NCL Data2026 · dataset
Survey Dataset on Factors Influencing the Quality of Appraisal of Publicly Funded Construction Investment Projects in Vietnam<p dir="ltr">This dataset supports a study on factors associated with the quality of appraisal of construction investment projects using public investment capital in Vietnam. The data were collected through a structured questionnaire survey of 205 respondents with professional experience in project preparation, appraisal, management, and approval across government agencies, construction-specialize
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>OPAL</b>: A multimodal ambient sensor dataset for activity, occupancy, and energy analysis in an office workspace<p dir="ltr">OPAL (Office Presence, Activity and Load) is a multimodal ambient sensor time-series dataset collected over 33 continuous days in a shared university laboratory workspace at the Gwangju Institute of Science and Technology. Two connected rooms were instrumented: Room 207, the main workspace, and Room 205, a meeting and common area.</p><p dir="ltr">The release combines appliance-level e
ZivaHub + Deakin Research Online + DMU Figshare2026 · dataset
Managing inter-organisational relationships among project parties in large and complex construction projectsThe aim of this research is to develop a theoretical framework of stakeholder relationship management in the context of large and complex construction projects, in order to facilitate better management of stakeholder relationships in such a context. An extensive literature review was made at first. Next, interviews with 18 construction professionals were combined with the replies from 125 responde
Teesside University Research Data Repository2026 · dataset
Impact of climate change scenarios on population-weighted heating and cooling degree days at different base temperatures in Nordic countries - AppendicesThis dataset provides appendix A, B, and C for the scientific paper "Impact of climate change scenarios on population-weighted heating and cooling degree days at different base temperatures in Nordic countries". Appendix A contains all relevant files for setting up high-resolution visualizations in QGIS. Thus, this Appendix is useful for more local investigation of the data reported in the paper.
ScienceDB2026 · dataset · restricted
Building Resilience in Temporary Project Networks: The Dual Mediation Effects of Supply Chain Digitalization on Construction Supply Chain ResilienceThe data includes: main operational data and procedural code. Data sources: CSMAR database, corporate annual reports, etc. Data file content: Indicator data used for benchmark regression, Stata code for regression analysis, mediation analysis, robustness analysis, etc. File naming convention: Name according to the calculation steps. Data value: It basically includes the main information data used
figshare + Loughborough Research Repository2026 · Astronomical catalogue
Delphi-AHP<p dir="ltr">Delphi-AHP presentation</p>
figshare + Loughborough Research Repository2026 · Astronomical catalogue
Dataset for "The optimisation of glazing: A holistic approach to research and design"<p dir="ltr">Dataset for the publication: "The optimisation of glazing: A holistic approach to research and design"</p><table><tr><td><p dir="ltr">© the authors</p></td></tr></table><p></p>
figshare + Loughborough Research Repository2026 · Astronomical catalogue
Survey Dataset on Factors Influencing the Quality of Appraisal of Publicly Funded Construction Investment Projects in Vietnam<p dir="ltr">This dataset supports a study on factors associated with the quality of appraisal of construction investment projects using public investment capital in Vietnam. The data were collected through a structured questionnaire survey of 205 respondents with professional experience in project preparation, appraisal, management, and approval across government agencies, construction-specialize
figshare + Loughborough Research Repository2026 · Astronomical catalogue
AI-Assisted Storytelling Video for Earned Value Management Education<p dir="ltr">Supplementary instructional video developed as part of the study “<b>Human–AI Collaborative, Theory-Informed Storytelling for Construction Management Education: An Earned Value Management Case Study</b>” The video presents Earned Value Management (EVM) concepts through a construction-based storytelling scenario.</p>
figshare2026 · Astronomical catalogue
Prefabricated Straw Building WLCA<p dir="ltr">Straw and bio-based prefabrication through a whole-life cycle assessment (EN 15978) of a Passive House in Lindow, Germany (120 m² GFA, 50-year service life).</p>
ioerDATA2026 · dataset · unknown
Cross-Border Urban Form ModelThis dataset delivers a cross-border urban form model incorporating the computation of urban metrics to describe and further analyse urban form on various levels. It has been developed as a basis for the analysis of anticipated outcomes of land policies in built urban form (Kleiner and Jehling 2026), but can also be used for other purposes. The model bridges the challenge of making urban form quan
figshare2026 · Astronomical catalogue
<b>Data Set</b><p dir="ltr">inducing thermal comfort in radiant buildings using pond waters</p>
figshare2026 · Astronomical catalogue · restricted
Data files<p dir="ltr">The file contain the data set</p>
figshare2026 · Astronomical catalogue
Data for Technological Evolution and Boundary-Spanning Collaborative Networks in Smart Buildings<p dir="ltr">Data for Technological Evolution and Boundary-Spanning Collaborative Networks in Smart Buildings</p>
figshare2026 · Astronomical catalogue
Benchmark Matrix: Confined Space Combustion Air Infiltration, Opening Free Area, and Gross Louver Sizing Vectors per NFPA 54 and IFGC (540 Points)<p dir="ltr">### 1. Overview & Scope</p><p dir="ltr">This benchmark dataset compiles 540 deterministic engineering validation vectors modeling mechanical room confined space thresholds, appliance combustion air volume deficits, and required gross louver opening dimensions across standard indoor and outdoor ventilation methods.</p><p><br></p><p dir="ltr">The dataset systematically models interactio
figshare2026 · Astronomical catalogue
Data and Supplemental Materials for Noise-Robust Voice Command Recognition for Human-Robot Collaboration in Construction Environments<p dir="ltr">This dataset contains the research data and supplemental materials supporting the manuscript "Noise-Robust Voice Command Recognition for Human-Robot Collaboration in Construction Environments." It includes (1) 1,000 synthetic Mandarin construction-oriented human-robot collaboration commands recorded as 16-kHz mono WAV files, together with speaker-profile-disjoint train, validation, an
figshare2026 · Astronomical catalogue
Supplemantary materials for <b><i>Predictor scope can outweigh model choice in building retrofit cost estimation</i></b><p dir="ltr">This is Supplemental material of the paper [DOI will be available when the paper is published].</p>
figshare2026 · Astronomical catalogue
Automating building design with herarchical surrogation<p dir="ltr">In this dataset, a method for automated method for generalization through abstraction by clustrering and archetype formation and tthrogh memory reactivation is put at a trial in a building design case. Run with the Sim::OPT software (https://sites.google.com/view/bioclimatic-design/home/software) and ESP-r.</p>
Teesside University Research Data Repository2026 · dataset
HZNU-BuildStage-4 Datasetis a benchmark dataset specifically designed for fine-grained construction stage classification in remote sensing imagery, aiming to evaluate the feature extraction and generalization capabilities of deep learning models under severe occlusion and complex backgrounds. The dataset comprises four core construction phases—foundation excavation, main structure construction, topping-out, and completion
figshare2026 · Astronomical catalogue
Next-Generation Low-GWP Refrigerant Line-Set Mass Addition and Velocity Gradient Benchmark Dataset: 816 Thermodynamic Test Configurations<p dir="ltr">This benchmark dataset contains 816 deterministic calculation points modeling liquid refrigerant mass addition and hydrostatic elevation lift penalties for residential and commercial unitary split systems. Evaluated refrigerants include next-generation low-GWP A2L blends (R-454B, R-32) and legacy R-410A across standardized ASTM B280 liquid line diameters (1/4", 5/16", 3/8", 1/2"), lin
ScienceDB2026 · dataset · restricted
XGBoost, LightGBM, and CatBoost.Accurate forecasting of building energy consumption is important for improving energy management and supporting more efficient building operation. In this study, we investigate a sequential metaheuristic hyperparameter optimization framework for three widely used gradient-boosting models, namely XGBoost, LightGBM, and CatBoost. Two optimization pathways, Grey Wolf Optimizer–Particle Swarm Op
ZivaHub + Deakin Research Online + DMU Figshare2026 · dataset
A Delphi-based approach to identifying critical criteria for BIM and immersive technology integration in building projects<p dir="ltr">Purpose</p><p dir="ltr">The integration of Building Information Modelling and Immersive Technologies (BIM–ImT) can enhance design, communication and stakeholder collaboration. However, its implementation remains difficult because technical capabilities and social conditions must be aligned. The study applies socio-technical systems theory as a classification lens to distinguish techni
Teesside University Research Data Repository2026 · dataset
UK Panel Radiator Heat Output Dataset: K-RAD, Stelrad & Scudo# Mendeley Dataset Description This dataset compares standard UK panel convector radiators from K-RAD, Stelrad and Scudo using manufacturer-published heat output at ΔT50. Compiled and analysed by Find Cheap Radiators: https://findcheapradiators.com/ The master dataset contains 421 radiator records covering Type 11, Type 21, Type 22 and Type 33 configurations. A separate comparison file contains 64
Teesside University Research Data Repository2026 · dataset
ITESCM - CBMThis dataset is developed within the Integrated Tertiary Educational Supply Chain Management and Circular Business Model.
Teesside University Research Data Repository2026 · dataset
BIM-GS: BIM Reference Model and Point Cloud for Construction InspectionThis dataset contains the BIM reference model and point-cloud data used in the BIM-GS framework for BIM alignment and construction inspection.