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National Biomass and Carbon Dataset.
The local carbon estimates (individual tree level) of Boston, US were highly underestimated by available national datasets of the same area by 30% (NBCD, National Biomass and Carbon Dataset, 30 m pixel size) to more than 90% (United States Department of Agriculture Forest Service Forest Inventory and Analysis, USDA FS-FIA, 250 m pixel size) [47].
The modeling performance was validated by comparing the simulation with the corresponding observation, which included USDA forest biomass values, aboveground biomass from the National Biomass and Carbon Dataset 2000 [54], MODIS NPP, and the USDA grain yield for 2006, 2008, and 2010.
WHRC's National Biomass and Carbon Dataset (NBCD) project, released in 2011, measured the density of organic carbon in vegetation across the United States.
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Accurate biomass estimation of plantations and natural forests is a prerequisite for establishing regional carbon inventory datasets.
Water, energy, and carbon emission datasets are typically available through published literature, government and non-governmental reports, and submissions to government agencies for permitting processes [36].
Correlation of our carbon starvation datasets with microarray analysis of C. crescentus' response to metal stress [29], revealed that of 222 genes that were induced by two or more of the four heavy metals tested, 38 were upregulated in our carbon starvation proteomics samples, and 103 were induced after 30 minutes of carbon starvation at the transcript level (Table S6).
We cross-correlated these results with our carbon starvation microarray dataset and found that the expression of a significant number of both cell-cycle regulated and non cell-cycle regulated CtrA targets was altered upon 30 min of carbon starvation (Table 2).
The consistency is reasonably good for the majority of the tested datasets, with a deviation minor than 10% in carbon content for datasets; 1 4, 7 14, 46 48, 50, 51, 56 72.
Using a dataset of carbon emission factors for domestic and international land transitions, they estimated total LUC GHG emissions from GS ethanol production of 26 g CO2e/MJ.
Detailed physiological data, carbon balances, and complete datasets are provided in Table S2 and Table S3.
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