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Advances in building data management for building performance standards using the SEED platform
Reducing energy consumption and greenhouse gas emissions in the built environment is a critical step in achieving emission goals to mitigate climate change impacts. Local, federal, and international jurisdictions are deploying several methods to reduce energy and emissions such as voluntary and mandatory benchmarking and building performance standards, requiring building owners to reach energy and emission targets. Jurisdictions leveraging benchmarking and building performance standards require knowledge of the buildings covered; which is a large task due to staffing constraints, limited information on building characteristics and tax parcel data, and the need for advanced data management techniques to align datasets. This paper describes an open-source platform's recent advances to create consistent taxonomies, identify erroneous data, enable auditability, and track building performance. The paper concludes with two use cases on how the platform has been used by jurisdictions.
Light and hormone interactions in the seed-to-seedling transition
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Disruption of plastid acyl:acyl carrier protein synthetases increases medium chain fatty acid accumulation in seeds of transgenic Arabidopsis
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Characterization of mango seed kernel starch: Extraction and Analysis
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Quantitative HPLC–MS/MS analysis of toxins in soapberry seeds: Methylenecyclopropylglycine and hypoglycin A
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CO2 treatment improves the hypocholesterolemic and antioxidant properties of fenugreek seeds
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Characteristics of Paeonia ostii seed oil body and OLE17.5 determining oil body morphology
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Seeds of Opuntia spp. as a novel high potential by-product: Phytochemical characterization and antioxidant activity
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On the potential and limits of large area seeding for photovoltaic silicon
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