cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/inscriptifact-ouc110614382
title: Persepolis Fortification Elamite Tablet 0632, PF-NN 0632

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF-NN 0632 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text. Aramaic ink inscription on reverse. Seal impression on reverse, upper edge and left edge. ❧ [Physical Object Note:] Minor damage to tablet. Large crack on reverse.
DOI: 10.25549/inscriptifact-ouc110614279
title: Persepolis Fortification Elamite Tablet 0495, PF-NN 0495

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF-NN 0495 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text. Aramaic ink inscription on right edge, obverse, reverse and bottom edge toward right edge. Seal impression on left edge. ❧ [Physical Object Note:] Minor chipping on obverse toward round edge and reverse.
DOI: 10.3886/e240034v1
title: India Battery Energy Storage System (BESS) Market Analysis

description: The India Battery Energy Storage System (BESS) Market was valued at USD
306.3 million in 2024 and is projected to grow to USD 386.5 million by 2025.
The market is forecasted to expand significantly, reaching USD 1.24 billion by
2030, with a compound annual growth rate (CAGR) of 26.2% from 2025 to 2030. Key
drivers include rising electricity demand, increasing renewable energy
capacity, and climate-related challenges such as grid instability.<br><br>For more information visit: https://www.nextmsc.com/report/india-battery-energy-storage-system-bess-market-ep3588
DOI: 10.15468/dl.ypdavm
title: Occurrence Download

description: A dataset containing 387 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Laurelia sempervirens",
 "Country is Chile",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 387 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026937-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110613188
title: Persepolis Fortification Elamite Tablet 2027, PF 2027

description: [Text Description:] Administrative text ❧ [Text or Publication Number Note:] PF 2027 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on reverse and left edge. ❧ [Physical Object Note:] Minor cracks and chips on tablet.
DOI: 10.3886/e240033v1
title: Global Organic Soda Market Analysis

description: The global Organic Soda Market was valued at USD 8.13 billion in 2024 and
is expected to reach USD 8.62 billion by the end of 2025. The market is
projected to grow to USD 11.50 billion by 2030, representing a compound annual
growth rate (CAGR) of 5.94% from 2025 to 2030. Growth is driven by
urbanization, rising disposable incomes, increasing health consciousness, and
growing demand for natural, premium, and functional beverages.<br><br>For more information visit: https://www.nextmsc.com/report/organic-soda-market-rc3589
DOI: 10.25549/inscriptifact-ouc110616056
title: Persepolis Fortification Elamite Tablet 2545, PF-NN 2545

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF-NN 2545 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text. Aramaic ink inscription on reverse, upper edge and left edge. Seal impression on reverse, upper edge and left edge. ❧ [Physical Object Note:] Cracks throughout tablet. Reverse chipped toward round edge.
DOI: 10.25549/inscriptifact-ouc110613185
title: Persepolis Fortification Elamite Tablet 2034, PF 2034

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF 2034 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text. Aramaic ink inscription on reverse. Seal impression on reverse, upper edge, bottom edge, left edge and right edge. ❧ [Physical Object Note:] Cracks throughout tablet.
DOI: 10.25549/inscriptifact-ouc110613169
title: Persepolis Fortification Elamite Tablet 2027, PF 2027

description: [Text Description:] Administrative text ❧ [Text or Publication Number Note:] PF 2027 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on reverse and left edge. ❧ [Physical Object Note:] Minor cracks and chips on tablet.
DOI: 10.25549/inscriptifact-ouc110616036
title: Persepolis Fortification Elamite Tablet 2358, PF-NN 2458

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF-NN 2458 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on reverse and left edge. ❧ [Physical Object Note:] Flat edge toward upper edge broken.
DOI: 10.25549/inscriptifact-ouc110616037
title: Persepolis Fortification Elamite Tablet 2545, PF-NN 2545

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF-NN 2545 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text. Aramaic ink inscription on reverse, upper edge and left edge. Seal impression on reverse, upper edge and left edge. ❧ [Physical Object Note:] Cracks throughout tablet. Reverse chipped toward round edge.
DOI: 10.25549/inscriptifact-ouc110613167
title: Persepolis Fortification Elamite Tablet 2027, PF 2027

description: [Text Description:] Administrative text ❧ [Text or Publication Number Note:] PF 2027 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on reverse and left edge. ❧ [Physical Object Note:] Minor cracks and chips on tablet.
DOI: 10.25549/inscriptifact-ouc1sto1610462
title: InscriptiFact -- an image database of inscriptions and artifacts

description: The InscriptiFact Collection is designed to allow access via the Internet to high-resolution images of ancient inscriptions and artifacts, primarily from the Near Eastern and Mediterranean Worlds. The targeted inscriptions constitute some of the world’s earliest written records, which are mostly housed in a number of international museums and libraries, as well as field projects where inscriptions still remain in situ. Included, for example, are, selected Dead Sea Scrolls; cuneiform tablets from Mesopotamia, Persia, Canaan and Egypt; early Jewish papyri from Egypt; lapidary inscriptions, primarily from Jordan, Lebanon and Cyprus; inscriptions on a variety of hard media (e.g., ostraca, copper, semi-precious stones, jar handles) mostly written in early Canaanite, Phoenician, Hebrew, Aramaic, Ammonite and Edomite; and much more. These ancient texts are foundational documents that serve as a point of reference for Judaism, Christianity, Islam and the cultures out of which they emerged. The name "InscriptiFact" is intended to convey the concept of a scholarly archive based on "facts" about "inscriptions" and "artifacts." West Semitic Research Project (WSRP) under the auspices of the University of Southern California (USC) is broadly acknowledged as a leader in the application of photographic and digital technologies to capture and analyze data of ancient texts. The West Semitic Research image archive now contains approximately 1,500,000 images. Important! Search terms with more than one word or number need to be enclosed in quotation marks.Guide to Searching InscriptiFact
DOI: 10.25549/inscriptifact-ouc110613161
title: Persepolis Fortification Elamite Tablet 2027, PF 2027

description: [Text Description:] Administrative text ❧ [Text or Publication Number Note:] PF 2027 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on reverse and left edge. ❧ [Physical Object Note:] Minor cracks and chips on tablet.
DOI: 10.17632/r78dn3f6nc.3
title: InclusiveHAR: A Smartphone-Based Dataset for Human Activity Recognition Across Diverse Physical Abilities

description: DisabledHAR is a multivariate time-series dataset designed for human activity recognition using wearable smartphone sensors, with a focus on individuals with physical disabilities. The dataset includes data collected from 20 participants, consisting of 10 non-disabled individuals and 10 individuals with disabilities.

Data were recorded using an iPhone 14 Pro smartphone worn vertically in a waist pouch. Motion and location signals were captured from the device’s internal sensors, including accelerometer, gyroscope, magnetometer, motion sensors, and GPS-derived data, at a sampling rate of 50 Hz. The SensorLog app was used to lock the rate at 50 Hz.

Participants performed six daily activities: walking, standing, sitting, jogging, ramp ascent, and ramp descent. For safety reasons, the ramp ascent and ramp descent activities were conducted on an inclined ramp with an 8% slope. Each activity was repeated multiple times to ensure consistent recordings. Additionally, "walking" labels for wheelchair users refer to manual propulsion.

The dataset is organized as a time-series table in which each row corresponds to a single time-step. It contains 30 feature columns representing sensor signals, along with an activity label column, a binary disabled indicator where 0 denotes non-disabled participants, and 1 denotes participants with disabilities, and a UserID column identifying each participant.

DisabledHAR is intended to support research on machine learning and deep learning methods for human activity recognition, particularly in healthcare, rehabilitation, and assistive technology applications. All participants provided informed consent, and data collection was conducted under professional supervision with strict attention to safety and privacy.
DOI: 10.17632/55nx6598xr
title: Data for the study of Impact of voluntary sustainability standards on the chemical quality of coffee farm soils in southern Colombia

description: Chemical quality data for coffee farm soils is presented.
DOI: 10.17632/55nx6598xr.1
title: Data for the study of Impact of voluntary sustainability standards on the chemical quality of coffee farm soils in southern Colombia

description: Chemical quality data for coffee farm soils is presented.
DOI: 10.17632/m6k8jb5jb7
title: Database: Measuring Social Well-being in Mexico, a Municipalized Approach Using the Human Development Index and Multidimensional Poverty Indicators (2010-2020)

description: This dataset provides a municipal-level, year-comparable measure of social well-being in Mexico for 2010, 2015, and 2020, expressed as three normalized index scores (Efecto_2010, Efecto_2015, Efecto_2020) on a 0–1 scale, where higher values indicate higher social well-being. The dataset includes 1,877 municipalities with complete information across the three benchmark years and identifies each unit by a harmonized municipal code (cve_propia) and administrative names (nom_ent, nom_mun).

The underlying hypothesis is that a transparent integration of municipal Human Development achievements and multidimensional poverty-related deprivations can yield a consistent, interpretable composite measure of social well-being that is comparable across municipalities and across time. Rather than advancing causal claims, the dataset supports descriptive and comparative analysis of how municipal well-being levels are distributed and how they shift between 2010, 2015, and 2020.

The index is derived from publicly reported municipal indicators aligned to the national geostatistical municipal framework. Data were cleaned and harmonized to ensure consistent municipal identifiers across sources and years, and to retain only municipalities with complete observations for all three time points. Indicators were transformed to a common direction so that “more” consistently reflects “better” conditions, and then normalized to enable comparability across variables and years. The composite index was constructed through a multivariate weighting strategy that reduces redundancy among correlated inputs, stabilizes the contribution of dimensions, and produces a single well-being score per municipality per year. The final outputs were rescaled to the 0–1 interval to facilitate interpretation, mapping, and cross-sectional comparisons.

The distribution of scores suggests (i) wide heterogeneity in municipal well-being within each year and (ii) meaningful temporal change for many municipalities. In aggregate terms, average well-being is higher in 2015 than in 2010, with a modest decline by 2020, indicating non-linear progress over the decade. Users should interpret changes across years as shifts in relative municipal positioning under a consistent measurement framework, not as direct evidence of policy impact. Values close to 1 represent municipalities with comparatively stronger achievements and fewer deprivations, while values close to 0 indicate persistent structural disadvantages.

How others can use the dataset. The dataset is suitable for spatial and regional analysis, benchmarking and monitoring, prioritizing municipalities for targeted interventions, and replicating or extending municipal well-being measurement frameworks. It can be directly joined to GIS layers using municipal identifiers and used as an outcome variable in descriptive, comparative, or spatial econometric applications.
DOI: 10.17632/m6k8jb5jb7.1
title: Database: Measuring Social Well-being in Mexico, a Municipalized Approach Using the Human Development Index and Multidimensional Poverty Indicators (2010-2020)

description: This dataset provides a municipal-level, year-comparable measure of social well-being in Mexico for 2010, 2015, and 2020, expressed as three normalized index scores (Efecto_2010, Efecto_2015, Efecto_2020) on a 0–1 scale, where higher values indicate higher social well-being. The dataset includes 1,877 municipalities with complete information across the three benchmark years and identifies each unit by a harmonized municipal code (cve_propia) and administrative names (nom_ent, nom_mun).

The underlying hypothesis is that a transparent integration of municipal Human Development achievements and multidimensional poverty-related deprivations can yield a consistent, interpretable composite measure of social well-being that is comparable across municipalities and across time. Rather than advancing causal claims, the dataset supports descriptive and comparative analysis of how municipal well-being levels are distributed and how they shift between 2010, 2015, and 2020.

The index is derived from publicly reported municipal indicators aligned to the national geostatistical municipal framework. Data were cleaned and harmonized to ensure consistent municipal identifiers across sources and years, and to retain only municipalities with complete observations for all three time points. Indicators were transformed to a common direction so that “more” consistently reflects “better” conditions, and then normalized to enable comparability across variables and years. The composite index was constructed through a multivariate weighting strategy that reduces redundancy among correlated inputs, stabilizes the contribution of dimensions, and produces a single well-being score per municipality per year. The final outputs were rescaled to the 0–1 interval to facilitate interpretation, mapping, and cross-sectional comparisons.

The distribution of scores suggests (i) wide heterogeneity in municipal well-being within each year and (ii) meaningful temporal change for many municipalities. In aggregate terms, average well-being is higher in 2015 than in 2010, with a modest decline by 2020, indicating non-linear progress over the decade. Users should interpret changes across years as shifts in relative municipal positioning under a consistent measurement framework, not as direct evidence of policy impact. Values close to 1 represent municipalities with comparatively stronger achievements and fewer deprivations, while values close to 0 indicate persistent structural disadvantages.

How others can use the dataset. The dataset is suitable for spatial and regional analysis, benchmarking and monitoring, prioritizing municipalities for targeted interventions, and replicating or extending municipal well-being measurement frameworks. It can be directly joined to GIS layers using municipal identifiers and used as an outcome variable in descriptive, comparative, or spatial econometric applications.
DOI: 10.17632/sgnkh7fcfz.2
title: Nutrient concentration in the surface ocean using highly-sensitive colorimetry

description: The nitrate plus nitrite (NOX), ammonium (NH4) and phosphate (SRP) concentrations using the highly sensitive colorimetry in the surface of the Pacific and Indian Oceans. Nutrient data were acquired from the analytical system every 1 min (see Nuts_Highly_sensitive.csv), and the data were averaged into 0.5° × 0.5° grids of latitude and longitude for each year–month period after removing values exceeding 1500 nM (see nuts_data_05deg.csv). Differences in the number of measurements among parameters arose from the exclusion of unreliable data due to non-linear baseline drifts.
DOI: 10.17632/4pbnm3h8r2
title: Data on predicting the potential adoption spectrum of sustainable agriculture practices (SAPs) by smallholder rice farmers in Bangladesh.

description: The article presents a comprehensive overview of the evaluation and prediction of smallholder rice farmers’ adoption and diffusion of Sustainable Agriculture Practices (SAPs) in Bangladesh, leveraging the ADOPT by CSIRO model. It likely includes crucial elements such as farmers’ socio-demographic information, detailing aspects like age, education level, household size, and income sources, all of which significantly influence their adoption of SAPs. Additionally, it examines the characteristics of the innovations themselves, highlighting their features, differences from traditional methods, and environmental and economic benefits. 

Moreover, the article addresses the characteristics of the target population, providing insights into the specific group of farmers studied, their farming methods, cultural contexts, and the challenges they face in adopting new practices. The relative advantage of using the innovation is discussed, assessing the benefits SAPs offer over conventional practices, such as higher yields, reduced input costs, improved soil health, and enhanced resilience to climate change. Finally, it explores how farmers learn about these advantages, utilising data gathered through farmer household surveys, focus group discussions, and key informant interviews. This approach reveals the processes of information dissemination and peer influence, thereby offering valuable insights to inform policy-making and interventions aimed at enhancing sustainable agricultural practices among smallholder farmers in Bangladesh.
DOI: 10.17632/4pbnm3h8r2.3
title: Data on predicting the potential adoption spectrum of sustainable agriculture practices (SAPs) by smallholder rice farmers in Bangladesh.

description: The article presents a comprehensive overview of the evaluation and prediction of smallholder rice farmers’ adoption and diffusion of Sustainable Agriculture Practices (SAPs) in Bangladesh, leveraging the ADOPT by CSIRO model. It likely includes crucial elements such as farmers’ socio-demographic information, detailing aspects like age, education level, household size, and income sources, all of which significantly influence their adoption of SAPs. Additionally, it examines the characteristics of the innovations themselves, highlighting their features, differences from traditional methods, and environmental and economic benefits. 

Moreover, the article addresses the characteristics of the target population, providing insights into the specific group of farmers studied, their farming methods, cultural contexts, and the challenges they face in adopting new practices. The relative advantage of using the innovation is discussed, assessing the benefits SAPs offer over conventional practices, such as higher yields, reduced input costs, improved soil health, and enhanced resilience to climate change. Finally, it explores how farmers learn about these advantages, utilising data gathered through farmer household surveys, focus group discussions, and key informant interviews. This approach reveals the processes of information dissemination and peer influence, thereby offering valuable insights to inform policy-making and interventions aimed at enhancing sustainable agricultural practices among smallholder farmers in Bangladesh.
DOI: 10.17632/xhb9nkfwvh.1
title: JSMel: A Dataset of 960 Widely Shared Song Melodies in Contemporary Japan

description: On this site, only the metadata of JSMel and the melody data of public domain (PD) songs are made publicly available. 
Melody data for songs that remain under copyright protection (non-PD songs) are not publicly released. Access to melody files for non-PD songs is granted solely to researchers who have signed a Material Transfer Agreement (MTA), and is limited to non-commercial academic research purposes. Researchers wishing to obtain access to the melody files for non-PD songs must send an email to the corresponding author (RM) describing the research objectives, intended use of the data, and data management procedures, and are subject to review. Access may be denied if the proposed use does not align with the design purpose of the dataset or the stated terms of use.