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ROBIN: Reference Observatory of Basins for INternational hydrological climate change detection.

Lead Research Organisation: Centre for Ecology & Hydrology
Department Name: Water Resources (Wallingford)

Abstract

Global warming, associated with the burning of fossil fuels, is changing the world's climate, and with this, it is altering the water cycle. Future climate projections suggest hydrological extremes (floods and droughts) will become more frequent and severe - further heightening the already substantial impacts they cause to lives and livelihoods, as well as infrastructure and economies.

To adapt to future changes in water availability, we need projections of future flood and drought occurrence. Numerical simulation models are used to provide such scenarios, but they are very complex and highly uncertain. To better understand and constrain these model-based projections, we need to quantify emerging trends in the water cycle. This requires long records of past hydrological observations. River flows (the volume of water flowing in rivers) are especially useful because river flows integrate climate processes over the large areas covered by drainage basins. River flows are also, in practice, one way in which climate change will most impact society and the environment: through devastating floods at one end of the spectrum to droughts at the other, causing water shortages for public supply, industry, irrigation and wildlife.

Across the world, there have been many studies of long-term trends in river flow. Despite this past research, however, our confidence in observed trends remains very low - even in the major state-of-the-art IPCC reports, which have typically been cautious in their reporting of floods and droughts. The key reason is that most rivers are heavily modified by human disturbances (e.g. dams, large removals of water for irrigation, domestic or industrial consumption). These disturbances can obscure the 'signal' of climate change - that is, trends in many rivers may bear no relation to global warming and may in fact be opposing the climate trend, due to human modifications such as dam construction.

To detect climate-driven trends we need to analyse river basins that are relatively undisturbed by such human impacts. Recognizing this, some countries have declared 'Reference Hydrometric Networks' (RHNs) of locations where river flows are measured, and where human impacts are absent or minimal. However, to date there have been no efforts to integrate these globally. This is a problem for global assessments like the IPCC, as countries use different methods to assess trends, which limits comparison. Members of our consortium have previously pioneered a first trans-Atlantic study in this field. With the ROBIN initiative, we are now advancing a truly worldwide effort to bring together a global RHN.

As well as the network of river basins, ROBIN is the network of researchers and institutions sharing expertise. The network includes leading experts from Brazil, Chile, Malawi, South Africa, India, Thailand, New Zealand and Australia, augmenting our existing network across Europe and North America. Crucially, these new countries span a broad range of different climates and the partners also bring specific expertise (for example, unique knowledge of global datasets that can support ROBIN, or specialist analysis of 'ephemeral' rivers that often run dry).

ROBIN will engage other countries to expand over the lifetime of the project and set out a pathway to a sustainable legacy for the network going into the future. In this regard, crucially, ROBIN is supported by international organisations (UNESCO, WMO and the IPCC) who will ensure sustainability following the two-year project. ROBIN will also deliver the first truly global scale analysis of trends in river flows using undisturbed catchments. This will be a novel, high impact analysis in its own right, but will also showcase the potential of the network. Taken together, these activities will help realise the vision of ROBIN that future IPCC assessments will make more confident appraisals of climate change impacts on the water cycle, including floods and droughts.
 
Description The first version of the ROBIN network has been produced, with a dataset of some c.3000 stations from >30 countries. A DOI dataset has been made available in March 2025.
Exploitation Route The dataset will be used extensively by the hydrology community, globally, but it is only in its early stages.
Sectors Environment

 
Description The ROBIN network has been successful in establishing a first global 'Reference Hydrometric Network'. In doing so, a network of >3000 catchments across 30 countries, with >50 in-country participants, has been created as a community asset. This dataset has only just been made available (March 2025) so impacts of the dataest itself are not yet manifest. However, there has been considerable knowledge transfer and capacity building within the network, resulting in significant benefits to many countries that have gained expertise in definining near-natural 'RHN' like networks. Several countries are now using these networks for follow-up projects (e.g. in New Zealand). In addition, ROBIN has been influential with international hydrology/water initiatives, most notably it was featured in a UNESCO 'Open Hydrology manual as an exemplar. ROBIN analysis is also well underway - in addition, several analysis papers have been published on international trends, using precursor collaborations that predate (and have helped shape and influence) ROBIN. We expect further uptake and impacts and will update in due course.
First Year Of Impact 2024
Sector Environment
Impact Types Societal

 
Description ROBIN featured in UNESCO Open Hydrology Manual
Geographic Reach Multiple continents/international 
Policy Influence Type Citation in other policy documents
URL https://unesdoc.unesco.org/ark:/48223/pf0000390401/PDF/390401eng.pdf.multi
 
Description Options for Net Zero Plus and Climate Change Adaptation
Amount £9,440,200 (GBP)
Funding ID NE/X006247/1 
Organisation Natural Environment Research Council 
Sector Public
Country United Kingdom
Start 06/2022 
End 03/2026
 
Title Global hydrological dataset of daily streamflow data from the Reference Observatory of Basins for INternational hydrological climate change detection (ROBIN), 1863 - 2022 
Description The Reference Observatory of Basins for INternational hydrological climate change detection (ROBIN) dataset is a global hydrological dataset containing publicly available daily flow data for 2,386 gauging stations across the globe which have natural or near-natural catchments. Metadata is also provided alongside these stations for the Full ROBIN Dataset consisting of 3,060 gauging stations. Data were quality controlled by the central ROBIN team before being added to the dataset, and two levels of data quality are applied to guide users towards appropriate the data usage. Most records have data of at least 40 years with minimal missing data with data records starting in the late 19th Century for some sites through to 2022. ROBIN represents a significant advance in global-scale, accessible streamflow data. The project was funded the UK Natural Environment Research Council Global Partnership Seedcorn Fund - NE/W004038/1 and the NC-International programme [NE/X006247/1] delivering National Capability 
Type Of Material Database/Collection of data 
Year Produced 2024 
Provided To Others? Yes  
Impact None yet (only just released) 
URL https://catalogue.ceh.ac.uk/id/3b077711-f183-42f1-bac6-c892922c81f4
 
Title ROBIN Shapefiles 
Description Repository of catchment boundary shapefiles for those catchments featured in the main ROBIN dataset 
Type Of Material Database/Collection of data 
Year Produced 2024 
Provided To Others? Yes  
Impact These shapefiles will enable others to make more effcient analysis and allows our analsyses to be fully transparent, contributing to a robust scientific discussion 
URL https://github.com/NERC-CEH/ROBIN_pipeline/tree/main/Shapefiles
 
Title ROBIN Code Libraries 
Description The codes developed allow the community to run analyses on the ROBIN dataset. Already, it has allowed countries that aren't able to share raw data outside of their countries to share derived indicators instead (e.g. Vietnam). We envisage this will be used extensively in the hydro community and will be launching training in 2024. 
Type Of Technology Webtool/Application 
Year Produced 2023 
Impact within project so far, but impacts anticipated 
URL https://github.com/NERC-CEH/ROBIN_pipeline
 
Title tuwhydro/megafloods: Data and R code 
Description Data and R code 
Type Of Technology Software 
Year Produced 2024 
Open Source License? Yes  
URL https://zenodo.org/doi/10.5281/zenodo.13771956
 
Title tuwhydro/megafloods: Data and R code 
Description Data and R code 
Type Of Technology Software 
Year Produced 2024 
Open Source License? Yes  
URL https://zenodo.org/doi/10.5281/zenodo.13771955
 
Description British Hydrological Society Peter Wolf Symposium 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Postgraduate students
Results and Impact ROBIN presentation at early career symposium
Year(s) Of Engagement Activity 2022
 
Description Panel discussion at COP27 side event (UNESCO Pavillion) 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Panel discussion at the UNESCO Pavliion, a side event at COP27 (in Cairo and virually online), hosted by the ROBIN project. Panel event title: "A global perspective on Reference Hydrometric Networks - a vital part of detection and adaptation to support adaptation to hydrological change".

On the topic of international Reference Hydrometric Networks. Presentations from the ROBIN network, from Norway, New Zealand, Chile and the UK, then a panel made up of these presenters with a Q&A. Hosted and chaired by UNESCO-IHP (ROBIN supporting organisation)
Year(s) Of Engagement Activity 2022
URL https://en.unesco.org/node/357589
 
Description ROBIN - A Reference Observatory of Basins for INternational hydrological climate change detection - presentation at EGU 2022 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Overview presentation on ROBIN presented at EGU 2023 in Vienna, in the 'Large Scale Hydrology' Session. We also held a ROBIN Breakout meeting afterwards to raise awareness of the project among the intrnational science community.
Year(s) Of Engagement Activity 2022
 
Description ROBIN - A Reference Observatory of Basins for INternational hydrological climate change detection - presentation at global FRIEND symposium Dakar 2023 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Overview presentation on ROBIN presented at the Global FRIEND conference, Dakar.
Year(s) Of Engagement Activity 2023
URL https://en.unesco-montpellier.org/9th-friend-water-global-conference-1
 
Description ROBIN - A Reference Observatory of Basins for INternational hydrological climate change detection. Oral presentation at IAHS 2022 Scientific Assembly, Montpellier, France 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Overview presentation on ROBIN presented at the IAHS International Assembly in Montpelllier
Year(s) Of Engagement Activity 2022
URL https://meetingorganizer.copernicus.org/IAHS2022/IAHS2022-670.html
 
Description ROBIN - EURO-FRIEND Webinar 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Webinar to the EURO FRIEND Community introducing the ROBIN Network - part of a timetabled programme of webinars delivered to the international hydrology research community.
Year(s) Of Engagement Activity 2023
URL https://www.youtube.com/watch?v=QeTI_tlIFtU
 
Description ROBIN Network - International Analysis Drop In 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Gathering of ROBIN partners to dicuss the future analysis of the dataset
Year(s) Of Engagement Activity 2023
 
Description ROBIN Network - International Data Drop In 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Gathering of ROBIN partners to discuss data submission
Year(s) Of Engagement Activity 2023
 
Description ROBIN Network - international engagement meetings, Data and Analysis Workshop - April/May 2022 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact International Workshop outlining the approach for the ROBIN hydrometric data network and the analysis of hydrological datasets at the global scale
Year(s) Of Engagement Activity 2022
 
Description ROBIN Presentation at AGU 2024, Washington DC 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Jamie Hannaford presented about the ROBIN network at AGU, to inform North American (and wider global) audiences about the ROBIN dataset and analysis. At the same event, a side-event was held to enable interested parties to come and find out more about ROBIN.
Year(s) Of Engagement Activity 2024
URL https://agu.confex.com/agu/agu24/meetingapp.cgi/Paper/1536091
 
Description ROBIN Presentation at FRIEND Webinar '24 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Live presentation on ROBIN for the EUROFRIEND Workshop & training group, demonstrating ROBIN network appraisal approach, QC and analysis code libraries. Online, October 2024
Year(s) Of Engagement Activity 2024
URL https://www.youtube.com/watch?v=3dxzc9q5eOo&t=1733s
 
Description ROBIN Presentation at UNESCO Conference, Paris 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Policymakers/politicians
Results and Impact Live presentation on ROBIN to the UNESCO Climate Risk, Vulnerability and Resiilience Conference, Paris, April 2023
Year(s) Of Engagement Activity 2023
URL https://www.unesco.org/en/articles/international-conference-climate-risk-vulnerability-and-resilienc...
 
Description ROBIN Presentations at EGU 2024 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Two entries at European Geosciences Union, 2024:

Presentation on ROBIN Network and Dataset (Steve Turner)

Poster on ROBIN Analysis (Amit Kumar)
Year(s) Of Engagement Activity 2024
URL https://meetingorganizer.copernicus.org/EGU24/EGU24-17249.html
 
Description ROBIN Project Website 
Form Of Engagement Activity Engagement focused website, blog or social media channel
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact Project Website Launched for the ROBIN Project.
Year(s) Of Engagement Activity 2021
URL https://www.ceh.ac.uk/our-science/projects/robin
 
Description ROBIN at British Hydrological Society (BHS) Conference 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Poster on ROBIN at the BHS National Symposium, Oxford, Sept 2024
Year(s) Of Engagement Activity 2024
 
Description ROBIN presentation to international hydrological organisations 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact High-level introduction to the ROBIN project for the World Meteorological Organisation and UNESCO International Hydrological Programme.
Year(s) Of Engagement Activity 2021