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Artificial Intelligence GHG Monitoring for a Voluntary Carbon Certification 被引量:1
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作者 Doimi Mauro Minetto Giorgio 《Journal of Environmental Science and Engineering(B)》 2023年第1期1-16,共16页
Generating carbon credits in rural and wetland lagoon environments is important for the economic and social survival of the same.There are many methodologies to study and certificate the Carbon Sink such as the ISO 14... Generating carbon credits in rural and wetland lagoon environments is important for the economic and social survival of the same.There are many methodologies to study and certificate the Carbon Sink such as the ISO 14064,VCS VERRA,UNI-BNEUTRAL,GOLD STANDARD and others.Many methods done before 2018 are obsolete since research has developed greatly in recent years.The methods are all different,but they share a continuous and real monitoring of the environment to ensure a true CCS(Carbon Capture and Storage)action.In the case of absence of monitoring,the method uses a system of provision of carbon credits called“buffer”.This system allows maintaining a credit-generating activity even in the presence of important anomalies due to adverse weather events.This research shows the complex analytic web of the different sensors in a continuous environmental monitoring system via GSM(Global System for Mobile)Communication and IoT(Internet of Things).By 2011,a monitoring network was installed in the wetland environments of Northern Italy Venetian Lagoon(UNESCO heritage)and used to understand and validate,the CCS action.Thingspeak cloud platform is used to collect data and is used to send alert to the user if the biological sink is reversed to emission.The obtained large dataset was used to prepare a AI(Artificial Intelligence)model“CCS wetland forecast”by Google COLAB.This model can fit the trend to avoid the direct and spot chemical field analysis and demonstrate the real efficacy of the model chosen.This network is now implemented by the Italian national method UNI PdR 99:2021 BNeutral generation of carbon credits. 展开更多
关键词 AI model data logger IoT CCS CO_(2) UNI bneutral VERRA VCS WETLAND
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Conversion Carbon Capture and Storage Factors in Temperate Human Controlled Wetland
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作者 Doimi Mauro Minetto Giorgio 《Journal of Environmental Science and Engineering(B)》 2023年第5期211-219,共9页
This paper provides guidance for the quantification and reporting of blue carbon removals in the temperate coastal ecosystems,“Italian valli da pesca”or H.C.W.(Human Controlled Wetland,Lat.45°Lon.12°),wher... This paper provides guidance for the quantification and reporting of blue carbon removals in the temperate coastal ecosystems,“Italian valli da pesca”or H.C.W.(Human Controlled Wetland,Lat.45°Lon.12°),where some pools as seagrasses,and salt marshes,are highly efficient at capturing and storing carbon dioxide(CO_(2))from the atmosphere.Halophyte salt marsh plants were found to have a%C on Dry Weight(D.W.)of 32.26±3.91(mean±standard deviation),macrophytes 33.65±7.99,seagrasses 29.23±2.23,tamarisk 48.42±2.80,while the first 5 centimetres of wetland mud,on average,had a%C of 8.56±0.94.Like the ISO(International Organization for Standardization)14064 guideline to quantify the GHG(Greenhouse Gas)emission,we have studied the different conversion factors to be used as a practical tool for measurement the CO_(2)sink activity.These factors are essential to calculate the overall carbon reduction in a project located in temperate wetland using a method as the ISO 14064.2,UNI-BNeutral,VCS VERRA or other that will come. 展开更多
关键词 Blue carbon carbon conversion factor Carbon Capture and Storage CO_(2) UNI bneutral VERRA VCS WETLAND
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