cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.35dbxj
title: Occurrence Download

description: A dataset containing 672 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Cercomacra brasiliana Hellmayr, 1905"
 ]
}

 The dataset includes 672 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031945-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6cuc76
title: Occurrence Download

description: A dataset containing 992 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caecum glabrum (Montagu, 1803)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 992 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044309-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yxhnbc
title: Occurrence Download

description: A dataset containing 119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Morchella esculenta (L.) Pers."
 ]
}

 The dataset includes 119 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012447-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.edhpd2
title: Occurrence Download

description: A dataset containing 499 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Aglaeactis pamela (d'Orbigny, 1838)"
 ]
}

 The dataset includes 499 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031915-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/kx3c6hdrjf.1
title: The trace of the trees: A historically situated geospatial assessment of deforestation in Bosawas biosphere reserve

description: This is the dataset for the research article: The trace of the trees: A historically situated geospatial assessment of deforestation in Bosawas biosphere reserve. The research combines two independently generated high-resolution land cover maps and agrarian census data to assess the extent of deforestation that has affected Bosawas from 1990 to 2022. The dataset contains the study region's land cover maps and the consolidated agrarian census data utilized in the research, as well as the code used to process them.
DOI: 10.17632/ncgw93pcrd.1
title: Rheological behavior of dispersive soils:

description: The effects of water content, alkaline Na+, and neutral Ca2+ on the structural stability and rheological properties of dispersive soils were examined via various tests, including steady-state shear, oscillatory amplitude shear, particle size analysis, and zeta potential measurements.
DOI: 10.17632/gtwyctc5mg.1
title: Thermodynamic modeling parameters and results for partial melting and melt-peridotite interaction

description: Table S1. Parameters used for alphaMELTS modeling of isentropic decompressional melting and melt-peridotite interaction
Table S2. Whole-rock and mineral compositions of mantle residue during isentropic decompressional melting of the DMM
Table S3. Whole-rock compositions and mineral mass of mantle residue during melt-peridotite interaction
Table S4. Modeling calculation of Ca isotope fractionation during partial melting of the DMM
DOI: 10.17632/dpw4svmdr8.1
title: Data for Terahertz spectroscopic study of liquid-liquid phase separation of protein solutions

description: Figure 3: Terahertz time-domain spectroscopy (THz-TDS) measurement data of concentration-dependent absorption coefficient of lysozyme aqueous solution.
Figure 4: THz-TDS measurement data of concentration-dependent absorption coefficient of ovalbumin aqueous solution.
 Figure 5: Stable THz data analysis of different mixed concentration-based lysozyme and ovalbumin solutions from the Time domain waveforms and spectral amplitude.
(a) Temporal waveforms of THz waves through pure water and mixed solutions of lysozyme and ovalbumin.
(b) Fourier-transformed spectral amplitude corresponding to the measured field.
Figure 6(a) Absorption spectra obtained by THz-TDS measurement of the concentration of lysozyme 5 mg/mL + ovalbumin 5 mg/mL.
Figure 7: Absorption spectra obtained by THz-TDS measurement of concentrations of (a) lysozyme 10 mg/mL + ovalbumin 10 mg/mL, and (b) lysozyme 30 mg/mL + ovalbumin 30 mg/mL.
Figure 8: Estimated scattering cross-section of Rayleigh scattering for a droplet radius of 1.5 um.
Figure 9: Estimated Rayleigh scattering contribution to the observed absorption coefficient at a droplet volume fraction of 0.06 as a function of droplet radius.
Figure 10: Absorption spectra obtained by THz-TDS measurement of different concentrations of reference water, lysozyme 5 mg/mL + ovalbumin 5 mg/mL, lysozyme 10 mg/mL + ovalbumin 10 mg/mL, and lysozyme 30 mg/mL + ovalbumin 30 mg/mL of mixed solutions.
DOI: 10.17632/yx7kdssfjp.1
title: Indian Sign Language_Dataset

description: The ISL (Indian Sign Language) dataset used for training and evaluating sign language recognition models is typically composed of video samples capturing various hand gestures representing specific words or phrases. This dataset aims to encapsulate the complexity and diversity of ISL, accommodating a wide range of commonly used signs to ensure comprehensive coverage for robust training.

Dataset Composition
The ISL dataset generally includes:

Video Samples: Short video clips where signers perform specific signs or sequences of signs. These samples are captured from different perspectives and with varied lighting to improve the model's ability to generalize.
Key Landmarks: Each video frame may be annotated or processed to extract key landmarks of the hand (e.g., positions of fingers and joints) using tools like MediaPipe, enabling feature extraction for deep learning.
Labels: Each video is labeled with the corresponding word or phrase in ISL, forming the target variable for supervised learning.
Features and Variability
Gesture Diversity: The dataset covers a range of signs, including those for common nouns, verbs, and everyday expressions.
Multiple Signers: To enhance the model's robustness, the dataset often includes recordings from multiple individuals with different hand shapes, signing speeds, and accents in movement.
Temporal Information: Each video is processed to maintain the temporal flow of gestures, which is essential for LSTM networks to capture sequential dependencies.
Preprocessing and Augmentation
To prepare the dataset for training:

Frame Extraction: Video clips are split into frames to create a sequence input for the LSTM model.
Landmark Detection: Tools like MediaPipe detect and extract landmarks for each frame, converting video data into structured numerical information.
Normalization and Augmentation: The dataset may undergo normalization for scale consistency and data augmentation, such as flipping or rotating frames, to increase variability and improve the model's resilience to noise.
Dataset Challenges
Complex Hand Movements: Sign languages, including ISL, involve intricate and simultaneous hand motions that require the model to detect fine-grained details.
Background Variability: Ensuring consistent backgrounds or handling various backgrounds in training is crucial for model accuracy.
Lighting Conditions: The dataset often includes different lighting settings to train the model to adapt to real-world scenarios.
The ISL dataset forms the backbone for training the LSTM-driven deep learning model, ensuring that it learns from comprehensive and diverse examples, which contributes to higher recognition accuracy and robust performance in real-world applications.
DOI: 10.17632/p9d6rnknm5.1
title: Supporting information_pH intelligence program

description: This supports information on the "pH intelligence" program for the paper "Investigation of pH-Dependent 1H NMR Urine Metabolite Profiles for Diagnosis of Obesity-Related Disordering".
DOI: 10.17632/djkf7tkm8d.1
title: Bioleaching of lithium from jadarite, spodumene and lepidolite using Acidiothiobacillus ferrooxidans

description: Raw data collected on the characterisation of Li bearing minerals jadarite, spodumene, and lepidolite through ICP-OES, ferrozine assay and X Ray Diffraction. Raw results for bioleaching and sulfuric acid leaching of Li from these minerals by Acidiothiobacillus ferrooxidans, measured over 30 days through ICP-OES analysis. Full manuscript available: https://www.frontiersin.org/journals/microbiology/articles/10.3389/fmicb.2024.1467408/full
DOI: 10.17632/jj4dgycgn8.1
title: Supplementary information for the Theory of Change

description: Supplementary information that outlines the process followed in developing a theory of change for the article titled 'Developing transformative pathways for youth inclusion and empowerment in agri-food systems through the theory of change'. This ToC was developed using a step-by-step approach using guidelines from Vogel et al. (2015) and Evelo (n.d). The process included six steps outlined in detail in Appendices, each step involved answering a set of guiding questions, breaking down the problem and analysing the problem from different angles. This process led to the development of the ToC product, as shown in Figure 2 (manuscript).
DOI: 10.17632/msbxf4jfwn.1
title: Urban biodiversity assessment in Kochi city: A pilot study with reference to birds and butterflies

description: Poster Presented at the Conference: International Biodiversity Congress (IBC 2018)

Biodiversity is usually considered and monitored with a prejudiced notion that it is applicable only for rural or wild habitats. But the present scenario of urbanization demands more emphasis on assessment of biodiversity in urban environments. Urban biodiversity plays a critical role in maintaining the life of urban dwellers. Concurrently, urban species are under severe threat imparted by rapidly expanding urban centres. The present status of urban biodiversity is uncertain in many of the cities especially in India. In an attempt to assess urban biodiversity in Kochi, a fast-moving city in Kerala, a six month long assessment of taxa viz. birds and butterflies was conducted from September 2017 to February 2018. A checklist of observed species was prepared. A three month long quantitative monitoring was also carried out during this period in 100 randomly selected locations in Kochi city by point count method once in a month. Species diversity was assessed from the quantitative data by computing indices of richness, diversity and evenness. 70 species of birds belonging to 56 genera, 37 families and 14 orders and 70 species of butterflies belonging to 51 genera, 14 subfamilies and 5 families were recorded. The present study reveals an appreciable diversity of birds and butterflies in Kochi city. The various diversity indices estimated will serve as a baseline data for evaluation of man-made effects on urban ecosystem particularly on biodiversity. The results suggest that both the taxa can be considered for long term biodiversity monitoring programs because of their adaptability to urban environments and the feasibility of monitoring. Also the current assessment recommends a periodic quantitative monitoring in urban habitats with varying degree of urbanization. Such an assessment will be useful in generating a precise knowledge on the present status and dynamics of species diversity of urban birds and butterflies. Meaningful indicator species also can be proposed from them which can be used as the indicators of the state of overall biodiversity in urban habitats. This will be a suitable tool for sustainable urban planning in order to conserve and enhance the biodiversity of urban environments. 

(In A.B. Kumar, P.N. Krishnan, A.G. Pandurangan, C.K. Peethambaran & C. Sureshkumar (Eds.), Perspectives On Biodiversity Of India - Vol. IV: Proceedings of the International Biodiversity Congress (IBC 2018) (pp. 125-131). Thiruvananthapuram: Centre for Innovation in Science and Social Action (CISSA). ISBN: 978-81-937930-6-0.)
DOI: 10.17632/msbxf4jfwn.2
title: Urban biodiversity assessment in Kochi city: A pilot study with reference to birds and butterflies (Poster)

description: Biodiversity is usually considered and monitored with a prejudiced notion that it is applicable only for rural or wild habitats. But the present scenario of urbanization demands more emphasis on assessment of biodiversity in urban environments. Urban biodiversity plays a critical role in maintaining the life of urban dwellers. Concurrently, urban species are under severe threat imparted by rapidly expanding urban centres. The present status of urban biodiversity is uncertain in many of the cities especially in India. In an attempt to assess urban biodiversity in Kochi, a fast-moving city in Kerala, a six month long assessment of taxa viz. birds and butterflies was conducted from September 2017 to February 2018. A checklist of observed species was prepared. A three month long quantitative monitoring was also carried out during this period in 100 randomly selected locations in Kochi city by point count method once in a month. Species diversity was assessed from the quantitative data by computing indices of richness, diversity and evenness. 70 species of birds belonging to 56 genera, 37 families and 14 orders and 70 species of butterflies belonging to 51 genera, 14 subfamilies and 5 families were recorded. The present study reveals an appreciable diversity of birds and butterflies in Kochi city. The various diversity indices estimated will serve as a baseline data for evaluation of man-made effects on urban ecosystem particularly on biodiversity. The results suggest that both the taxa can be considered for long term biodiversity monitoring programs because of their adaptability to urban environments and the feasibility of monitoring. Also the current assessment recommends a periodic quantitative monitoring in urban habitats with varying degree of urbanization. Such an assessment will be useful in generating a precise knowledge on the present status and dynamics of species diversity of urban birds and butterflies. Meaningful indicator species also can be proposed from them which can be used as the indicators of the state of overall biodiversity in urban habitats. This will be a suitable tool for sustainable urban planning in order to conserve and enhance the biodiversity of urban environments. 

(In A.B. Kumar, P.N. Krishnan, A.G. Pandurangan, C.K. Peethambaran & C. Sureshkumar (Eds.), Perspectives On Biodiversity Of India - Vol. IV: Proceedings of the International Biodiversity Congress (IBC 2018) (pp. 125-131). Thiruvananthapuram: Centre for Innovation in Science and Social Action (CISSA). ISBN: 978-81-937930-6-0.)
DOI: 10.17632/6sgmz2cr7r.1
title: Urban biodiversity assessment in Kochi city: A pilot study with reference to birds and butterflies

description: Biodiversity is usually considered and monitored with a prejudiced notion that it is applicable only for rural or wild habitats. But the present scenario of urbanization demands more emphasis on assessment of biodiversity in urban environments. Urban biodiversity plays a critical role in maintaining the life of urban dwellers. Concurrently, urban species are under severe threat imparted by rapidly expanding urban centres. The present status of urban biodiversity is uncertain in many of the cities especially in India. In an attempt to assess urban biodiversity in Kochi, a fast-moving city in Kerala, a six month long assessment of taxa viz. birds and butterflies was conducted from September 2017 to February 2018. A checklist of observed species was prepared. A three month long quantitative monitoring was also carried out during this period in 100 randomly selected locations in Kochi city by point count method once in a month. Species diversity was assessed from the quantitative data by computing indices of richness, diversity and evenness. 70 species of birds belonging to 56 genera, 37 families and 14 orders and 70 species of butterflies belonging to 51 genera, 14 subfamilies and 5 families were recorded. The present study reveals an appreciable diversity of birds and butterflies in Kochi city. The various diversity indices estimated will serve as a baseline data for evaluation of man-made effects on urban ecosystem particularly on biodiversity. The results suggest that both the taxa can be considered for long term biodiversity monitoring programs because of their adaptability to urban environments and the feasibility of monitoring. Also the current assessment recommends a periodic quantitative monitoring in urban habitats with varying degree of urbanization. Such an assessment will be useful in generating a precise knowledge on the present status and dynamics of species diversity of urban birds and butterflies. Meaningful indicator species also can be proposed from them which can be used as the indicators of the state of overall biodiversity in urban habitats. This will be a suitable tool for sustainable urban planning in order to conserve and enhance the biodiversity of urban environments. (In A.B. Kumar, P.N. Krishnan, A.G. Pandurangan, C.K. Peethambaran & C. Sureshkumar (Eds.), Perspectives On Biodiversity Of India - Vol. IV: Proceedings of the International Biodiversity Congress (IBC 2018) (pp. 125-131). Thiruvananthapuram: Centre for Innovation in Science and Social Action (CISSA). ISBN: 978-81-937930-6-0.)
DOI: 10.17632/shxp6mj94t.1
title: The Constitution of India and Corporate Social Responsibility: Exploring the Symbiotic Relationship

description: This research article examines the complex and mutually beneficial relationship
between the Indian Constitution and corporate social responsibility. Constitution is
the foundation of a democratic, equitable, and all-encompassing society. Additionally, CSR has evolved into a key tool for organisations to actively and constructively improve society beyond profit maximisation. Paper explains how these seemingly distinct entities converge and harmonise for communal welfare. With its values of justice, liberty, equality, and fraternity, the Constitution implicitly encourages business to create the nation. This article seeks to identify constitutional provisions that require corporations to align their operations with the sovereign entity’s social and budgetary goals. Additionally, it examines landmark legal rulings that strengthened corporate constitutional concepts. The present study also examines the development of CSR in India, from a discretionary act of benevolence to a statutorily imposed set of obligations on corporations under the 2013 Companies Act. Paper highlights the symbiotic relationship between the Indian Constitution and CSR, highlighting the possibility of collaborative efforts to address urgent social, economic, and environmental issues. The above study illuminates the complex and reciprocal interaction at hand, providing valuable insights for policymakers, legal professionals, and businesses seeking to use this harmonious coalition to advance sustainable development in India.
DOI: 10.17632/6sgmz2cr7r.2
title: Urban biodiversity assessment in Kochi city: A pilot study with reference to birds and butterflies

description: Biodiversity is usually considered and monitored with a prejudiced notion that it is applicable only for rural or wild habitats. But the present scenario of urbanization demands more emphasis on assessment of biodiversity in urban environments. Urban biodiversity plays a critical role in maintaining the life of urban dwellers. Concurrently, urban species are under severe threat imparted by rapidly expanding urban centres. The present status of urban biodiversity is uncertain in many of the cities especially in India. In an attempt to assess urban biodiversity in Kochi, a fast-moving city in Kerala, a six month long assessment of taxa viz. birds and butterflies was conducted from September 2017 to February 2018. A checklist of observed species was prepared. A three month long quantitative monitoring was also carried out during this period in 100 randomly selected locations in Kochi city by point count method once in a month. Species diversity was assessed from the quantitative data by computing indices of richness, diversity and evenness. 70 species of birds belonging to 56 genera, 37 families and 14 orders and 70 species of butterflies belonging to 51 genera, 14 subfamilies and 5 families were recorded. The present study reveals an appreciable diversity of birds and butterflies in Kochi city. The various diversity indices estimated will serve as a baseline data for evaluation of man-made effects on urban ecosystem particularly on biodiversity. The results suggest that both the taxa can be considered for long term biodiversity monitoring programs because of their adaptability to urban environments and the feasibility of monitoring. Also the current assessment recommends a periodic quantitative monitoring in urban habitats with varying degree of urbanization. Such an assessment will be useful in generating a precise knowledge on the present status and dynamics of species diversity of urban birds and butterflies. Meaningful indicator species also can be proposed from them which can be used as the indicators of the state of overall biodiversity in urban habitats. This will be a suitable tool for sustainable urban planning in order to conserve and enhance the biodiversity of urban environments. 

(In A.B. Kumar, P.N. Krishnan, A.G. Pandurangan, C.K. Peethambaran & C. Sureshkumar (Eds.), Perspectives On Biodiversity Of India - Vol. IV: Proceedings of the International Biodiversity Congress (IBC 2018) (pp. 125-131). Thiruvananthapuram: Centre for Innovation in Science and Social Action (CISSA). ISBN: 978-81-937930-6-0.)
DOI: 10.17632/9by6zj6xj4.1
title: A meta-analysis of the psychometric properties of the ICD-11 Compatible Personality Inventory for DSM-5– Brief Form Plus, Modified

description: The raw data of five individual studies adapted for a meta-analysis were classified into five groups: 1) RAW DATA TO CALCULATE THE FACTOR LOADINGS, 2) RAW DATA TO CALCULATE THE RELIABILITY COEFFICIENTS, 3) RAW DATA TO CALCULATE THE FACTOR INTERCORRELATIONS, 4) RAW DATA TO CALCULATE THE MEAN DIFFERENCES BETWEEN PATIENTS AND COMMUNITY, and 5) RAW DATA TO CALCULATE THE MODEL FIT INDICES.