cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.tyaez4
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((116.942 5.788142, 116.87138 5.782571, 116.802503 5.765997, 116.737068 5.738827, 116.67669 5.701733, 116.622856 5.655629, 116.576893 5.601653, 116.539932 5.541136, 116.512881 5.475569, 116.496403 5.406569, 116.490901 5.335834, 116.496505 5.265108, 116.513075 5.196131, 116.540199 5.1306, 116.577207 5.070128, 116.623186 5.016202, 116.677004 4.970149, 116.737335 4.9331, 116.802697 4.905966, 116.871482 4.889414, 116.942 4.883851, 117.012518 4.889414, 117.081303 4.905966, 117.146665 4.9331, 117.206996 4.970149, 117.260814 5.016202, 117.306793 5.070128, 117.343801 5.1306, 117.370925 5.196131, 117.387495 5.265108, 117.393099 5.335834, 117.387597 5.406569, 117.371119 5.475569, 117.344068 5.541136, 117.307107 5.601653, 117.261144 5.655629, 117.20731 5.701733, 117.146932 5.738827, 117.081497 5.765997, 117.01262 5.782571, 116.942 5.788142))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002172-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/84747xxmnc.1
title: Plastic beverage bottles without a deposit on the Dutch market

description: This dataset belongs to the public report that we are preparing on Dutch plastic beverage bottles.
In the months November 2025 to January 2026 various sales outlets for beverage bottles were visited and beverage bottles were purchased that are not part of the deposit refund system. These bottles were analysed with respect to their residues after consumption, various design aspects and a recyclability parameter (the mass share of targeted material).
DOI: 10.5281/zenodo.18223055
title: Facile molten salt synthesis of bimetallic NiFe-Ti3C2x MXene nano-hybrid as an efficient oxygen evolution electrocatalyst

description: This dataset underpins the following article published in NPJ 2D Mater. Appl. "Facile molten salt synthesis of bimetallic NiFe-Ti3C2x MXene nano-hybrid as an efficient oxygen evolution electrocatalyst".

https://doi.org/10.1038/s41699-026-00660-x

Data files will be uploaded here. Please check the updated version.

For further details, see the readme.txt file.
DOI: 10.5281/zenodo.18223056
title: Facile molten salt synthesis of bimetallic NiFe-Ti3C2x MXene nano-hybrid as an efficient oxygen evolution electrocatalyst

description: This dataset underpins the following article published in NPJ 2D Mater. Appl. "Facile molten salt synthesis of bimetallic NiFe-Ti3C2x MXene nano-hybrid as an efficient oxygen evolution electrocatalyst".

https://doi.org/10.1038/s41699-026-00660-x

Data files will be uploaded here. Please check the updated version.

For further details, see the readme.txt file.
DOI: 10.34808/ve4d-zc53
title: Raw files from digital image correlation analysis of total shrinkage of 3D-printed concrete reference mixture. Part 4/4

description: Raw image files recorded by the ARAMIS digital image correlation system for 3D-printed concrete reference mixtures. The files were used for displacement and strain analysis. Sample designation in the files is consistent with the sample designation used in the manuscript associated with the dataset. Part 4/4
M0 - reference sampleM20B - 20% of aggregate replaced with brick aggregateM20M - 20% of aggregate replaced with magnetite aggregate
DOI: 10.17632/h3732b29pp
title: Antimony coprecipitation suppresses microbial reduction of goethite and hematite and limits Sb release across particle sizes

description: This dataset contains data associated with the manuscript "Antimony coprecipitation suppresses microbial reduction of goethite and hematite and limits Sb release across particle sizes".
DOI: 10.17632/h3732b29pp.2
title: Antimony coprecipitation suppresses microbial reduction of goethite and hematite and limits Sb release across particle sizes

description: This dataset contains data associated with the manuscript "Antimony coprecipitation suppresses microbial reduction of goethite and hematite and limits Sb release across particle sizes".
DOI: 10.3886/e244531
title: College of Nursing Sciences, Eket, Akwa Ibom State, 2026/2027 ADMISSION FORM is out call 09031383306 DR MR JAMES (+249031383306) for TRANSCRIPT Collection School Admin Line 09031383306 To apply Also 2026/2027 Nursing form

description: College of Nursing Sciences, Eket, Akwa Ibom State, 2026/2027 ADMISSION FORM is out call 09031383306 DR MR JAMES (+249031383306) for TRANSCRIPT Collection School Admin Line 09031383306 To apply Also 2026/2027 Nursing form
DOI: 10.17632/43w5t58gxy
title: Data and Code for: Risk assessment of Empoasca fabae in China under CMIP6 scenarios: Integrating climatic suitability and host plant distribution

description: This dataset contains the occurrence records and R scripts associated with the manuscript "Risk assessment of Empoasca fabae in China under CMIP6 scenarios". It includes the raw and spatially thinned occurrence data of Empoasca fabae, as well as the complete R code workflow for spatial thinning, variable selection, MaxEnt model optimization (using ENMeval), model projection under CMIP6 scenarios, and downstream analyses (centroid migration and potato risk assessment).
DOI: 10.17632/43w5t58gxy.1
title: Data and Code for: Risk assessment of Empoasca fabae in China under CMIP6 scenarios: Integrating climatic suitability and host plant distribution

description: This dataset contains the occurrence records and R scripts associated with the manuscript "Risk assessment of Empoasca fabae in China under CMIP6 scenarios". It includes the raw and spatially thinned occurrence data of Empoasca fabae, as well as the complete R code workflow for spatial thinning, variable selection, MaxEnt model optimization (using ENMeval), model projection under CMIP6 scenarios, and downstream analyses (centroid migration and potato risk assessment).
DOI: 10.17632/ytmwsf2997
title: Software Projects User Stories Estimates with PRED & MMRE

description: This dataset contains empirical software effort estimation data collected from ten completed industrial web and mobile application projects, comprising over 100 user stories, developed by professional software teams. The data was gathered as part of an empirical study investigating the accuracy of human-based and Generative AI based software effort estimation techniques. The projects span multiple application domains, including finance, healthcare, on-demand services, AI-enabled systems, and design platforms, and represent real-world agile development environments. All projects were completed prior to data collection, allowing the inclusion of actual recorded effort for each user story. For each user story, the dataset includes:

Project and Story Identifiers
Unique identifiers for projects and their corresponding user stories, enabling traceability and project-level aggregation.

Actual Effort
The real development effort spent on each user story, recorded from project logs and expressed in person-hours (PH).

Single-Point Expert Judgment Estimate (EJ(SP))
An effort estimate provided by an experienced practitioner who was directly involved in the corresponding project, serving as an industrial baseline.

Planning Poker Estimate (PP)
Consensus-based effort estimates produced by trained, balanced teams of experienced software professionals using the Planning Poker technique and a modified Fibonacci scale.

Generative AI–Based Estimates
Independent single-point effort estimates generated for each user story using four widely used Generative AI tools:
ChatGPT, DeepSeek, Microsoft Copilot & Google Gemini

All AI tools were prompted using an identical, structured prompt protocol and zero-shot learning setup to ensure fairness and reproducibility.

The dataset is suitable for:
Comparative evaluation of human vs. AI-based effort estimation, Analysis of estimation accuracy using metrics such as MMRE and PRED(25).
Research on agile estimation techniques, large language models, and requirements-based effort prediction, Replication studies and benchmarking of emerging AI estimation approaches. By providing real industrial data with multiple estimation perspectives and ground-truth effort values, this dataset supports reproducible and transparent research in software effort estimation and AI-assisted project planning.
DOI: 10.17632/ytmwsf2997.2
title: Software Projects User Stories Estimates with PRED & MMRE

description: This dataset contains empirical software effort estimation data collected from ten completed industrial web and mobile application projects, comprising over 100 user stories, developed by professional software teams. The data was gathered as part of an empirical study investigating the accuracy of human-based and Generative AI based software effort estimation techniques. The projects span multiple application domains, including finance, healthcare, on-demand services, AI-enabled systems, and design platforms, and represent real-world agile development environments. All projects were completed prior to data collection, allowing the inclusion of actual recorded effort for each user story. For each user story, the dataset includes:

Project and Story Identifiers
Unique identifiers for projects and their corresponding user stories, enabling traceability and project-level aggregation.

Actual Effort
The real development effort spent on each user story, recorded from project logs and expressed in person-hours (PH).

Single-Point Expert Judgment Estimate (EJ(SP))
An effort estimate provided by an experienced practitioner who was directly involved in the corresponding project, serving as an industrial baseline.

Planning Poker Estimate (PP)
Consensus-based effort estimates produced by trained, balanced teams of experienced software professionals using the Planning Poker technique and a modified Fibonacci scale.

Generative AI–Based Estimates
Independent single-point effort estimates generated for each user story using four widely used Generative AI tools:
ChatGPT, DeepSeek, Microsoft Copilot & Google Gemini

All AI tools were prompted using an identical, structured prompt protocol and zero-shot learning setup to ensure fairness and reproducibility.

The dataset is suitable for:
Comparative evaluation of human vs. AI-based effort estimation, Analysis of estimation accuracy using metrics such as MMRE and PRED(25).
Research on agile estimation techniques, large language models, and requirements-based effort prediction, Replication studies and benchmarking of emerging AI estimation approaches. By providing real industrial data with multiple estimation perspectives and ground-truth effort values, this dataset supports reproducible and transparent research in software effort estimation and AI-assisted project planning.
DOI: 10.6084/m9.figshare.31109596
title: <b>βC1 protein</b><b>s promote plant drought tolerance by functionally mimicking an endogenous regulator of</b><b> </b><b>cross-plasma membrane water transport</b>

description: Plant interactions with biotic factors, such as viruses, often result in altered responses to abiotic stresses like drought. While a handful of case studies are available, the factors and mechanisms underlying these changes remain poorly understood. In this study, we demonstrate that two geminivirus-betasatellite complexes significantly enhance plant survival and the population growth of their insect vectors during water withdrawal. The βC1 protein encoded in betasatellites plays a key role in conferring drought tolerance in an abscisic acid-independent manner. βC1 interacts with the plasma membrane intrinsic protein NbPIP1:1 in <i>Nicotiana benthamiana</i>. In basal conditions, NbPIP1:1 oligomerizes to form water channels, promoting water loss. The water channel activity of NbPIP1:1 is modulated by another aquaporin, NbPIP2:4, which disrupts NbPIP1:1 multimerization and water channel activity by forming hetero-oligomers. Similar to NbPIP2:4, βC1 inhibits NbPIP1:1 multimerization and water channel activity, thereby decreasing water loss and promoting drought tolerance. Our findings uncover a novel molecular mechanism underlying virus-induced drought tolerance, wherein a viral protein mimics the function of an endogenous regulator of cross-plasma membrane water transport.
DOI: 10.6084/m9.figshare.31109596.v1
title: <b>βC1 protein</b><b>s promote plant drought tolerance by functionally mimicking an endogenous regulator of</b><b> </b><b>cross-plasma membrane water transport</b>

description: Plant interactions with biotic factors, such as viruses, often result in altered responses to abiotic stresses like drought. While a handful of case studies are available, the factors and mechanisms underlying these changes remain poorly understood. In this study, we demonstrate that two geminivirus-betasatellite complexes significantly enhance plant survival and the population growth of their insect vectors during water withdrawal. The βC1 protein encoded in betasatellites plays a key role in conferring drought tolerance in an abscisic acid-independent manner. βC1 interacts with the plasma membrane intrinsic protein NbPIP1:1 in <i>Nicotiana benthamiana</i>. In basal conditions, NbPIP1:1 oligomerizes to form water channels, promoting water loss. The water channel activity of NbPIP1:1 is modulated by another aquaporin, NbPIP2:4, which disrupts NbPIP1:1 multimerization and water channel activity by forming hetero-oligomers. Similar to NbPIP2:4, βC1 inhibits NbPIP1:1 multimerization and water channel activity, thereby decreasing water loss and promoting drought tolerance. Our findings uncover a novel molecular mechanism underlying virus-induced drought tolerance, wherein a viral protein mimics the function of an endogenous regulator of cross-plasma membrane water transport.
DOI: 10.17632/d3brw8ng4c
title: Brief Report: A pharmacokinetic study of single-dose periungual methotrexate injections that induced multi month remission of Nail Psoriasis in five patients.

description: This dataset contains supplementary methods and results for the article "Brief Report: A pharmacokinetic study of single-dose periungual methotrexate injections that induced multi month remission of Nail Psoriasis in five patients.", submitted to Journal of American Academy of Dermatology .
DOI: 10.17632/d3brw8ng4c.1
title: Brief Report: A pharmacokinetic study of single-dose periungual methotrexate injections that induced multi month remission of Nail Psoriasis in five patients.

description: This dataset contains supplementary methods and results for the article "Brief Report: A pharmacokinetic study of single-dose periungual methotrexate injections that induced multi month remission of Nail Psoriasis in five patients.", submitted to Journal of American Academy of Dermatology .
DOI: 10.15468/dl.2xpvuu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((100.196 1.510182, 100.125713 1.504614, 100.057157 1.488048, 99.992023 1.46089, 99.93191299999999 1.423811, 99.878308 1.377723, 99.83252899999999 1.323763, 99.79570200000001 1.263259, 99.768733 1.197701, 99.752287 1.128704, 99.74676599999999 1.057967, 99.752307 0.987232, 99.768772 0.918239, 99.795754 0.852689, 99.83259099999999 0.792194, 99.878373 0.738243, 99.931974 0.6921659999999999, 99.992075 0.655095, 100.057196 0.627945, 100.125733 0.611383, 100.196 0.605816, 100.266267 0.611383, 100.334804 0.627945, 100.399925 0.655095, 100.460026 0.6921659999999999, 100.513627 0.738243, 100.559409 0.792194, 100.596246 0.852689, 100.623228 0.918239, 100.639693 0.987232, 100.645234 1.057967, 100.639713 1.128704, 100.623267 1.197701, 100.596298 1.263259, 100.559471 1.323763, 100.513692 1.377723, 100.460087 1.423811, 100.399977 1.46089, 100.334843 1.488048, 100.266287 1.504614, 100.196 1.510182))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002175-260120142942310/datasets/export for details.
DOI: 10.15468/dl.3zav2y
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((119.203 5.788142, 119.13238 5.782571, 119.063503 5.765997, 118.998068 5.738827, 118.93769 5.701733, 118.883856 5.655629, 118.837893 5.601653, 118.800932 5.541136, 118.773881 5.475569, 118.757403 5.406569, 118.751901 5.335834, 118.757505 5.265108, 118.774075 5.196131, 118.801199 5.1306, 118.838207 5.070128, 118.884186 5.016202, 118.938004 4.970149, 118.998335 4.9331, 119.063697 4.905966, 119.132482 4.889414, 119.203 4.883851, 119.273518 4.889414, 119.342303 4.905966, 119.407665 4.9331, 119.467996 4.970149, 119.521814 5.016202, 119.567793 5.070128, 119.604801 5.1306, 119.631925 5.196131, 119.648495 5.265108, 119.654099 5.335834, 119.648597 5.406569, 119.632119 5.475569, 119.605068 5.541136, 119.568107 5.601653, 119.522144 5.655629, 119.46831 5.701733, 119.407932 5.738827, 119.342497 5.765997, 119.27362 5.782571, 119.203 5.788142))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 34 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002176-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6tsuss
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Carex capillacea"
 ]
}

 The dataset includes 28 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002177-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18300225
title: Dataset and model for "Permeability impairment by hydrodynamic pore bridging: probabilistic pore-network modelling and microfluidic experiments"
DOI: 10.5281/zenodo.18171583
title: Visual masking modulates but is not required for attribute amnesia
DOI: 10.5281/zenodo.18300224
title: Dataset and model for "Permeability impairment by hydrodynamic pore bridging: probabilistic pore-network modelling and microfluidic experiments"
DOI: 10.5281/zenodo.18171582
title: Visual masking modulates but is not required for attribute amnesia
DOI: 10.5281/zenodo.18324281
title: Raw measured Timepix2 data from measuring of half life of second excited state in Np-237

description: Raw measured Timepix2 data from measuring of half life of second excited state in Np-237. Parametrs of used Timepix2 parametr are documented in corespondent publication.
DOI: 10.5281/zenodo.18324282
title: Raw measured Timepix2 data from measuring of half life of second excited state in Np-237

description: Raw measured Timepix2 data from measuring of half life of second excited state in Np-237. Parametrs of used Timepix2 parametr are documented in corespondent publication.
DOI: 10.15468/dl.rq2dfb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((100.757 1.511182, 100.686713 1.505614, 100.618157 1.489048, 100.553022 1.46189, 100.492912 1.424811, 100.439308 1.378723, 100.393529 1.324763, 100.356702 1.264259, 100.329733 1.198701, 100.313287 1.129704, 100.307766 1.058967, 100.313307 0.988232, 100.329772 0.919239, 100.356754 0.853689, 100.393591 0.793194, 100.439373 0.739243, 100.492974 0.6931659999999999, 100.553075 0.656095, 100.618196 0.628945, 100.686733 0.612383, 100.757 0.606816, 100.827267 0.612383, 100.895804 0.628945, 100.960925 0.656095, 101.021026 0.6931659999999999, 101.074627 0.739243, 101.120409 0.793194, 101.157246 0.853689, 101.184228 0.919239, 101.200693 0.988232, 101.206234 1.058967, 101.200713 1.129704, 101.184267 1.198701, 101.157298 1.264259, 101.120471 1.324763, 101.074692 1.378723, 101.021088 1.424811, 100.960978 1.46189, 100.895843 1.489048, 100.827287 1.505614, 100.757 1.511182))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002179-260120142942310/datasets/export for details.
DOI: 10.5517/ccdc.csd.cc2nnzmy
title: CCDC 2463031: Experimental Crystal Structure Determination

description: Related Article: XIANGBING qi|2026|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.