Global modelling of local biodiversity responses to human impacts

Lead Research Organisation: Imperial College London
Department Name: Life Sciences

Abstract

Biodiversity is declining. Despite the commitment made by the Parties to the Convention on Biological Diversity (CBD) to reduce the rate of biodiversity loss by 2010, all the evidence shows that biodiversity is declining at steady or even accelerating rates, and that the pressures behind the decline are if anything getting worse. This is bad news, because every person in every country depends on ecosystem services - benefits that ecological systems provide to people - and the biodiversity that underpins it. These links are most direct for the hundreds of millions of people in the world's poorest countries who depend on local biodiversity for food, fibres, medicines and fuel.

As the deadline for the 2010 target came and went, problems became apparent with the biodiversity indicators scientists have used to assess trends. Because the 2010 target needed to be assessed quickly, existing indicators were designed around sets of data that researchers had already collated together. This led to biases because we know more about charismatic vertebrates than about insects, more about temperate than tropical biodiversity, and more about populations of single species than about the ecological communities of which they are parts. The rush also meant that some indicators might not be rigorous enough to support policy decisions - a real concern, given how any apparent weakness in the evidence for human-caused climate change is leapt on by vociferous critics. There is a need for scientifically rigorous indicators that reflect threats to biodiversity, the state of biodiversity, ecosystem services and policy responses.

The main threats facing biodiversity (often termed drivers or pressures) are the destruction, degradation and fragmentation of habitats, and the damage to individuals' fitness caused by exploitation, pollution and introduction of species from other parts of the world. We know that the highest proportions of threatened mammals, birds and amphibians are found in those regions where human pressures have recently become intense. We also know that some species and ecosystems have characteristics that make them better able than others to persist in spite of human actions. An urgent priority for research, therefore, is to model how the state of biodiversity is affected not only by threat intensities but also by ecological characteristics. Such a model will let us understand the complex spatial, temporal, taxonomic and ecological patterns of decline. We will also be able to use those models to make projections that can inform and support policy.

This proposal is a true partnership between a world-class university (Imperial College London), an intergovernmental conservation organisation (UNEP-WCMC), a leading biodiversity research institute (Institute of Zoology) and a world-leading technology company (Microsoft Research), sharing the aim of integrating existing data on biodiversity and human threats to produce the best possible basis for policy. We will also use the framework we develop to tackle a wide range of both fundamental and policy-relevant questions in biodiversity science.

UNEP-WCMC will use the framework for biodiversity projections in response to requests from decision-makers, including the international conventions, governments and businesses. We will meet guidelines laid down by the nascent Intergovernmental Science-Policy Platform on Biodiversity and Ecosystem Services (IPBES) to ensure the framework is fit for purpose. Because the framework is being developed as a true partnership between project partners, it will translate directly into evaluations of policy options for biodiversity management.

Planned Impact

We have identified three major beneficiaries from our proposal, as follows:

1. International policy organisations: Outputs from out empirical models have the potential inform international agreements and processes, such as model intercomparisons for the nascent Intergovernmental science-policy Platform on Biodiversity and Ecosystem Services (IPBES), or new assessments being established, e.g. UNEP's ongoing Global Environment Outlook (GEO) series or for future Global Biodiversity Outlooks (GBO) of the Convention on Biological Diversity. Further, biodiversity scenarios could inform decision making on the implementation of mechanisms to reduce emissions from deforestation and forest degradation (REDD+) being negotiated under UN Framework Convention on Climate Change (UNFCCC). For all these potential impacts, transparency, relevance and scientific rigour are extremely important. We will report completed findings from our models and projections in the next Global Environment Outlook report and in the follow-up to TEEB.

The biodiversity database created in this project could form part of the UK's contribution towards the Biodiversity Societal Benefit Area of the Group on Earth Observations (GEO), in particular the GEO Biodiversity Observation Network (GEO-BON).

UNEP-WCMC will use the framework for biodiversity projections in response to requests from decision-makers, including the international conventions, governments and businesses. We will meet guidelines laid down by the newly-formed Intergovernmental Science-Policy Platform on Biodiversity and Ecosystem Services (IPBES) to ensure the framework is fit for purpose. Because the framework is being developed as a true partnership between project partners, it will translate directly into evaluations of policy options for biodiversity management.

2. UK and other national governments: Model scenario outputs at sub-global spatial resolution might be of interest to national governments for national-scale biodiversity assessments and biodiversity conservation planning. Additionally, the UK government is a member of GEO, through Defra, so may benefit directly if the project fulfils part of their obligations.

3. Biodiversity conservation researchers: The empirical data bases that underpin our biodiversity models will add value to existing empirical data on biodiversity patterns, hopefully motivating further collection and collation of relevant data. Additionally, many researchers will be interested in results from the answers our analyses provide to a range of questions having both pure and applied interest; e.g., whether reductions in different facets of biodiversity - such as local abundance, functional diversity, or spatial turnover - decline smoothly and in step as threats increase or instead show possibly different thresholds; and whether biodiversity patterns in well-studied groups like mammals and birds can be used to predict broader patterns.

Publications

10 25 50
 
Description In terms of science, we have shown that land use and associated human pressures have severe and negative global effects on local terrestrial biodiversity. We have estimated the global average reduction in local species richness caused so far by these pressures, and projected losses forwards to 2100 under four alternative land-use scenarios that relate to different climate mitigation strategies. This work is not yet published but is in review. Our models are based on a database we have collated which is unprecedented in its size, taxonomic breadth and geographic coverage. It contains nearly 2% as many species as are known to science, and has over 20000 sites from over 90 countries worldwide. One of the most important things we have found is that literally hundreds of scientists worldwide are willing to share their data so that global models can be produced. Our database has therefore had the additional benefit of 'rescuing' many datasets that were previously at risk of being lost to science.

For more recent key findings, please refer to NE/J011193/2
Exploitation Route UNEP-WCMC has taken outputs from our models and used them in its conservation 'dashboard', providing country-specific estimates of how much terrestrial biodiversity has been lost
Sectors Agriculture, Food and Drink,Environment,Culture, Heritage, Museums and Collections

URL http://www.predicts.org.uk
 
Description Our global models of how local biodiversity have responded to land-use and associated changes were used in UNEP-WCMC's report, Towards a global map of natural capital: key ecosystem assets. Our models were also used to make projections of future changes under alternative land-use scenarios in Global Biodiversity Outlook 4. Both of these are major policy-oriented reports, marshalling the latest leading science.
First Year Of Impact 2014
Sector Environment
Impact Types Policy & public services

 
Description PREDICTS models and projections of biodiversity featured in Global Biodiversity Outlook 4
Geographic Reach Multiple continents/international 
Policy Influence Type Citation in other policy documents
URL http://www.cbd.int/gbo4/
 
Description Produced global map of terrestrial species-richness intactness used in Natural Capital report
Geographic Reach Multiple continents/international 
Policy Influence Type Citation in other policy documents
URL http://www.unep-wcmc.org/system/dataset_file_fields/files/000/000/232/original/NCR-LR_Mixed.pdf?1406...
 
Description Funded Placement: Latin American eScience Workshop 2013: Turning Data into Insight
Amount R$ 1 (BRL)
Organisation São Paulo Research Foundation (FAPESP) 
Sector Public
Country Brazil
Start 05/2013 
End 05/2013
 
Description Training and Travel Grant
Amount £300 (GBP)
Funding ID 4393-5366 
Organisation British Ecological Society 
Sector Charity/Non Profit
Country United Kingdom
Start 04/2013 
End 04/2013
 
Title PREDICTS biodiversity database 
Description Design and implementation of database to hold biodiversity data provided by other researchers, and import of the first 500,000 records 
Type Of Material Database/Collection of data 
Provided To Others? No  
Impact Developing this database led to important refinements in our processes for obtaining, processing, curating and managing data, strengthening the project as a whole. 
URL http://www.predicts.org.uk
 
Title PREDICTS database (update) 
Description The PREDICTS database now holds over 2.4 million records, covering over 37,000 species (2% of the number formally described) and over 20,000 sites (from over 90 countries). A paper describing this database is now in press, with over 200 authors; it makes study-level metadata available. As per our agreement with data contributors, the full database will be made available in mid-2015. 
Type Of Material Database/Collection of data 
Provided To Others? No  
Impact We have built a global network of hundreds of researchers, and the database underpins the modelling in our current and forthcoming papers 
URL http://www.predicts.org.uk
 
Title PREDICTS database (update) 
Description The PREDICTS database now holds over 3.3 million records, covering over 50,000 species (2.5% as many as have been formally described) and over 29,000 sites (from 97 countries). We published a paper describing how the database was put together in 2014, making study-level metadata available. A manuscript describing and releasing the full database is currently in draft; we had intended to submit it for publication by now but it will be submitted within a few weeks. 
Type Of Material Database/Collection of data 
Provided To Others? No  
Impact This database underpins all of the analyses undertaken as part of the PREDICTS project, including our 2015 Nature paper (Newbold et al. Nature 520:45-50). 
 
Title The 2016 release of the PREDICTS database 
Description A dataset of 3,250,404 measurements, collated from 26,114 sampling locations in 94 countries and representing 47,044 species. The data were collated from 480 existing spatial comparisons of local-scale biodiversity exposed to different intensities and types of anthropogenic pressures, from terrestrial sites around the world. The database was assembled as part of the PREDICTS project - Projecting Responses of Ecological Diversity In Changing Terrestrial Systems; www.predicts.org.uk. The taxonomic identifications provided in the original data sets are those determined at the time of the original research, and so will not reflect subsequent taxonomic changes. This dataset is described in 10.1002/ece3.2579. A description of the way that this dataset was assembled is given in 10.1002/ece3.1303. columns.csv: Description of data extract columns database.zip: Database in zipped CSV format database.rds: Database in RDS format sites.zip: Site-level summaries in compressed CSV format sites.rds: Site-level summaries in RDS format references.csv: Data references in CSV format references.bib: Data references in BibTeX format 
Type Of Material Database/Collection of data 
Year Produced 2016 
Provided To Others? Yes  
Impact The PREDICTS database underpins all the analytical publications from this grant. The most notable impact is that the Biodiversity Intactness Index (from Newbold et al. 2016 Science) is being widely adopted as an indicator of how broad-sense biodiversity is responding to human pressures around land-use change, already featuring in e.g. the 2016 UK State of Nature report. 
URL http://data.nhm.ac.uk/dataset/the-2016-release-of-the-predicts-database
 
Description Collaboration on biodiversity indicators with CSIRO Australia 
Organisation Commonwealth Scientific and Industrial Research Organisation
Country Australia 
Sector Public 
PI Contribution We are providing models of how local biodiversity responds to land use and related pressures globally. This has formed one of the inputs into the BILBI model of terrestrial biodiversity under habitat loss, degradation and climate change. A manuscript is in preparation.
Collaborator Contribution CSIRO are providing global downscaled land-use data at 1km resolution
Impact Two indicators - the Local Biotic Intactness Index and the Biodiversity Habitat Index - come from this collaboration, and both are currently under consideration by the Convention on Biological Diversity having been supported by the GEO BON.
Start Year 2015
 
Description Endorsement by GEO-BON 
Organisation Group on Earth Observations (GEO)
Department Biodiversity Observation Network (GEO-BON)
Country Switzerland 
Sector Charity/Non Profit 
PI Contribution PREDICTS has been officially endorsed by the GEO-BON (Group on Earth Observations - Biodiversity Observing Network); we will make our data freely available to them at the culmination of the project.
Start Year 2013
 
Description Formal agreement with Vivid Economics 
Organisation Vivid Economics
Country United Kingdom 
Sector Private 
PI Contribution Andy Purvis, Adriana De Palma and Ricardo Gonzalez have used the modelling and projection frameworks arising from two NERC awards to project the consequences of land-use scenarios for the global mean Biodiversity Intactness Index. This has enabled construction and analysis of policy intervention scenarios to compare the costs of immediate vs delayed action in stabilising BII at current levels by 2050, forming the basis of a report, The Urgency of Biodiversity Action, commissioned by HM Treasury as part of the evidence to the Dasgupta Review of the Economics of Biodiversity.
Collaborator Contribution Vivid Economics worked with us to harmonize the integrated assessment model they use to model land use (MAgPIE) with our framework, and then provided the land-use change scenarios. We wrote the report together.
Impact The report can be downloaded from here - https://www.nhm.ac.uk/content/dam/nhmwww/our-science/our-work/biodiversity/predicts/the_urgency_of_biodiversity_action.pdf - and is now being written up as a paper.
Start Year 2020
 
Description Land use-Biodiversity-Ecosystem Services working group 
Organisation German Centre for Integrative Biodiversity Research
Country Germany 
Sector Charity/Non Profit 
PI Contribution PDRA and PhD student involved in working group
Collaborator Contribution Members of all the partnership organisation are also involved in the working group
Impact None yet, but there is a manuscript about to be submitted.
Start Year 2013
 
Description Land use-Biodiversity-Ecosystem Services working group 
Organisation Helmholtz Association of German Research Centres
Country Germany 
Sector Academic/University 
PI Contribution PDRA and PhD student involved in working group
Collaborator Contribution Members of all the partnership organisation are also involved in the working group
Impact None yet, but there is a manuscript about to be submitted.
Start Year 2013
 
Description Land use-Biodiversity-Ecosystem Services working group 
Organisation National Socio-Environmental Synthesis Center (SESYNC)
Country United States 
Sector Public 
PI Contribution PDRA and PhD student involved in working group
Collaborator Contribution Members of all the partnership organisation are also involved in the working group
Impact None yet, but there is a manuscript about to be submitted.
Start Year 2013
 
Description British Ecological Society Macroecology conference 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Some discussion after talk

No immediate impacts
Year(s) Of Engagement Activity 2014
 
Description Cambridge Climate and Sustainability Forum 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Undergraduate students
Results and Impact The students engaged in a lively discussion of the trade-offs between climate-change mitigation, land-use change and biodiversity

No obvious impacts
Year(s) Of Engagement Activity 2014
URL http://www.cambridgeclimateforum.org/ccf-2014.html
 
Description Defining Biodiversity workshop 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact The talk led to an interesting discussion on what aspects of biodiversity humanity should value, and how we measure and predict this

The discussion may lead to the publication of a scientific paper
Year(s) Of Engagement Activity 2014
URL http://www.bris.ac.uk/cabot/events/2014/484.html
 
Description Global Biodiversity Outlook 4 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? Yes
Geographic Reach International
Primary Audience Policymakers/politicians
Results and Impact The main finding of the report was that we are not on track to meet most of the current set of internationally agreed targets for biodiversity, but that more of these targets will be met under certain scenarios that mitigate human impacts.

The release of the Global Biodiversity Outlook 4 report generated substantial media interest in many countries.
Year(s) Of Engagement Activity 2013,2014
URL http://www.cbd.int/gbo4/
 
Description IARU Sustainability Science Congress 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact The talk was received with interest, and I was approached by the director of the Global Biodiversity Information Facility to ask about data.

No obvious immediate impact
Year(s) Of Engagement Activity 2014
URL http://sustainability.ku.dk/iarucongress2014/
 
Description INTECOL conference 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact The talk was well received.

Following the talk, the New Scientist ran an article and editorial on the project.
Year(s) Of Engagement Activity 2013
 
Description New Scientist coverage 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact New Scientist published an editorial and leading article on the PREDICTS project

No obvious impact beyond increased awareness of the project
Year(s) Of Engagement Activity 2013
URL http://www.newscientist.com/article/mg21929333.000-stop-global-warming-and-save-biodiversity-yes-we-...
 
Description Public outreach activity at Science Uncovered event at the Natural History Museum, London. 
Form Of Engagement Activity Participation in an open day or visit at my research institution
Part Of Official Scheme? Yes
Geographic Reach Local
Primary Audience Public/other audiences
Results and Impact A team of five PREDICTS researchers explained the project and its implications to members of the public, leading to many interesting discussions. The overall event attracted over 8000 people; our team engaged with around 50 over the 1.5 hours we were presenting.

Fifteen members of the public followed up by visiting the project website or emailing the team; several looked at our most recent research paper.
Year(s) Of Engagement Activity 2014
 
Description Science Uncovered - Natural History Museum (September 2013) 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? Yes
Geographic Reach National
Primary Audience Schools
Results and Impact Science Uncovered is a widely-advertised and well-attended public outreach event hosted at the Natural History Museum in London, where scientist engage with the public face-to-face basis to discuss their research and its implications in an informal setting. I represented Imperial College London, accompanied by two PhD students, and discussed my group's work, which included the current grant, under the general theme of ecological responses and alterations to energy flux in food webs due to environmental stressors. At our stall we spoke to several hundred visitors throughout the day.

See description above.
Year(s) Of Engagement Activity 2013