cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.jeq5gk
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Olea neriifolia"
 ]
}

 The dataset includes 20 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011152-250711103210423/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/12466397
title: Pakistan Used Cars Dataset
DOI: 10.15468/dl.7gn95f
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crocus sieberi",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009317-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zkhypc
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Limodorum brulloi Bartolo & Pulv."
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007292-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/76vpc8d9hk
title: DNA flank enhances CreA-ZFD binding

description: 5' flanking sequences of DNA significantly enhance the binding capability of CreA-ZFD (binding affinity was enhanced by 2.8-fold)
DOI: 10.17632/76vpc8d9hk.1
title: DNA flank enhances CreA-ZFD binding

description: 5' flanking sequences of DNA significantly enhance the binding capability of CreA-ZFD (binding affinity was enhanced by 2.8-fold)
DOI: 10.5281/zenodo.4736205
title: Data and statistical code for "Reconciling biodiversity with timber production and revenue via an intensive forest management experiment"

description: Abstract


Understanding how land-management intensification shapes the relationships between biodiversity, yield and economic benefit is critical for managing natural resources. Yet, manipulative experiments that test how herbicides affect these relationships are scarce, particularly in forest ecosystems where considerable time lags exist between harvest revenue and initial investments. We assessed these relationships by combining 7 years of biodiversity surveys (>800 taxa) and forecasts of timber yield and economic return from a replicated, large-scale experiment that manipulated herbicide application intensity in operational timber plantations. Herbicides reduced species richness across trophic groups (-18%), but responses by higher-level trophic groups were more variable (0–38% reduction) than plant responses (-40%). Financial discounting, a conventional economic method to standardize past and future cashflows, strongly modified biodiversity-revenue relationships caused by management intensity. Despite a projected 28% timber yield gain with herbicides, biodiversity-revenue tradeoffs were muted when opportunity costs were high (i.e., economic discount rates ≥7%). Although herbicides can drive biodiversity-yield tradeoffs, under certain conditions, financial discounting provides opportunities to reconcile biodiversity conservation with revenue.
DOI: 10.5281/zenodo.4736206
title: Data and statistical code for "Reconciling biodiversity with timber production and revenue via an intensive forest management experiment"

description: <strong>Abstract </strong> Understanding how land-management intensification shapes the relationships between biodiversity, yield and economic benefit is critical for managing natural resources. Yet, manipulative experiments that test how herbicides affect these relationships are scarce, particularly in forest ecosystems where considerable time lags exist between harvest revenue and initial investments. We assessed these relationships by combining 7 years of biodiversity surveys (&gt;800 taxa) and forecasts of timber yield and economic return from a replicated, large-scale experiment that manipulated herbicide application intensity in operational timber plantations. Herbicides reduced species richness across trophic groups (-18%), but responses by higher-level trophic groups were more variable (0–38% reduction) than plant responses (-40%). Financial discounting, a conventional economic method to standardize past and future cashflows, strongly modified biodiversity-revenue relationships caused by management intensity. Despite a projected 28% timber yield gain with herbicides, biodiversity-revenue tradeoffs were muted when opportunity costs were high (i.e., economic discount rates ≥7%). Although herbicides can drive biodiversity-yield tradeoffs, under certain conditions, financial discounting provides opportunities to reconcile biodiversity conservation with revenue.
DOI: 10.5281/zenodo.5018478
title: Data and statistical code for "Reconciling biodiversity with timber production and revenue via an intensive forest management experiment"

description: Abstract


Understanding how land-management intensification shapes the relationships between biodiversity, yield and economic benefit is critical for managing natural resources. Yet, manipulative experiments that test how herbicides affect these relationships are scarce, particularly in forest ecosystems where considerable time lags exist between harvest revenue and initial investments. We assessed these relationships by combining 7 years of biodiversity surveys (>800 taxa) and forecasts of timber yield and economic return from a replicated, large-scale experiment that manipulated herbicide application intensity in operational timber plantations. Herbicides reduced species richness across trophic groups (-18%), but responses by higher-level trophic groups were more variable (0–38% reduction) than plant responses (-40%). Financial discounting, a conventional economic method to standardize past and future cashflows, strongly modified biodiversity-revenue relationships caused by management intensity. Despite a projected 28% timber yield gain with herbicides, biodiversity-revenue tradeoffs were muted when opportunity costs were high (i.e., economic discount rates ≥7%). Although herbicides can drive biodiversity-yield tradeoffs, under certain conditions, financial discounting provides opportunities to reconcile biodiversity conservation with revenue.
DOI: 10.17632/7wcwg8bk5f
title: Post-Use Survey Responses from Clinicians in a Neurorehabilitation VR Study

description: This dataset was collected as part of a pragmatic qualitative study exploring clinicians’ perspectives on the usability, acceptability, and implementation of an immersive virtual reality (VR) system (KINESIX VR) in neurorehabilitation practice. Data were obtained from 21 licensed rehabilitation professionals (physiotherapists, occupational therapists, and physicians) across clinical settings in Spain, Chile, and Mexico.

Participants completed a structured post-use survey after applying the VR system during sessions with neurological patients. The survey included:

Demographic and professional characteristics (e.g., years of experience, discipline, tech proficiency)
Responses to the System Usability Scale (SUS)
Perceived benefits and barriers using Likert-scale items
Ratings of clinical efficiency across both in-clinic and home-based rehabilitation contexts
Open-ended responses on perceived impact, challenges, and usability

No patient data were collected. All responses are anonymized and coded in a structured spreadsheet (CSV format). The dataset supports implementation science, digital health, neurorehabilitation technology adoption, and behavioral research in healthcare professionals.

Researchers may use this dataset to replicate findings, conduct secondary analyses, or examine patterns in clinical adoption of digital tools in rehabilitation settings.
DOI: 10.17632/7wcwg8bk5f.1
title: Post-Use Survey Responses from Clinicians in a Neurorehabilitation VR Study

description: This dataset was collected as part of a pragmatic qualitative study exploring clinicians’ perspectives on the usability, acceptability, and implementation of an immersive virtual reality (VR) system (KINESIX VR) in neurorehabilitation practice. Data were obtained from 21 licensed rehabilitation professionals (physiotherapists, occupational therapists, and physicians) across clinical settings in Spain, Chile, and Mexico.

Participants completed a structured post-use survey after applying the VR system during sessions with neurological patients. The survey included:

Demographic and professional characteristics (e.g., years of experience, discipline, tech proficiency)
Responses to the System Usability Scale (SUS)
Perceived benefits and barriers using Likert-scale items
Ratings of clinical efficiency across both in-clinic and home-based rehabilitation contexts
Open-ended responses on perceived impact, challenges, and usability

No patient data were collected. All responses are anonymized and coded in a structured spreadsheet (CSV format). The dataset supports implementation science, digital health, neurorehabilitation technology adoption, and behavioral research in healthcare professionals.

Researchers may use this dataset to replicate findings, conduct secondary analyses, or examine patterns in clinical adoption of digital tools in rehabilitation settings.
DOI: 10.17632/x6nzwjt38m.1
title: Eating Behavior of Bangladeshi Female Cricketers using EAT-26

description: This dataset is to investigate the psychological and behavioral health of Bangladeshi female cricketers, focusing on eating behaviors, sleep patterns, and mood states. Our research hypothesis was that elite female athletes in Bangladesh would exhibit significant disordered eating tendencies, influenced by competitive stress, body image concerns, and sleep disturbances. This dataset was collected from 2024 to 2025. The questionnaire includes standardized tools such as the EAT-26 for eating behavior assessment, the BRUMS mood questions and custom modules on sleep quality and performance impact. A total of 146 participants contributed data, with variables including age, years of experience, training intensity, and self-reported behavioral responses.
DOI: 10.17632/x6nzwjt38m.2
title: Eating Behavior of Bangladeshi Female Cricketers using EAT-26

description: This dataset is to investigate the psychological and behavioral health of Bangladeshi female cricketers, focusing on eating behaviors, sleep patterns, and mood states. Our research hypothesis was that elite female athletes in Bangladesh would exhibit significant disordered eating tendencies, influenced by competitive stress, body image concerns, and sleep disturbances. This dataset was collected from 2024 to 2025. The questionnaire includes standardized tools such as the EAT-26 for eating behavior assessment, the BRUMS mood questions and custom modules on sleep quality and performance impact. A total of 146 participants contributed data, with variables including age, years of experience, training intensity, and self-reported behavioral responses.
DOI: 10.17632/65kxzrwdmm.1
title: Dynamic Change Evaluation Model of Urban Park Landscape Visual Elements Based on Video Panorama Segmentation Technology

description: The data contains the tables and figures of the original data generated in the research process. Since the video data and segmentation images used in the research are too large to upload to the database（about 1 TB）, the author will provide the uploaded Baidu web disk link for free download and reference.
DOI: 10.17632/65kxzrwdmm.2
title: Spatial Dynamic Changes of Visual Elements in Urban Park Landscapes Based on Video Panoramic Segmentation

description: The data contains the tables and figures of the original data generated in the research process. Since the video data and segmentation images used in the research are too large to upload to the database, the author will provide the uploaded Baidu web disk link for free download and reference.
DOI: 10.17632/vyz9zvddz4.1
title: Long-term monitoring of potentially toxic phytoplankton, marine biotoxins and hydrographic variables in open waters off the Basque coast (SE Bay of Biscay)

description: This dataset shows hydrographic variables, phytoplankton abundance (potentially toxic taxa), and levels of marine biotoxins in bivalves from an offshore shellfish production area on the Basque coast (southeastern Bay of Biscay). Two zones were monitored: one at an aquaculture experimental site (from December 2013 to December 2023), and another at a mussel farm (from June 2019 to December 2023). Not all variables were measured throughout the entire monitoring period. Sampling frequency also varied, although generally, monthly or fortnightly surveys were conducted (except from September 2015 to March 2016). Hydrographic variables (temperature, salinity, density (sigma theta), light transmission, photosynthetically active radiation, chlorophyll "a", dissolved oxygen concentration, and oxygen saturation) were measured in situ at different depths using continuous vertical profilers, Sea-Bird SBE 25 and 25plus CTD instruments. Due to the multi-year duration of the monitoring, phytoplankton and biotoxin analyses were conducted by different laboratories. The Utermöhl method was employed for the identification and counting of phytoplankton, from May 2014 to May 2017 by the University of the Basque Country, and onwards by Oceansnell. Mussels and oysters were analysed to determine the concentration of toxins related to the Amnesic Shellfish Poisoning (ASP) and the Paralytic Shellfish Poisoning (PSP), together with several lipophilic phytotoxins (i.e., Okadaic Acid (OA), Dinophysistoxins (DTXs), Pectenotoxins (PTXs), Yessotoxins (YTXs) and Azaspiracids (AZAs)). These biotoxins were analysed by the laboratories of Intecmar (from December 2013 to December 2019) and Cecopesca-Anfaco (from January 2020 to June 2023) following the standardized methodology specified in the corresponding EU Regulations. This work was supported by the Fisheries and Aquaculture Directorate, Department of Economic Development, Sustainability and Environment of the Basque Government through the ACULAB Project.
DOI: 10.17632/vyz9zvddz4.2
title: Long-term monitoring of potentially toxic phytoplankton, marine biotoxins and hydrographic variables in open waters off the Basque coast (SE Bay of Biscay)

description: This dataset shows hydrographic variables, phytoplankton abundance (potentially toxic taxa), and levels of marine biotoxins in bivalves from an offshore shellfish production area on the Basque coast (southeastern Bay of Biscay). Two zones were monitored: one at an aquaculture experimental site (from December 2013 to December 2023), and another at a mussel farm (from June 2019 to December 2023). Not all variables were measured throughout the entire monitoring period. Sampling frequency also varied, although generally, monthly or fortnightly surveys were conducted (except from September 2015 to March 2016). Hydrographic variables (temperature, salinity, density (sigma theta), light transmission, photosynthetically active radiation, chlorophyll "a", dissolved oxygen concentration, and oxygen saturation) were measured in situ at different depths using continuous vertical profilers, Sea-Bird SBE 25 and 25plus CTD instruments. Due to the multi-year duration of the monitoring, phytoplankton and biotoxin analyses were conducted by different laboratories. The Utermöhl method was employed for the identification and counting of phytoplankton, from May 2014 to May 2017 by the University of the Basque Country, and onwards by Oceansnell. Mussels and oysters were analysed to determine the concentration of toxins related to the Amnesic Shellfish Poisoning (ASP) and the Paralytic Shellfish Poisoning (PSP), together with several lipophilic phytotoxins (i.e., Okadaic Acid (OA), Dinophysistoxins (DTXs), Pectenotoxins (PTXs), Yessotoxins (YTXs) and Azaspiracids (AZAs)). These biotoxins were analysed by the laboratories of Intecmar (from December 2013 to December 2019) and Cecopesca-Anfaco (from January 2020 to June 2023) following the standardized methodology specified in the corresponding EU Regulations. This work was supported by the Fisheries and Aquaculture Directorate, Department of Economic Development, Sustainability and Environment of the Basque Government through the ACULAB Project.
DOI: 10.17632/c9d2k9dw5x.1
title: Dataset of Khorezm dialect words of Uzbek language (Words extracted from books)

description: As part of the study, a dataset was formed, which was used by a rule-oriented algorithm to standardize dialect forms into formal equivalents. In particular, the dataset contains 1340 dialect words:
1) The words in this dataset were compiled thanks to the joint work of expert linguists who are well versed not only in the Uzbek (formal) language, but also in the dialect forms of this language.
2) The sources of words in the dataset was a book, which was written by F. Abdullaev in 1965, published by the A.S. Pushkin Institute of Language and Literature of the Academy of Sciences of the Uzbek SSR..
The dataset was formed manually, no automation processes were carried out except for cases of transliteration of Cyrillic into Latin.
DOI: 10.17632/4dyfj6mdw3.1
title: Expression matrix of transcriptomics

description: Transcriptomics data are intended to prompt research on the relevant mechanism and to use that mechanism as a basis for further experiments. Through the transcriptomics of the TLR2/MAPK/NF-κB pathway, how Ustiloxins leads to kidney injury through the TLR2/MAPK/NF-κB pathway is explained step by step.
DOI: 10.17632/ks22m9w3j5.1
title: Biopsychosocial (BPS) complexity and opioids

description: This study explores the relationship between biopsychosocial (BPS) complexity and opioid prescription in patients with chronic musculoskeletal pain. The study included 3,923 individuals from a tertiary care rehabilitation clinic and aimed to assess the direct and indirect effects of BPS complexity and pain-related factors on opioid prescription.
Using structural equation modeling, the study found that BPS complexity had a direct effect on both the likelihood of opioid prescription and the daily morphine equivalent dose (dMED). Indirect effects were observed through pain severity and depressive symptoms. Pain catastrophizing was also indirectly associated with opioid prescription and dose via pain severity.
The likelihood of opioid prescription was higher among females, those with increased education levels, and those with spine trauma, with the latter two factors also associated with higher dMED. The study concludes that addressing patients' BPS complexity could help reduce opioid prescriptions and the risk of misuse. Key factors include pain severity, depressive symptoms, and sociodemographic variables.
DOI: 10.17632/d2md6kfdnp.1
title: Relatividade Ondulatória em Português

description: Relatividade Ondulatória em português
DOI: 10.17632/tbps84cgxx.1
title: Additively manufactured Co-Cr-Ni multi-principal element alloys with excellent strength and ductility at room and cryogenic temperatures
DOI: 10.17632/tbps84cgxx.2
title: Additively manufactured Co-Cr-Ni multi-principal element alloys with excellent strength and ductility at room and cryogenic temperatures
DOI: 10.60594/w44k5r
title: Ignition tracking data on prescribed fires at Ft. Stewart Army Base 2024

description: Ignition tracking data collected with Garmin GPS and Go Pro recorders for prescribed fire research. Ignitions for the Ft. Stewart 2024 prescribed burns were completed primarily with dragon eggs dropped from a helicopter, and the ground ignitions were completed with a terra torch attached to the back of a pickup truck. On the E11.5 burn unit the dragon ball hopper ran at the '2-Fast' speed setting until 15:04 Zulu time when the operator switched to '4-slow' speed setting for the remainder of that unit. On the E16 units the dragon ball hopper ran at the '4-slow' speed setting for the entire burn. The terra torch ignitions were used to set the black line, that is a line of fire set to have a backing fire burn a side of the unit that will "receive" the main ignitions by the helicopter. The remaining ignitions by the terra torch were used to "clean up/mop up" remaining areas around edges of the burn unit that did ignite due to local conditions (e.g. variability in the landscape).This dataset is part of the Wildland Fire Science Initiative (WFSI) research burn campaign held at Fort Stewart from February 8th 2024 to February 10th 2024. In addition, pre- and post-fire data collection occurred before and after these dates. See the most recent version of the contextual dataset “Fort Stewart 2024: Contextual data for Wildland Fire Science Initiative (WFSI) Research Burn Campaign” for more information about the campaign (see Annotations section for has Metadata link).
DOI: 10.17632/p4xzwc7js3.1
title: ESG penalties R code

description: This is an R code for the research on ESG & financial penalties by Václav Brož and Stephanie Miller.
DOI: 10.17632/g6bdr8wk3h.1
title: proactive law enforcement

description: proactive law enforcement data
DOI: 10.17632/33mn2x779t.1
title: Replication archive for the paper "Safety Nets and Investment Choices"

description: This replication archive provides comprehensive documentation (data, codes and user guide) of the Stata implementation used to replicate the empirical results in the paper “Safety Nets and Investment Choices” by Wang et al. (2025). For detailed description of individual files and step-by-step replication instructions, please refer to the README.pdf file.
DOI: 10.17632/33mn2x779t.2
title: Replication archive for the paper "Safety Nets and Investment Choices"

description: This replication archive provides comprehensive documentation (data, codes and user guide) of the Stata implementation used to replicate the empirical results in the paper “Safety Nets and Investment Choices” by Wang et al. (2025). For detailed description of individual files and step-by-step replication instructions, please refer to the README.pdf file.
DOI: 10.17632/y6zf546s4t.1
title: Decsi et al., 2025_DIB_article

description: Plant leaf samples were collected from untreated and foliar-treated wheat stands with seed priming and seed priming inder drought stressed circumstances, and raw RNA-seq data were obtained from these samples using the Illumina-NGS method.
DOI: 10.17632/x344f79sxv.1
title: Defunding Controversial Industries - Code

description: Replication code for "Defunding Controversial Industries: Can Targeted Credit Rationing Choke Firms?" (Sachdeva, K., Silva, A.F., Slutzky, P. and Xu, B.)
DOI: 10.17632/69mhvw9hpb
title: Results of degradation of methylparaben using carbon felt

description: Results of degradation of methylparaben using carbon felt
DOI: 10.17632/69mhvw9hpb.1
title: Results of degradation of methylparaben using carbon felt

description: Results of degradation of methylparaben using carbon felt