cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/t6yzpfnygn.1
title: The Implementation of AloT-Driven Business Intelligence and Supply Chain Optimisation Process in the Real-world Application with Data Optimization & Visualization: Real-Time Insights for Strategic Decision-Making and Sustainable Operations

description: This paper explores the transformative role of Artificial Intelligence of Things (AloT) in enhancing business intelligence and optimizing supply chain operations. With the convergence of AI and IoT, businesses gain the ability to collect real-time data, generate actionable insights, and automate decision-making processes. The paper discusses applications of AloT in supply chain visibility, inventory management, predictive analytics, and sustainability. Drawing on recent industry case studies and scholarly sources, it outlines both the opportunities and implementation challenges of AloT systems.
DOI: 10.5281/zenodo.15730156
title: Downscaled rainfall data for "Estimating Medicane Precipitation Hazard"
DOI: 10.5281/zenodo.15730157
title: Downscaled rainfall data for "Estimating Medicane Precipitation Hazard"
DOI: 10.17632/3df2cj3v9z.1
title: AMI-M1

description: AML-M1 (Acute Myeloid Leukemia, French-American-British Classification M1)
Definition:
AML-M1 is a subtype of acute myeloid leukemia characterized by a proliferation of myeloblasts (immature white blood cells) with minimal maturation. It is classified under the FAB (French-American-British) system as M1, which means “without maturation.”

Key Features:

Bone marrow and blood contain ≥ 20% myeloblasts with minimal differentiation into mature cells.

Myeloblasts typically lack significant granulocytic maturation beyond the blast stage.

Common markers: CD13, CD33 are usually positive, HLA-DR often positive.

Clinical symptoms: fatigue, anemia, infections, bleeding tendencies due to bone marrow failure.

Diagnosis:

Bone marrow biopsy showing ≥ 20% myeloblasts.

Immunophenotyping showing expression of myeloid markers such as CD13, CD33.

Cytogenetic and molecular testing to identify mutations (e.g., FLT3, NPM1) that guide prognosis and treatment.

Treatment:

Typically involves intensive chemotherapy aimed at inducing remission.

May include consolidation chemotherapy and hematopoietic stem cell transplantation in eligible patients.

Prognosis:

Prognosis depends on various factors including genetic mutations, patient age, and response to treatment.

AML-M1 has a variable prognosis; patients with favorable mutations have better outcomes.
DOI: 10.17632/xk9s65946x
title: Analysing Sectorial Trade Dynamics in India: The Role of Domestic Manufacturing and Import Substitution in Reducing Trade Deficits (2015–2024)

description: This paper analyses sectorial trade dynamics of India. The period of study is from 2015 to 2024. The sectors that are considered for the analyses are electronics, pharmaceuticals and renewable energy sectors and the focus is to assess the role of import substitution and domestic manufacturing in addressing persistent trade deficits. The secondary time series data was collected from reliable sources like Ministry of Commerce, RBI and World Bank. The analyses reveal that there exists serious trade deficit situation in Electronics which averages around -$3191.05 million and in Renewable Energy which averages around -$373.29 million. This situation is accompanied by high import dependency of 74.84 per cent in Electronics and 89.33 per cent in Renewable Energy showing a heavy reliance on foreign components and volatile export growth. However the third sector i.e. the pharmaceutical sector consistently generate trade surpluses which averages around $1294.62 million and have low import dependency of 11.6 per cent which show cases export-driven resilience. The study mentions sector-specific strategies related to reducing deficits and fostering trade resilience keeping the pharmaceutical sector as a model for the sustainable development of the remaining two sectors.
DOI: 10.17632/xk9s65946x.1
title: Analysing Sectorial Trade Dynamics in India: The Role of Domestic Manufacturing and Import Substitution in Reducing Trade Deficits (2015–2024)

description: This paper analyses sectorial trade dynamics of India. The period of study is from 2015 to 2024. The sectors that are considered for the analyses are electronics, pharmaceuticals and renewable energy sectors and the focus is to assess the role of import substitution and domestic manufacturing in addressing persistent trade deficits. The secondary time series data was collected from reliable sources like Ministry of Commerce, RBI and World Bank. The analyses reveal that there exists serious trade deficit situation in Electronics which averages around -$3191.05 million and in Renewable Energy which averages around -$373.29 million. This situation is accompanied by high import dependency of 74.84 per cent in Electronics and 89.33 per cent in Renewable Energy showing a heavy reliance on foreign components and volatile export growth. However the third sector i.e. the pharmaceutical sector consistently generate trade surpluses which averages around $1294.62 million and have low import dependency of 11.6 per cent which show cases export-driven resilience. The study mentions sector-specific strategies related to reducing deficits and fostering trade resilience keeping the pharmaceutical sector as a model for the sustainable development of the remaining two sectors.
DOI: 10.17172/nomad/2025.06.24-1
title: NOMAD dataset: Pore growth at grain boundary
DOI: 10.15468/dl.u5jq4j
title: Occurrence Download

description: A dataset containing 2527 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Morocco, Algeria, Tunisia, Libya)",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus L."
 ]
}

 The dataset includes 2527 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067174-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/h4cwmk7f6b
title: Recognition and Learning of Emotions by Primary School Children on the Autism Spectrum: A Study Using Tablets

description: The purpose of this study is to investigate the recognition and acquisition of emotional knowledge by elementary school children with autism through the use of a tablet-based game. 
Additional objectives include assessing the difference in emotional recognition responses between children with autism and children with emotional difficulties, as well as evaluating the ability to associate each emotion with the corresponding facial expression. 
The study also aimed to examine the amount of time a student can remain focused without displaying stereotypical behaviors, and how long it takes for a student to respond to a command.
In this study, 22 students from Creative Activity Centers and speech therapy centers in mountainous northern part of the country, participated by playing a tablet game. Among them, 6 were children with autism, 6 had emotional difficulties, and 10 were typically developing children. Data were analyzed using the method of systematic observation and recording.
The results showed that children with autism exhibited stereotypical behaviors during the game up to 75%, responded more quickly than the children with emotional difficulties, sought visual contact with the supervisor and the Panda game, and had the lowest rate of correctly matching each emotion with the corresponding emoticon.
DOI: 10.17632/h4cwmk7f6b.1
title: Recognition and Learning of Emotions by Primary School Children on the Autism Spectrum: A Study Using Tablets

description: The purpose of this study is to investigate the recognition and acquisition of emotional knowledge by elementary school children with autism through the use of a tablet-based game. 
Additional objectives include assessing the difference in emotional recognition responses between children with autism and children with emotional difficulties, as well as evaluating the ability to associate each emotion with the corresponding facial expression. 
The study also aimed to examine the amount of time a student can remain focused without displaying stereotypical behaviors, and how long it takes for a student to respond to a command.
In this study, 22 students from Creative Activity Centers and speech therapy centers in mountainous northern part of the country, participated by playing a tablet game. Among them, 6 were children with autism, 6 had emotional difficulties, and 10 were typically developing children. Data were analyzed using the method of systematic observation and recording.
The results showed that children with autism exhibited stereotypical behaviors during the game up to 75%, responded more quickly than the children with emotional difficulties, sought visual contact with the supervisor and the Panda game, and had the lowest rate of correctly matching each emotion with the corresponding emoticon.
DOI: 10.17632/8ztf63tw2j
title: Integrative Bulk-to-Single-Cell Transcriptomics Defines Melanoma Subtypes and a Prognostic Signature for Immunotherapy Guidance

description: Supplementary Figures: 
Supplementary Figure S1. The sample similarity of each subgroup was assessed by calculating the Silhoutte score.
Supplementary Figure S2. The cluster prediction index and gap statistical analysis of the multi-omics clusters.
Supplementary Figure S6-S11. The TWAS analysis validation results of TCGA and meta-GEO cohorts.
Supplementary Figure S6-S11. The single-gene expression analysis and OS survival analysis of CLMS in TCGA cohorts.
Supplementary Figure S12-S17. The single-gene expression analysis and OS survival analysis of CLMS in meta-GEO cohorts.
Supplementary Tables:
Supplementary Table S1. The main characteristic of datasets used in this study
Supplementary Table S2. The significant TWAS analysis results between Skin Not Sun Exposed Suprapubic and melanoma.
Supplementary Table S3. The significant TWAS analysis results between Skin Sun Exposed Lower leg and melanoma.
Supplementary Table S4. The significant TWAS analysis results between Whole Blood and melanoma.
DOI: 10.17632/8ztf63tw2j.1
title: Integrative Bulk-to-Single-Cell Transcriptomics Defines Melanoma Subtypes and a Prognostic Signature for Immunotherapy Guidance

description: Supplementary Figures: 
Supplementary Figure S1. The sample similarity of each subgroup was assessed by calculating the Silhoutte score.
Supplementary Figure S2. The cluster prediction index and gap statistical analysis of the multi-omics clusters.
Supplementary Figure S6-S11. The TWAS analysis validation results of TCGA and meta-GEO cohorts.
Supplementary Figure S6-S11. The single-gene expression analysis and OS survival analysis of CLMS in TCGA cohorts.
Supplementary Figure S12-S17. The single-gene expression analysis and OS survival analysis of CLMS in meta-GEO cohorts.
Supplementary Tables:
Supplementary Table S1. The main characteristic of datasets used in this study
Supplementary Table S2. The significant TWAS analysis results between Skin Not Sun Exposed Suprapubic and melanoma.
Supplementary Table S3. The significant TWAS analysis results between Skin Sun Exposed Lower leg and melanoma.
Supplementary Table S4. The significant TWAS analysis results between Whole Blood and melanoma.
DOI: 10.17632/mg9nxjjfm9
title: Musculoskeletal comparison of the pectoral fin in mudskippers (Gobiidae: Oxudercinae)

description: To understand morphological changes of the pectoral fin of mudskippers during water to land transition, parameters related to locomotion (radials, fin rays) were examined. Three mudskippers (from low to high terrestrial degrees) and an out-group species were selected. Stain and dissection were employed to gather data of the pectoral fins. Data include radial length and area, fin ray length and width, muscle mass ratio of the inner and outer sides.
DOI: 10.17632/mg9nxjjfm9.1
title: Musculoskeletal comparison of the pectoral fin in mudskippers (Gobiidae: Oxudercinae)

description: To understand morphological changes of the pectoral fin of mudskippers during water to land transition, parameters related to locomotion (radials, fin rays) were examined. Three mudskippers (from low to high terrestrial degrees) and an out-group species were selected. Stain and dissection were employed to gather data of the pectoral fins. Data include radial length and area, fin ray length and width, muscle mass ratio of the inner and outer sides.
DOI: 10.5281/zenodo.15730034
title: Q sortings of factors influencing farmers' soil management - SoilX WP4

description: This dataset contains the Q sortings of the participants in the Q-Methodological study that was conducted as part of work package 4 ("Farmer-related challenges to the use of sustainable soil management practices") of the project SoilX ("Soil management to mitigate climate change-related precipitation eXtremes").

The data are provided in an excel document in the format required for using the Q analysis software KADE. Each sheet contains data for one of the case study regions (identified by country: AT = Austria, SE = Sweden, ES = Spain, DK = Denmark, CH = Switzerland). The first sheet also contains information on the sorting grid, as needed for KADE.
DOI: 10.5281/zenodo.15690530
title: Q sortings of factors influencing farmers' soil management - SoilX WP4

description: This dataset contains the Q sortings of the participants in the Q-Methodological study that was conducted as part of work package 4 ("Farmer-related challenges to the use of sustainable soil management practices") of the project SoilX ("Soil management to mitigate climate change-related precipitation eXtremes").

The data are provided in an excel document in the format required for using the Q analysis software KADE. Each sheet contains data for one of the case study regions (identified by country: AT = Austria, SE = Sweden, ES = Spain, DK = Denmark, CH = Switzerland). The first sheet also contains information on the sorting grid, as needed for KADE.
DOI: 10.17608/k6.auckland.29390987
title: COP trajectory during Gait Initiation and Gait Termination

description: This dataset includes COP trajectory during gait initiation and gait termination during stance with right foot and left foot, which are in ready-for-use files (mat) for Matlba and (rds) for RStudio.
DOI: 10.17608/k6.auckland.29390987.v1
title: COP trajectory during Gait Initiation and Gait Termination

description: This dataset includes COP trajectory during gait initiation and gait termination during stance with right foot and left foot, which are in ready-for-use files (mat) for Matlba and (rds) for RStudio.
DOI: 10.5281/zenodo.15703420
title: Scenarios of landscape recreational potential

description: This dataset includes a set of indicators proposed to assess recreational potential in a robust, i.e., data-driven manner across a pan-European spatial continuum based on a land systems map. The corresponding modelling approach assumes beneficiaries' potential willingness to travel in terms of distance costs as scoping range for the identification of recreational opportunities, that correspond to classes of the land systems map with assumed capacity (potential) to provide recreational benefits. Proposed indicators reflect on (i) total supply; (ii) diversity; (iii) demand; and (iv) potential pressure (crowding) as dimensions of landscape recreational potential. The indicators are provided for baseline, and for NFF scenarios up to 2050.
DOI: 10.5281/zenodo.15703421
title: Scenarios of landscape recreational potential

description: This dataset includes a set of indicators proposed to assess recreational potential in a robust, i.e., data-driven manner across a pan-European spatial continuum based on a land systems map. The corresponding modelling approach assumes beneficiaries' potential willingness to travel in terms of distance costs as scoping range for the identification of recreational opportunities, that correspond to classes of the land systems map with assumed capacity (potential) to provide recreational benefits. Proposed indicators reflect on (i) total supply; (ii) diversity; (iii) demand; and (iv) potential pressure (crowding) as dimensions of landscape recreational potential. The indicators are provided for baseline, and for NFF scenarios up to 2050.
DOI: 10.17632/nzsgz2h274
title: Cord&Data

description: Gaps Between Market Performance, Government Planning and Social Objectives: Projections and Comparisons of Carbon Price Intervals
DOI: 10.17632/nzsgz2h274.1
title: Cord&Data

description: Gaps Between Market Performance, Government Planning and Social Objectives: Projections and Comparisons of Carbon Price Intervals
DOI: 10.17632/j4xn7wkhbm
title: Dataset of Ozone (O3) and Carbon Monoxide (CO) concentrations measured at a neighborhood-level air quality monitoring station

description: The dataset was collected in Cadereyta, Nuevo León, Mexico, from March 1 to June 30, 2024. The monitoring station is located in an area with varying characteristics related to potential sources of carbon monoxide (CO) emissions and other ozone precursor pollutants (O3). This air quality monitoring station is situated in a residential area between two boulevards with heavy vehicular traffic, as well as a nearby highway (less than 600 meters away) that sees significant traffic from high-capacity tractor-trailer trucks. Additionally, an oil refining plant is located within a distance of less than 4.5 km. O3 concentrations (ppb) were measured using a ZE25 sensor, while CO concentrations (ppm) were obtained with a low-cost, calibrated MQ series sensor, sampling every 3 minutes. Meteorological variables, including temperature (°C), relative humidity (%), and barometric pressure (hPa), were measured with a Bosch BME280 sensor.
DOI: 10.17632/j4xn7wkhbm.2
title: Dataset of Ozone (O3) and Carbon Monoxide (CO) concentrations measured at a neighborhood-level air quality monitoring station

description: The dataset was collected in Cadereyta, Nuevo León, Mexico, from March 1 to June 30, 2024. The monitoring station is located in an area with varying characteristics related to potential sources of carbon monoxide (CO) emissions and other ozone precursor pollutants (O3). This air quality monitoring station is situated in a residential area between two boulevards with heavy vehicular traffic, as well as a nearby highway (less than 600 meters away) that sees significant traffic from high-capacity tractor-trailer trucks. Additionally, an oil refining plant is located within a distance of less than 4.5 km. O3 concentrations (ppb) were measured using a ZE25 sensor, while CO concentrations (ppm) were obtained with a low-cost, calibrated MQ series sensor, sampling every 3 minutes. Meteorological variables, including temperature (°C), relative humidity (%), and barometric pressure (hPa), were measured with a Bosch BME280 sensor.
DOI: 10.15468/dl.6kgk6x
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is New Caledonia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Podonephelium cristagalli Munzinger, Lowry, Callm. & Buerki"
 ]
}

 The dataset includes 46 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067176-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15696472
title: Modelling the soil retention capacity of European landscapes for conservation and restoration measures
DOI: 10.5281/zenodo.15696473
title: Modelling the soil retention capacity of European landscapes for conservation and restoration measures
DOI: 10.5281/zenodo.15729081
title: Semi-enclosed estuary

description: The software and data include a program used to generate results discussed in the paper “Response of semi-enclosed estuarine basins to long-term changes of sea level and fresh-water fluxes” and a sample output netcdf file. 

- semi-enclosed-estuary.f: a FORTRAN program used to generate results discussed in the paper.

- l_s_sens950_a.nc: netcdf output file, which can be easily visualized using ncview.
DOI: 10.5281/zenodo.15729082
title: Semi-enclosed estuary

description: The software and data include a program used to generate results discussed in the paper “Response of semi-enclosed estuarine basins to long-term changes of sea level and fresh-water fluxes” and a sample output netcdf file. 

- semi-enclosed-estuary.f: a FORTRAN program used to generate results discussed in the paper.

- l_s_sens950_a.nc: netcdf output file, which can be easily visualized using ncview.
DOI: 10.15468/dl.eqnwg8
title: Occurrence Download

description: A dataset containing 3277420 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-123.27816 36.98601,-119.68887 36.98601,-119.68887 39.56302,-123.27816 39.56302,-123.27816 36.98601))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 2014-2024"
 ]
}

 The dataset includes 3277420 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007534-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jb5jg4
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "OccurrenceStatus is Present",
 "TaxonKey is Arapaima gigas (Schinz, 1822)"
 ]
}

 The dataset includes 37 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007539-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v65ent
title: Occurrence Download

description: A dataset containing 7476187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Geum urbanum L., Heracleum sphondylium L., Lathyrus pratensis L., Scorzoneroides autumnalis (L.) Moench, Lycopus europaeus L., Potentilla argentea L., Torilis japonica (Houtt.) DC., Tragopogon pratensis L., Veronica verna L., Vicia lathyroides L., Viburnum opulus L., Sporobolus alterniflorus (Loisel.) P.M.Peterson & Saarela, Coincya monensis (L.) Greuter & Burdet, Lespedeza thunbergii (DC.) Nakai, Galeopsis bifida Boenn., Chenopodium leptophyllum (Moq.) Nutt. ex S.Watson, Rhamnus utilis Decne., Spiraea thunbergii Siebold ex Blume, Polygonum ramosissimum Michx., Herniaria glabra L., Persicaria bungeana (Turcz.) Nakai ex Mori, Pluchea odorata (L.) Cass., Lactuca pulchella (Pursh) DC., Eriochloa villosa (Thunb.) Kunth, Salsola collina Pall., Acer platanoides L., Convallaria majalis L., Microstegium vimineum (Trin.) A.Camus, Linum grandiflorum Desf., Petasites hybridus (L.) G.Gaertn., B.Mey. & Scherb., Geranium thunbergii Siebold & Zucc. ex Lindl. & Paxton, Zelkova serrata (Thunb.) Makino, Hieracium umbellatum L., Tilia platyphyllos Scop., Eremopyrum triticeum (Gaertn.) Nevski, Rumex maritimus L., Lespedeza bicolor Turcz., Lonicera korolkowii Stapf, Lonicera ruprechtiana Regel, Odontites vernus (Bellardi) Dumort., Lepidium ramosissimum A.Nelson, Lonicera maackii (Rupr.) Maxim., Iris variegata L., Eragrostis echinochloidea Stapf, Alyssum simplex Rudolphi, Frangula alnus Mill., Prunus padus L., Digitalis grandiflora Mill., Silene csereii Baumg., Najas minor All.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7476187 records from 5756 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007532-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.