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2 results for “Environment, resources and sustainability”

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zenodo44/100

SHEERM: Sustainable Household Energy and Environment Resources Management dataset

<p>This dataset represents a novel and extensive dataset featuring comprehensive cross-sectional data of household electrical load, energy cost, and on-premises solar energy production, directly linked to solar radiation and weather parameters.&nbsp;<br>The SHEERM dataset is essential for understanding and optimizing energy utilization to achieve Sustainable Development Goals (SGD) 7, 9, 11 and 13. It provides data about solar energy production, weather conditions, residential energy needs, and market prices. The combination of these variables facilitates multifaceted analysis, fostering advancements in renewable energy forecasting, climate-sensitive environments, grid management, and energy policy formulation.<br>Together with the SHEERM dataset, there is a paper that details the data collection process, including the sources and methodologies employed. Adhering to established literature, we developed and implemented machine learning models that comprehensively validate the data. Furthermore, as usage notes, we offer additional results by applying various machine-learning approaches to the provided data.<br>The SHEERM dataset aims to help design new energy systems that enhance sustainable energy strategies and demonstrate their potential to accelerate the transition towards renewable energy and carbon neutrality.</p>

opencc-by-4.0Jul 2024View details →
zenodo32/100

Influence of Green Human Resource Practices on Environment Sustainability of Cement Industry in Pakistan

<p>Global warming aligns firms green human resource management (HRM) practices, categories with environmental sustainability. Researchers believes that environment friendly practices, employees&rsquo; empowerment, awareness towards green environment promotes firms&rsquo; businesses. Aim of the current study is analysis of the GHRM practices on environment sustainability of cement industry in Pakistan. The first hypothesis was Green recruitment and selection practice have significant influence on environmental sustainability of cement industry in Pakistan. The second hypothesis was green performance management practice have significant influence on environmental sustainability of cement industry in Pakistan. There were two independent variables (green recruitment and selection and green performance management and appraisal) one dependent variable environment sustainability were tested. SPSS and2nd generation statistical software Smart PLS 3.2.9 were used for the measurement model and structural model. Both hypotheses &nbsp;show significance level i.e., green recruitment and selection &nbsp;GRaS&gt;ES (&beta; = .235, t = 2.385, p &lt; .003) with f2 of .035 and green performance appraisal GPA&gt;ES (&beta; = .258, t = 3.345, p &lt; .002) with f2 of .025 were significant. The current study suggests that employees&rsquo; recruitments and appraisals in private sector should be performed on the GHRM practices to achieve the environment sustainable goals.</p>

opencc-by-4.0May 2024View details →

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Allen Brain Atlas

Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

Annotated Behaviour and Observability Dataset (ABODe)

ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

DANDI Archive for NWB datasets

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

International Brain Laboratory public data

The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

OpenNeuro

OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record

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