Abstract:
:Efficient energy consumption at the building level is vital for sustainability. Providing energy efficient systems and solutions requires an understanding of how energy gets consumed. However, there is a general lack of large-scale open datasets about the energy consumption of buildings, which hinders the research. The recent emergence of smart energy meters makes it possible to collect such data, which can then be used for analysis. In this paper, we release I-BLEND, 52 months of electrical energy dataset at a one-minute sampling rate from commercial and residential buildings of an academic institute campus in an emerging economy, India. Also, we provide occupancy datasets at a 10-minute sampling rate for each of the campus buildings. To the best of our knowledge, this is the first such dataset from India. Public availability of such fine-granular data will allow users to perform different research tasks such as analyzing the impact of weather or occupancy schedule on energy consumption, detecting anomalies, and developing algorithms for predictive maintenance.
journal_name
Sci Datajournal_title
Scientific dataauthors
Rashid H,Singh P,Singh Adoi
10.1038/sdata.2019.15subject
Has Abstractpub_date
2019-02-19 00:00:00pages
190015issn
2052-4463pii
sdata201915journal_volume
6pub_type
杂志文章相关文献
Scientific Data文献大全abstract::There is still limited information on the diversity of viruses co-circulating in humans and animals. Here, we report data obtained from a large field collection of enteric samples taken from humans, pigs, rodents and other mammal hosts in Vietnam between 2012 and 2016. Each of 2100 stool or rectal swab samples was sub...
journal_title:Scientific data
pub_type: 杂志文章
doi:10.1038/s41597-019-0215-2
更新日期:2019-10-15 00:00:00
abstract::Olympia oysters are found along the west coast of North America and as the only native oyster species in the region, receive considerable attention with regard to restoration and conservation. Knowledge of genetic structure of this species is essential for resource managers. Here we provide genetic data for three dist...
journal_title:Scientific data
pub_type: 杂志文章
doi:10.1038/sdata.2017.130
更新日期:2017-09-12 00:00:00
abstract::The Systems Biology for Infectious Diseases Research program was established by the U.S. National Institute of Allergy and Infectious Diseases to investigate host-pathogen interactions at a systems level. This program generated 47 transcriptomic and proteomic datasets from 30 studies that investigate in vivo and in vi...
journal_title:Scientific data
pub_type: 杂志文章
doi:10.1038/sdata.2014.33
更新日期:2014-10-14 00:00:00
abstract::There are recent studies which aimed to detect the inheritance on the etiology of dental caries exploring oral composition. We present data on the oral microbiota and its relation with dental caries and other factors in monozygotic (MZ) and dizygotic (DZ) twin children. Following clinical investigation, DNA samples we...
journal_title:Scientific data
pub_type: 杂志文章
doi:10.1038/s41597-020-00691-z
更新日期:2020-10-13 00:00:00
abstract::Climate change has already influenced lake temperatures globally, but understanding future change is challenging. The response of lakes to changing climate drivers is complex due to the nature of lake-atmosphere coupling, ice cover, and stratification. To better understand the diversity of lake responses to climate ch...
journal_title:Scientific data
pub_type: 杂志文章
doi:10.1038/sdata.2017.53
更新日期:2017-04-25 00:00:00
abstract::With electric heat pumps substituting for fossil-fueled alternatives, the temporal variability of their power consumption becomes increasingly important to the electricity system. To easily include this variability in energy system analyses, this paper introduces the "When2Heat" dataset comprising synthetic national t...
journal_title:Scientific data
pub_type: 杂志文章
doi:10.1038/s41597-019-0199-y
更新日期:2019-10-01 00:00:00
abstract::Neural microarchitecture is heterogeneous, varying both across and within brain regions. The consistent identification of regions of interest is one of the most critical aspects in examining neurocircuitry, as these structures serve as the vital landmarks with which to map brain pathways. Access to continuous, three-d...
journal_title:Scientific data
pub_type: 杂志文章
doi:10.1038/s41597-020-00692-y
更新日期:2020-10-20 00:00:00
abstract::As basic data, the river networks and water resources zones (WRZ) are critical for planning, utilization, development, conservation and management of water resources. Currently, the river network and WRZ of world are most obtained based on digital elevation model data automatically, which are not accuracy enough, espe...
journal_title:Scientific data
pub_type: 杂志文章
doi:10.1038/s41597-019-0243-y
更新日期:2019-10-22 00:00:00
abstract::The human HCC1806 cell line is frequently used as a preclinical model for triple negative breast cancer (TNBC). Given that dysregulated epigenetic mechanisms are involved in cancer pathogenesis, emerging therapeutic strategies target chromatin regulators, such as histone deacetylases. A comprehensive understanding of ...
journal_title:Scientific data
pub_type:
doi:10.1038/sdata.2019.33
更新日期:2019-03-05 00:00:00
abstract::We provide a detailed description of a gadoteridol-derivatized lysozyme (gadolinium lysozyme) two-colour serial femtosecond crystallography (SFX) dataset for multiple wavelength anomalous dispersion (MAD) structure determination. The data was collected at the Spring-8 Angstrom Compact free-electron LAser (SACLA) facil...
journal_title:Scientific data
pub_type: 杂志文章
doi:10.1038/sdata.2017.188
更新日期:2017-12-12 00:00:00
abstract::Connective tissues such as tendon, ligament and skin are biological fibre composites comprising collagen fibrils reinforcing the weak proteoglycan-rich ground substance in extracellular matrix (ECM). One of the hallmarks of ageing of connective tissues is the progressive and irreversible change in the tissue mechanica...
journal_title:Scientific data
pub_type: 杂志文章
doi:10.1038/sdata.2018.140
更新日期:2018-07-24 00:00:00
abstract::This study assessed 24 adult patients, suffering from severe chronic unilateral pain diagnosed as temporomandibular joint (TMJ) disorder (TMD). The full dentate patients had normal occlusion and had never received an occlusal therapy, i.e., were with natural dental evolution/maturation. The following functional and dy...
journal_title:Scientific data
pub_type: 杂志文章
doi:10.1038/sdata.2017.168
更新日期:2017-11-07 00:00:00
abstract::The detection, identification, and localization of illicit nuclear materials in urban environments is of utmost importance for national security. Most often, the process of performing these operations consists of a team of trained individuals equipped with radiation detection devices that have built-in algorithms to a...
journal_title:Scientific data
pub_type: 杂志文章
doi:10.1038/s41597-020-00672-2
更新日期:2020-10-05 00:00:00
abstract::Surveys for more than 9,500 households were conducted in the growing seasons 2002/2003 or 2003/2004 in eleven African countries: Burkina Faso, Cameroon, Ghana, Niger and Senegal in western Africa; Egypt in northern Africa; Ethiopia and Kenya in eastern Africa; South Africa, Zambia and Zimbabwe in southern Africa. Hous...
journal_title:Scientific data
pub_type: 杂志文章
doi:10.1038/sdata.2016.20
更新日期:2016-05-24 00:00:00
abstract::High-quality and high-throughput sequencing technologies are required for therapeutic and diagnostic analyses of human gut microbiota. Here, we evaluated the advantages and disadvantages of the various commercial sequencing platforms for studying human gut microbiota. We generated fecal bacterial sequences from 170 Ko...
journal_title:Scientific data
pub_type: 杂志文章
doi:10.1038/sdata.2018.68
更新日期:2018-04-24 00:00:00
abstract::The silkmoth chorion was studied extensively by F.C. Kafatos' group for almost 40 years. However, the complete structure of the chorion locus was not obtained in the genome sequence of Bombyx mori published in 2008 due to repetitive sequences, resulting in gaps and an incomplete view of the locus. To obtain the comple...
journal_title:Scientific data
pub_type: 杂志文章
doi:10.1038/sdata.2015.62
更新日期:2015-11-10 00:00:00
abstract::Viruses are highly discriminating in their interactions with host cells and are thought to play a major role in maintaining diversity of environmental microbes. However, large-scale ecological and genomic studies of co-occurring virus-host pairs, required to characterize the mechanistic and genomic foundations of viru...
journal_title:Scientific data
pub_type: 杂志文章
doi:10.1038/sdata.2018.114
更新日期:2018-07-03 00:00:00
abstract::The corneal endothelium maintains corneal transparency; consequently, damage to this endothelium by a number of pathological conditions results in severe vision loss. Publicly available expression databases of human tissues are useful for investigating the pathogenesis of diseases and for developing new therapeutic mo...
journal_title:Scientific data
pub_type: 杂志文章
doi:10.1038/s41597-020-00754-1
更新日期:2020-11-20 00:00:00
abstract::Soybean aphid (Aphis glycines; SBA) and soybean cyst nematode (Heterodera glycines; SCN) are two major pests of soybean (Glycine max) in the United States of America. This study aims to characterize three-way interactions among soybean, SBA, and SCN using both demographic and genetic datasets. SCN-resistant and SCN-su...
journal_title:Scientific data
pub_type: 杂志文章
doi:10.1038/s41597-019-0140-4
更新日期:2019-07-24 00:00:00
abstract::A comprehensive transcriptome analysis of an expressed sequence tag (EST) database of the spider Dolomedes fimbriatus venom glands using single-residue distribution analysis (SRDA) identified 7,169 unique sequences. Mature chains of 163 different toxin-like polypeptides were predicted on the basis of well-established ...
journal_title:Scientific data
pub_type: 杂志文章
doi:10.1038/sdata.2014.23
更新日期:2014-08-05 00:00:00
abstract::Asymptomatic ebolavirus infection could greatly influence transmission dynamics, but there is little consensus on how frequently it occurs or even if it exists. This paper summarises the available evidence on seroprevalence of Ebola, Sudan and Bundibugyo virus IgG in people without known ebolavirus disease. Through sy...
journal_title:Scientific data
pub_type: 杂志文章,meta分析,评审
doi:10.1038/sdata.2016.133
更新日期:2017-01-31 00:00:00
abstract::The distribution of arbovirus disease transmission is expanding from the tropics and subtropics into temperate regions worldwide. The temperate city of Córdoba, Argentina has been experiencing the emergence of dengue virus, transmitted by the mosquito Aedes aegypti, since 2009, when autochthonous transmission of the v...
journal_title:Scientific data
pub_type: 杂志文章
doi:10.1038/s41597-019-0295-z
更新日期:2019-11-21 00:00:00
abstract::Brittle faults and fault zones are important fluid flow conduits through the upper part of Earth's crust that are involved in many well-known phenomena (e.g. earthquakes, thermal water and gas transport, or water leakage to underground tunnels). The permeability property, or the ability of porous materials to conduct ...
journal_title:Scientific data
pub_type: 杂志文章
doi:10.1038/s41597-020-0435-5
更新日期:2020-03-19 00:00:00
abstract::Understanding dynamic human mobility changes and spatial interaction patterns at different geographic scales is crucial for assessing the impacts of non-pharmaceutical interventions (such as stay-at-home orders) during the COVID-19 pandemic. In this data descriptor, we introduce a regularly-updated multiscale dynamic ...
journal_title:Scientific data
pub_type: 杂志文章
doi:10.1038/s41597-020-00734-5
更新日期:2020-11-12 00:00:00
abstract::Plants use surface receptors to perceive information about many aspects of their local environment. These receptors physically interact to form both steady state and signalling competent complexes. The signalling events downstream of receptor activation impact both plant developmental and immune responses. Here, we pr...
journal_title:Scientific data
pub_type:
doi:10.1038/sdata.2019.25
更新日期:2019-02-26 00:00:00
abstract::[This corrects the article DOI: 10.1038/sdata.2014.11.]. ...
journal_title:Scientific data
pub_type: 已发布勘误
doi:10.1038/sdata.2014.16
更新日期:2014-07-08 00:00:00
abstract::In Eco-Metabolomics interactions are studied of non-model organisms in their natural environment and relations are made between biochemistry and ecological function. Current challenges when processing such metabolomics data involve complex experiment designs which are often carried out in large field campaigns involvi...
journal_title:Scientific data
pub_type: 杂志文章
doi:10.1038/sdata.2018.179
更新日期:2018-08-28 00:00:00
abstract::Bumblebees (Hymenoptera: Apidae) are important pollinating insects that play pivotal roles in crop production and natural ecosystem services. Although protein-coding genes in bumblebees have been extensively annotated, regulatory sequences of the genome, such as promoters and enhancers, have been poorly annotated. To ...
journal_title:Scientific data
pub_type: 杂志文章
doi:10.1038/s41597-020-00713-w
更新日期:2020-10-26 00:00:00
abstract::Both poly(A) enrichment and ribosomal RNA depletion are commonly used for RNA sequencing. Either has its advantages and disadvantages that may lead to biases in the downstream analyses. To better access these effects, we carried out both ribosomal RNA-depleted and poly(A)-selected RNA-seq for CD4+ T naive cells isolat...
journal_title:Scientific data
pub_type: 杂志文章
doi:10.1038/s41597-020-00719-4
更新日期:2020-11-09 00:00:00
abstract::Land Use Information is a key dataset required to enable an understanding of the changing nature of our landscapes and the associated influences on natural resources and regional communities. The Victorian Land Use Information System (VLUIS) data product has been created within the State Government of Victoria to supp...
journal_title:Scientific data
pub_type: 杂志文章
doi:10.1038/sdata.2015.70
更新日期:2015-11-24 00:00:00