1
The place and role of public research
in adapting to climate change
_______________ PRESENTATION_____________________
Research plays a key role in adapting to climate change, whether by
generating knowledge, mobilising expertise to support decision-making or
developing solutions.
The accumulation of knowledge about the climate since the 1960s
has enabled the scientific community to alert decision-makers to climate
risks at an early stage. In 1988, the United Nations founded the
Intergovernmental Panel on Climate Change (IPCC), which collates
scientific findings to inform action. France’s highly structured climate
science community has actively contributed to the climate projections on
which the IPCC’s analyses are based.
The IPCC organises its work into three working groups that reflect
the structure of French research and are devoted respectively to climate
science (group 1), impacts, vulnerabilities and adaptation to climate
change (group 2) and mitigation of this change (group 3). Using a variety
of methods (see box), the Court has been able to draw on the work carried
out by these three groups in order to trace the place, resources and roles
of French public research in adapting to climate change.
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
2
The place and role of research in adapting to climate change are
part of a continuum (see diagram 1). Research on adaptation targets issues
directly linked to adaptation to climate change. Research for adaptation
includes this research on adaptation as well as all the climate
infrastructures, data and knowledge that form the essential basis for all
adaptation work and informing action. Research on mitigation was also
discussed, in particular to identify research at the intersection between
adaptation and mitigation, which is crucial for limiting maladaptation.
With regard to research for adaptation, France plays a leading role
on the international stage. However, disparities exist between sectors and
territories. Even if they can be brought together within the framework of
specific projects, French laboratories appear to be highly specialised, with
little integration of sustainability issues, which could increase the risk of
maladaptation caused by a fragmented vision of the obstacles and
solutions (I).
French adaptation research has significant resources at its
disposal, both in human and financial terms and in terms of infrastructure.
However, these resources, which are crucial to preparing for the future,
are under considerable strain (II).
Providing a wealth of diverse scientific expertise to inform decision-
making, French public research is also innovating by proposing numerous
solutions. Among these solutions, climate services are an essential basis
for enabling stakeholders to plan ahead. However, the impact of the results
of research could be enhanced by greater visibility and stronger
governance (III).
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
3
Methods used to compile an overview of research into
climate change adaptation
In the absence of a specific IT system, and with the help of French
research organisations, in particular the French National Research Agency
(ANR), the Court has developed methods for analysing the performance and
resources of research for adaptation.
It based its analysis on over 40,000 citations of scientific
publications mentioned in the three working groups reports of the 6th
assessment report (AR 6) of the IPCC. These citations were harmonised and
cross-referenced with open French research datasets
1
. Semantic analyses
were also carried out, which, although less reliable than tracking IPCC
citations, make it possible to reconstruct long series, in particular to trace
funding over time.
To enable these methods to be used for other sustainability issues, in
particular
biodiversity
and
ecosystem
services,
monitored
by
the
Intergovernmental Science-Policy Platform on Biodiversity and Ecosystem
Services (IPBES), the tools used are presented on the Court’s website in the
form of a methodological guide, open data and source code elements (see the
international appendix below providing to the international audience a short
description of the Court, an overview of the methodological guide and links
to open resources with associated licences and disclaimers).
In addition to these quantitative methods, the Court gathered
information from the major State funders and operators involved in research
for adaptation. Interviews were also conducted with around 70 people,
including in other EU Member States.
1
In addition to the IPCC citations, the open data used includes the Hal bibliographic
tool of the CNRS and the national directory of research bodies of the Ministry of
Research. In order to be able to assess the scope of the analyses carried out on the basis
of this open data, the Court used the InCites tool (for a fee). Hal’s excellent coverage
of the scope studied was verified for IPCC citations through collaboration with the
ANR, which has access to raw “Web of Science” data.
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
4
Diagram n° 1 : the place and role of research in adaptation
Source: Court of Accounts
Climate sciences (in blue) is actively working on generic solutions for adaptation, such as
observing the earth and making data available, mobilising the necessary expertise to facilitate
the appropriation of climate projections or designing climate services with the relevant
sectors. Research into impacts, vulnerability and adaptation (in green) covers a huge range
of disciplines, including environmental science, climate science and the humanities and social
sciences. As well as providing a wealth of new knowledge and expertise, this research is
contributing to a wide range of targeted solutions for adaptation. As for mitigation (in yellow),
it contributes to adaptation in the sense that it reduces the risk of maladaptation when
approaches integrating adaptation and mitigation are developed in a comprehensive way.
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
5
I -
France is a world leader in climate science,
with a more modest position in adaptation and
mitigation
French research stands out in the climate sciences and, to a lesser
extent, in the fields of adaptation and mitigation (A). There are disparities
between sectors and territories (B). Research potential is hampered by
compartmentalisation (C).
A -
The place of French work on the international stage
With a heritage dating back to the early 19
th
century, France plays a
pivotal role in climate science. It has two major models of the Earth that
can be used to simulate climate change and are the leading authorities in
this field: the model developed by the
Institut Pierre-Simon Laplace
(IPSL)
in Île-de-
France and the model developed by Météo France’s
Centre
national de recherches météorologiques
(CNRM), in conjunction with
Cerfacs in Toulouse.
The Court’s analyses of the IPCC’s work show that France is a
leading player in the field of climate science. It is ranked between 4th and
5th in the world, depending on the source, while it is 6th in general
scientific terms. Its share of global publications cited by the IPCC is
between 9.4 % and 14 %, which is higher than for all disciplines combined
(4.5 %). Its weighting in the field of impacts, vulnerability and adaptation
(between 5.5 % and 8.4 %) is also above average, although it is four places
lower over the period 2011-2021 compared with 1999-2010. French
research on mitigation, on the other hand, is less developed, accounting for
between 2.9 % and 6 % of IPCC citations, putting it between 10th and 11th
place.
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
6
B -
National research marked by major sectoral
and regional disparities
1 -
Concentration of scientific capacity within a small number of territories
The climate sciences are concentrated in the Île-de-France region and
around Toulouse and Grenoble. The sciences covered by the second group of
the IPCC, including research on adaptation, are concentrated in the Île-de-
France region, Toulouse and Montpellier. There are also secondary centres,
notably in the Nouvelle-Aquitaine region. Overall, research for adaptation is
fairly evenly spread (see chart 1, on the left).
Map n° 1 : metropolitan distribution of scientific capacity dedicated
to the challenges of adaptation.
Source: Court of Accounts analyses based on citations from the IPCC (6th cycle) cross-
referenced with Hal
2 -
Uneven impact of research, with shortcomings in health
and urban environments
French climate science has a major impact regardless of the topic
addressed. On the other hand, research into impacts, vulnerability and
adaptation has a variable impact depending on the sector and territory (see
graphics 1 and 2 below).
French research ranks at the highest international level in the fields
of biodiversity and ecosystem services, Mediterranean areas and coastal
and island areas. France is also well positioned in agricultural, forestry and
water-related issues. However, it is not sufficiently well positioned in the areas
of health, urban planning, cities and development.
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
7
Graph n° 1 : impact of French work on adaptation by sector
(% of citations worldwide)
Source: Court of Accounts analyses based on citations from the IPCC (AR 6) cross-referenced
with Hal
Graph n° 2 : impact of French work on adaptation by territory
(% of citations worldwide)
Source: Court of Accounts analyses based on citations from the IPCC (AR 6) cross-referenced
with Hal
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
8
Despite the major risks they face, overseas territories are poorly
represented, with the exception of a few sectors and types of territory.
Under the impetus of a dynamic metropolitan research structure
2
, research
on overseas territories is well developed for island territories. However, its
weak presence
in
the French overseas territories risks slowing down the
appropriation of knowledge and adaptation solutions. A targeted analysis
of university sites in the French overseas territories shows that the research
capacity dedicated to adaptation is better represented in Réunion and
French Guiana than in the other overseas territories.
Regionalised climate projections for the French overseas territories
need to be implemented rapidly in order to boost French scientific
production on these territories and provide a better response to the
adaptation challenges they face.
C -
Potential hampered by compartmentalisation
1 -
A large number of laboratories involved, often in different ways
The IPCC citations show that of the 3,451 French research laboratories,
at least 7 % have contributed to research for adaptation and at least 3 % more
directly to adaptation issues.
These figures reflect the strong involvement of the French
community. However, the level of involvement in adaptation remains
variable, with a handful of laboratories accounting for most of the IPCC
citations relating to France. This phenomenon prevails in the climate
sciences group. The most representative example is provided by the
Laboratoire des sciences du climat et de l’environnement
(LSCE)
3
, which
alone accounts for nearly 26 % of all citations for all sectors combined, and
45 % for the first group. The capacity of the second group is spread across
a larger number of laboratories. The third group, which is smaller for
France compared with the other two groups, is characterised by an
intermediate level of concentration, with a few laboratories in the Paris
region having a strong international profile.
2
The “Littoral Environment et Sociétés” (LIENS) laboratory, under the joint
supervision of the CNRS and La Rochelle University, which carried out a study funded
by the ANR and whose work, widely cited by the IPCC, is devoted to small islands
affected by climate change, with a global approach to the risks of erosion, submersion
and degradation of coral reefs.
3
LSCE, which is part of IPSL, is jointly supervised by CEA, CNRS and the University
of Versailles-Saint-Quentin-en-Yvelines.
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
9
2 -
Humanities and social sciences under-represented
The French research cited by the IPCC is structured along
contrasting disciplinary lines. Group 1 is dominated by the climate sciences
and Group 2 by the environmental sciences, with a significant weighting
of climate sciences, life sciences and, to a lesser extent, the humanities and
social sciences. The latter are predominant only in group 3 on mitigation.
They are very poorly represented in research for adaptation, which is likely
to weaken transition trajectories.
3 -
Insufficient intersection between adaptation and mitigation,
with risks of maladaptation
Scientific ecosystems remain compartmentalised (see graphic 3).
Only the link between climate science (group 1) and risk, vulnerability and
adaptation (group 2) is more developed in France. Mitigation sciences
(group 3) appear to be disconnected from the other two groups, particularly
the adaptation group. This weakness, which is not specific to France,
increases the risk of maladaptation. There are, however, exceptions which
can be detected using the method employed by the Court (see III). The
limited scientific capacity dedicated to intersecting domains are
concentrated in the Île-de-France region (see chart 1 above, on the right).
Graph n° 3 : research for adaptation split into silos
Source: Court of Accounts analysis of cross-references between IPCC groups
Reading key: group 1 covers climate sciences, group 2 impacts, vulnerabilities and adaptation,
and group 3 mitigation. For example, “Groups 1 and 2” shows the proportion of work cited jointly
by groups 1 and 2. While the approach used here does not reflect all interdisciplinary work, it
does make it possible to estimate the proportion of work covering both adaptation and mitigation
issues.
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
10
4 -
Operators focused on climate sciences
Although some foreign players are exceptions, such as Wageningen
University in the Netherlands and the Potsdam Institute for Climate Impact
Research in Germany, the Court’s analyses show that the international
partners of French research are on the whole divided between climate
science, adaptation and mitigation. France is no exception to this
compartmentalisation, with a marked specialisation of its research
operators in climate sciences. France’s top twenty research on adaptation
operators all specialise in climate science, with the exception of the French
National Institute for Research in Agriculture, Food and the Environment
(INRAE), the University of Montpellier and the French Research Institute
for Exploitation of the Sea (IFREMER), which specialise in impacts,
vulnerability and adaptation, and the Centre for International Cooperation
in Agricultural Research for Development (CIRAD), the only operator
specialising in mitigation.
Although they may come together within the framework of projects,
French operators and laboratories appear to be specialised by discipline or
sector.
II -
Resources to be strengthened in the long term
France’s performance in research for adaptation and, to a lesser
extent, research on adaptation, can be explained by the resources deployed
(see summary table below). Significant financial resources have been
allocated (A), but this effort is in danger of being undermined by the
pressure on scientific talent pools (B) and the lack of sustainability of
research infrastructures (C).
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
11
Table n° 1 : r
esources for research for adaptation (in €m).
Type of resources
Estimated amounts
in €
M per year
Research projects (1/3 European Union, 1/3 National
Research Agency (ANR) and 1/3 future investments)
81
Human resources (excluding research bodies)
129
Research infrastructures (operating)
149
Total research for adaptation (low estimate)
359
Total public research expenditure across all sectors
(source: MESR, for 2020)
18,100
Share of research for adaptation (%)
At least 2 %
Source: Court of Accounts summary and estimates
The amounts for multi-annual projects have been standardised by the number of years concerned
in order to obtain an annual average. Data relating to the staff of research organisations cannot
be produced due to shortcomings in the IT systems.
A -
Significant financial resources deployed
Globally, the European Union (EU) is the second largest funder of
the work cited by the IPCC
4
. The French National Research Agency (ANR)
ranks 17th or 18th
5
. In France, the EU and the ANR are the top two funding
bodies. The ANR funds the production of new knowledge, in line with the
second national plan for adaptation to climate change (PNACC). Future
investments, which support research geared towards more practical
applications, also play an important role.
1 -
Success in European calls for projects
Over the entire period 2015-2022, for France, Germany, Spain, Italy
and the Netherlands, research for adaptation accounts for 4 % of projects
funded by the EU
6
. For research on adaptation, the ratio is 2 %
7
of the total
EU budget for research and development. The trend is towards increased
funding (see graphic 4 below). For all the countries analysed, the selection
4
Behind the American National Science Foundation.
5
The ANR is ranked 17th according to InCites and 18th according to data from the
Web of Science database provided by the ANR, restated to remove duplicates.
6
723 adaptation projects out of a total of 19,178 successful projects, corresponding to
€619.63 million in EU subsidies out of a total of €16,825.53 million. The average European
grant in the field of research for adaptation is therefore €857,000 per successful project.
7
384 projects totalling €328.38 million funded by the EU.
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
12
rates for these subjects are higher than average, which indicates that they
receive priority support from the Commission. According to a study by the
European Court of Auditors, although the Commission has adopted
ambitious climate funding objectives, the target is still a long way off
8
.
Graph n° 4 : e
uropean funding for research on adaptation (in €
M)
Source: Court analysis based on European data sets from the MESR
With regard to successful European research for adaptation projects,
France (€161.05 million) is tied for first place with Germany (€161.06
million), ahead of Spain (€121.69 million), the Netherlands (€113.72 million)
and Italy (€55.68 millio
n). In terms of research on adaptation, France is in first
place among the five countries studied (€80.52
m, compared with €77.24m
for Spain, €74.54m for Germany, €54.26m for the Netherlands and €36.49m
for Italy). In terms of selection rates, France came first for projects in
adaptation and second for projects for adaptation, behind the Netherlands.
2 -
Declining national funding for research on adaptation
At national level, research into adaptation projects is supported by
the ANR. Over the period 2012-2022, funding allocated to research for
adaptation increased. The implementation of the law of 24 December 2020
on research planning for the period from 2021 to 2030, which increased the
ANR’s budget from 2021 onwards, has had a significant impact on research
for adaptation as well as on all the research it supports. For 2023, the
ANR’s operating credits will be 7.4
% higher than in 2022, which could
enable research for adaptation to be better funded.
8
European Court of Auditors, Special Report 09/2022:
Climate spending in the 2014
2020 EU budget- Not as high as reported
publications/SR22_09.
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
13
According to analysis of an ANR database, the consistency of which
was verified by the Court, research for adaptation and research on adaptation
account for 3.9 % and 1.4
% of the agency’s budget respectively. The second
PNACC (2018 - 2022) has had no additional effect compared with the first
PNACC (2011 - 2015). The increase in ANR funding is +9.6 % for research
for adaptation, compared with +18.1 % for all fields. Specific funding for
adaptation even decreased between the two national plans. Research into
climate risks has remained stable overall. Only climate-related research has
increased at a more sustained rate.
ANR funding is allocated in proportion to the number of projects
submitted to evaluation committees. Insofar as there is no specific
evaluation committee for adaptation, funding in this area appears to be
limited.
The Agency’s support for research for adaptation was
proportionately higher between 2010 and 2012. At that time, the
“
management and impacts of climate change
” (GICC) programme was still
active and provided targeted support to supplement the projects funded by
the ANR, which may have played a structuring role.
Research on adaptation needs specific incentives to strengthen the
scientific communities involved and the links between them.
3 -
Exceptional funding as part of future investments (France 2030)
In addition to its own calls for projects, the ANR also manages the
research funding earmarked for the future investment programmes (PIA),
now known as France 2030. These programmes fund more application-
oriented research. Most of the PIA funding relating to adaptation were
concentrated on the period of the first PNACC, totalling €270 million,
compared with €126 million for the second PNACC.
Of the AIP instruments, only the “Make our planet great again”
(Mopga) action is described in detail in the second PNACC. Of the total
€30 million of planned subsidies, it is estimated that between €13.2 million
and €24.6 million will be devoted to adaptation research. Some recently
launched Mopga projects have already led to publications cited by the
IPCC. This interim assessment should be updated.
New instruments, known as priority research programmes and
equipment (PEPR, see inset), should increase the funds devoted to research
for adaptation, targeting the strengths rather than the weaknesses of the
French research system. This approach, if not counterbalanced by more
integrated approaches, could increase the risk of maladaptation.
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
14
PEPRs: new financial perspectives for adaptation,
a reproduction of sectoral silos
As part of France 2030, the Priority Research Programmes and
Equipment (PEPR) fund research in line with political priorities. According to
the participants interviewed, no fewer than 11 PEPRs, representing a total of
€483.2 million, or 16.1
% of the total budget allocated to all PEPRs (€3 billion),
fall within the scope of research for adaptation.
Of these 11 PEPRs, eight are co-lead by the CNRS and seven by the
INRAE, the two major operators specialising in climate science and
adaptation respectively. These players jointly manage four PEPRs. Only
one is co-led by the three main operators specialising in climate science,
adaptation and mitigation (CNRS, INRAE and CIRAD). By way of
illustration, the Traccs
9
and AVS
10
PEPRs fall within the direct scope of
research for adaptation and will help to develop technological solutions for
adaptation (optimised plant and climate services respectively).
None of the PEPRs target adaptation issues in a cross-sectoral and
global manner.
B -
Scientific talent pools under pressure
The funding allocated to project-based research, which accounts for a
large proportion of resources, is not the whole story. To this should be added
the regular funding provided by the ministry of higher education and research
and operators for infrastructures, as well as permanent staff. The latter are
essential for carrying out project-based research, mobilising infrastructures to
produce new knowledge and solutions and, ultimately, offering high-quality
expertise to stakeholders. Permanent research staff are also essential for
nurturing the young talent of tomorrow
11
.
9
Traccs
PEPR (€51 million over eight years, co
-led by the CNRS and Météo France),
for which “the challenge is to transform climate modelling methods by improving our
understanding of impacts and risks, in order to develop climate services and meet
societal
expectations
in
terms
of
adaptation
and
resilience
”.
See:
10
PEPR
Sélection variétale avancée (SVA) face aux changements climatiques
(Advanced varietal selection (AVS) in the face of climate change
) (€30 million over
eight years, co-led by INRAE, CIRAD, IRD, CNRS and agricultural engineering
schools), which aims to adapt agriculture to climate change by using varietal selection
techniques.
See:
alimentaire-3-programmes-equipements-prioritaires-recherche
11
Research-led training for PhD students who will go on to work in research or other
sectors.
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
15
1 -
Falling numbers of permanent staff
Analysis of a large proportion of the scientific talent pools in the area
of research for adaptation at university sites shows that staff numbers are
stagnating both in climate sciences (down 2 % between 2010 and 2021) and
in research into impacts, vulnerability and adaptation (down 1 % over the
same period). A worrying trend can be seen in the recruitment of young
teacher-researchers (lecturers, down by 6 % and 4 % for the two areas), for
whom the recruitment rate is lower than for established teacher-researchers
(university professors, up by 7 % and 5 % respectively).
2 -
After a growth phase, the training of young talent in research
for adaptation has stagnated
The number of theses in the field of research for adaptation in
general and research on adaptation in particular rose sharply in the early
2000s (231% and 364 % respectively between 2000 and 2010). Growth in
these fields far outstripped the average growth rate for theses across all
disciplines (+15 % over the same period). However, this strong growth has
come to a halt since 2017-2018.
In view of the growing need for expertise in the field of adaptation,
the scientific talent pools are undersized, with weaknesses identified in
both the short term (permanent researchers) and the long term (young talent
trained through research).
C -
Vital infrastructures with uncertain long-term
financing
Research for adaptation requires the mobilisation of major research
infrastructures to provide the basic data needed for scientific work, whether
in the form of observation data on the Earth system in all its components,
data simulated using computational resources (see box) or experimental
data to assess the impacts of climate change.
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
16
Supercomputers, key tools for climate simulations
The Climeri-France infrastructure enables the production of
benchmark climate simulations on different geographical scales. It
integrates models from the
Institut Pierre Simon Laplace
(IPSL) and
Météo France, making it easier to exploit climate change simulations.
Climeri-France groups together the computing resources needed to
carry out the simulations, drawing in particular on the large-scale national
intensive computing facility (Genci) and Météo France, as well as data
storage and human resources. The total cost of this infrastructure is
estimated at €12 million per year, including around €6 million in computing
and storage costs at Genci. The associated publications are unusual in that
they involve a very large number of authors and funders. They are widely
cited and form the scientific basis of the IPCC.
Météo
France’s supercomputers are also used to forecast climate
change on a French scale, using methods that regionalise the latest global
predictions
12
. These new projections are used to update Drias Climat
13
, the
reference French portal for data on climate change.
Some research infrastructures are funded by programme 172,
Multidisciplinary
Scientific
and
Technological
Research,
of
the
Interministerial Mission for Research and Higher Education (Mires).
Most are
financed from the research organisations’ own funds, which could lead to
problems of sustainability.
The operating cost of research for adaptation infrastructures is
estimated at least
€137 million per
14
, not including the cost of Climeri
France (estimated at €12 million a year).
Many key infrastructures are facing issues related to their age, with
no funding identified for their modernisation.
12
Ribes and co-
authors, “An updated assessment of past and future warming over
France based on a regional observational constraint”, Earth System Dynamics, 2022.
13
Drias
stands for “Donner accès aux scénarios climatiques Régionalisés français pour
l’Impact et l’Adaptation de nos Sociétés et environnement” (Provide access to
regionalised French climate scenarios for the impact and adaptation of our societies and
environment).
14
A low estimate, since many costs, particularly in terms of human resources associated
with infrastructure operation, were not systematically specified by the players
interviewed by the Court.
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
17
III -
Scientific support for society suffering from
a lack of national coordination
Scientists provide key expertise to inform decision-making.
However, there remain gaps resulting from local initiatives that are
developing in a fragmented way. Coordination between government
departments and operators and local authorities needs to be strengthened.
Research promotes innovation and offers a wide range of adaptation
solutions and services. Despite the progress made, the dissemination of
services and other solutions could be improved. To mitigate the effect of
siloed management, a reorganisation of the governance of research
activities is needed. The implementation of the next national plan for
adaptation to climate change (PNACC) should provide an opportunity to
establish greater coordination between the various players.
A -
The vital but inconsistent role of scientific expertise
in decision-making support.
The resources deployed in support of research for adaptation have
made it possible to build up a structured scientific talent pools, which is
essential for informing adaptation policies and investment decisions at all
geographical scales.
1 -
The presence of French experts within the IPCC is a major
asset in decision-making support
Scientific expertise in research for adaptation is present at all
levels, first and foremost through the IPCC, whose work informs the
climate policies pursued by virtually all public players. France is formally
represented on the IPCC by the Directorate General for Energy and
Climate (DGEC), which reports to both the minister for environmental
transition and territorial cohesion and the minister for the economy,
finance and industrial and digital sovereignty.
Due to their influence, the French experts at the IPCC play an
important role in decision-making at all levels (international, national,
regional). The hierarchy observed in the standing of French experts within
the IPCC is consistent with the analyses of the scientific work cited by this
body, which underlines the importance for States of strengthening their
research capacity in order to be in a position to have an impact in terms of
expertise at international level. Increasing the French presence, with experts
specialising jointly in adaptation and mitigation (IPCC groups 2 and 3),
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
18
should be a long-term priority for the 7th IPCC assessment report, which
began in 2023.
2 -
Regional groups of climate experts: local mechanisms
that require better coordination with the national level
Over the last ten years or so, in response to the climate emergency,
various joint science-society initiatives have been set up to inform
decision-making as closely as possible to local issues. These bodies, which
offer expertise tailored to local issues, are now known as regional expert
groups on climate (GREC).
The scientific expertise provided by GRECs complements that of
national operators such as Météo France, Ademe and the Cerema (French
Centre for Studies and Expertise on Risks, the Environment, Mobility and
Land Use). These organisations offer adaptation solutions to local
authorities, although their approach is more focused on tools and structured
service offerings. These players themselves also call on scientific expertise
to ensure the quality of their services.
There are ten GRECs in total. Their distribution throughout the
country is uneven. There are no such groups in five regions of mainland
France or in the overseas territories, with the exception of Guadeloupe. These
groups have different statuses and are not recognised in the same way
15
.
Some have the unique feature of being attached to research bodies, which
provides a framework for legitimising their expertise.
All in all, whatever their level of maturity, the GRECs do not have
an institutional structure comparable to the IPCC and are not always based
on the latest scientific findings. The IPCC has published an opinion stating
that two GRECs claiming to be “regional IPCCs”
16
had in no way been
endorsed by the international body.
The status of these groups should be harmonised at national level, if
necessary under the guidance of the regions. A label could be created,
subject to compliance with specifications to ensure the quality of their
expertise. In line with its missions, which it carries out both at national
level and with local authorities, the High Council for the Climate (HCC),
which brings together many scientists involved in research for adaptation,
would have the task of defining the specifications for this label and
assessing the structures likely to benefit from it.
The ministry of ecological transition could provide the secretariat for
the labelling process and lead the GREC network to promote the coherence of
15
Influence was measured in terms of the number of citations of GREC websites.
16
The “GIEC des Pays de la Loire” and the “GIEC
-
normand”.
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
19
French expertise. Synergies could be sought, for example to carry out
coordinated expert assessments for areas facing similar climate risks. The HCC
could also call on the GREC network to strengthen the territorial dimension of
its opinions, from a comparative perspective.
Overall, better governance of territorial expertise would encourage
synergies at a time of growing pressure on the relevant talent pools.
Coordination between the State and local authorities regarding the use of
expertise would make it possible to avoid duplication of studies on subjects
of common interest (urban, coastal, mountainous areas, etc.).
B -
Examples of how French research is contributing to
a range of adaptation solutions
1 -
Complementary solutions
French research, depending on the specialisation of its laboratories,
innovates and proposes numerous solutions for adaptation. In order to meet
a specific need expressed by a particular player, sector or territory, an
integration process is required to propose a coherent set of solutions. This
integration process takes the form of collective expertise, consultancy or
service provision, and can also be provided through research projects.
a)
Technological solutions
Among the technological solutions, reference climate data portals and
climate services, which are more structured and offer operational adaptation
responses, form a digital foundation that is often indispensable for all other
research and solutions. Numerous other technological solutions are being
developed to adapt specific sectors, for example to maintain crop yields
17
,
improve building habitability by using more appropriate materials, or protect
people’s health by discovering molecules that reduce the risks of infectious
diseases aggravated by the climate, as in the case of malaria. The development
of these solutions has resulted in the filing of patents and the creation of
innovative research-based companies.
The patents are easy to trace, as their classification includes a category
relating specifically to adaptation. A study by the French High Council for
17
For instance, numerous genetic selection techniques can be used to select plants that
are resistant to heat stress (see, for example, the PEPR “
Sélection variétale avancée
(SVA
) face aux changements climatiques” (
Advanced varietal selection (AVS) in the
face of climate change) already mentioned in section II.C).
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
20
the Evaluation of Research and Higher Education
18
, based on similar
monitoring, concluded that France filed 6.2 % of patent applications relating
to climate change, placing it sixth globally. The latest data from the European
Patent Office shows that France files 4.8 % of applications related to climate
change, with a lower level for adaptation (4.2 %) than for mitigation (4.9 %).
The number of patents jointly targeting adaptation and mitigation objectives
is low, but France manages to do better than the overall average (5.4 %
compared with 4.8 %).
Several innovative companies with a strong research and development
component were identified. A semantic analysis was first applied to the open
data made available by Ademe. In total, 17 funded projects were identified, out
of a total of 1,174, or 1.4
% of projects. Ademe’s response made it
possible to
confirm this order of magnitude and to identify the projects covered by the
scope of the survey.
By way of example, the start-up Mycophyto, a spin off from by
INRAE and the Université Côté d’Azur
19
, is carrying out the MycoAgri
project, funded by Ademe. The aim of the project is to develop and market
mycorrhization solutions, i.e. symbioses between plants and microscopic
fungi, for vines and roses. The aim is to increase the root surface area of
plants, so that they are more resistant to drought and need fewer inputs
(fertilisers, water).
b)
Nature-based solutions
Nature-based solutions (NBS) are a set of methods for managing
ecosystems with the aim of improving or at least preserving the services they
provide to mankind and the environment, particularly in terms of adapting to
climate change. Examples of concrete achievements in this field are provided
by the “Pathways of Transformation in the Alps” (PORTAL) project
20
, led
by a CNRS researcher attached to the Grenoble alpine ecology laboratory
21
.
PORTAL has led to the creation of a platform of nature-based
solutions initiatives in the Alps
22
. This model could inspire new ways of
adapting to climate risks in mountain areas. The PEPR “
Biodiversité et
18
_scientifique_et_technologique_de_la_france_dans_la_recherche_sur_l_environnement/.
19
See http://mycophyto.fr/.
20
https://anr.fr/ProjetIA-19-MPGA-0009. This project was funded by the MOPGA
programme referred to in section II.
21
Laboratory under the supervision of Grenoble Alpes University, Savoie Mont Blanc
University and the CNRS.
22
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
21
solutions fondées sur la nature : innover avec la nature pour créer des
impacts positifs pour la biodiversité, la société et l’économie”
(Biodiversity
and nature-based solutions: innovating with nature to create positive impacts
for biodiversity, society and the economy) (Solubiod), supported by CNRS
and INRAE, proposes new scientific approaches to NBS.
c)
Social innovations
Social innovations include a wide range of work, such as scenario-
building with stakeholders in a given area on adaptation trajectories using,
for example, nature-based solutions (see box) or comparative methods of
governance for adaptation policies
23
. They also relate to the way in which
research is conducted in the area of adaptation, for example through the
‘action research’ approach
24
.
Such research encourages exchanges between stakeholders whose
interests may diverge, in order to identify the most consensual solutions for
adaptation, which are then likely to be adopted and deployed on a large
scale. Social innovations are driven by the humanities and social sciences,
whose involvement remains
limited within the scope of the IPCC’s 2nd
group, which covers adaptation (I).
An example of a participatory research project to
strengthen adaptation in the Alps by mobilising social innovations
Socio-ecosystems include social elements as well as closely
associated biophysical elements. Through the quality of life they provide
for populations, socio-ecosystems contribute to adaptation to climate
change
25
. In the coming years, strengthening adaptation through nature-
based solutions will require major changes in the practices that underpin the
many interactions between humans and their environment
26
.
23
Bauer and co-authors,
The governance of climate change adaptation in 10 OECD
countries : challenges and approaches
, J. of Environmental Policy & Planning, 2012.
24
Compos and co-authors,
Climate adaptation, transitions, and socially innovative
action-research approaches
, Ecology and Society, 2016.
25
See: Enora Bruley and co-authors,
Actions and leverage points for ecosystem-based
adaptation pathways in the Alps
, Environmental Science and Policy, 2021
(https://doi.org/10.1016/j.envsci.2021.07.023).
26
Summary of the
Mountain paths
participatory research project, a study of ecosystem-
based adaptation in the Alps (Alpine Ecology Laboratory).
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
22
Against this backdrop, developing ways of adapting alongside the
stakeholders in the territories concerned is a strategic priority. This process
relies on social innovations such as the formalisation of adaptation scenarios
and the use of serious games. As part of the “Mountain paths” project,
stakeholders in the Pays de la Meije, located in the Alps on the edge of the
Écrins massif, were invited to design a desired vision for their territory in
2040 and to reflect on the strategies and modes of action to achieve it. The
project, coordinated by a CNRS researcher, was financed by the ANR and
PIA funds.
2 -
Deployment of climate services to be stepped up
The climate projections developed by the climate sciences form the
essential basis for planning and investment strategies. In order to meet
operational needs, this complex data must be combined with studies applied
to specific sectors and territor
ies, with the use of “à la carte”
27
scientific
expertise or with targeted climate services (see box below).
An example of French research to reduce the risk
of maladaptation caused by large-scale air conditioning
A typical case of maladaptation would be the large-scale deployment
of air conditioning to reduce the impact of heat waves. This solution would
have two harmful consequences: on the one hand, it would increase CO
2
emissions, which would exacerbate the impact of climate change; on the
other hand, it would increase the temperature outside buildings, which
would be dangerous for vulnerable people exposed to it. With a view to
reducing this risk of maladaptation for the Paris region, this issue was
analysed by a French study cited in the IPCC reports for both adaptation and
mitigation issues
28
.
27
See, for example, the Court’s report on adapting nuclear reactors to climate change,
which notes that EDF uses projections from France’s t
wo major climate models and
regularly calls on scientific expertise to guide its strategic planning.
28
See the study by Vincent Viguié and co-authors,
Early adaptation to heat waves and
future reduction of air-conditioning energy use in Paris
,
Environmental research
letters
, 2020 (https://doi.org/10.1088/1748-9326/ab6a24). This study is cited jointly in
the reports of IPCC groups 2 and 3, which deal respectively with adaptation and
mitigation (see I).
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
23
In this study, the authors simulated a scenario of air conditioning
used in the city in combination with three adaptation actions: the creation of
parks; the insulation of buildings and the use of reflective materials; and the
implementation of effective recommendations for moderate use of air
conditioning.
According to the simulations, this approach would enable effective
adaptation (see the chart below showing the predicted reductions in
temperatures during heatwaves) while reducing greenhouse gas emissions
by around 60 % compared with a situation of poor adaptation that would
simply use air conditioning on a large scale without implementing other
adaptation solutions.
Cart n° 2 : reductions in predicted temperatures during heat
waves
Source: study by Vincent Viguié and co-authors,
“Early adaptation to heat waves and
future reduction of air-
conditioning energy use in Paris”
, Environmental research letters, 2020
Climate services are expanding rapidly, making it possible to
provide information in a digital format suitable for decision-making
support
29
. Three types of climate services can be distinguished:
-
harmonised data portals, mainly operated by climate science bodies;
-
diagnostic and decision-making tools for specific sectors, territories
and issues, often developed at the intersection between climate
29
See, for example, the article on climate services proposed by Vautard et al. in view
of
the
Onerc
in
March
2022
prospective-au-service-de-ladaptation-au-changement-climatique).
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
24
sciences and the many scientific disciplines that analyse risk,
vulnerability and adaptation;
-
platforms that centralise information on adaptation issues and compile data
portals and diagnostic and decision-making tools, as well as other solutions.
Overall, French public research plays a significant role in 39 services.
The reach of these services can be assessed because they are associated with
publicly accessible websites.
a)
Strategic open data portals
Two of these services account for the majority of online coverage:
Drias Climat
30
, launched in 2012, and the Copernicus Climate Change
Service (C3S)
31
, launched in 2020. These two services offer free and open
reference climate data, without which other research and services relating
to climate issues would not be able to develop.
France, a leading country in the field of climate services
Drias Climat, managed by Météo France, was launched in 2012
with the support of the French ministry of ecological transition. This
reference data portal enjoys a high profile. Within the European Union,
French research centres are well integrated into the workings of European
climate services. The European Earth observation programme Copernicus
was launched in 2013. It is the world’s largest provider of space data and
currently comprises six services that add value to this data, including a
climate change service (C3S). France is the second largest user of C3S.
The
Institut Pierre-Simon Laplace
(IPSL) and the Laboratory of Climate
and Environmental Sciences (LSCE) are the main contributors to this
service. France also participates in research programmes funded by the
European Union. Sixteen of the 26 projects to develop climate services
under the Joint Programming Initiative “Connecting Climate Knowledge
for Europe” (JPI
-Climate) include a French team, and three of them are
coordinated by a French organisation.
b)
Services on the rise, but with significant disparities
As of 2018, the number of climate services deployed has risen
sharply, thanks in particular to a “climate services agreement”
32
signed for
30
31
32
https://convention-services-climatiques.lsce.ipsl.fr/
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
25
the period 2017-2020 between the ministry of ecological transition and the
CNRS, aimed at supporting the development of these services. Despite this
quantitative progress, the sectoral reach of these services appears limited,
except in the field of tourism with ClimSnow (see box). Few services
concern teachers and private individuals, although those that do exist have
a higher profile than services for other groups.
ClimSnow
, a flagship climate service for decision-making support
The result of scientific collaboration between Météo France and
INRAE
33
, ClimSnow is operated in association with Dianeige, a private firm
specialising in mountain resort development.
This service makes it possible to assess changes in snow cover under
the impact of climate change. It has been applied to resorts in the Alps and
Pyrenees to predict changes in snow cover in these regions over different
time horizons
34
.
ClimSnow
is also used to provide detailed, fee-based expert
assessments at the request of the stakeholders involved (ski area operators
and local authorities), producing opinions on the ability of ski resorts to
maintain their operations and offering recommendations on tourism strategy
and infrastructure.
ClimSnow
is a rare example of a climate service that combines
diagnostic tools based on high-
level modelling and open data with ’à la
carte’ support for concrete adaptation solutions, even if it is not always used
to good effect by the parties involved
35
.
c)
Insufficient visibility for applied research and research-based solutions
The network of players associated with climate services involving
France is mainly structured around the major French players in the climate
sciences and the Drias Climat portal. Some GRECs play an important role
with in this network.
An adaptation resource centre, planned as part of the second PNACC,
has been set up by the ministry of ecological transition, Cerema, Ademe and
33
CNRM and LESSEM respectively.
34
Source: figure taken from François et colleagues (2022), 35th annual conference of
the International Association of Climatology (IAC).
35
See the chapter in this report on The impact of climate change on mountain tourism
stakeholders
.
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
26
Météo France. The centre receives 10,000 unique visitors a month, an increase
of 15 % over one year. However, despite this momentum, its structuring role
appears to be of secondary importance in the climate services network. A
comparative analysis with the French centre’s European counterpart confirms
this low level of recognition for the French portal. The relative influence of
Drias Climat appears to be much greater (see table 2 below).
Table n° 2 : comparison of the influence of key climate services for
France and the European Union
Nature of service and
associated indicators
French service
European Union (EU)
counterpart service
Information platform
adaptation-changement-
climatique.gouv.fr
climate-adapt.eea.europa.eu
Influence
109
1,353
France/EU ratio
8.1%
Harmonised data portal
drias-climat.fr
climate.copernicus.eu
Influence
1,129
2,752
France/EU ratio
41.0%
Source: influence (number of website citations) calculated with Ubersuggest in June 2023. France
accounted for around 17
% of the EU’s GDP in 2019
36
, which provides a reference value for
interpreting the ratios presented above.
Regardless of the changes envisaged by the supervisory bodies, the
platform proposed by France to guide adaptation strategies could play a more
central role by including a more exhaustive identification of research projects
and players, as well as a hierarchical ranking of the services offered on the
basis of feedback from users and usage statistics.
C -
Improved interministerial coordination required
In addition to its responsibilities within the IPCC, the ministry of
ecological transition coordinates the PNACC. As such, the second PNACC
requires the ministry of ecological transition to co-
lead the “knowledge and
information” aspect of this action plan with the ministry for higher education
and research, in conjunction with the other ministries and operators. Many
of the actions planned have been implemented in silos. The most striking
example is the financial support provided by the ANR, an agency that
36
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
27
essentially supports fundamental research. However, this funding model has
not made it possible to focus resources on research on adaptation.
The ANR and the ministry of ecological transition do carry out joint
work, but only to track the funding devoted to research on adaptation a
posteriori. Adaptation research, which by definition is interdisciplinary or
37
even transdisciplinary
38
, is more difficult for researchers to promote. The
incentives offered by scientific institutions (in terms of funding,
recruitment, publication and evaluation) are still dominated by the
disciplinary excellence model. This type of research needs to be
coordinated and given specific direction to encourage the structuring of a
scientific community that brings together several sectors and boosts the
production of knowledge, experts and solutions for adaptation.
There are effective tools and methods for stimulating this type of
research, particularly in the agricultural sector
39
and in the fields of the
environment, energy and land-use planning
40
. However, apart from a few
fruitful collaborations between sectors, French innovation models are still
largely structured by sector and therefore by ministerial portfolio. The new
priority research programmes and equipment deployed under the aegis of
the General Secretariat for Investment, such as the Traccs project for
climate services, are no exception to this model.
The development and implementation of a national research strategy
on adaptation issues by the ministry of higher education and research
(MESR), in support of the more general PNACC carried out by the ministry
of transport, energy and communications (MTE), would give impetus to
this field of research and provide better guidance for funding, particularly
in the context of the PEPRs.
Overall, the ministry of higher education and research should
support
a
research
strategy
targeting
adaptation
issues.
Greater
coordination between the various players should be sought with a view to
the next national plan for adaptation to climate change.
37
Interdisciplinarity refers to research conducted by researchers from different
disciplines.
38
Research is transdisciplinary when it is conducted by academic researchers and non-
academic actors.
39
INRAE explained that, for the agricultural world, a range of actors, projects and tools
facilitate the transition from the production of knowledge to the deployment of
innovations in the field, in liaison with the stakeholders concerned.
40
The ministry of ecological transition has a scientific and technical network of
specialised operators, including Météo France, Ademe and Cerema, which facilitate the
scaling up and translation of research knowledge into operational applications.
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
28
__________ CONCLUSION AND RECOMMENDATIONS _________
France is a world leader in research for adaptation, particularly in
climate science and research into ecosystem services, Mediterranean
areas, coastal areas and small islands. It is also well positioned in
agricultural, forestry and water-related issues. On the other hand, it lacks
scientific expertise in the areas of health, urban planning and cities, as well
as in the field of development, where it is under-resourced in the overseas
territories, and in issues relating to maladaptation. In addition, this
research remains compartmentalised between sectors.
French success stems from the substantial resources deployed over
a long period of time, although there are risks associated with increasingly
stretched human resources, insufficiently targeted funding for research on
adaptation and difficulties in funding research infrastructures. Some
scientific talent pools, which are sometimes in great demand, may not be
able to meet the growing demand, despite the increase in ’exceptional’
funding available in these areas. Overall, the resources deployed could
soon prove insufficient to meet the needs generated by the transition.
Under the impetus of the main players in the climate sciences and
sectoral research institutes, digital climate services are beginning to be
deployed with a view to adaptation, albeit with varying degrees of success.
The visibility of these services, like that of the much wider range of
solutions for adaptation and French scientific expertise, suffers from
shortcomings and could be enhanced. The governance of research for
adaptation could be strengthened by better linking the national level with
the profusion of local initiatives that are progressing in a fragmented
fashion.
The Court makes the following recommendations:
1.
develop a national strategy for adaptation research to support the
national plan for adaptation to climate change (ministry of higher
education and research);
2.
rebalance resources in favour of research on adaptation, with
particular emphasis on health, cities, overseas territories and areas
where adaptation and mitigation are shared (ministry of higher
education and research, ministry of ecological transition and
territorial cohesion);
3.
create a label for regional climate expert groups and include them in
a network coordinated by the ministry of ecological transition
(ministry of higher education and research, ministry of ecological
transition and territorial cohesion, High Council for the Climate);
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
29
4.
set up research dashboards and a map of the expertise available to all
players on adaptation to climate change and other scientific issues
relating to climate and biodiversity (ministry of higher education and
research, ministry of ecological transition and territorial cohesion);
5.
prioritise climate services, tools that offer decision-making support based
on climate projections, according to their use and user feedback (ministry
of ecological transition and territorial cohesion).
Responses received
at the date of publication
Response from the minister for environmental transition and territorial cohesion
.........
32
Response from the minister for higher education and research
..............................
32
Response from the secretary general of the secretariat general for investment (SGPI)
.....
36
Response from the chair of the high council for the climate
..................................
37
Response from the chairman and chief executive officer of the french national
research agency (ANR)
..........................................................................................
3
9
Recipients with no comments
The Chairman and Chief Executive Officer of the National Centre for Scientific
Research (CNRS)
The President and Chief Executive Officer of Météo France
Recipient who did not respond
The Minister for Energy Transition
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
32
RESPONSE FROM THE MINISTER FOR ENVIRONMENTAL
TRANSITION AND TERRITORIAL COHESION
The State deploys observation, expertise and research capabilities.
These various components need to be aligned, as the Court of Accounts
points out, not forgetting innovation, education and the territorial aspect.
While the minister for higher education and research provides
overall coordination, I share the concern that research should support
public policy.
The bodies under the authority of my ministry are thus
positioned to focus on research and expertise in support of action. F
or
example, Météo France, a key player in the field of climate data and
services, Cerema, which works on reducing vulnerability and promoting
more resilient territorial development, and the
Université Gustave Eiffel
(UGE), which works on sustainable adaptation of towns and territories.
You highlight the contribution of several research programmes
(PEPR), supported by France 2030, to adaptation issues. This is due to the
nature of the subject, which is at the intersection of very wide-ranging issues,
both technological and societal, such as the resilience of societies and urban
adaptation. I will take care to ensure that my ministry is able to draw
valuable lessons from the convergence of these different areas of work.
RESPONSE FROM THE MINISTER FOR HIGHER EDUCATION
AND RESEARCH
First of all, I would like to thank the Court of Accounts for the in-
depth and original work it has carried out on a subject that has become a
major public policy issue. While research was clearly at the root of early
identification of climate change, the predictive studies and scenarios it has
developed have also made it possible to anticipate its negative effects and
the risks it poses to our society and, more broadly, to humanity as a whole.
As the Court’s report rightly points out, research must play a particular
role in identifying the issues, quantifying the phenomena and finding
solutions to deal with situations that we know are inevitable.
The ministry of higher education and research (MESR) commends
the high quality of the work presented in this section of the 2024 annual
public report. This work is based on original, in-depth analyses of the
bibliometrics relating to the reports of the Intergovernmental Panel on
Climate Change (IPCC), a global centre of scientific expertise on
climate. These methods of analysis, developed in conjunction with the
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
33
French National Research Agency (ANR) and fed by national databases,
make it possible to better qualify at international level the position of
French research in the climate sciences and in the fields of adaptation
and mitigation. They make it possible to identify the most active regions,
the least well-represented themes and the work to be carried out at the
intersection between these different areas.
Given the interest of these developments, my department has already
taken the initiative of examining, with the Court and the ANR, the extent to
which these methods of analysis could be used to constitute a tool for
regular monitoring of French scientific production in the various fields of
research on climate and even biodiversity.
The overall assessment of
the work produced through the Court’s
investigation shows that our national research system is of the highest
international standard, contributing significantly in terms of quality and
visibly in terms of impact to the reports produced by the IPCC.
I sha
re the Court’s conclusions regarding the exceptional influence
of French research on climate, biodiversity, agronomy, hydrology and
forestry. On the other hand, the fields of health and urban planning
associated with climate change unfortunately appear to be lagging behind.
While the MESR has expressed reservations about the methodology
used to qualify research at the “intersection”, it also shares the assessment
of persistent compartmentalisation between different fields and the
significant risk of maladaptation that may result. There is also a lack of
research in the humanities and social sciences, which should be a driving
force in identifying vulnerabilities and developing adaptation and mitigation
solutions that can be understood and implemented by all players in society.
Interdisciplinarity, the foundation of sustainability science, is essential.
In response to the Court’s analysis attributing the change in the ANR’s
funding of research on adaptation to the discontinuation of the “management
and impacts
of climate change” programme, it should be noted that the ANR
continues to fund projects of excellence, initiated by researchers, some of which
may target the issue of adaptation.
In addition, the France 2030 programme funds exploratory
research programmes proposed by researchers or backed by national
acceleration strategies, in the latter case proposed by an entire industry.
Under France 2030, 22 priority research programmes and equipment
(PEPR) are contributing to the environmental transition:
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
34
-
3 are strictly dedicated to the climate and are funded in the amount of
€156 million;
-
8 are dedicated to mitigating climate change and are funded in the
amount of €451 million;
-
the remaining 11 deal with these two themes as well as adaptation to
climate c
hange, and are funded in the amount of €432 million.
The Court uses the example of the ANR’s funding of projects
dedicated to adaptation to note that the National Plan for Adaptation to
Climate Change (PNACC) has not had the expected effect on the Agency’s
programming. It believes that research for adaptation should be led jointly
by the ministries responsible for ecology and research. It is clear that the
PNACC, due to its sectoral nature and its operational dimension, is not a
relevant framework for research programming. It could, however, better
identify the issues facing research to enable its operational deployment.
In recent years, the General Secretariat for Investment has provided
major programmatic and financial support for the State’s strategic
priorities, among which the climate in all its dimensions, including issues
related to adaptation and mitigation, figures prominently. The PEPRs
providing the knowledge that will be produced as part of the contributions
expected from research could be identified in the PNACC 3 with a view to
answering the questions it sets out.
Following on from the publication of the report commissioned by
the Minister from Mr Philippe Gillet, the coordination and programming
of research into issues of major societal concern, such as adaptation to
climate change, will be entrusted to programme agencies. On 7 December,
the French President announced the creation of these agencies, which will
operate under the auspices of the main national research bodies.
In addition to these considerations, I would like to draw your attention
to my comments on the four recommendations addressed to me.
Recommendation 1 is to “develop a national strategy for adaptation
research to support the national plan for adaptation to climate change”.
As indicated above, the various PEPRs producing knowledge in
support of adaptation to climate change will be explicitly mentioned in the
PNACC 3 and the expertise thus developed can be mobilised as required.
This is the first way in which research can support the PNACC.
As far as the direction of research on this theme is concerned, the
President of the Republic has entrusted the French National Centre for
Scientific Research with the role of programme agency on the theme of
climate, biodiversity and sustainab
le societies. The agency’s remit will be
to define the priority research topics to be included in the programming of
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
35
these themes, including adaptation to climate change, and to oversee their
implementation where necessary. It is within this new programming
framework that the production of a national roadmap for climate change
research could be proposed.
Recommendation 2 is to “rebalance resources in favour of research
on adaptation, with particular emphasis on health, cities, overseas
territories and areas
where adaptation and mitigation are shared”.
The
Sustainable
City
Solutions
and
Innovative
Buildings
programme is a PEPR that focuses on urban adaptation, with a clear
emphasis on health-related issues.
The new programme agency supported by the CNRS, mentioned
above, and the programme agency dedicated to health supported by the
National Institute for Health and Medical Research, provide the
framework for the emergence of projects in these two areas.
Recommendation 3 is to “create a label for regional clim
ate expert
groups and include them in a network coordinated by the ministry of
ecological t
ransition”.
The MESR could support the ministry of ecological transition and
territorial cohesion if it decides to study the implementation of this proposal
in conjunction with the High Council for the Climate.
Recommendation 4 is to “set up research dashboards and a map of
the expertise available to all players on adaptation to climate change and
other scientific issues relating to climate and biodiversity”.
The national low-
carbon strategy, the MESR’s Climate and
Biodiversity Plan and the PNACC 3 include a “knowledge production”
component designed to advance our understanding of the climate, its evolution
in terms of risks, and the possibilities for mitigating it while adapting to its
inevitable consequences. Monitoring these actions via a comprehensive
dashboard is problematic due to the different timescales inherent in research
and its exploitation (around 5 years are needed for a publication).
However, the Cour
t of Accounts’ methodological work could be
used to develop a mapping of the themes to be monitored over time, with
an associated bibliometric system, in order to be able to report on the
knowledge produced. A feasibility study will enable us to see what action
could effectively be taken on this mapping project. The mapping of
expertise is most likely to fall within the remit of the scientific and technical
network (network of environmental research operators) led by the ministry
of ecological transition and territorial cohesion.
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
36
RESPONSE FROM THE SECRETARY GENERAL OF THE
SECRETARIAT GENERAL FOR INVESTMENT (SGPI)
The Court lists 11 priority research programmes and equipment
within the scope of research for adaptation (PEPR). In fact, 20 PEPRs are
specifically linked to transition and adaptation issues, with a cross-
disciplinary approach that avoids the disciplinary silos mentioned in the
report, details of which can be found in the appendix.
These numerous funded projects are complemented by actions to
support the early stages and further development of research in areas such
as mobility, decarbonisation of industry and renewable energies, with
average budgets of €20 million per project.
In addition, the SCPI is funding a “research at risk” initiative, which
aims to improve the means of detecting and accelerating new scientific
discoveries, and to support research whose potential applications are broader
than initially anticipated, requiring a rapid, custom response. Part of this €500
million funding package is being used to set up programme agencies within
national research bodies. Their purpose is to respond to a number of comments
made in the report, in particular the need for national oversight of research
programmes that are deemed strategic due to their high societal impact and/or
national interest, particularly in areas in which greater coordination between
research players, on the one hand, and between ministries to clarify the
mandate given by the State, on the other, is essential. These include:
-
the “climate, biodiversity and sustainable societies” programme
agency, led by the CNRS (in conjunction with IFREMER and IRD),
responsible for improving understanding and prediction of the
functioning of the Earth system and treating climate, biodiversity and
human societies as interconnected systems (with a particular focus on
the acceptability of the solutions emerging in response to climate
change);
-
the “agriculture, sustainable food, forests and natural resources”
programme agency, led by INRAE;
-
the
“carbon
-
free energies” programme agency, led by the CEA.
Finally, we should mention that through the “higher education,
research and innovation ecosystems” component of France 2030, we are
providing structural support for research establishments and universities, with
schemes such as the “Initiatives of Excellence” (Idex), “Science/Innovation/
Territories/Economy Initiatives” (Isite), and “Excellence in all its forms”,
making it possible to fund fundamental research through long-term
programmes, a growing proportion of which is devoted to the challenges of
environmental transition. The amount earmarked for this area, excluding
PEPR and Research at Risk, is €4 billion in the France 2030 budget.
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
37
RESPONSE FROM THE CHAIR OF THE HIGH COUNCIL
FOR THE CLIMATE
In response to your referral of 23 November 2023, and in accordance
with Articles L. 143-6 and R 143-13 of the French Financial Jurisdiction
Code, below is the response of the High Council for the Climate to the draft
section entitled “The place and role of p
ublic research in adapting to climate
change”, which is to be included in the Court of Accounts’ 2024 annual public
report. For ease of reading, the various aspects are grouped by category.
Observation and data series
Building up long series of data is essential for reliable impact
monitoring and for producing and calibrating targeted climate projections.
In general, too little attention is paid to the challenges and needs of
observations and observatories as a complement to modelling. Meeting the
need for general or thematic observations could be highlighted as a key
factor in improving the representativeness of assessments and projections,
whether in terms of physical impacts or general or sectoral vulnerabilities.
Assessing vulnerability and adaptation needs
The
systematic
establishment
of
vulnerability
assessments
covering the whole of the national territory in metropolitan and overseas
France should make up for the lack of a national inventory covering
observed trends, impacts, model assessments, impact and risk
projections, impacts avoided by adaptation, losses and damage, etc.
Similar national reports are produced in other countries (e.g. USA). They
make it possible to monitor losses and damage and adaptation needs at
different levels in order to establish a framework. For the establishment
of such an inventory in France, the CNRS/INSU, in a context of declining
national funding, appears to be a logical player to structure research on
adaptation as an extension of its structuring role in climate sciences.
Regional funding should also be examined in order to establish diagnoses
based on cutting-edge, evolving scientific knowledge and involving the
various disciplines concerned in the climate sciences and beyond.
Human resources
Although France’s main st
rengths are reflected in the section, we
feel it is important to draw attention to the concerns regarding the
recruitment shortfall about which several laboratory directors have
expressed concern and which has recently been reported in the press.
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
38
Upstream of recruitment issues, the M2 adaptation training programme
should be considered to ensure that the topics covered in initial training
are relevant to the adaptation needs identified (in addition to section B2).
Decision-making support and climate services
“The vital but inconsistent role of scientific expertise in decision
-
making support” must encompass climate and socio
-economic aspects and
be regularly updated with the latest impact data for the purposes of
translating research into improved decision-making support for both the
public and private sectors. Vulnerability is often a weakness of the French
approach, which focuses on exposure and hazards
.
As an extension of
research activities, the development of a range of consultancy services
capable of taking full advantage of the results and products of research
represents an important dimension in the wider consideration of
adaptation needs.
Financial resources
Relevant research on adaptation must be based on cutting-edge,
evolving knowledge derived from fundamental research in the climate
sciences, which must continue to be strengthened. There is also a need to
deploy essential additional resources in the various impact areas, in
particular
civil
protection
and
land-
use
planning.
“Rebalancing
resources” sh
ould not mean reducing the resources of some to increase
those of others.
Analysis method
Monitoring French participation in international conferences on
adaptation also reflects the international visibility of French research. The
digital base should be
linked to the “digital and ecological planning”
roadmap coordinated by the SGPE.
Comments on wording
(Box in C/ Vital infrastructures with uncertain long-term financing)
It is preferable to use “global projections” rather than “predictions”. It
would be mo
re appropriate to use the term “representativeness” rather
than “hierarchy” to refer to the position of the French experts.
Elements that could be given greater prominence
The first point relates to the scope of the disciplines identified, which
tends to underestimate the dimensions of land-use planning, sustainable
development, risk prevention, crisis management and governance
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
39
traditionally dealt with in France in the geographical sciences, economics,
management sciences, sociology and political science. This bias means
that the contributions of internationally recognised French players in
research on adaptation, such as the IRD, IDDRI, geography laboratories
and BRGM for soil and coastal issues, are not particularly visible. Once
the scope of the study has been broadened, a comparison of research
efforts in France with comparable countries would be relevant. European
policy on research on adaptation would benefit from a better description.
The second missing point concerns territorial initiatives, both at the
level of local or thematic observatories (e.g. GREC, highly disparate
scopes and roles to be evaluated, co-production of knowledge? collective
and transparent evaluation? appropriation by local authorities?) and
structures transposing the functioning of the IPCC at a dedicated
geographical scale (e.g. MEDECC for the Mediterranean region).
The third point would be to look more closely at the issue of
maladaptation, which deserves to be developed in greater detail (for
example, the focus on heatwaves in densely populated urban areas without
addressing the additional demand for electricity, which needs to be
brought into line with an energy strategy), and other examples,
particularly those relating to dykes (BRGM).
Finally, the last point relates more broadly to issues of fair
transition and the need for research into the governance of climate action
to better protect the most vulnerable, particularly in terms of access to
water resources in periods of persistent water stress, or risk management
and prevention.
RESPONSE FROM THE CHAIRMAN AND CHIEF EXECUTIVE
OFFICER OF THE FRENCH NATIONAL RESEARCH AGENCY (ANR)
I would like to thank you for the draft section to be included in the
Court of Accounts’ 2024 annual public report on the place and role of
research in adaptation to climate change.
I would like to emphasise the quality of the work carried out by the
Court, as well as the quality of the interactions established between the
Court and the ANR on methodological aspects, enabling the Court to
develop methods for analysing the performance and resources of French
research for adaptation to climate change.
With regard to the ANR, the Court rightly points out that “over the
period 2012-
2022, funding allocated to research for adaptation increased”.
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
40
Taking into account the commitments made in the research programming
law, particularly concerning the initial allocation and funding for the Carnot
programme, the share allocated to generic calls for projects increased from
€758.2 million in 2022 to €761 million in 2023,
i.e. an increase of 0.8%.
In the subsequent paragraph, the changes mentioned by the Court
should be correlated with the periods analysed, which are not specified
and cannot under any circumstances relate to 2023, the results of which
could not be known at the time of the review.
The Court states that “ANR funding is allocated in proportion to the
number of projects submitted to evaluation committees”. The ANR does
not dispute this observation of a past situation resulting from a constrained
budgetary context. When selection rates are below 20%, as is also the case
for the ERC, funding agencies generally apply identical selection rates for
the various selection committees. The increase in resources allocated to
the ANR under the research programming law will enable this approach
to change.
The Court then deduces that “insofar as there is no specific
evaluation committee for adaptation, funding in this area is automatically
reduced”. This assertion is debatable, as it could imply that if a committee
had been dedicated to adaptation, projects of lesser scientific quality could
have been funded. Moreover, a dedicated committee would not necessarily
be suited to the necessary interdisciplinarity and to the fact that, as the
Court points out, research on adaptation to climate change must form part
of a continuum of research that takes the form of different thematic
committees or different funding instruments, and involve very different
approaches and very different areas of technology.
The ANR agrees with the Court’s
observation that “research on
adaptation needs specific incentives to strengthen the scientific
communities involved and the links between them”. These incentives are
based on international, European, national and regional actions and are
part of several levels of actions implemented by the ANR:
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
41
Supporting French teams in international research consortia
For the past year, the ANR has co-chaired the Belmont Forum (with
RCN, a Norwegian funding agency). Created in 2009 at the initiative of the
US National Science Foundation (NSF), the Belmont Forum is an
international consortium of funding agencies from around thirty countries,
playing a key role in supporting research into global change, and climate
change in particular. The Belmont Forum has supported more than 150
research projects, involving some 1,000 scientists from 90 countries,
focusing on integrated approaches, particularly to the impacts of and
adaptations to climate change.
Playing a leading role in European partnerships
Horizon 2020 and now Horizon Europe partnerships are based on
collaboration between the European Commission and national funding
agencies. In particular, the ANR is involved in long-term partnerships
between Europe and Africa, as well as in a dozen new partnerships, many
of which focus on adaptation to climate change.
Supporting excellence at national level
Through two levers:
-
Implementation
of
France
2030
programmes
(“directed
-
programmes” lever): as highlighted by the Court, 11 PEPRs relate to
research on climate change, in particular adaptation to climate
change.
-
Support for young researchers and interdisciplinary collaborative
projects (“investigator
-
driven projects” lever): 80
% of the projects in
the action plan are in line with at least one of the 17 United Nations
Sustainable Development Goals, and a third, which are highly
interdisciplinary, are specifically geared towards major transitions
(sustainability sciences, environmental and ecological transitions, energy
transitions, one health, etc.).
Organising regional partnerships and co-funding to meet local needs
As the Court emphasises, one essential aspect is the regional
dimension of research and expertise to meet specific local needs, involving
the various stakeholders (local authorities, associations, etc.). Particular
attention must be paid to the overseas regions. Following the mobilisation
of research on overseas issues related to adaptations to climate change, in
particular regarding Sargassum, involving and co-financed by Ademe, the
local authorities of Martinique and French Guiana, and the Guadeloupe
region, an initial action was followed by a second call extended to funding
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
42
agencies that are partners of ANR (the Brazilian agency Facepe, Connacyt
from Mexico and NWO from the Netherlands). A programme on
biodiversity and protected marine areas in the Indian Ocean was set up
and coordinated by the ANR, co-financed by the AFD and involving the
National Research Foundation of South Africa, the National Research
Foundation of Kenya, the Mozambique National Research Fund and the
Tanzanian Commission for Science and Technology, and open to teams
from the Comoros, Madagascar and Mauritius.
This strategy of mobilising scientific expertise and research to meet
specific regional needs in mainland France is also one of the agency’s
priorities. A programme on the impacts of climate change on regional
ecosystems will be set up in 2023 by the ANR, in partnership with the Pays
de la Loire and Normandy regions, focusing on adaptations to river
flooding, the deterioration of water quality and the local impacts of rising
sea levels.
With regard to the exceptional funding provided as part of the
Investments for the Future programme, which has become France 2030,
the Court notes that the funding was concentrated on the period of the first
PNACC (€270 million) rather than the second (€126 million). It should be
noted that these amounts correspond to commitment authorisations and not
payment appropriations. All the projects financed during the first PNACC
were still active during the second and therefore received part of their
funding after 2015, when the first PNACC came to an end.
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
43
Appendix for international readers
Presentation of
Cour des comptes
(France): who we are and what
we do?
Established in 1807, the
Cour des comptes
(also referred to as
“
Court of accounts
” or Court in the text)
is the supreme audit institution
(SAI) for France overseeing the use of public funds at the national level. It
is independent from the Government and Parliament. It has financial
jurisdiction and is in charge of auditing, issuing rulings and certifying the
State and Social Security accounts, as well as contributing to the evaluation
of public policies. The Cour des Comptes, whose role is described in article
47-2 of the French Constitution, contributes to citizen information through
its public reports.
The Cour is independent of public authorities. Within the framework
provided by French law, it freely defines its work program, possesses
control powers both documentarily and on-site, freely adopts its
conclusions, and enjoys editorial freedom. Engaging in public debate
through its publications, it aims to be useful to decision-makers and citizens
alike and actively contributes to improving public management and its
outcomes.
Opportunities related to developed methods and shared open
data
In order to stimulate new uses in a perspective of general interest,
the source code elements associated with the most important methods and
the main associated datasets are provided in a digitally exploitable format
(see summaries and links below).
This approach is part of the Court’s international cooperation policy
with the supreme audit institutions (SAI) of other countries as well as its
scientific cooperation policy with major French research operators.
It is thus possible to adapt the method presented here for other
countries and groups of countries. Beyond direct applications, other
potential applications include, for example, extending the analyses to the
upcoming works of the 7th IPCC assessment report or to the publications
of the Intergovernmental Science-Policy Platform on Biodiversity and
Ecosystem Services (IPBES) on biodiversity-related challenges.
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
44
Disclaimer
The elements provided do not necessarily reflect the positions of
third parties such as the Intergovernmental Panel on Climate Change
(IPCC).
The report on the "Place and Role of Research in Climate Change
Adaptation" and the associated open elements presented below are not
IPCC products, have not been subject to formal IPCC review processes and
have not been endorsed by the IPCC. The IPCC does not assume any
responsibility for their accuracy.
Any reference to or usage of IPCC
materials, including glossaries and annexes, is for information purposes
only. Use of or reliance thereon of any information is solely at the users
own risk. The IPCC disclaims any and all liability, including any express
or implied representations or warranties, whether oral or written, for any
third-party uses of the material provided.
Composition of the open electronic archive accessible on the
Cour's
website
public-report-2024 :
•
Guide
"Cahier_MethodesEtDonnees_Recherche_Adaptation_RPA_
2024.docx"
: this methodological guide presents the detailed
methods and data used in the chapter of the Cour des Comptes'
2024 annual public report regarding the place and role of public
research in adapting to climate change. The detailed results
underlying the observations formulated succinctly in the chapter
are also presented. These results serve as examples of applications
of the methods developed here.
•
Folder "elements_from_IPCC_reports
": this folder enables the
reproduction of the chapter's observations based on the analysis
method of citations from the Intergovernmental Panel on Climate
Change (IPCC) works in its 6th Assessment Report (AR6) and
associated metadata on harmonized bases, as well as on the
semantic approach derived from the IPCC glossaries and corpus.
The files associated with this folder are provided in a digitally
exploitable format under a "CC-BY-NC 4.0 " license to stimulate
new uses for general interest. Note that only non-commercial uses
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
45
are authorized by the CC-BY-NC 4.0 license
41
, and these elements
are subject to the disclaimer mentioned above. Contents of the
folder are as below:
o
File
"ipcc_ar6_reports_doi_citations.csv"
containing
harmonized citations of type "DOI" from the three main
reports of the three groups of the IPCC’
s 6th assessment
report (the harmonization method is detailed in the
methodological guide);
o
File "ipcc_ar6_reports_keywords_in_titles.csv" which
gathers keywords extracted from the glossaries of the
three main AR 6 IPCC reports and hierarchized with
citation metadata (see the guide for more details).
•
Folder "mots_cles_adaptation_analyses_semantiques"
: this
folder includes all the elements necessary to reproduce the
semantic analyses implemented in the report. The source code
elements and associated keywords are provided in a digitally
exploitable format under the "GNU General Public License
v3.0"
42
to stimulate new uses for general interest. Potential
41
Copyright notice: these files are derived from the investigation on the place and role
of public research in adapting to climate change conducted by the Cour des Comptes
(2024) following the methodology and sources presented in the methodological guide.
These elements are not IPCC products, have not been subject to formal IPCC review
processes and have not been endorsed by the IPCC. The IPCC does not assume any
responsibility for their accuracy.
Any reference to or usage of IPCC materials,
including glossaries and annexes, is for information purposes only. Use of or reliance
thereon of any information is solely at the users own risk. The IPCC disclaims any and
all liability, including any express or implied representations or warranties, whether
oral or written, for any third-party uses of the material provided. These elements are
provided
under
a
"CC-BY-NC
v4.0"
license
(see
https://creativecommons.org/licenses/by-nc/4.0/, as well as the full and identical copy
of this license provided in the present open electronic archive).
42
Copyright notice: these files are derived from the investigation on the place and role
of public research in adapting to climate change conducted by the Cour des Comptes
(2024) following the methodology and sources presented in the methodological guide.
These elements are provided under a "GNU General Public License v3.0" license (see
license provided in the present open electronic archive). The open data from the ANR
used as an application case for this script are provided by the Agency at this address:
Simple examples of keywords derived from the theme of the Court's 2024 annual public
report on adaptation to climate change are presented here to illustrate the approach.
THE PLACE AND ROLE OF PUBLIC RESEARCH IN ADAPTING
TO CLIMATE CHANGE
46
applications include, for example, scientometric analyses to track
a country’s
influence (here applied to France) or the monitoring of
funding associated with research for adaptation and research on
adaptation. Contents of the folder are as below:
o
Script that can be executed with the free software R called
"Script_AnalysesSemantiques_Recherche_Adaptation_
RPA_2024_v20240304.R" and that allows the production
of semantic filters based on keywords;
o
Sub-folder "OpenData" which includes a copy of open
data from the French National Research Agency (ANR)
at the time the analysis was conducted by the Cour des
comptes and serves as an example for the use of semantic
filters.
Other keywords can be easily added by users. Different sources can be mobilized to
enrich semantic searches. See, for example: keywords extracted from the glossaries of
the three main reports of AR 6 of the IPCC (see file proposed on the Court's website
reserved for non-commercial use); the study by Nalau and Verall (2021) "Mapping the
evolution and current trends in climate change adaptation science," Climate Risk
Management, https://doi.org/10.1016/j.crm.2021.100290.