Atmospheric Composition and Radiative forcing changes due to UN International Ship Emissions regulations (ACRUISE)

Lead Research Organisation: Plymouth Marine Laboratory
Department Name: Plymouth Marine Lab

Abstract

Ships generally burn low quality fuel and emit large quantities of sulfur dioxide and particulates, or aerosols (harmful at high concentrations), into the atmosphere above the ocean. In the presence of clouds the sulfur dioxide is rapidly converted into more particle mass growing them to sizes where they act as sites for cloud droplet formation. Given that about 70% of shipping activities occur within 400 km of the coast, ships are a large source of air pollution in coastal regions, causing 400k premature mortalities per year globally. In the UK, air pollution (including ship emissions) is responsible for 40,000 premature mortalities each year. In an effort to reduce air pollution from shipping activity, the United Nation's International Maritime Organization (IMO) is introducing new regulations from January 2020 that will require ships in international waters to reduce their maximum sulfur emissions from 3.5% by mass of fuel to 0.5%.

Particulates emitted by ships may enhance the number of cloud droplets and potentially form regions of brighter clouds known as ship tracks. Largely because of this effect, some global models predict that ship emissions of particulates currently have a significant cooling influence on the global climate, masking a fraction of the warming caused by greenhouse gas emissions. So whilst a reduction in ship sulfur emission is predicted to almost halve the number of premature deaths globally via a reduction in sulfate aerosols, a lack of similar reductions in greenhouse gases from shipping (e.g. CO2) could lead to an overall climate warming. However, the magnitude of the cooling caused by particulates is very uncertain, with large discrepancies between global model and satellite-based estimates. This may be due to imprecise representations of the effects of aerosols on clouds in global models or biases in satellite detections of ship tracks. Furthermore, how shipping companies respond to the 2020 regulation (i.e. degree and method of compliance), in international waters where surveillance is challenging, is largely unknown and requires observational verification.

We will take advantage of this unique and drastic "inverse geoengineering" event in 2020. By combining aircraft observations, long-term surface observations, satellite remote sensing, and process-level modelling, we will investigate the impact of the 2020 ship sulfur emission regulation on atmospheric composition, radiative forcing and climate in the North Atlantic. Results of this project will improve our understanding of the impact of ship emissions on air quality and climate.

Planned Impact

To reduce ship-derived air pollution in coastal regions, International Maritime Organisation (IMO) regulations require ships to reduce their sulfur emissions from a maximum of 3.5% to 0.5% in 2020. However, whilst a reduction in sulfur would help to improve air quality, a lack of similar reductions in greenhouse gases from shipping could lead to an overall, but highly uncertain, climate warming effect. We will take advantage of this unique "inverse geoengineering" event in 2020, by combining in situ observations, remote sensing, and process-level modelling to investigate the impact of the 2020 ship sulfur emission regulation on atmospheric composition and radiative forcing in the North Atlantic. Below, we describe a number of key beneficiaries of our proposed work:

General Public, Environmental Authorities, and Health Agencies:
Air pollution comes with huge health and financial costs. For example, particulate air pollution in the UK is estimated to reduce life expectancy by 6 months, with a cost to the national economy of £16 billion/year (DEFRA, 2015). Our project will increase the understanding of the impact of changing ship emissions on coastal air quality, contributing towards more accurate air quality forecasts in populated coastal regions, and allowing environmental authorities to mitigate and prepare, both practically and economically. This could have direct positive impacts on the health of the wider public, e.g. by providing early warnings to the public for periods of dangerously high air pollution that may be harmful to health. Health agencies will benefit from the potential cost savings associated with improvements to the health of the affected populations. Such benefits are likely to be felt soon after completion of the project (2 - 5 years), and will continue into the future.

Policymakers/advisors:
Our work will directly benefit the IMO, the regulatory body responsible for ship emissions. Our proposed observations will provide valuable information on the percentage and spatial distributions of ships' compliance to the 2020 regulation over the open ocean, which is otherwise difficult to police. We will be able to start providing such information to the IMO soon after the 2020 regulation comes into force.
By increasing our understanding of the role of ship emissions on UK coastal air quality, this research will benefit key government advisory bodies, such as the Department for Environment, Food and Rural Affairs (DEFRA), and influence government policy via the Climate Change and Waste & Air Quality Directorates. The 2020 IMO regulation only deals with sulfur emissions, and thus emissions of other air pollutants (e.g. nitrogen oxides, ozone-precursors) may be 'business as usual'. We will also monitor these pollutants in ship plumes, and by communicating our findings to key policymakers (see Pathways to Impact), our work may influence government policy with regards to ship emissions in populated coastal areas within 3 - 5 years of the project end.

Scientific Bodies/Users:
Besides the effects on air quality, aerosols from ship emissions may cause a cooling of the Earth's climate through their interactions with clouds. Our project will benefit global climate bodies such as the UN Intergovernmental Panel on Climate Change (IPCC), by improving understanding of the climate sensitivity to ship emissions - vital if we are to meet the requirements of the UNFCCC COP21 agreement of limiting the global temperature rise this century to < 2 degC above pre-industrial levels. Academic beneficiaries include those working in fields of atmosphere, ocean, and Earth-system science. For example, the UK Earth System Model (NERC/Met Office collaboration) couples atmosphere/ocean processes to provide predictions of Earth's future climate. Our results will provide important constraints on the magnitude of the aerosol indirect effect in this model, contributing towards more accurate predictions of the future climate.

Publications

10 25 50
 
Description The International Maritime Organization (United Nation)'s regulation on reduced ship sulfur emission since the beginning of 2020 likely has substantially reduced the amount of sulfur dioxide gas and sulfate aerosols emitted from ships. As a result, we are seeing significantly less ship tracks (linear streaks of clouds) from satellite images. We expect there to be an important change in the radiative forcing from ship emissions as a result of this regulation change.
Exploitation Route The impact of this regulation changes should be considered in global climate models. Results from this project may also be useful for national/international regulatory bodies.
Sectors Aerospace, Defence and Marine,Environment,Government, Democracy and Justice,Transport

URL https://pml.ac.uk/science/projects/ACRUISE
 
Title Machine learning of ship track detection from satellite cloud images 
Description Past known ship tracks (streaks of clouds due to ship emissions) from satellite images were used to develop and train an algorithm to be able to automatically detect ship tracks using machine learning. 
Type Of Material Improvements to research infrastructure 
Year Produced 2020 
Provided To Others? No  
Impact This method will be used to detect ship tracks from past/current cloud images and quantify the change due to the 2020 regulation on sulfur emission. 
 
Title ClimateBench benchmark suite 
Description ClimateBench is a benchmark dataset for climate model emulation inspired by WeatherBench. It consists of NorESM2 simulation outputs with associated forcing data processed in to a consistent format from a variety of experiments performed for CMIP6. Multiple ensemble members are included where available. The processed training, validation and test data can be obtained from Zenodo: 10.5281/zenodo.5196512. A pre-print of the paper describing ClimateBench and the baseline models can be found here: https://www.essoar.org/doi/10.1002/essoar.10509765.2 
Type Of Material Computer model/algorithm 
Year Produced 2021 
Provided To Others? Yes  
Impact ClimateBench is a benchmark dataset for climate model emulation inspired by WeatherBench. It consists of NorESM2 simulation outputs with associated forcing data processed in to a consistent format from a variety of experiments performed for CMIP6. Multiple ensemble members are included where available. Associated data can be found here: https://doi.org/10.5281/zenodo.5196512 
URL https://github.com/duncanwp/ClimateBench
 
Title Data from ACRUISE flights 
Description Data from the ACRUISE 2019 flight campaigns 
Type Of Material Database/Collection of data 
Year Produced 2020 
Provided To Others? Yes  
Impact Not yet. 
URL https://catalogue.ceda.ac.uk/uuid/d6eb4e907c124482881d7d03c06903e4
 
Description SCIPPER: Shipping Contributions to Inland Pollution Push for the Enforcement of Regulations (Horizon 2020) 
Organisation Finnish Meteorological Institute
Country Finland 
Sector Public 
PI Contribution Our direct measurements of ship emission factors will contribute to the improvement of the emission inventory model used in SCIPPER.
Collaborator Contribution Our partner will provide ACRUISE with a better emission inventory, which will be used for the regional/global modelling studies in ACRUISE.
Impact Outputs/outcomes to come.
Start Year 2020
 
Description Shipping Emissions in the Arctic and North Atlantic atmosphere (SEANA) 
Organisation British Antarctic Survey
Country United Kingdom 
Sector Academic/University 
PI Contribution As a part of ACRUISE-SEANA collaboration, we hosted instrumentation form the SEANA project at our field site (Penlee Point Atmospheric Observatory) for measurements.
Collaborator Contribution The measurements by SEANA researchers at Penlee Point Atmospheric Observatory help us with understanding of aerosols at our field site.
Impact I anticipate at least one paper from this collaboration.
Start Year 2020
 
Title Earth system emulation (ESEm) suite 
Description While excellent tools exist for regression and emulation, and similarly for efficient calibration, there isn't a single package that makes it easy for Earth scientists to emulate and calibrate their models. ESEm provides a simple interface to do so, with a thin wrapper around familiar emulation engines and efficient sampling tools. ESEm can use Iris Cubes or xarray DataArrays to retain useful geophysical information about the data being emulated and also streamlines the typical task of co-locating models and observations for comparison using e.g. CIS. These tasks aren't just restricted to emulating and calibrating models though and can be used in any situation where regression of Earth system data is needed. 
Type Of Technology Webtool/Application 
Year Produced 2021 
Open Source License? Yes  
Impact While excellent tools exist for regression and emulation, and similarly for efficient calibration, there isn't a single package that makes it easy for Earth scientists to emulate and calibrate their models. ESEm provides a simple interface to do so, with a thin wrapper around familiar emulation engines and efficient sampling tools. ESEm can use Iris Cubes or xarray DataArrays to retain useful geophysical information about the data being emulated and also streamlines the typical task of co-locating models and observations for comparison using e.g. CIS. These tasks aren't just restricted to emulating and calibrating models though and can be used in any situation where regression of Earth system data is needed. 
URL https://github.com/duncanwp/ESEm
 
Description Art / Big Data Project- Workshop 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Media (as a channel to the public)
Results and Impact Met with various artists to pursue ideas about representing ACRUISE science in art forms
Year(s) Of Engagement Activity 2020
 
Description Interview for a movie made by Cornwall Climate Care 
Form Of Engagement Activity A broadcast e.g. TV/radio/film/podcast (other than news/press)
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact Thomas Bell (PML) interviewed with people from Cornwall Climate Care (https://www.cornwallclimate.org/) for a movie at the Penlee Point Atmospheric Observatory. The movie is currently being edited.
Year(s) Of Engagement Activity 2020
URL https://www.youtube.com/channel/UCaXeARL6x-TKMnqUgZB_lvQ