Unlocking the Potential: Deep dive into ocean of Ceramic Magnets.pptx
Nicolini, Giacomo: Direct observations of CO2 emission reductions due to COVID-19 lockdown and their subsequent evolutions
1. Direct observations of CO2 emission reductions
due to COVID-19 lockdowns
and their subsequent evolutions
Giacomo Nicolini, Gabriele Antoniella, Federico Carotenuto, Andreas Christen, Philippe Ciais, Christian Feigenwinter,
Beniamino Gioli, Stavros Stagakis, Erik Velasco, Roland Vogt, Helen C. Ward, Janet Barlow, Nektarios Chrysoulakis,
Pierpaolo Duce, Martin Graus, Carole Helfter, Bert Heusinkveld, Leena Järvi, Alina Jasek-Kaminska, Thomas Karl,
Serena Marras, Valéry Masson, Bradley Matthews, Fred Meier, Eiko Nemitz, Konstantinos Politakos, Simone Sabbatini,
Dieter Scherer, Helmut Schume, Costantino Sirca, Gert-Jan Steeneveld, Carolina Vagnoli, Yilong Wang, Alessandro Zaldei,
Bo Zheng, Miroslaw Zimnoch, Dario Papale.
5. ICOS Science Conference 2022: Tracking progress to carbon neutrality
Study sites and illustrative data
Berlin
6. ICOS Science Conference 2022: Tracking progress to carbon neutrality
Study sites and illustrative data
Berlin
7. ICOS Science Conference 2022: Tracking progress to carbon neutrality
CO2 flux relative change time-series
Changes in CO2 fluxes as
Relative Flux Change (RFC, %)
c = years 2020, 2021, 2022
base = years before 2020
𝑅𝐹𝐶 =
𝑋𝑐 − 𝑋𝑏𝑎𝑠𝑒
𝑋𝑏𝑎𝑠𝑒
∗ 100
8. ICOS Science Conference 2022: Tracking progress to carbon neutrality
CO2 flux relative change and restrictions – whole period (two lockdowns)
9. ICOS Science Conference 2022: Tracking progress to carbon neutrality
CO2 flux relative change and restrictions – per lockdown
10. ICOS Science Conference 2022: Tracking progress to carbon neutrality
RFC: 1st and 2nd lockdown differences: daily RFC, all sites
11. ICOS Science Conference 2022: Tracking progress to carbon neutrality
RFC: 1st and 2nd lockdown differences: daily RFC, all sites
12. ICOS Science Conference 2022: Tracking progress to carbon neutrality
1st and 2nd waves emission recovery – all sites
13. ICOS Science Conference 2022: Tracking progress to carbon neutrality
14 weeks 7 weeks
1st and 2nd waves emission recovery – all sites
LD1 end LD2 end
20. ICOS Science Conference 2022: Tracking progress to carbon neutrality
Spatial analysis: RFC by land use sector
21. ICOS Science Conference 2022: Tracking progress to carbon neutrality
Conclusions - 1
• CO2 emissions were significantly reduced during lockdowns, more in
the first.
• Reductions occurred mainly during daytime due to vehicular traffic
reduction
• We didn’t see a clear increase of emissions related to home
confinement (heating, cooking, human respiration).
• Emissions rebounded to previous levels once restrictions were erased
in the following months (faster after the second lockdown).
22. ICOS Science Conference 2022: Tracking progress to carbon neutrality
Conclusions - 2
• Local data of vehicular traffic, heating systems (type, timing,
consumption), number of resident people etc. would help to better
interpret the flux measurements.
• Importance of monitoring networks and infrastructures like ICOS.
• The ICOS Cities EU H2020 project will help improving both the
measurements and the data processing.
23. ICOS Science Conference 2022: Tracking progress to carbon neutrality
THANK YOU
Nicolini et al., 2022 STOTEN
https://doi.org/10.1016/j.scitotenv.2022.154662
Acknowledgements
Side note…
ICOS ETC is hiring one or two
people in Italy for data processing,
QC and projects. If interested:
darpap@unitus.it