figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
Supporting Data for Environmental and economic performance of a village-scale circular organic waste management system in Indonesia: A material flow, emission, and techno-economic analysis<p dir="ltr">This dataset contains the supporting data for the study entitled “Environmental and economic performance of a village-scale circular organic waste management system in Indonesia: A material flow and emission analysis.”</p><p dir="ltr">The dataset supports the assessment of a village-scale organic waste management system that converts organic waste into granular organic fertilizer. It
figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
On-Road Vehicular Emission Measurement Data & Analysis leakage codes<p dir="ltr">Random-forest and other flexible regressors fitted to small-fleet vehicle emission datasets often fail to generalize when validated on held-out vehicles, yet appear accurate under standard random cross-validation. We demonstrate this on a nine-vehicle Indian in-use fleet, showing that adding static vehicle attributes (kerb weight, engine displacement, odometer) raises random-fold R² t
ZivaHub + Deakin Research Online + DMU Figshare2026 · dataset
A Importância da Consultoria EHS para Construção e Mineração no Mountain West - EkoSeg EHS US LLC.<p><br></p><p dir="ltr">Artigo técnico da EkoSeg EHS US LLC (Salt Lake City, UT) sobre a importância da consultoria EHS para construção e mineração no Mountain West (NV, UT, CO, AZ). Aborda OSHA 1926/1910, MSHA Part 46/48, JSA, HAZWOPER, controle de sílica, heat illness e gestão HazMat baseada no FEMA IS-5.A. Publicado originalmente no Medium @ekosegconsultoriaambiental.</p>
ZivaHub + Deakin Research Online + DMU Figshare + HKU DataHub + Swinburne Figshare + DaYta Ya Rona + SUNScholarData + figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
SDP Dataset and Assessments<p dir="ltr">This systematic review examines the integration of sustainable design principles (SDPs) into load-carriage exoskeleton development. Although these technologies are increasingly investigated for reducing biomechanical and physiological demands during load carriage, their sustainability extends beyond functional performance to material selection, energy efficiency, durability, affordabi
HKU DataHub + Swinburne Figshare + DaYta Ya Rona + SUNScholarData + figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
Data for Process and Systems Modeling of Hydrothermal Liquefaction for Fuels and Bioproducts from Wet Organic Wastes.<p dir="ltr">This dataset supports the study “Process and Systems Modeling of Hydrothermal Liquefaction for Fuels and Bioproducts from Wet Organic Wastes.” The study integrates literature derived hydrothermal liquefaction (HTL) data, machine learning based product yield prediction, process simulation, techno economic analysis, life cycle assessment, uncertainty analysis, and surrogate modeling to
ZivaHub + Deakin Research Online + DMU Figshare + HKU DataHub + Swinburne Figshare + DaYta Ya Rona + SUNScholarData + figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
Seasonal recharge forcing and hydrogeological controls on groundwater contaminant vulnerability: a process-informed spatial machine-learning framework in the Middle Benue Trough, Nigeria.<p dir="ltr">This dataset supports the study <b>“Seasonal recharge forcing and hydrogeological controls on groundwater contaminant vulnerability: a process-informed spatial machine-learning framework in the Middle Benue Trough, Nigeria.”</b> It comprises <b>600 groundwater observations from 100 monitoring locations</b> across five Local Government Areas—Awe, Doma, Keana, Lafia and Obi—sampled duri
ZivaHub + Deakin Research Online + DMU Figshare + HKU DataHub + Swinburne Figshare + DaYta Ya Rona + SUNScholarData2026 · dataset
Supporting Data for Environmental and economic performance of a village-scale circular organic waste management system in Indonesia: A material flow, emission, and techno-economic analysis<p dir="ltr">This dataset contains the supporting data for the study entitled “Environmental and economic performance of a village-scale circular organic waste management system in Indonesia: A material flow and emission analysis.”</p><p dir="ltr">The dataset supports the assessment of a village-scale organic waste management system that converts organic waste into granular organic fertilizer. It
ZivaHub + Deakin Research Online + DMU Figshare + HKU DataHub + Swinburne Figshare + DaYta Ya Rona + SUNScholarData + figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
<b>BreatheAccra PM2.5 and ERA5 meteorology for Greater Accra, Ghana (April 2023 - February 2025): analysis dataset and reproducible code</b><p dir="ltr">Quality-controlled daily PM2.5 from the BreatheAccra network of 62 corrected low-cost optical monitors across 19 municipal assemblies of the Greater Accra Metropolitan Area, Ghana, covering 1 April 2023 to 28 February 2025 (15,144 sensor-days), joined to co-located daily ERA5 and ERA5-Land meteorology. The deposit also contains derived series, model outputs, publication-resolution fig
ZivaHub + Deakin Research Online + DMU Figshare + HKU DataHub + Swinburne Figshare + DaYta Ya Rona + SUNScholarData + figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
Curated Chemicals Reported in Urine Biomonitoring Studies Using Non-Targeted Analyses (NTA)<table><tr><td><p dir="ltr">Accurate exposure assessment depends on comprehensive information regarding chemical occurrence and measured concentrations in human biospecimens, which are traditionally generated using targeted approaches. Although these methods provide high-quality qualitative and quantitative data, they are inherently limited to relatively small sets of predefined chemicals and know
Teesside University Research Data Repository2026 · dataset
Dataset and analysis code for: Bioleaching of Waste Printed Circuit Boards - Mechanisms, Process Optimization, and the Emerging Role of AI/MLThis dataset underlies the statistical analysis in the review "Bioleaching of Waste Printed Circuit Boards: Mechanisms, Process Optimization, and the Emerging Role of AI/ML." It comprises 1,479 biological copper-recovery datapoints extracted from 49 peer-reviewed bioleaching studies, spanning four mechanism families (chemolithotrophic, fungal, cyanogenic, and heterotrophic/enzymatic). Each row rec
ZivaHub + Deakin Research Online + HKU DataHub + DaYta Ya Rona + figshare + Loughborough Research Repository + UP Research Data Repository2026 · Astronomical catalogue
Scoring from Experts for DEMATEL-ANP Analysis for SSCM in Oil and Gas Industry<p dir="ltr">This dataset provides the raw data showing the scoring from experts to utilize DEMATEL-ANP Analysis for SSCM in the Oil and Gas Industry</p>
ZivaHub + Deakin Research Online + DMU Figshare2026 · dataset
Supporting Data and Code for Idealized Coastal Pollution Transport Simulations<p dir="ltr">This dataset provides the data and plotting scripts needed to reproduce the figures in the study “Coastal pollutant transport and vertical dilution in idealized large eddy simulations.”</p>
ZivaHub + HKU DataHub + DaYta Ya Rona + figshare + Loughborough Research Repository + UP Research Data Repository2026 · Astronomical catalogue
Curated Chemicals Reported in Consumer Products Using Non-Targeted Analyses (NTA)<p dir="ltr">Consumer products are ubiquitous in daily life and pose an inherent potential for exposure to the chemicals they contain. Thousands of chemicals are intentionally used in consumer products, with countless more introduced unintentionally during manufacture or throughout the product lifecycle. Non-targeted analysis (NTA) using high-resolution mass spectrometry (HRMS) is one approach tha
ZivaHub + HKU DataHub + figshare + Loughborough Research Repository + UP Research Data Repository2026 · Astronomical catalogue
Dataset and input files for "A consistent and generalized actuator disk for the WRF model"<p dir="ltr">Here you find the input files required to run the single wake case (single_wake folder) and the wind farm cluster case (cluster folder) presented in the manuscript "A consistent and generalized actuator disk for the WRF model", which is under preparation to the journal Geophysical Model Development.<br></p><p dir="ltr">The cluster folder contains:</p><ul><li>An "input_sounding" file a
ZivaHub + HKU DataHub + DaYta Ya Rona + figshare + Loughborough Research Repository + UP Research Data Repository2026 · Astronomical catalogue
Experimental dataset for the thermal performance of a low-cost serpentine CPVC solar water heater under high-Andean climatic conditions<p dir="ltr">This dataset contains the experimental and meteorological data supporting the study “Experimental thermal performance of a low-cost solar water heater with a serpentine CPVC collector under high-Andean climatic conditions: A case study.” The experiments were conducted in Chachapoyas, Amazonas, Peru, over 30 consecutive days from February 10 to March 12, 2023. The dataset includes temp
Teesside University Research Data Repository2026 · dataset
Comparison of protein abundance in Methylococcus capsulatus Bath and Methylosinus sp. LW4 between N-limited condition and N-sufficient conditionSupplementary dataset 1. Comparison of protein abundance in Methylococcus capsulatus Bath between N-limited condition and N-sufficient condition by the end of Stage I. Significant differences were determined using two-sided t-test and q-value. Supplementary dataset 2. Comparison of protein abundance in Methylococcus capsulatus Bath between N-limited condition and N-sufficient condition by the end
ZivaHub + HKU DataHub + figshare + Loughborough Research Repository + UP Research Data Repository2026 · Astronomical catalogue
Supplementary material for "Does disaggregating input–output sectors bring carbon factors closer to product-level values? Evidence from Australian cement, lime and ready-mixed concrete"<p dir="ltr"><b>Supplementary materials for the conference paper</b> "<i>Does disaggregating input–output sectors bring carbon factors closer to product-level values? Evidence from Australian cement, lime and ready-mixed concrete</i>". </p><p dir="ltr"><b>Files:</b></p><ol><li><b>Supplementary_Information_1.xlsx: </b> All input data and sources, mappings, calculations, and results.</li><li><b>Supp
ZivaHub + HKU DataHub + figshare + Loughborough Research Repository + UP Research Data Repository2026 · Astronomical catalogue
<b>Data underlying figures in the study "Investigating the wind-wave interaction on mean wind and turbulence structure using COAWST with WRF-LES during a storm event"</b><blockquote><blockquote><p dir="ltr">This dataset contains the processed data used to generate Figures 2-8 in the publication <i>"Investigating the wind-wave interaction on mean wind and turbulence structure using COAWST with WRF-LES during a storm event"</i>. The data include the variables required to reproduce the figures and associated analyses presented in the paper.</p></blockquote><p><br></p
HKU DataHub + figshare + Loughborough Research Repository2026 · Astronomical catalogue
Research Documentation and Documentary Evidence Inventory for a Community-Based Environmental Study in Indonesia<p dir="ltr"><b>This repository item contains research documentation supporting a community-based environmental study conducted in Indonesia in 2024. The package includes the semi-structured interview guide, observation protocol, and documentary evidence inventory used to organize and document the empirical evidence-generation process.</b></p><p dir="ltr"><b>The materials are provided as methodolo
figshare + Loughborough Research Repository2026 · Astronomical catalogue
Green Finance and Sustainability in South Asia<p dir="ltr">This dataset supports research on the relationship between digitalization, green finance, renewable energy, industrialization, economic growth, and environmental sustainability in South Asia. It covers <b>Bangladesh, India, Pakistan, Nepal, and Sri Lanka</b> and includes variables related to carbon dioxide emissions, ecological footprint, load capacity factor, biocapacity, digitalizat
figshare + Loughborough Research Repository2026 · Astronomical catalogue
KerbTrack-Syn: A Large-Scale Synthetic Dataset for Kerbside Household Bulk Waste Detection<p dir="ltr">KerbTrack-Syn is a large-scale synthetic dataset comprising 5,114 high-resolution images of kerbside household bulk waste scenes. The dataset was generated using a real-image-guided FLUX-LoRA workflow derived from the KerbTrack benchmark dataset and is intended to support research in object detection, illegal dumping monitoring, smart waste management, synthetic data generation, and A
figshare + Loughborough Research Repository2026 · Astronomical catalogue
<p>Noise robustness under IoT sensor perturbation.</p><div><p>IoT-enabled smart homes require accurate activity classification to enhance safety, healthcare monitoring, and energy efficiency through continuous sensing and intelligent interpretation of human behavior. Common approaches employ wearable or ambient sensors, signal preprocessing, feature extraction, and deep learning models such as CNNs, LSTMs, BiLSTM, and attention-based classifiers. The
figshare + Loughborough Research Repository2026 · Astronomical catalogue
<p>Baseline comparison.</p><div><p>IoT-enabled smart homes require accurate activity classification to enhance safety, healthcare monitoring, and energy efficiency through continuous sensing and intelligent interpretation of human behavior. Common approaches employ wearable or ambient sensors, signal preprocessing, feature extraction, and deep learning models such as CNNs, LSTMs, BiLSTM, and attention-based classifiers. The
figshare + Loughborough Research Repository2026 · Astronomical catalogue
<p>Module ablation.</p><div><p>IoT-enabled smart homes require accurate activity classification to enhance safety, healthcare monitoring, and energy efficiency through continuous sensing and intelligent interpretation of human behavior. Common approaches employ wearable or ambient sensors, signal preprocessing, feature extraction, and deep learning models such as CNNs, LSTMs, BiLSTM, and attention-based classifiers. The
figshare2026 · Astronomical catalogue
NO2 Compliance Statistics Europe<p dir="ltr">Estimated compliance statistics with the European Union's daily NO2 limit across 110 metropolitan regions in Europe.</p>