Towards transparent and trustworthy cloud carbon accounting

2021 ◽  
Author(s):  
Tamar Eilam
Keyword(s):  
2015 ◽  
Author(s):  
Christopher W. Woodall ◽  
John W. Coulston ◽  
Grant M. Domke ◽  
Brian F. Walters ◽  
David N. Wear ◽  
...  

Author(s):  
Tze San Ong ◽  
Nur Fatin Binti Kasbun ◽  
Boon Heng Teh ◽  
Haslinah Muhammad ◽  
Sohail Ahmad Javeed

2021 ◽  
Vol 13 (8) ◽  
pp. 1595
Author(s):  
Chunhua Li ◽  
Lizhi Zhou ◽  
Wenbin Xu

Wetland vegetation aboveground biomass (AGB) directly indicates wetland ecosystem health and is critical for water purification, carbon cycle, and biodiversity conservation. Accurate AGB estimation is essential for the monitoring and supervision of ecosystems, especially in seasonal floodplain wetlands. This paper explored the capability of spectral and texture features from the Sentinel-2 Multispectral Instrument (MSI) for modeling grassland AGB using random forest (RF) and extreme gradient boosting (XGBoost) algorithms in Shengjin Lake wetland (a Ramsar site). We use five-fold cross-validation to verify the model effectiveness. The results indicated that the RF and XGBoost models had a robust and efficient performance (with root mean square error (RMSE) of 126.571 g·m−2 and R2 of 0.844 for RF, RMSE of 112.425 g·m−2 and R2 of 0.869 for XGBoost), and the XGBoost models, by contrast, performed better. Both traditional and red-edge vegetation indices (VIs) obtained satisfactory results of AGB estimation (RMSE = 127.936 g·m−2, RMSE = 125.879 g·m−2 in XGBoost models, respectively), with the red-edge VIs contributed more to the AGB models. Moreover, we selected eight gray-level co-occurrence matrix (GLCM) textures calculated by four processing window sizes using the mean value of four offsets, and further analyzed the results of three analysis sets. Textures derived from traditional and red-edge bands using a 7 × 7 window size performed better in biomass estimation. This finding suggested that textures derived from the traditional bands were as important as the red-edge bands. The introduction of textures moderately improved the accuracy of modeling AGB, whereas the use of textures alo ne was not satisfactory. This research demonstrated that using the Sentinel-2 MSI and the two ensemble algorithms is an effective method for long-term dynamic monitoring and assessment of grass AGB in seasonal floodplain wetlands, which can support sustainable management and carbon accounting of wetland ecosystems.


2021 ◽  
Vol 769 ◽  
pp. 144341
Author(s):  
Heather Keith ◽  
Michael Vardon ◽  
Carl Obst ◽  
Virginia Young ◽  
Richard A. Houghton ◽  
...  

Land ◽  
2021 ◽  
Vol 10 (4) ◽  
pp. 436
Author(s):  
Bruno D. V. Marino ◽  
Nahuel Bautista ◽  
Brandt Rousseaux

Forest carbon sequestration is a widely accepted natural climate solution. However, methods to determine net carbon offsets are based on commercial carbon proxies or CO2 eddy covariance research with limited methodological comparisons. Non-CO2 greenhouse gases (GHG) (e.g., CH4, N2O) receive less attention in the context of forests, in part, due to carbon denominated proxies and to the cost for three-gas eddy covariance platforms. Here we describe and analyze results for direct measurement of CO2, CH4, and N2O by eddy covariance and forest carbon estimation protocols at the Howland Forest, ME, the only site where these methods overlap. Limitations of proxy-based protocols, including the exclusion of sink terms for non-CO2 GHGs, applied to the Howland project preclude multi-gas forest products. In contrast, commercial products based on direct measurement are established by applying molecule-specific social cost factors to emission reductions creating a new forest offset (GHG-SCF), integrating multiple gases into a single value of merit for forest management of global warming. Estimated annual revenue for GHG-SCF products, applicable to the realization of a Green New Deal, range from ~$120,000 USD covering the site area of ~557 acres in 2021 to ~$12,000,000 USD for extrapolation to 40,000 acres in 2040, assuming a 3% discount rate. In contrast, California Air Resources Board compliance carbon offsets determined by the Climate Action Reserve protocol show annual errors of up to 2256% relative to eddy covariance data from two adjacent towers across the project area. Incomplete carbon accounting, offset over-crediting and inadequate independent offset verification are consistent with error results. The GHG-SCF product contributes innovative science-to-commerce applications incentivizing restoration and conservation of forests worldwide to assist in the management of global warming.


1996 ◽  
Vol 318 (1) ◽  
pp. 235-240 ◽  
Author(s):  
Xi LIN ◽  
Sean H. ADAMS ◽  
Jack ODLE

An experiment was conducted to explore the nature of the radiolabel distribution in acid-soluble products (ASPs) resulting from the oxidation of [1-14C]C7:0 or C8:0 by isolated piglet hepatocytes. The differences between odd and even chain-length and the impacts of valproate and malonate upon the rate of β-oxidation and ASP characteristics were tested. A minor amount of fatty acid carboxyl carbon (⩽ 10% of organic acids identified by radio-HPLC) accumulated in ketone bodies regardless of chain-length or inhibitor used. In all cases, acetate represented the major reservoir of carboxyl carbon, accounting for 60–70% of radiolabel in identified organic acids. Cells given [1-14C]C7:0 accumulated 85% more carboxyl carbon in Krebs cycle intermediates when compared with C8:0, while accumulation in acetate was unaffected. The results are consistent with the hypothesis that anaplerosis from odd-carbon fatty acids affects the oxidative fate of fatty acid carbon. The piglet appears unique in that non-ketogenic routes of fatty acid carbon flow (i.e. acetogenesis) predominate in the liver of this species.


2021 ◽  

Nachhaltiges Wirtschaften unter Berücksichtigung ökonomischer, ökologischer und sozialer Aspekte gewinnt gesellschaftlich und politisch zunehmend an Stellenwert und wird dadurch zu einer Grundvoraussetzung für erfolgreiche Unternehmensführung. Speziell durch die rasch voranschreitende Digitalisierung eröffnen sich Chancen, aber auch Herausforderungen auf dem Weg zu einer möglichen Klimaneutralität. Beim nunmehr 9. Kongressband der Reihe „Sustainability Management for Industries“ mit dem Thema „Digitalisierung im Kontext von Nachhaltigkeit und Klimawandel“ geben Wissenschaftler und Wirtschaftsvertreter Einblicke in die Themengebiete Digitalisierung und Energiemanagement, Ansätze zur effizienteren Datenverarbeitung, Alternative Energieversorgungssysteme, Nachhaltige Entwicklung und nachhaltiges Wirtschaften, Klimadaten und Klimaneutralität, Carbon Accounting und Ökobilanzierung.


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