cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30216862
title: Supplementary Material for: Five-Year Cognitive Trajectories in Individuals with Mild Cognitive Impairment and Mild Dementia: Associations with Attendance in a Multimodal Day-Care Program

description: Introduction: Mild cognitive impairment (MCI) and mild dementia are critical stages at which non-pharmacological strategies may help delay further cognitive decline. While multimodal interventions show short-term benefits, evidence on long-term cognitive trajectories, particularly regarding adherence, remains limited. We examined five-year changes in cognitive function among individuals with MCI or mild dementia participating in a multimodal daycare program, focusing on adherence levels.
Methods: This single-arm longitudinal observational study was conducted at the University of Tsukuba Hospital (April 2013–February 2020). The multimodal program (exercise, cognitive training, music and art therapy) run 3 days/week in two 2-hour sessions (morning and afternoon). Most participants (approximately 94%) attended once weekly; some attended more often. Cognitive function was assessed annually using the Japanese version of the Mini-Mental State Examination (MMSE-J). Participants were grouped according to attendance thresholds (i.e., the proportion of sessions attended out of the total sessions scheduled: 50%, 60%, 70%, and 80%) to examine the association with cognitive outcomes. Mixed-effects models adjusted by propensity scores evaluated longitudinal MMSE-J changes.
Results: Among 96 participants (mean age: 71.4; baseline MMSE-J: 26.2; mean participation: 3.8 years), the average annual MMSE-J decline was 0.53 points (95% CI: -0.70, -0.36). At the 60% threshold, ≥60% attendance was associated with a 2.3-point decline (vs. 6.6 points for &lt;60%), yielding a -4.6-point difference (95% CI: -7.38, -1.73). Similar findings appeared at 70% (-4.2 points; 95% CI: -6.78, -1.55) over five years. No significant interactions were observed at the 50% or 80% threshold.
Conclusion: Consistent participation—attending at least 60% of sessions—in a multimodal daycare program was associated with relatively stable cognitive trajectories over five years, indicating the importance of sustained engagement. The findings support the potential value of continued participation and warrant further investigation in controlled settings.
DOI: 10.6084/m9.figshare.30216862.v2
title: Supplementary Material for: Five-Year Cognitive Trajectories in Individuals with Mild Cognitive Impairment and Mild Dementia: Associations with Attendance in a Multimodal Day-Care Program

description: Introduction: Mild cognitive impairment (MCI) and mild dementia are critical stages at which non-pharmacological strategies may help delay further cognitive decline. While multimodal interventions show short-term benefits, evidence on long-term cognitive trajectories, particularly regarding adherence, remains limited. We examined five-year changes in cognitive function among individuals with MCI or mild dementia participating in a multimodal daycare program, focusing on adherence levels.
Methods: This single-arm longitudinal observational study was conducted at the University of Tsukuba Hospital (April 2013–February 2020). The multimodal program (exercise, cognitive training, music and art therapy) run 3 days/week in two 2-hour sessions (morning and afternoon). Most participants (approximately 94%) attended once weekly; some attended more often. Cognitive function was assessed annually using the Japanese version of the Mini-Mental State Examination (MMSE-J). Participants were grouped according to attendance thresholds (i.e., the proportion of sessions attended out of the total sessions scheduled: 50%, 60%, 70%, and 80%) to examine the association with cognitive outcomes. Mixed-effects models adjusted by propensity scores evaluated longitudinal MMSE-J changes.
Results: Among 96 participants (mean age: 71.4; baseline MMSE-J: 26.2; mean participation: 3.8 years), the average annual MMSE-J decline was 0.53 points (95% CI: -0.70, -0.36). At the 60% threshold, ≥60% attendance was associated with a 2.3-point decline (vs. 6.6 points for &lt;60%), yielding a -4.6-point difference (95% CI: -7.38, -1.73). Similar findings appeared at 70% (-4.2 points; 95% CI: -6.78, -1.55) over five years. No significant interactions were observed at the 50% or 80% threshold.
Conclusion: Consistent participation—attending at least 60% of sessions—in a multimodal daycare program was associated with relatively stable cognitive trajectories over five years, indicating the importance of sustained engagement. The findings support the potential value of continued participation and warrant further investigation in controlled settings.
DOI: 10.6084/m9.figshare.30216862.v1
title: Supplementary Material for: Five-Year Cognitive Trajectories in Individuals with Mild Cognitive Impairment and Mild Dementia: Associations with Attendance in a Multimodal Day-Care Program

description: Introduction: Mild cognitive impairment (MCI) and mild dementia are critical stages at which non-pharmacological strategies may help delay further cognitive decline. While multimodal interventions show short-term benefits, evidence on long-term cognitive trajectories, particularly regarding adherence, remains limited. We examined five-year changes in cognitive function among individuals with MCI or mild dementia participating in a multimodal daycare program, focusing on adherence levels.
Methods: This single-arm longitudinal observational study was conducted at the University of Tsukuba Hospital (April 2013–February 2020). The multimodal program (exercise, cognitive training, music and art therapy) run 3 days/week in two 2-hour sessions (morning and afternoon). Most participants (approximately 94%) attended once weekly; some attended more often. Cognitive function was assessed annually using the Japanese version of the Mini-Mental State Examination (MMSE-J). Participants were grouped according to attendance thresholds (i.e., the proportion of sessions attended out of the total sessions scheduled: 50%, 60%, 70%, and 80%) to examine the association with cognitive outcomes. Mixed-effects models adjusted by propensity scores evaluated longitudinal MMSE-J changes.
Results: Among 96 participants (mean age: 71.4; baseline MMSE-J: 26.2; mean participation: 3.8 years), the average annual MMSE-J decline was 0.53 points (95% CI: -0.70, -0.36). At the 60% threshold, ≥60% attendance was associated with a 2.3-point decline (vs. 6.6 points for &lt;60%), yielding a -4.6-point difference (95% CI: -7.38, -1.73). Similar findings appeared at 70% (-4.2 points; 95% CI: -6.78, -1.55) over five years. No significant interactions were observed at the 50% or 80% threshold.
Conclusion: Consistent participation—attending at least 60% of sessions—in a multimodal daycare program was associated with relatively stable cognitive trajectories over five years, indicating the importance of sustained engagement. The findings support the potential value of continued participation and warrant further investigation in controlled settings.
DOI: 10.5281/zenodo.17474934
title: Hans Island AWS Data

description: Observational winds recorded at the Hans Island atmospheric weather station (AWS). The installation of the Hans Island AWS was carried out collaboratively by a team comprising members from the United States, Canada, Denmark, and the United Kingdom in May 2008. Wind speed and direction data were made available beginning in September 2014 at 30-minute intervals through October 8, 2020, with some gaps in the data. From 2016 to 2019.
DOI: 10.5281/zenodo.17474933
title: Hans Island AWS Data

description: Observational winds recorded at the Hans Island atmospheric weather station (AWS). The installation of the Hans Island AWS was carried out collaboratively by a team comprising members from the United States, Canada, Denmark, and the United Kingdom in May 2008. Wind speed and direction data were made available beginning in September 2014 at 30-minute intervals through October 8, 2020, with some gaps in the data. From 2016 to 2019.
DOI: 10.5281/zenodo.10631312
title: Current and Future Flood maps for Flood risk assessment under the Shared Socioeconomic Pathways in the Greater Accra region, Ghana

description: The study used 15 flood conditioning factors in simulating current and future flood conditions under the SSP scenarios using the Frequency Ratio (FR) model
DOI: 10.6084/m9.figshare.30479276
title: Emission sensitivity of ten stations across China

description: Our study estimated the latest HFC emissions in China during 2018-2021. The dataset are the emission sensitivities we used in our study.
DOI: 10.6084/m9.figshare.30479276.v1
title: Emission sensitivity of ten stations across China

description: Our study estimated the latest HFC emissions in China during 2018-2021. The dataset are the emission sensitivities we used in our study.
DOI: 10.48366/r1558940
title: Effect of cattle silvopastoral systems relative to treeless pastures on the diversity, richness, and abundance of macroinvertebrates 

description: This comparison provides a supplementary vote count analysis for the article, “Meta-analysis shows overall benefits of cattle silvopastoral systems for biodiversity in fragmented forest landscapes,” submitted to the journal Ecological Applications. The meta-analysis examines the effect of silvopastoral systems (SPS) relative to treeless pastures and forests on three measures of biodiversity (species richness, abundance, and diversity) across seven taxa (birds, dung beetles, insects other than dung beetles, vertebrates, plants, soil bacteria and fungi, and soil macroinvertebrates). To do this, we calculated standardized effect sizes (log response ratios) that combine species richness, abundance, and diversity values reported in the 45 scientific documents included in our meta-analysis. 

We use this ORKG comparison to conduct a simple vote count of SPS effects based on the values originally reported in these documents, focusing on the effect of SPS relative to treeless pastures on macroinvertebrates (n=30 contributions, referred to as effect sizes in the meta-analysis). Four contributions reported no effect of SPS on macroinvertebrate biodiversity compared with treeless pastures; three reported a positive effect; and three reported a negative effect. In the majority of cases (n=20), the original contribution lacked a corresponding comparative statistical analysis, as indicated by “NA” in the “outcome” row. Therefore, it is not possible to compare the vote count outcome with the meta-analysis, which showed that macroinvertebrate biodiversity was significantly higher in SPS compared to treeless pastures.
DOI: 10.5281/zenodo.10726398
title: Code and data for IISE transaction research

description: Please see the link in readme.txt to download the dataset and log files! And Please use the most recent version V3. this version is V2 which may contain bugs.
DOI: 10.5281/zenodo.10166044
title: Code and data for IISE transaction research

description: Please see the link in readme.txt to download the dataset and log files!
DOI: 10.15468/dl.vp9g2s
title: Occurrence Download

description: A dataset containing 189 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "TaxonKey is Psidium cattleianum"
 ]
}

 The dataset includes 189 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006459-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2syp8k
title: Occurrence Download

description: A dataset containing 448 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ligustrum foliosum"
 ]
}

 The dataset includes 448 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006460-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17474551
title: DMRsegaldata Source Files

description:  Data package providing example DNA methylation files. Includes a sorted beta matrix as a tab-delimited, bgzip-compressed file and a matching phenotype table. The data contains 10 healthy and 10 cancer samples, and preprocessing has already been performed on the beta values.
DOI: 10.5517/ccdc.csd.cc2mkvtw
title: CSD 2430239: Experimental Crystal Structure Determination

description: Related Article: Li Hao|2025|CSD Communication|||
description: Related Article: Hao Li, Zhenghan Zhang, Yanan Xu, Shiyue Zhang, Pengliang Gu, Qing Hu, Yu Zhang, Wenkai Wang, Zhan Shi, Xinyi Fu, Jian Li, Hongbin Du|2025|Dalton Trans.|54|13103|doi:10.1039/D5DT01631B
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.48366/r1558942
title: Effect of cattle silvopastoral systems relative to treeless pastures on the diversity, richness, and abundance of plants 

description: This comparison provides a supplementary vote count analysis for the article, “Meta-analysis shows overall benefits of cattle silvopastoral systems for biodiversity in fragmented forest landscapes,” submitted to the journal Ecological Applications. The meta-analysis examines the effect of silvopastoral systems (SPS) relative to treeless pastures and forests on three measures of biodiversity (species richness, abundance, and diversity) across seven taxa (birds, dung beetles, insects other than dung beetles, vertebrates, plants, soil bacteria and fungi, and soil macroinvertebrates). To do this, we calculated standardized effect sizes (log response ratios) that combine species richness, abundance, and diversity values reported in the 45 scientific documents included in our meta-analysis. 

We use this ORKG comparison to conduct a simple vote count of SPS effects based on the values originally reported in these documents, focusing on the effect of SPS relative to treeless pastures on plants (n=3 contributions, referred to as effect sizes in the meta-analysis). All three contributions reported no effect of SPS on plant biodiversity compared with treeless pastures. In contrast, the meta-analysis indicated that plant biodiversity was significantly higher in SPS than in treeless pastures.

Please note that the following document was included in the meta-analysis, but was not included in this ORKG comparison because it did not meet the platform’s requirements:

“The Swiss Mountain Wooded Pastures: Patterns and Processes” by Buttler et al. (2009)
DOI: 10.15468/dl.es4utt
title: Occurrence Download

description: A dataset containing 22175 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is PlantTracker data from 2012 onwards"
 ]
}

 The dataset includes 22175 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006461-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71870/9hr9-3075
title: Data from post-tensioned reinforced and fibre reinforced concrete beams measured by Distributed Optic Fibre Sensors. Force introduction, long-term and loading to failure stages.
title: Data från efterspända armerade och fiberarmerade betongbalkar uppmätta med distribuerade optiska fibersensorer. Kraftintroduktion, långtidsbeteende och belastning till brott.

description: The dataset contains information from tests conducted on four concrete beams. The experimental program includes two main phases: a long-term monitoring phase, which evaluates time-dependent effects and post-tensioning losses, and a load-to-failure phase, where the beams are tested under a four-point bending configuration until failure.

The primary data collected consists of strain measurements obtained using Distributed Optical Fibre Sensors (DOFS) installed along the length of each beam. During the load-to-failure tests, the dataset also includes key information on the applied forces, bending moments, and the measured deflections under the jack loading points.
description: Datasetet innehåller information från tester som utförts på fyra betongbalkar. Försöksprogrammet består av två huvudsakliga faser: en långtidsövervakningsfas, där tidsberoende fenomen och förluster i förspänning utvärderas, samt en brottfas, där balkarna belastas till brott i en fyrpunktsböjkonfiguration.

Den huvudsakliga datainsamlingen består av töjningsmätningar med hjälp av distribuerade optiska fibergivare (DOFS) som är installerade längs balkarnas längd. Under brottfasen innehåller datasetet även viktig information om applicerade laster, böjmoment samt de uppmätta nedböjningarna vid domkraftslasterna.
DOI: 10.71870/bwys-7341
title: Data from post-tensioned reinforced and fibre reinforced concrete beams measured by Distributed Optic Fibre Sensors. Force introduction, long-term and loading to failure stages.
title: Data från efterspända armerade och fiberarmerade betongbalkar uppmätta med distribuerade optiska fibersensorer. Kraftintroduktion, långtidsbeteende och belastning till brott.

description: The dataset contains information from tests conducted on four concrete beams. The experimental program includes two main phases: a long-term monitoring phase, which evaluates time-dependent effects and post-tensioning losses, and a load-to-failure phase, where the beams are tested under a four-point bending configuration until failure.

The primary data collected consists of strain measurements obtained using Distributed Optical Fibre Sensors (DOFS) installed along the length of each beam. During the load-to-failure tests, the dataset also includes key information on the applied forces, bending moments, and the measured deflections under the jack loading points.
description: Datasetet innehåller information från tester som utförts på fyra betongbalkar. Försöksprogrammet består av två huvudsakliga faser: en långtidsövervakningsfas, där tidsberoende fenomen och förluster i förspänning utvärderas, samt en brottfas, där balkarna belastas till brott i en fyrpunktsböjkonfiguration.

Den huvudsakliga datainsamlingen består av töjningsmätningar med hjälp av distribuerade optiska fibergivare (DOFS) som är installerade längs balkarnas längd. Under brottfasen innehåller datasetet även viktig information om applicerade laster, böjmoment samt de uppmätta nedböjningarna vid domkraftslasterna.
DOI: 10.48366/r1558944
title: Effect of cattle silvopastoral systems relative to treeless pastures on the diversity, richness, and abundance of vertebrates 

description: This comparison provides a supplementary vote count analysis for the article, “Meta-analysis shows overall benefits of cattle silvopastoral systems for biodiversity in fragmented forest landscapes,” submitted to the journal Ecological Applications. The meta-analysis examines the effect of silvopastoral systems (SPS) relative to treeless pastures and forests on three measures of biodiversity (species richness, abundance, and diversity) across seven taxa (birds, dung beetles, insects other than dung beetles, vertebrates, plants, soil bacteria and fungi, and soil macroinvertebrates). To do this, we calculated standardized effect sizes (log response ratios) that combine species richness, abundance, and diversity values reported in the 45 scientific documents included in our meta-analysis. 

We use this ORKG comparison to conduct a simple vote count of SPS effects based on the values originally reported in these documents, focusing on the effect of SPS relative to treeless pastures on vertebrates (n=3 contributions, referred to as effect sizes in the meta-analysis). All three contributions reported no effect of SPS on vertebrate biodiversity compared with treeless pastures, consistent with the outcomes of the meta-analysis.
DOI: 10.17630/5b74ef65-65d0-45de-9481-1c2a64038910
title: Ligand Variations in Low Oxidation State Group 13 and Group 14 Compounds: Synthesis, Characterisation, and Novel Reactivity (Thesis data)

description: This dataset contains experimental characterisation data supporting the results reported in this thesis. The files include: 1. NMR spectra (¹H, ¹³C, ³¹P, and others where applicable) provided as: Raw instrument files in Bruker format (MestReNova, TopSpin software may be required). 2. Single-crystal X-ray diffraction (SCXRD) data, provided as: .cif files containing structural data. These can be viewed with freely available crystallographic software such as Mercury (CCDC).
The data files are embargoed until 20/10/2028
DOI: 10.5281/zenodo.14829359
title: An Optimized YOLOv8n Based Model for Real Time Defect Detection in Taro Strip Production

description: Taro production is predominantly manual, creating a need for automated defect detection in processing lines to improve efficiency and product quality. Traditional computer vision methods lack accuracy under practical industrial production conditions, while deep learning approaches, though robust, are often computationally expensive. This study presents a modified YOLOv8n model designed for automated defect detection of taro strips in industrial production environments where real-time processing and high accuracy are critical. The proposed model integrates several architectural innovations: a Bi-directional Feature Pyramid Network (BiFPN) to facilitate improved multi-scale feature fusion, the VoV-GSCSP module to replace the conventional C2f block and reduce computational complexity, and a shared parameter detection head to further lighten the model. In addition, an embedded Wise Intersection over Union (WIoU) loss function is used to accelerate convergence and improve prediction accuracy by optimizing bounding box alignment with ground truth data. Multiple data augmentation strategies, such as noise, motion, lighting, and background, are used in training to mitigate the risk of overfitting and enhance model scalability. Both offline and online experimental results demonstrate that the optimized model achieves an average mean detection accuracy (mAP50) of over 99%, with a precision and recall of over 0.99, and 3.23 G FLOPs. These results are significantly better than those of the original YOLOv8n, which achieved an mAP50 of 94.63%, a precision of 0.955, and a recall of 0.934. When deployed on a Raspberry Pi 5, the modified model demonstrates good robustness and generalization by accurately detecting defects in previously unseen taro-strip data. These results clearly show the advantages of the proposed method in terms of accuracy and computational efficiency, making it ideal for real-time taro-strip defect detection.