Developing modelling tools to support integrated catchment management
Submitting Institution
University of ReadingUnit of Assessment
Earth Systems and Environmental SciencesSummary Impact Type
EnvironmentalResearch Subject Area(s)
Earth Sciences: Geochemistry, Physical Geography and Environmental Geoscience
Engineering: Environmental Engineering
Summary of the impact
The intensification of food production, fossil fuel combustion and water
consumption has led to substantial increases in the amount of nitrogen and
phosphorus flushed from land to water. The accumulation of these nutrients
in freshwaters, estuaries and the coastal zone has led to reductions in
biodiversity, the loss of ecosystem services, and compromised water
security. The UK is a signatory to a raft of international conventions and
policies which require reductions in the flux of nutrients from land to
the water and restoration of ecosystem health and services. To meet these
obligations, policymakers need information on the scale of the problem,
the sources of nutrients and the effectiveness of intervention measures.
Research in the Unit has directly addressed this need. It has provided
robust scientific evidence of the scale of the problem and the sources of
nutrient enrichment, and has provided the capability to test intervention
and policy scenarios at field to national scales. It has fed directly into
the development of monitoring approaches and mitigation measures now in
use by the Environment Agency (EA) and Defra, informed the development of
UK Government policy in relation to catchment management, and supported
compliance with the EU Water Framework Directive, the renegotiation of the
Gothenburg Protocol under the International Convention on Long-Range
Transboundary Air Pollution, and reporting on discharges of nutrient
pollution to the North East Atlantic under the OSPAR Convention.
Underpinning research
The Aquatic Environments Research Centre was created in the Unit in 1995
to undertake research into catchment biogeochemical cycling, with a focus
on combining model development with monitoring to directly address the
needs of water managers for science evidence and management tools. Since
1995, it has received over £4.8m in funding from NERC (£1.2m), the EU
(£1.28m), Government departments and agencies (Defra, £1.57m; EA, £0.48m)
as well as the water (£0.16m), and energy industries (£0.2m). The key
researchers have been P. Johnes (1993 to date), P. Whitehead (1995-2007)
and A. Wade (1998-2002, and 2004 to date), plus research fellows,
postdoctoral researchers (including D. Butterfield and M. Futter) and PhD
students.
Initial research1,2,5,6 focused on improving our understanding
of the key environmental variables controlling nutrient and sediment
fluxes from land to adjacent waters. This involved the development of
numerical simulation models to predict nutrient and sediment fluxes, and
hence water quality, at field to catchment scales, and showed that the
models were most effectively developed and calibrated when confronted with
high frequency (daily or sub-daily) observations at multiple field
stations. This research demonstrated that nutrient flux behaviours varied
from year to year, depending on inter-annual climate variability. The
behaviour also varied between catchments of different geological and
climatic character, and between sites within catchments depending on the
distribution and connectivity of the key source areas in the catchment
upstream from each sampling point. Our research also demonstrated the
importance of both biotic controls and abiotic controls on the rate and
timing of nutrient flux within catchments, the importance of organic and
particulate nutrient fractions as components of the total nutrient load
transported to inland and coastal waters, and the importance of instream
processes in regulating the timing, chemical character and ecosystem
impacts of nutrient flux from source to sea.
Several modelling tools were developed by the Unit based on this
research. These include the National Export Coefficient Modelling
Framework and the Integrated Catchment Model (INCA). The
former1,2,3,4,8 simulates the total nitrogen (N) and phosphorus
(P) load delivered annually to any water body as the sum of the exports
from all contributing sources in the catchment. It has been calibrated
against observed data in over 75 catchments, and provides a robust and
reliable approach both for quantifying the relative contribution of
different sources in the catchment, and assessing the likely effects of
mitigation measures through scenario testing. The model is highly cited in
both academic (>1500 total citations in Web of Science, WoS, searched
October 2013) and stakeholder literature (Section 5). In one recent
example of application of the model,8 it was demonstrated that
a strategy for reducing the delivery of P from agricultural sources would
have only a limited effect on P loadings in reservoirs in southern
Portugal, and policy should therefore first focus on reducing the P
loading from sewage effluent discharge. In a series of applications at
catchment to national scale the model indicated the dominance of animal
agriculture in the delivery of both N and P to UK inland and coastal
waters in the wetter west of the UK, particularly in rural catchments, the
importance of N flux to waters from fertiliser applications to crops and
grass in the drier eastern catchments of East Anglia and the Wolds, and
the importance of effluent from sewage treatment works in the delivery of
P to coastal waters in highly urbanised catchments and downstream from
major cities.3,4 INCA5,6,7 is a more complex model,
providing a daily simulation of the flux of a number of N species and P
fractions at catchment scale. It also simulates carbon as well as nitrogen
and phosphorus flux, and has recently been adapted to simulate mercury and
sediment flux in applications in the UK and more widely in Boreal and
upland areas of Europe. It has been calibrated in over 40 UK and European
catchments, and is also highly cited in the academic literature (over 800
WoS citations in total).
Through targeted investment by the stakeholders, totalling over £3.6m
(and more recently in the NERC Environmental Virtual Observatory and
Macronutrient Cycles programmes), we have refined these models to meet a
wide variety of stakeholder requirements. We have developed cloud
computing-enabled frameworks to allow the models to be up-scaled from the
field to the national scale, and from data-rich to data-poor regions,
providing a platform for the estimation of nutrient flux to any inland or
coastal water body in the UK, from daily to annual time steps, for any
year for which input data are available, and tailored to a wide range of
scenario testing needs.
References to the research
The number of citations each paper are taken from a WoS search (October
2013). Three papers that can be used to evaluate research quality are
marked with an asterisk. The research on which most of the impact is based
which was undertaken over the interval 1993-2011 and was funded by a
series of competitively-won grants from NERC, the EU, Defra and EA, worth
£4.8m.
Details of the impact
Importance, relevance and pathway to impact
Increasing human population densities, intensive agriculture, water
consumption, fossil fuel combustion and the generation of waste products
from people, farming and industry, have all led to substantial increases
in the amount of nutrients (C, N and P) flushed from land to water. In
intensively-farmed areas such as the UK, N flux has increased 5-10 fold
over the last 80 years. In the USA alone, nutrient enrichment of inland
waters is estimated to result in annual economic losses of $2.7 billion,
due to deterioration of water quality and reductions in the productivity
of both inland and coastal fisheries.9 The impacts of this
enrichment (called eutrophication) are extensive and undesirable,
including excessive production of aquatic plant and algal biomass, loss of
biodiversity, disruption of food webs, the depletion of oxygen (hypoxia)
in the water column with associated fish kills, and the loss of ecosystem
services. The UN now rates coastal nutrient pollution as the one of the
greatest current threats to the global environment, and the United Nations
Environment Programme (UNEP) Manila Declaration (January 2012)
identified nutrient enrichment of the marine environment as one of the top
3 foci for its Global Programme of Action for the Protection of the
Marine Environment from Land-based Activities.
A series of international agreements require countries to reduce fluxes
of nutrients to waters. The International Convention on Long-Range
Transboundary Air Pollution (CLRTAP) is revising Annex IX of the Gothenburg
Protocol to further reduce the ammonia emissions from land-based
activities; Annex I of the International Convention for the Protection
of the Marine Environment of the North-East Atlantic (OSPAR)
requires the prevention and elimination of coastal water pollution from
land-based sources; the EU Water Framework Directive (WFD)
requires nutrient fluxes to be controlled to support good ecological
status in all EU waters, while the EU Urban Wastewaters Treatment
Directive (UWwTD) requires the removal of P from discharges from
major wastewater treatment works across the EU-27. The cost implications
of delivering these improvements in water quality are significant.
Compliance with UWwTD in the UK alone has been estimated to have cost
€350m.10 The EU WFD is the single biggest piece of
environmental legislation to be implemented worldwide: costs will be
considerably greater than for compliance with the UWwTD.
To meet these regulatory obligations, government policymakers and water
managers need information on the scale of the problem, the sources of
nutrients and the likely effectiveness of intervention measures. Routine
water quality monitoring provides some information, but not on the total
nutrient flux, its sources in complex catchments, the pathways that
nutrient fluxes follow from land to water, and how effective different
management strategies might be in reducing the rates, timing and impacts
of this flux. This knowledge, essential for the development of effective
policy and management, can only be provided through the combined use of
robust field observations and numerical simulation models, tailored to
meet stakeholder needs. Delivery of these tools and advice, underpinned by
an holistic understanding of the science, is imperative to ensure that
Defra, EA and the other competent authorities in the UK (and comparable
authorities internationally) are able to meet their statutory
responsibilities in the areas of water, food and energy security, in the
wider context of societal needs, government policy and international
agreements.
The Unit's contribution and impact
The Unit has directly addressed policymaker and management requirements
for robust scientific evidence and management tools. The research has
identified key drivers of nutrient fluxes, and helped characterise the
magnitude and key sources of these fluxes within complex systems, and
clarified both the scale of the management challenge and the sectors which
might be most effectively targeted through specific management
interventions. Defra, the Environment Agency and the statutory
conservation and management agencies have used our research findings to
develop and test measures to control nutrient and sediment pollution,
support reporting on UK discharges of nutrient pollution to the North Sea
(www.ospar.org) and to develop the UK
national nitrogen budget submitted to the Task Force for Reactive Nitrogen
under the UNECE CLRTAP (www.clrtap.org).
Evidence of impact in the period 2008-2013
In testimonial evidence, Defra11 state that the Unit's "modelling
effort has provided part of the evidence base that has helped Defra
develop and deliver policy on managing water pollution" and that it
"addresses questions that are of fundamental importance to our
prospects of meeting Water Framework Directive targets". The
Environment Agency12 states that the work in the Unit has
delivered "significant new understanding and evidence" which has
informed its understanding of the dynamics of nitrogen and phosphorus
species. Our science research and modelling tools have both been directly
used by the EA to support the design and implementation of monitoring and
mitigation programmes under the EA- and Defra- funded Catchment
Sensitive Farming and Demonstration Test Catchments programmes and
the development of river basin management plans in Ireland13.
The modelling tools that we have developed for the end-user community have
been based on robust scientific evidence, and tailored to meet specific
evidence and policy needs, so their use has been considerable and
significant. For example, the export coefficient modelling approach
(originally developed by the Unit as a national-scale tool in the 1998
Environment Agency's Lake Classification and Monitoring programme)
was used by the Environment Agency in the period 2008-2013 to characterise
the baseline nutrient status of UK waters, and the extent to which they
are at risk of failing to achieve Good Ecological Status under the EU WFD.
It was also used to generate the UK N budget submitted to the Task
Force for Reactive Nitrogen, Expert Panel on Nitrogen Budgets of
UNECE (UN Economic Commission for Europe).14 and inform
renegotiation of Annex IX of the Gothenburg Protocol.
An Environment Agency15 report outlines the methods and
evidence used to identify waters which are, or may become, eutrophic. It
uses our research finding16 that nitrogen is a limiting factor
controlling the degree of eutrophication in standing waters that needs to
be assessed for all waters, and uses our work to identify appropriate
criteria to determine thresholds above which ecologically significant
elevated nitrogen loading occurs17. This evidence has also been
used in the work of the Task Force for Reactive N (further information in
http://www.clrtap-tfrn.org/webfm_send/284). A 2012 report by Natural
England18 on Ecosystem Services Indicators recommends that ``subject
to the availability of central funds, the contribution of habitat extent
to water quality should be established through application of a series
of nutrient export coefficients derived from the literature", citing
our most recent publication on this approach.8 Five reports13,19,20,21,22
used the findings of a Commissioned Advice Note3 we prepared
for Defra to inform the development of integrated catchment management
strategies to reduce nutrient loading on waters in throughout the UK and
thereby comply with the EU WFD.
Results from the application of INCA with climate change scenarios,
undertaken under a series of EU-funded projects, have fed directly into
catchment-scale assessments by our research collaborators in Norway and
Finland on behalf of their national environmental management agencies.
INCA was also used by the Environment Agency in the development of the River
Basin Management Plan for the Thames River Basin District.23
This provided evidence that nutrients released from agriculture or from
sewage treatment works in the future could be less diluted, under a
changing climate, with the reduced flows and higher concentrations of
nutrients promoting algal growth and the dieback of important aquatic
plant species; the management plan therefore anticipates a deterioration
of water quality in the future.
Background Information
9. Editorial: "A World Awash with Nitrogen", Science,
16 Dec. 2011, 334(6062), 1504-1505.
10. EU Commission DG Environment (2010) Compliance Costs
of the Urban Wastewater Treatment Directive (COWI Document no.
70610-D-DFR, Version 7, issued 25.02.2011)
Sources to corroborate the impact
11. Testimonial letter, Science Programme Manager, Sustainable
Land and Soils, Defra. (*)
12. Testimonial letter, Evidence Manager, Risk &
Forecasting, Evidence Directorate, EA (*)
13. Teagasc (2009): Draft WFD River Basin District
Management Plans
http://www.teagasc.ie/publications/2010/988/RBDMPs_final.pdf
(search for "Johnes")
14. http://www.clrtap-tfrn.org/epnb-3
The link to "UK National N budget" is restricted but details obtainable
from Unit or from page 365 of Leip et al. (2011)
http://centaur.reading.ac.uk/28386/
15. Environment Agency (2012): Method Statement for
Nitrate Vulnerable Zone review
http://bit.ly/1fd0Vnk (In section
1.3.2 — Category 1-Nutrients & section 2.4, paragraph 1)
16. P. Durand et al. (2011) Nitrogen processes in aquatic
ecosystems. In: European Nitrogen Assessment, eds M. Sutton et al.,
Cambridge University Press. pp. 126-146.
http://bit.ly/183PysU
17. Grizzetti et al. (2011) Ch. 17 European Nitrogen
Assessment:http://centaur.reading.ac.uk/20869/
18. Natural England (2012): Ecosystem services indicators
methodology: Water Quality Theme
http://bit.ly/1dFPdBn (see "Methods
for calculating indicator values")
19. UK National Ecosystem Assessment (2011) Ch. 20 http://bit.ly/1hFBE7m (search for
"Johnes")
20. Natural England (2009): Environmental Impacts of Land
Management. (In particular, Annex 2, use of cited reference 44). http://publications.naturalengland.org.uk/publication/30026
21. Scottish Government (2009): Initial evaluation of
effectiveness of measures to mitigate diffuse rural pollution. http://www.scotland.gov.uk/Publications/2009/01/08094303/0(pages
8,V-24,I-12)
22. Land Use Policy Group (2008): A review of
environmental benefits supplied by agri-environment schemes. http://www.snh.gov.uk/docs/A931063.pdf
(page 114)
23. Environment Agency (2009): River Basin Management
Plan, Thames River Basin District: Annex H Adapting to climate
change (search for "Whitehead")
http://www.environment-agency.gov.uk/research/planning/125035.aspx
(*) Available upon request