ForeSight: Predicting and monitoring drought-linked forest growth decline across Europe
Lead Research Organisation:
University of Stirling
Department Name: Biological and Environmental Sciences
Abstract
More intense drought and increased temperatures reduce tree growth and drive tree die-back and mortality across the globe. While this problem has been recognized for some time, the processes and geographical extent of forest growth reduction and die-off are not well understood. Predicting the response of Europe's forests to drought and temperature change a key challenge because forests have enormous economic and ecological benefits that will be impacted as climate warms and becomes more extreme.
Addressing this problem requires an interdisciplinary approach that brings together world-leading expertise in in forest ecology, Earth observation, dendroecology and process-based modelling. Our team has a strong record of scientific excellence and method development as well as expertise in transferring scientific advances into practical applications with international policy and economic impact.
We use European beech as an indicator species to study this problem because it is the most widespread broadleaf tree in Europe covering over 15 million hectares. Beech produces valuable wood with very diverse uses and it is known to be at high risk from drought-linked die-back and mortality.
Our research is highly novel because it will link together satellite observations and process-based models calibrated from the European Beech Tree Ring Network, a data network that provides a detailed picture of tree growth from about ten thousand individual trees across 25 countries. These data will enable us to model the processes of tree growth suppression and to map and monitor drought-stress vulnerability across the entire range of beech in near real-time.
We will advance knowledge of the response of beech to environmental variation and produce models that predict tree growth based on local climate and soil moisture across Europe. The models and tree ring data will provide a detailed picture of growth suppression and dieback risk. Furthermore, we will combine the site-specific models with satellite data to establish an open-source web-based monitoring platform that will form the basis for decision support for forest managers and policy makers. This project is highly timely, since cloud-based computer processing of satellite imagery now avoids the need to download and pre-process large volumes of satellite data. Such cloud processing makes data analysis at this scale efficient and cost effective, with outputs available to all via a simple web-based interface.
We will contribute major new scientific insights into forest growth reduction and die-off in response to drought, with substantial benefits for improving our understanding of impacts on our ecoststems and atmosphere. Furthermore, we will apply our research to provide operational guidance on species suitability and growth predictions for forest management. In the UK this will be achieved by working with Forest Research to improve their Ecological Site Classification Decision Support System for beech. The system is open to all and is widely used by foresters and policy advisers. Once adapted using our results for beech, these changes to decision support tools can be extended to other forest-forming tree species and will also underpin future planning of semi-natural woodland in the UK.
Our project outputs will give broad benefit from cutting edge research to forest decision support. We will map early-warning signals of growth decline and mortality and impacts of drought on growth across the entire range of European beech. We will predict future impacts of climate change on forest growth and mortality, improve estimates of forest carbon uptake and provide the tools to monitor these effects using satellite data. Overall, our research will substantially advance our understanding of past, present and future drought impacts on beech forest across Europe and provide the capability to monitor and manage our forests for the future.
Addressing this problem requires an interdisciplinary approach that brings together world-leading expertise in in forest ecology, Earth observation, dendroecology and process-based modelling. Our team has a strong record of scientific excellence and method development as well as expertise in transferring scientific advances into practical applications with international policy and economic impact.
We use European beech as an indicator species to study this problem because it is the most widespread broadleaf tree in Europe covering over 15 million hectares. Beech produces valuable wood with very diverse uses and it is known to be at high risk from drought-linked die-back and mortality.
Our research is highly novel because it will link together satellite observations and process-based models calibrated from the European Beech Tree Ring Network, a data network that provides a detailed picture of tree growth from about ten thousand individual trees across 25 countries. These data will enable us to model the processes of tree growth suppression and to map and monitor drought-stress vulnerability across the entire range of beech in near real-time.
We will advance knowledge of the response of beech to environmental variation and produce models that predict tree growth based on local climate and soil moisture across Europe. The models and tree ring data will provide a detailed picture of growth suppression and dieback risk. Furthermore, we will combine the site-specific models with satellite data to establish an open-source web-based monitoring platform that will form the basis for decision support for forest managers and policy makers. This project is highly timely, since cloud-based computer processing of satellite imagery now avoids the need to download and pre-process large volumes of satellite data. Such cloud processing makes data analysis at this scale efficient and cost effective, with outputs available to all via a simple web-based interface.
We will contribute major new scientific insights into forest growth reduction and die-off in response to drought, with substantial benefits for improving our understanding of impacts on our ecoststems and atmosphere. Furthermore, we will apply our research to provide operational guidance on species suitability and growth predictions for forest management. In the UK this will be achieved by working with Forest Research to improve their Ecological Site Classification Decision Support System for beech. The system is open to all and is widely used by foresters and policy advisers. Once adapted using our results for beech, these changes to decision support tools can be extended to other forest-forming tree species and will also underpin future planning of semi-natural woodland in the UK.
Our project outputs will give broad benefit from cutting edge research to forest decision support. We will map early-warning signals of growth decline and mortality and impacts of drought on growth across the entire range of European beech. We will predict future impacts of climate change on forest growth and mortality, improve estimates of forest carbon uptake and provide the tools to monitor these effects using satellite data. Overall, our research will substantially advance our understanding of past, present and future drought impacts on beech forest across Europe and provide the capability to monitor and manage our forests for the future.
Planned Impact
Legal obligations exist for UK Government in preserving and reporting on the state of the natural forest environment across the national forest estate by the Forestry Commissions (UKFC), and across the whole UK through delivery of the National Forest Inventory. This proposal will deliver a step change in our predictive capacity for forest growth, climate suitability and future climate impacts. Through integration of process-based modelling of plot-level tree growth data, future climate scenarios, and monitoring capability we will deliver a revised model for forest management, species suitability and growth assessment (Ecological Site Classification Decision Support Service, ESC-DSS) for the most widespread broadleaf forestry type in Europe: beech dominated forests. ESC-DSS underpins future planning for the UK woodland resource, especially ecological resilience of semi-natural woodland.
Project outputs will have very broad benefit since the new methods developed here can be rapidly adapted to other forest types. At the UK level, the proposed pre-emptive assessment of the response of an iconic forest keystone species is increasingly relevant as climate change impacts lead to changes in ecological suitability, habitat loss and/or displacement of the species range. Recent work showing that there is no convincing evidence to restrict the native status of beech to southern UK1 highlights the high value of this species for climate change adaptation at the national scale. At the European scale, requirements for maintaining beech forest habitat condition exist under the Habitats Directive, yet there is considerable uncertainty as to how these can be delivered as climate changes across the continent2.
Given the great local, national and international interest in forests and forest health, predictive knowledge and tool development from this project will benefit a wide range of stakeholders and interest groups:
Over the project lifetime:
Public interest and education via a forest health outreach event
Landscape ecology students and junior researchers
Forest Research (Civil Service Agency)
Mid-project - 3 yr+:
Funding agencies and donor governments, including UKFC and devolved administrations through evidence on future climate suitability, forest adaptation and conservation strategies for iconic British forests.
UKFC, DEFRA, forest enterprise and natural heritage agencies through evidence on likely changes in forest ecosystem structure and function.
Public and private sector forestry practitioners (via UK Royal Forestry Societies, Confederation of Forest Industries) and standards providers (UKWAS and FSC) through ESC-DSS and outcomes informing policy and practice on forest resilience and sustainability.
Organisations with a broader remit on climate change adaptation and mitigation including the devolved administrations and their associated centers such as the Committee on Climate Change (ClimateXChange) through outcomes on climate change impacts.
European groups seeking evidence for policy-making and national and EU long-term forest management planning such as Forest Research, European Forest Institute, International Union of Forest Research Organisations, European State Forest Association and national Forest Owners Associations through the Confederation of European Forest Owners.
Long term:
Lasting benefits will be gained by the above groups post-project.
Civil society: Landscape change is of great public interest throughout Europe. The management of landscape is a key concern especially regarding iconic UK forest types (Oak, Pine, Beech).
1Sjölund MJ, et al. (2017) Understanding the legacy of widespread population translocations on the post-glacial genetic structure of the European beech, Fagus sylvatica L. J. Biogeography, 44, 2475-2487
2Greenwood S. et al. (2017) In: Natura 2000 and Forests - Assessing the State of Implementation and Effectiveness. M Sotirov (Ed). European Forest Institute. Joensuu.
Project outputs will have very broad benefit since the new methods developed here can be rapidly adapted to other forest types. At the UK level, the proposed pre-emptive assessment of the response of an iconic forest keystone species is increasingly relevant as climate change impacts lead to changes in ecological suitability, habitat loss and/or displacement of the species range. Recent work showing that there is no convincing evidence to restrict the native status of beech to southern UK1 highlights the high value of this species for climate change adaptation at the national scale. At the European scale, requirements for maintaining beech forest habitat condition exist under the Habitats Directive, yet there is considerable uncertainty as to how these can be delivered as climate changes across the continent2.
Given the great local, national and international interest in forests and forest health, predictive knowledge and tool development from this project will benefit a wide range of stakeholders and interest groups:
Over the project lifetime:
Public interest and education via a forest health outreach event
Landscape ecology students and junior researchers
Forest Research (Civil Service Agency)
Mid-project - 3 yr+:
Funding agencies and donor governments, including UKFC and devolved administrations through evidence on future climate suitability, forest adaptation and conservation strategies for iconic British forests.
UKFC, DEFRA, forest enterprise and natural heritage agencies through evidence on likely changes in forest ecosystem structure and function.
Public and private sector forestry practitioners (via UK Royal Forestry Societies, Confederation of Forest Industries) and standards providers (UKWAS and FSC) through ESC-DSS and outcomes informing policy and practice on forest resilience and sustainability.
Organisations with a broader remit on climate change adaptation and mitigation including the devolved administrations and their associated centers such as the Committee on Climate Change (ClimateXChange) through outcomes on climate change impacts.
European groups seeking evidence for policy-making and national and EU long-term forest management planning such as Forest Research, European Forest Institute, International Union of Forest Research Organisations, European State Forest Association and national Forest Owners Associations through the Confederation of European Forest Owners.
Long term:
Lasting benefits will be gained by the above groups post-project.
Civil society: Landscape change is of great public interest throughout Europe. The management of landscape is a key concern especially regarding iconic UK forest types (Oak, Pine, Beech).
1Sjölund MJ, et al. (2017) Understanding the legacy of widespread population translocations on the post-glacial genetic structure of the European beech, Fagus sylvatica L. J. Biogeography, 44, 2475-2487
2Greenwood S. et al. (2017) In: Natura 2000 and Forests - Assessing the State of Implementation and Effectiveness. M Sotirov (Ed). European Forest Institute. Joensuu.
Publications

Dorado-Liñán I
(2022)
Jet stream position explains regional anomalies in European beech forest productivity and tree growth.
in Nature communications

Martinez Del Castillo E
(2022)
Climate-change-driven growth decline of European beech forests
in Communications Biology

Martínez-Vilalta J
(2023)
Accounting for trait variability and coordination in predictions of drought-induced range shifts in woody plants.
in The New phytologist

Morley P
(2020)
Spectral response of chlorophyll content during leaf senescence in European beech trees
in Environmental Research Communications

Nikinmaa L
(2023)
A balancing act: Principles, criteria and indicator framework to operationalize social-ecological resilience of forests.
in Journal of environmental management

Nikinmaa L
(2020)
Reviewing the Use of Resilience Concepts in Forest Sciences.
in Current forestry reports

Ovenden T
(2021)
Threshold Response to Extreme Drought Shifts Inter-Tree Growth Dominance in Pinus sylvestris
in Frontiers in Forests and Global Change

Ruiz-Benito P
(2020)
Available and missing data to model impact of climate change on European forests
in Ecological Modelling

Vilà-Cabrera A
(2019)
Greater growth stability of trees in marginal habitats suggests a patchy pattern of population loss and retention in response to increased drought at the rear edge.
in Ecology letters

Watts S
(2022)
The benefits of mountain woodland restoration
in Restoration Ecology
Description | Assessing Individual And Local Scale Forest Vulnerability To Mortality From The 2019 Extreme Drought In Central Europe |
Amount | £52,418 (GBP) |
Funding ID | NE/V00929X/1 |
Organisation | Natural Environment Research Council |
Sector | Public |
Country | United Kingdom |
Start | 07/2020 |
End | 08/2022 |
Description | Forth Climate Forest |
Amount | £324,381 (GBP) |
Organisation | Woodland Trust |
Sector | Charity/Non Profit |
Country | United Kingdom |
Start | 02/2023 |
End | 01/2025 |
Description | Quantifying the 2022-2023 altitudinal range-wide tree mass-mortality event and probability of forest loss in Central Chile |
Amount | £76,638 (GBP) |
Funding ID | NE/Y004205/1 |
Organisation | Natural Environment Research Council |
Sector | Public |
Country | United Kingdom |
Start | 11/2023 |
End | 10/2024 |
Title | Post-drought forest inventory and tree canopy health data, Rh?n Biosphere Reserve, Germany, 2021 |
Description | This dataset comprises forest inventory (diameter at breast height, tree height, social class and relative crown distance) and tree canopy health data (extent of overall damage, discolouration and defoliation) collected in 2021 from sites within core protected areas of the UNESCO Rh?n Biosphere Reserve dominated by European beech (Fagus sylvatica) forest. The study forests were subject to the extreme drought event that impacted central Europe in 2018/2019 and this project sought to collect data to enable the analysis of individual tree and stand level characteristics that influence the response (canopy damage and defoliation) of European beech trees to extreme drought events. Field assessments of individual tree and stand canopy health were carried out within this project collecting data comprising canopy condition assessments and measurements of individual tree size and stand demography. |
Type Of Material | Database/Collection of data |
Year Produced | 2023 |
Provided To Others? | Yes |
Impact | Dataset in use to identify landscape-scale correlates of drought susceptibility in continuous forest |
Title | Unmanned aerial vehicle images of drought-stressed European beech forests in the Rh?n Biosphere Reserve, Germany, 2020 |
Description | This dataset comprises four RGB unmanned aerial vehicle (UAV) images collected in September 2020 of European beech (Fagus sylvatica) forest within core protected areas of the UNESCO Rh?n Biosphere Reserve, Germany. The study forests were subject to the extreme drought event that impacted central Europe in 2018/2019 and this project sought to collect data to enable the analysis of individual tree and stand level response (canopy damage and defoliation) of European beech trees to extreme drought events. The RGB images available in this dataset have approx. 3cm pixel size with an associated 10cm pixel digital elevation model (DEM) and are suitable for identifying individual trees and the degree of canopy damage (defoliation, discolouration, and mortality) sustained by individuals/stands within the forest. The work was supported by the Natural Environment Research Council (Grant NE/V00929X/1). |
Type Of Material | Database/Collection of data |
Year Produced | 2023 |
Provided To Others? | Yes |
Impact | Dataset in use to identify landscape-scale correlates of drought susceptibility in continuous forest |
URL | https://catalogue.ceh.ac.uk/id/b2d17962-3c7f-4193-a180-cde885d1a83e |
Description | Impacts of extreme events on tree growth |
Organisation | Technical University of Munich |
Country | Germany |
Sector | Academic/University |
PI Contribution | Currently collaborating on additional data analysis of the data collected under the NERC funded project |
Collaborator Contribution | Design and implementation of analysis |
Impact | Submission of NERC ForeSight grant with TUM as a project partner |
Start Year | 2013 |
Description | Technical University of Dresden |
Organisation | Technical University of Dresden |
Country | Germany |
Sector | Academic/University |
PI Contribution | Research partner in the ForeSight project working in close association with the UK team |
Collaborator Contribution | As above |
Impact | Training of postdoctoral researcher |
Start Year | 2019 |