Conduction and Air-Conduction sound paths were compared, modelling three spatial conditions with speech in quiet. We calculated the phoneme score using the Speech Intelligibility Index for the three conditions in quiet and seven in noise. Eighty-five SSD adults fitted with BCD during headband trial. According to our model, most subjects did not achieve a full head-shadow effect compensation with the signal at the BCD side and in front. The modelled speech recognition in the quiet conditions did not improve with the BCD on the headband. In noise, we found a slight improvement in some specific conditions and minimal worsening in others. Based on an audibility model, this study challenges the fundamentals of a BCD headband trial in SSD subjects. Patients should be counselled regarding the potential outcome and alternative approaches.
DOI: 10.6084/m9.figshare.25332209
title: An audibility model of the headband trial with a bone conduction device in single-sided deaf subjects

description: Modelling the head-shadow effect compensation and speech recognition outcomes, we aimed to study the benefits of a bone conduction device (BCD) during the headband trial for single-sided deafened (SSD) subjects. This study is based on a database of individual patient measurements, fitting parameters, and acoustic BCD properties retrospectively measured on a skull simulator or from existing literature. The sensation levels of the Bone-Conduction and Air-Conduction sound paths were compared, modelling three spatial conditions with speech in quiet. We calculated the phoneme score using the Speech Intelligibility Index for the three conditions in quiet and seven in noise. Eighty-five SSD adults fitted with BCD during headband trial. According to our model, most subjects did not achieve a full head-shadow effect compensation with the signal at the BCD side and in front. The modelled speech recognition in the quiet conditions did not improve with the BCD on the headband. In noise, we found a slight improvement in some specific conditions and minimal worsening in others. Based on an audibility model, this study challenges the fundamentals of a BCD headband trial in SSD subjects. Patients should be counselled regarding the potential outcome and alternative approaches.
DOI: 10.6084/m9.figshare.25561803.v1
title: Grey water footprint for evaluating Zefta wastewater treatment plant: a case study

description: The numbers of wastewater treatment plants (WWTP) in Egypt are increasing, yet the general level of pollution associated with wastewater discharge after treatment has not been evaluated. Grey water footprint (GWF) was used to assess the effluent discharges from Zefta WWTP. GWF, before and after treatment, was calculated and followed up to determine its impact on the receiving freshwater body. 150 samples were collected and analysed for BOD<sub>5</sub> to determine the optimum operating conditions. Averages values were DO = 2.2, SV<sub>30</sub> = 500, SVI  = 167, SA = 9.3 d, MLVSS = 2392 mg/L, f/m = 0.16, MLSS in RAS = 7922 mg/L, WAS = 140 m<sup>3</sup>/d and the HRT = 12 h. The removal efficiency of COD and TSS in the primary settling tank reached 39% and 69%, respectively. Average calculations of removal efficiency percentile reached 90-93%. Average freshwater quantities required to reduce pollutants in the receiving body stream were seasonally determined for Zefta WWTP as 5.3 × 10<sup>7</sup> m<sup>3</sup>/year. The average influent BOD<sub>5</sub> was 376 mg/L, it was reduced to 47 mg/L in the effluent, wherever the C<sub>min</sub> is 6 mg/L and C<sub>nat</sub> is 10 mg/L. Statistical analysis has shown a significant direct relation between ΔWF<sub>G,mef</sub> and WF<sub>G,ref</sub> reached 0.952 and a significant inverse relation with C<sub>ef</sub> −0.982. WF<sub>G,T</sub> has shown a significant direct relation with C<sub>r</sub> 0.974. WF<sub>G,T– ref</sub> has shown a significant direct relation with C<sub>r</sub> as 0.971 and WF<sub>G,T</sub> as 0.803. It can be concluded that ΔWF is effective in evaluating the efficiency of wastewater treatment and its effect on the quality of receiving water bodies.
DOI: 10.6084/m9.figshare.25561803
title: Grey water footprint for evaluating Zefta wastewater treatment plant: a case study

description: The numbers of wastewater treatment plants (WWTP) in Egypt are increasing, yet the general level of pollution associated with wastewater discharge after treatment has not been evaluated. Grey water footprint (GWF) was used to assess the effluent discharges from Zefta WWTP. GWF, before and after treatment, was calculated and followed up to determine its impact on the receiving freshwater body. 150 samples were collected and analysed for BOD<sub>5</sub> to determine the optimum operating conditions. Averages values were DO = 2.2, SV<sub>30</sub> = 500, SVI  = 167, SA = 9.3 d, MLVSS = 2392 mg/L, f/m = 0.16, MLSS in RAS = 7922 mg/L, WAS = 140 m<sup>3</sup>/d and the HRT = 12 h. The removal efficiency of COD and TSS in the primary settling tank reached 39% and 69%, respectively. Average calculations of removal efficiency percentile reached 90-93%. Average freshwater quantities required to reduce pollutants in the receiving body stream were seasonally determined for Zefta WWTP as 5.3 × 10<sup>7</sup> m<sup>3</sup>/year. The average influent BOD<sub>5</sub> was 376 mg/L, it was reduced to 47 mg/L in the effluent, wherever the C<sub>min</sub> is 6 mg/L and C<sub>nat</sub> is 10 mg/L. Statistical analysis has shown a significant direct relation between ΔWF<sub>G,mef</sub> and WF<sub>G,ref</sub> reached 0.952 and a significant inverse relation with C<sub>ef</sub> −0.982. WF<sub>G,T</sub> has shown a significant direct relation with C<sub>r</sub> 0.974. WF<sub>G,T– ref</sub> has shown a significant direct relation with C<sub>r</sub> as 0.971 and WF<sub>G,T</sub> as 0.803. It can be concluded that ΔWF is effective in evaluating the efficiency of wastewater treatment and its effect on the quality of receiving water bodies.
DOI: 10.15468/dl.8p4je7
title: Occurrence Download

description: A dataset containing 287 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pangasianodon hypophthalmus (Sauvage, 1878)"
 ]
}

 The dataset includes 287 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010395-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jxm55c
title: Occurrence Download

description: A dataset containing 13803558 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fagales"
 ]
}

 The dataset includes 13803558 records from 6803 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010390-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.268z1g
title: Occurrence Download

description: A dataset containing 11230 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Potamogeton obtusifolius Mert. & W.D.J.Koch",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11230 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002158-150410134957023/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-37477
title: Claims (GX 17033 - GX 17639), 1990

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1990. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.xy8v3c
title: Occurrence Download

description: A dataset containing 185324 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Cistaceae"
 ]
}

 The dataset includes 185324 records from 565 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006320-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-32478
title: Card files (closed) M-Z claims (GX 16697 - GX 17032), 1989

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1989. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.wlswmf
title: Occurrence Download

description: A dataset containing 17237 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Pauropoda",
 "TaxonKey is Symphyla",
 "TaxonKey is Diplopoda",
 "TaxonKey is Chilopoda"
 ]
 },
 {
 "or" : [
 "Country is Mexico",
 "Country is United States of America",
 "Country is Canada"
 ]
 }
 ]
}

 The dataset includes 17237 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002158-150504100648427/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-37480
title: Claims (GX 17033 - GX 17639), 1990

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1990. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.d9dsr7
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lycopodiastrum casuarinoides (Spring) Holub ex R.D.Dixit",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is Japan"
 ]
}

 The dataset includes 76 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004017-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cspytp
title: Occurrence Download

description: A dataset containing 37207 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyatheaceae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 37207 records from 145 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002158-150831095807960/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.