Union-wide
Community-led
Inter- and Transdisciplinary Sessions
Disciplinary sessions

HS – Hydrological Sciences

Programme group chair: Alberto Viglione

MAL15
Henry Darcy Medal Lecture by Marc F. P. Bierkens
Conveners: Maria-Helena Ramos, Alberto Viglione
Abstract
| Tue, 25 Apr, 19:00–20:00 (CEST)
 
Room B
Tue, 19:00
MAL17
John Dalton Medal Lecture by Taikan Oki
Conveners: Maria-Helena Ramos, Alberto Viglione
Abstract
| Thu, 27 Apr, 19:00–20:00 (CEST)
 
Room B
Thu, 19:00
MAL41
HS Division Outstanding ECS Award Lecture by Inge de Graaf
Conveners: Maria-Helena Ramos, Alberto Viglione
Abstract
| Thu, 27 Apr, 14:00–14:30 (CEST)
 
Room 2.44
Thu, 14:00
DM7
Division meeting for Hydrological Sciences (HS)
Co-organized by HS
Conveners: Maria-Helena Ramos, Alberto Viglione
Tue, 25 Apr, 12:45–13:45 (CEST)
 
Room B
Tue, 12:45
NET12
20 years of EGU and contributions from the hydrological sciences
Co-organized by HS
Convener: Alberto Viglione
Programme
| Thu, 27 Apr, 16:15–18:00 (CEST)
 
Room E1
Thu, 16:15

HS1 – General Hydrology

Programme group scientific officers: Alberto Viglione, Maria-Helena Ramos

HS1.1 – Hydrological Sciences for Policy and Society

Programme group scientific officers: Alberto Viglione, Maria-Helena Ramos

HS1.1.1

The science-policy interface is not just as a way to increase the impact of our science, but it is also a scientific subject in itself. It presents several challenges to both scientists and policy-makers. They include understanding the different steps in the policy cycle: from setting the agenda to formulating, adopting, implementing, monitoring and evaluating polices. It is also crucial to know which facts and evidences are most needed at each step, so scientists can provide the best information at the right time and in the best way.

This session provides the opportunity for discussing and addressing the necessary skills to facilitate the uptake of hydrological sciences in policy formulation and implementation. We will discuss expectations, actual practice, research challenges and the skills that enable (or prevent) advances in the field.

This session will host invited-talks only and an interactive online/on-site panel discussion with the audience.

Public information:

Come and join our discussions! Our solicited speakers are:

- Gari Villa-Landa Sokolova, Senior Policy Advisor – Water Services at EurEau, Brussels. Virtual presentation: Evolution of the water acquis and policy making

- Janez Susnik, Associate Professor at the Land and Water Management Department of IHE, Delft, Coordinator of the NEXOGENESIS H2020 project on Facilitating the next generation of effective and intelligent water-related policies. Onsite presentation: Assessing policy impacts in complex resource systems

- Abou Amani, Director of the Division of Water Sciences and Secretary of the Intergovernmental Hydrological Programme (IHP) at UNESCO, Paris. Virtual presentation: The new IHP-IX: Strategic Plan of the Intergovernmental Hydrological Programme (Science for a Water Secure World in a Changing Environment)

The talks will be preceded by an introduction by Sophie Berger (Policy Officer, Mission on adaptation to Climate Change, European Commission, DG Research and innovation, Brussels).

An open panel will allow us to discuss the topic together, with invited pitches from mid-career scientists: Niko Wanders (Utrecht University) and Letícia S. Lima (Universitat Autònoma de Barcelona).

Convener: Maria-Helena Ramos | Co-conveners: Elena Toth, Wouter Buytaert, Micha Werner
Programme
| Mon, 24 Apr, 14:00–15:45 (CEST)
 
Room 3.16/17
Mon, 14:00
HS1.1.3 | PICO

This session welcomes abstracts that consider how to observe, model and analyse interactions of people and water, and the effects of social and environmental changes on hydrological systems. It is organised as part of the finalisation and synthesis activities of the IAHS Panta Rhei hydrological decade 2013-2023; and focuses on gains in our understanding of dynamic human-water systems.
Examples of relevant topics include:
- Observations of human impacts on, and responses to, hydrological change.
- Interactions of communities with local water resources.
- Hydrological models that include anthropogenic effects.
- Creation of databases describing hydrology in human-impacted systems.
- Data analysis and comparisons of human-water systems around the globe and especially in developing and emerging countries.
- Human interactions with hydrological extremes, i.e. floods and droughts, and water scarcity.
- The role of gender, age, and cultural background in the impacts of hydrological extremes (floods and droughts), risk perception, and during/after crises and emergencies.

Co-sponsored by IAHS
Convener: Heidi Kreibich | Co-conveners: Fuqiang Tian, Anne Van Loon, Giuliano Di Baldassarre
PICO
| Tue, 25 Apr, 08:30–12:30 (CEST), 14:00–15:45 (CEST)
 
PICO spot 4
Tue, 08:30
HS1.1.4 | PICO

The science-policy-practice (SPP) nexus approach is considered optimal in the sustainable management and governance of water resources, which lies at the heart of the global development. Whilst the science-policy interaction has received considerable attention, the practice component of this nexus remains to be comprehensively promoted for both improving operational hydrology services and achieving science-informed policies.
Operational hydrology as part of practice is defined by the World Meteorological Organization (WMO) as “the real-time and regular measurement, collection, processing, archiving and distribution of hydrological, hydrometeorological and cryospheric data, and the generation of analyses, models, forecasts and warnings which inform water resources management and support water-related decisions, across a spectrum of temporal and spatial scales'' (WMO, 2019). The operationalization of research for hydrological services is not straightforward.
Whilst applied hydrology research is of direct relevance to many professionals - such as national hydromet agencies and catchment managers - uptake is still limited. Development and sharing of methods/tools by the scientific community is necessary for translating scientific information into a format facilitating education, decisionmaking and policy formulation (UNESCO IHP IX, 2022-2029). Making hydrology research actionable should be a priority strategy in the design of knowledge translation mechanisms. In the context of SPP, this requires alignment of needs/expectations and an understanding of the frameworks that different stakeholders must work within, and the agendas/ legal constraints contemporary and salient to them and their funders.
Liaising with stakeholders, policy-makers, and society is needed not only to turn research into impactful action but also to improve research outcomes by capturing issues that cannot be understood via disciplinary lenses. It is necessary to create the interdisciplinary knowledge needed to address the questions faced by decision-makers and all the societal stakeholders.
For this session, we welcome contributions on interdisciplinary collaborations and existing hydrology initiatives, organizations, and networks that offer modalities and frameworks aimed at connecting typically isolated stakeholders of research and improving hydrological research-services interface on various scales and directions.

Co-sponsored by WMO and UNESCO
Convener: Nilay Dogulu | Co-conveners: Stephan Dietrich, Ellen Gute, Ben Howard, Britta Höllermann, Thomas Thaler, Elena Toth
PICO
| Fri, 28 Apr, 16:15–18:00 (CEST)
 
PICO spot 3b
Fri, 16:15
EOS2.4 EDI

Hydrology training, education and teaching is central to advancement of hydrological sciences, practice and policy. This session aims to revive the earlier discussions on hydrology education while taking a fresh perspective on the transformative principles and approaches required in a new era of advanced technology, knowledge generation and science governance. The transition to online education (during the covid-19 lockdown), the rising interdisciplinary nature of hydrology as well as greater support for open as well as citizen science emphasises the need for hydrologists to adapt their teaching and learning processes. These include curriculum development, design of hybrid teaching formats (e.g., online field trips), inclusion of coding and laboratory experiments in classes, creating open educational resources and tools, testing new examination methods, and transdisciplinary learning. With increasing scope and responsibility of teaching, there is also greater interest in teaching as an academic career path. Overall, it is high time that the hydrology community take steps towards envisioning a better future for hydrology education. To this end, our session gives the opportunity for a joint dialogue between teaching enthusiasts. We invite contributions, especially by early career scientists, that share experiences (e.g., lessons learned, best practices), offer critical perspectives (e.g., the need for a new hydrology textbook) or discuss future ways forward (e.g., establishing more BSc degrees in hydrology).

We will start off with the solicited presentation by Christopher Skinner (virtual). Next, the first half will be dedicated to on-site poster presentations (5 min/poster) with a kickoff tour guided by conveners (random visitors can join whenever they do); while the second half will be for a virtual component on gather.town.

Public information:

We are also organizing a splinter meeting the next day! It is on Thursday between 10:45–12:30 (in Room 2.43 of the red floor). All hydrology teaching and education enthusiasts are welcome to join, see the details here:

  • SPM37 Education and teaching in hydrology: changing values and practices for a new era https://meetingorganizer.copernicus.org/EGU23/session/47710 
Co-organized by HS1.1, co-sponsored by WMO and UNESCO
Convener: Martine Rutten | Co-conveners: Nilay Dogulu, Diana Spieler, John Gannon, John Selker
Posters on site
| Attendance Wed, 26 Apr, 14:00–15:45 (CEST)
 
Hall X2
Posters virtual
| Wed, 26 Apr, 14:00–15:45 (CEST)
 
vHall EOS
Wed, 14:00
Wed, 14:00

HS1.2 – Innovative sensors and monitoring in hydrology

Programme group scientific officers: Alberto Viglione, Maria-Helena Ramos

HS1.2.1 EDI

The MacGyver session focuses on novel sensors made, or data sources unlocked, by scientists. All geoscientists are invited to present:
- new sensor systems, using technologies in novel or unintended ways,
- new data storage or transmission solutions sending data from the field with LoRa, WIFI, GSM, or any other nifty approach,
- started initiatives (e.g., Open-Sensing.org) that facilitate the creation and sharing of novel sensors, data acquisition and transmission systems.

Connected a sensor to an Arduino or Raspberri Pi? Used the new Lidar in the new iPhone to measure something relevant for hydrology? 3D printed an automated water quality sampler? Or build a Cloud Storage system from Open Source Components? Show it!

New methods in hydrology, plant physiology, seismology, remote sensing, ecology, etc. are all welcome. Bring prototypes and demonstrations to make this the most exciting Poster Only (!) session of the General Assembly.

The MacGyver session this year teams up with the Frontiers in river flow monitoring session. The 'author in attendance' blocks are in the early morning and late afternoon. In between those two block we organize a field session with hands-on on different state of the art hydrometry techniques. Bring your own measurement system and show case it, or join us to see others demonstrate their devices! Details on this field trip:

Monday, 24th of April, 10:30 to 16:00 hrs
Departure by bus at 10:30 hrs from AVC Center
Platz der Vereinten Nationen close to underground station Kaisermühlen VIC
Lunch and beverages will be provided

If you are interested please send us an email: pena@photrack.ch

This session is co-sponsered by MOXXI, the working group on novel observational methods of the IAHS.

Co-organized by BG2/GI1
Convener: Rolf Hut | Co-conveners: Theresa Blume, Marvin Reich, Andy Wickert, Salvador Peña-Haro, Gabriel Sentlinger, Christoph Sommer
Posters on site
| Attendance Mon, 24 Apr, 16:15–18:00 (CEST)
 
Hall A
Posters virtual
| Mon, 24 Apr, 16:15–18:00 (CEST)
 
vHall HS
Mon, 16:15
Mon, 16:15
HS1.2.2 EDI

Water is our planet’s most vital resource, and the primary agent in some of the biggest hazards facing society and nature. Recent extreme heat and flood events are clear demonstrations of how our planet’s climate is changing, underlining the significance of water both as a threat and as an increasingly volatile resource.
The accurate and timely measurement of streamflow is therefore more critical than ever to enable the management of water for ecology, for people and industry, for flood risk management and for understanding changes to the hydrological regime. Despite this, effective monitoring networks remain scarce, under-resourced, and often under threat on a global scale. Even where they exist, observational networks are increasingly inadequate when faced with extreme conditions, and lack the precision and spatial coverage to fully represent crucial aspects of the hydrological cycle.

This session aims to tackle this problem by inviting presentations that demonstrate new and improved methods and approaches to streamflow monitoring, including:
1) Innovative methodologies for measuring/modelling/estimating river stream flows;
2) Real-time acquisition of hydrological variables;
3) Remote sensing and earth observation techniques for hydrological & morphological monitoring;
4) Measurement in extreme conditions associated with the changing climate;
5) Measurement of sudden-onset extreme flows associated with catastrophic events;
6) Strategies to quantify and describe hydro-morphological evolution of rivers;
7) New methods to cope with data-scarce environments;
8) Inter-comparison of innovative & classical models and approaches;
9) Evolution and refinement of existing methods;
10) Guidelines and standards for hydro-morphological streamflow monitoring;
11) Quantification of uncertainties;
12) Development of expert networks to advance methods.

Contributions are welcome with an emphasis on innovation, efficiency, operator safety, and meeting the growing challenges associated with the changing climate, and with natural and anthropogenically driven disasters such as dam failures and flash floods.

Additionally, presentations will be welcomed which explore options for greater collaboration in advancing river flow methods and which link innovative research to operational monitoring.

Public information:

A session examining all the latest methods for measurement of streamflow, for floods, droughts and everything in between.

Co-organized by GM5
Convener: Nick Everard | Co-conveners: Alexandre Hauet, Anette Eltner, Silvano F. Dal Sasso, Alonso Pizarro
Orals
| Wed, 26 Apr, 10:45–12:30 (CEST)
 
Room 2.15
Posters on site
| Attendance Wed, 26 Apr, 14:00–15:45 (CEST)
 
Hall A
Posters virtual
| Wed, 26 Apr, 14:00–15:45 (CEST)
 
vHall HS
Orals |
Wed, 10:45
Wed, 14:00
Wed, 14:00

HS1.3 – Cross-cutting hydrological sessions

Programme group scientific officers: Alberto Viglione, Maria-Helena Ramos

HS1.3.1 EDI

Many papers have advised on careful consideration of the approaches and methods we choose for our hydrological modelling studies as they potentially affect our modelling results and conclusions. However, there is no common and consistently updated guidance on what good modelling practice is and how it has evolved since e.g. Klemes (1986), Refsgaard & Henriksen (2004) or Jakeman et al. (2006). In recent years several papers have proposed useful practices such as benchmarking (e.g. Seibert et al., 2018), controlled model comparison (e.g. Clark et al., 2011), careful selection of calibration periods (e.g. Motavita et al., 2019) and methods (e.g. Fowler et al., 2018 ), or testing the impact of subjective modelling decisions along the modelling chain (Melsen et al., 2019). However, despite their very justified existence, none of the proposed methods have become quite as common and indispensable as the split sample test (KlemeŠ, 1986) and its generalisation to cross-validation.

This session intends to provide a platform for a visible and ongoing discussion on what ought to be the current standard(s) for an appropriate modelling protocol that considers uncertainty in all its facets and promotes transparency in the quest for robust and reliable results. We aim to bring together, highlight and foster work that develops, applies, or evaluates procedures for a trustworthy modelling workflow or that investigates good modelling practices for particular aspects of the workflow. We invite research that aims to improve the scientific basis of the entire modelling chain and puts good modelling practice in focus again. This might include (but is not limited to) contributions on:

(1) Benchmarking model results
(2) Developing robust calibration and evaluation frameworks
(3) Going beyond common metrics in assessing model performance and realism
(4) Conducting controlled model comparison studies
(5) Developing modelling protocols and/or reproducible workflows
(6) Examples of adopting the FAIR (Findable, Accessible, Interoperable and Reusable) principles in the modelling chain
(7) Investigating subjectivity along the modelling chain
(8) Uncertainty propagation along the modelling chain
(9) Communicating model results and their uncertainty to end users of model results
(10) Evaluating implications of model limitations and identifying priorities for future model development and data acquisition planning

Convener: Diana Spieler | Co-conveners: Keirnan Fowler, Lieke Melsen, Wouter Knoben
Orals
| Wed, 26 Apr, 16:15–17:55 (CEST)
 
Room 2.15
Posters on site
| Attendance Wed, 26 Apr, 14:00–15:45 (CEST)
 
Hall A
Posters virtual
| Wed, 26 Apr, 14:00–15:45 (CEST)
 
vHall HS
Orals |
Wed, 16:15
Wed, 14:00
Wed, 14:00
HS1.3.2 EDI | PICO

This session focuses on advances in theoretical, methodological and applied studies in hydrologic and broader earth system dynamics, regimes, transitions and extremes, along with their physical understanding, predictability and uncertainty, across multiple spatiotemporal scales.

The session further encourages discussion on interdisciplinary physical and data-based approaches to system dynamics in hydrology and broader geosciences, ranging from novel advances in stochastic, computational, information-theoretic and dynamical system analysis, to cross-cutting emerging pathways in information physics.

Contributions are gathered from a diverse community in hydrology and the broader geosciences, working with diverse approaches ranging from dynamical modelling to data mining, machine learning and analysis with physical process understanding in mind.

The session further encompasses practical aspects of working with system analytics and information theoretic approaches for model evaluation and uncertainty analysis, causal inference and process networks, hydrological and geophysical automated learning and prediction.

The operational scope ranges from the discussion of mathematical foundations to development and deployment of practical applications to real-world spatially distributed problems.

The methodological scope encompasses both inverse (data-based) information-theoretic and machine learning discovery tools to first-principled (process-based) forward modelling perspectives and their interconnections across the interdisciplinary mathematics and physics of information in the geosciences.

Take part in a thrilling session exploring and discussing promising avenues in system dynamics and information discovery, quantification, modelling and interpretation, where methodological ingenuity and natural process understanding come together to shed light onto fundamental theoretical aspects to build innovative methodologies to tackle real-world challenges facing our planet.

Co-organized by NP2
Convener: Rui A. P. Perdigão | Co-conveners: Julia Hall, Cristina Prieto, Maria Kireeva, Shaun Harrigan
PICO
| Tue, 25 Apr, 16:15–18:00 (CEST)
 
PICO spot 4
Tue, 16:15

HS2 – Catchment hydrology

Programme group scientific officers: Björn Guse, Miriam Glendell

PGM1
Sub-programme group meeting HS2 (by invitation only)
Conveners: Miriam Glendell, Björn Guse
Thu, 27 Apr, 12:30–14:00 (CEST)
 
Room 2.32
Thu, 12:30

HS2.1 – Catchment hydrology in diverse climates and environments

Programme group scientific officers: Björn Guse, Miriam Glendell

HS2.1.1

Water is a strategic issue in the Mediterranean region, mainly because of the scarcity of the available resources, in quantity and/or quality. The Mediterranean climate and the surface hydrology are characterized by a strong variability in time and space and the importance of extreme events, droughts and floods. This irregularity is also met at a lower level in aquifers dynamics. During the last century, modifications of all kinds and intensities have affected surface conditions and water uses. The Mediterranean hydrology is then continuously evolving.

This session intends to identify and analyse the changes in the Mediterranean hydrology, in terms of processes, fluxes, location. It will gather specialists in observation and modeling of the various water fluxes and redistribution processes within the catchments.
Contributions addressing the following topics are welcome:

• Spectacular case studies of rapid changes in water resources;
• Using various sources of information for comparing past and present conditions;
• Differentiating climatic and anthropogenic drivers (including GCM reanalysis);
• Modelling hydrological changes (in surface and/or ground water);
• Impacts of extreme events on water systems.

Convener: Lionel Jarlan | Co-conveners: Simon Gascoin, Said Khabba, María José Polo, Yves Tramblay
Orals
| Mon, 24 Apr, 08:30–10:15 (CEST)
 
Room 2.31
Posters on site
| Attendance Mon, 24 Apr, 10:45–12:30 (CEST)
 
Hall A
Posters virtual
| Mon, 24 Apr, 10:45–12:30 (CEST)
 
vHall HS
Orals |
Mon, 08:30
Mon, 10:45
Mon, 10:45
HS2.1.2 EDI | PICO

The African continent is experiencing various impacts of climate induced sequential droughts, floods, heatwaves, and alteration between two extremes. These changes are causing water and food insecurity in the region. The advances seen in hydrological models in better reproductions of observed variables such as streamflow and water availability are improving predictions of socio-economic risks of floods, droughts, and water stress. However, in data-sparse regions the use of hydroclimatic models for disaster risk reductions still requires improvement.

This session aims to bring together communities working on different strands of African hydrology, climate risks, water and food security, and environmental risks. We welcome both fundamental and applied research in the areas of hydrological process understanding, monitoring, drought/flood forecasting and mapping, seasonal forecasting, water resources management, climate impact assessment and societal implications. Interdisciplinary studies that combine the physical drivers of water-related risks and their socio-economic impacts in Africa are encouraged. Case studies showcasing practical innovative solutions relevant for decision making under large uncertainty are welcomed.

Convener: Meron Teferi Taye | Co-conveners: Fiachra O'Loughlin, Peter Burek
PICO
| Thu, 27 Apr, 08:30–10:15 (CEST)
 
PICO spot 3b
Thu, 08:30
HS2.1.4 EDI

Water is the main influencing factor for life in drylands. Dryland ecosystems and their inhabitants strongly rely on the scarce and often intermittent water availability in these regions. Drylands' characteristics make them more vulnerable to climate variability and more susceptible to the impact of extreme events. These events can reshape the landscape through the mobilisation of surface sediments and forming sedimentary deposits, which preserve and allow the reconstruction of past states of the Earth's system, including changes in the extent of deserts. Nevertheless, the study of hydroclimatic processes in drylands remains at the periphery of many geoscientific fields. A proper understanding of the hydrological, hydrometeorological and climatic processes in these regions is a cornerstone to achieve the proposed sustainable development goals we set for the end of this century.

This session brings together scientific disciplines addressing drylands' full range of environmental and water-related processes. The purpose is to foster interdisciplinary research and expand knowledge and methods established in individual subdisciplines.

Convener: Nazaré Suziane Soares | Co-conveners: Moshe Armon, Rodolfo Nóbrega, Andries Jan De Vries, Pedro Alencar, Kathryn Fitzsimmons, Yves Tramblay
Orals
| Mon, 24 Apr, 10:45–12:30 (CEST)
 
Room 2.31
Posters on site
| Attendance Mon, 24 Apr, 16:15–18:00 (CEST)
 
Hall A
Posters virtual
| Mon, 24 Apr, 16:15–18:00 (CEST)
 
vHall HS
Orals |
Mon, 10:45
Mon, 16:15
Mon, 16:15
HS2.1.5 EDI

Forests primarily regulate water, energy, and carbon cycles. Maintaining forest functional integrity is fundamental to the sustainability of ecosystems, societies, and human development as described in the UN Sustainable Development Goals.
Global change and anthropogenic intervention are putting enormous pressure on forests, affecting the ecosystem services they provide through water quantity and quality, and biogeochemical cycles. The conventional wisdom that forest hydrology emphasizes the role of forests and forest management practices on runoff generation and water quality has expanded in light of rapid global change. Some of the largest pristine forest areas are in the tropics and have undergone drastic changes in land use in recent decades. Although novel modeling and observational techniques have been applied as alternatives to develop cutting-edge research, these tropical systems remain notably underrepresented in hydrological studies compared to temperate regions, especially concerning long-term experimental setups and monitoring networks.
Improving our understanding of how hydrological processes in the forest are determined by time-invariant factors and time-varying controls, as well as how forest catchments respond to dynamic environmental conditions and disturbances, will depend critically on understanding forest-water interactions. Building this knowledge requires interdisciplinary approaches in combination with new monitoring methods and modeling efforts.
This session brings together studies that will improve our understanding and stimulate debate on the impact of global change on hydrological processes in forest systems at different scales.
We invite field experimentalists and modelers working in forests from boreal to tropical regions to submit contributions that:
1) Improve our understanding of forest (eco)hydrological processes using an experimental or modeling approach or a combination of both;
2) Assess the hydrology-related impacts of land use/cover change and environmental disturbances on forested systems;
3) Feature innovative methods and observational techniques, such as optical sensors, tracer-based experiments, monitoring networks, citizen science, and drones, that reveal new insights or data sources in forest hydrology;
4) Include interdisciplinary research that supports consideration of overlooked soil-plant-atmosphere components in hydrological studies.

Convener: Alicia Correa | Co-conveners: Daniele Penna, Luisa Hopp, Rodolfo Nóbrega
Orals
| Mon, 24 Apr, 14:00–15:45 (CEST)
 
Room 2.17
Posters on site
| Attendance Mon, 24 Apr, 10:45–12:30 (CEST)
 
Hall A
Posters virtual
| Mon, 24 Apr, 10:45–12:30 (CEST)
 
vHall HS
Orals |
Mon, 14:00
Mon, 10:45
Mon, 10:45
HS2.1.6 EDI

Despite only representing about 25% of continental land, mountains are an essential part of the global ecosystem and are recognised to be the source of much of the world’s surfaces water supply apart from important sources of other commodities like energy, minerals, forest and agricultural products, and recreation areas. In addition, mountains represent a storehouse for biodiversity and ecosystem services. People residing within mountains or in their foothills represent approximately 26% of the world’s population, and this percentage increases to nearly 40% when considering those who live within watersheds of rivers originated in a mountain range. This makes mountains particularly sensitive to climate variability, but also unique areas for identifying and monitoring the effects of global change thanks to the rapid dynamics of their physical and biological systems.
This session aims to bring together the scientific community doing hydrology research on mountain ranges across the globe to share results and experiences. Therefore, this session invites contributions addressing past, present and future changes in mountain hydrology due to changes in either climate and/or land use, how these changes affect local and downstream territories, and adaptation strategies to ensure the long-term sustainability of mountain ecosystem services, with a special focus on water cycle regulation and water resources generation. Example topics of interest for this session are:
• Sources of information for evaluating past and present conditions (in either surface and/or ground water systems).
• Methods for differentiating climatic and anthropogenic drivers of hydrological change.
• Modelling approaches to assess hydrological change.
• Evolution, forecasting and impacts of extreme events.
• Case studies on adaptation to changing water resources availability.

Convener: Marit Van Tiel | Co-conveners: David Haro Monteagudo, Andrea Momblanch, Santiago Beguería
Orals
| Tue, 25 Apr, 16:15–18:00 (CEST)
 
Room 2.44, Wed, 26 Apr, 08:30–10:15 (CEST)
 
Room 2.44
Posters on site
| Attendance Wed, 26 Apr, 10:45–12:30 (CEST)
 
Hall A
Posters virtual
| Wed, 26 Apr, 10:45–12:30 (CEST)
 
vHall HS
Orals |
Tue, 16:15
Wed, 10:45
Wed, 10:45
HS2.1.7 EDI

Water stored in the snow pack and in glaciers represents an important component of the hydrological budget in many regions of the world, as well as a sustainment to life during dry seasons. Predicted impacts of climate change in catchments covered by snow or glaciers (including a shift from snow to rain, earlier snowmelt, and a decrease in peak snow accumulation) will reflect both on water resources availability and water uses at multiple scales, with potential implications for energy and food production.

The generation of runoff in catchments that are impacted by snow or ice, profoundly differs from rainfed catchments. And yet, our knowledge of snow/ice accumulation and melt patterns and their impact on runoff is highly uncertain, because of both limited availability and inherently large spatial variability of hydrological and weather data in such areas. This translates into limited process understanding, especially in a warming climate.

This session aims at bringing together those scientists that define themselves to some extent as cold region hydrologists, as large as this field can be. Contributions addressing the following topics are welcome:
- Experimental research on snow-melt & ice-melt runoff processes and potential implementation in hydrological models;
- Development of novel strategies for snowmelt runoff modelling in various (or changing) climatic and land-cover conditions;
- Evaluation of remote-sensing or in-situ snow products and application for snowmelt runoff calibration, data assimilation, streamflow forecasting or snow and ice physical properties quantification;
- Observational and modelling studies that shed new light on hydrological processes in glacier-covered catchments, e.g. impacts of glacier retreat on water resources and water storage dynamics or the application of techniques for tracing water flow paths;
- Studies on cryosphere-influenced mountain hydrology, such as landforms at high elevations and their relationship with streamflow, water balance of snow/ice-dominated mountain regions;
- Studies addressing the impact of climate change on the water cycle of snow and ice affected catchments.

Co-organized by CR6
Convener: Francesco Avanzi | Co-conveners: Guillaume Thirel, Doris Duethmann, Abror Gafurov, Giulia Mazzotti
Orals
| Wed, 26 Apr, 14:00–18:00 (CEST)
 
Room 2.44
Posters on site
| Attendance Wed, 26 Apr, 10:45–12:30 (CEST)
 
Hall A
Orals |
Wed, 14:00
Wed, 10:45
HS2.1.8 EDI | PICO

Large data samples of diverse catchments can provide insights into relevant physiographic and hydroclimatic factors that shape hydrological processes. Further, large data sets increasingly cover a wide variety of hydrologic conditions, enabling the development of several research topics, such as extreme events, data and model uncertainty, hydrologic model evaluation and prediction in ungauged basins.

This session aims to showcase recent data and model-based efforts on large-sample hydrology, which advance the characterization, organization, understanding and modelling of hydrological diversity.

We specifically welcome abstracts that seek to accelerate progress on the following topics:

1. Development and improvement of large-sample data sets:
How can we address current challenges on the unequal geographical representation of catchments, quantification of uncertainty, catchment heterogeneities and human interventions for fair comparisons among datasets?
2. Catchment similarity and regionalization:
Can currently available global datasets be used to define hydrologic similarity? How can information be transferred between catchments?
3. Modelling capabilities:
How can we improve hydrological modelling by using large samples of catchments?
4. Testing of hydrologic theories:
How can we use large samples of catchments to transfer hydrologic theories from well-monitored to data-scarce catchments?
5. Identification and characterization of dominant hydrological processes:
How can we use catchment descriptors available in large sample datasets to infer dominant controls for relevant hydrological processes?
6. Human impacts and non-stationarity
How can we (systematically) represent human influences in large sample datasets and use them to infer hydrological response under changing environmental conditions?

A splinter meeting is planned to discuss and coordinate the production of large-sample data sets, entitled “Large sample hydrology: facilitating the production and exchange of data sets worldwide”. See the final programme for location and timing.

The session and the splinter meeting are organized as part of the Panta Rhei Working Group on large-sample hydrology.

Convener: Gemma Coxon | Co-conveners: Nans Addor, Tunde Olarinoye, Keirnan Fowler, Daniele Ganora
PICO
| Thu, 27 Apr, 10:45–12:30 (CEST)
 
PICO spot 3b
Thu, 10:45

HS2.2 – From observations to concepts to models (in catchment hydrology)

Programme group scientific officers: Björn Guse, Miriam Glendell

HS2.2.1 EDI

Understanding and representing hydrological processes is the basis for developing and improving hydrological and Earth system models. Relevant hydrological data are becoming globally available at an unprecedented rate, opening new avenues for modelling (model parametrization, evaluation, and application) and process representation. As a result, a variety of models are developed and trained by new quantitative and qualitative data at various temporal and spatial scales.
In this session, we welcome contributions on novel frameworks for model development, evaluation and parametrization across spatio-temporal scales.

Potential contributions could (but are not limited to):
(1) introduce new global and regional data products into the modeling process;
(2) upscale experimental knowledge from smaller to larger scale for better usage in catchment models;
(3) advance seamless modeling of spatial patterns in hydrology and land models using distributed earth observations;
(4) improve model structure by representing often neglected processes in hydrological models such as human impacts, river regulations, irrigation, as well as vegetation dynamics;
(5) provide novel concepts for improving the characterization of internal and external model fluxes and their spatio-temporal dynamics;
(6) introduce new approaches for model calibration and evaluation, especially to improve process representation, and/or to improve model predictions under changing conditions;
(7) develop novel approaches and performance metrics for evaluating and constraining models in space and time

This session is organized as part of the grass-root modelling initiative on "Improving the Theoretical Underpinnings of Hydrologic Models" launched in 2016.

Convener: Simon Stisen | Co-conveners: Björn Guse, Luis Samaniego, Sina Khatami, Elham R. Freund
Orals
| Fri, 28 Apr, 08:30–12:25 (CEST)
 
Room 2.44
Posters on site
| Attendance Fri, 28 Apr, 14:00–15:45 (CEST)
 
Hall A
Posters virtual
| Fri, 28 Apr, 14:00–15:45 (CEST)
 
vHall HS
Orals |
Fri, 08:30
Fri, 14:00
Fri, 14:00
HS2.2.5 EDI

A multitude of processes contribute to the hydrologic function of catchments. Traditionally, catchment hydrology has been centered around surface runoff, which is readily observable. At the same time, belowground processes, including subsurface runoff, as well as feedbacks to the surface and the specific role of soil moisture in shaping these fluxes is still underexplored. This session is dedicated specifically to
• identify and model subsurface runoff generation at the catchment scale
• improve and validate representation of feedbacks between surface and subsurface processes in models
• how soil moisture measurements across scales are used to improve process understanding, models and hydrological theory

Convener: Peter Chifflard | Co-conveners: Theresa Blume, Hugo Delottier, Anke Hildebrandt, Katya Dimitrova Petrova, Oliver S. Schilling, Qi Tang
Orals
| Fri, 28 Apr, 14:00–15:45 (CEST), 16:15–17:55 (CEST)
 
Room B
Posters on site
| Attendance Fri, 28 Apr, 10:45–12:30 (CEST)
 
Hall A
Posters virtual
| Fri, 28 Apr, 10:45–12:30 (CEST)
 
vHall HS
Orals |
Fri, 14:00
Fri, 10:45
Fri, 10:45
HS2.2.7 EDI

Stable and radioactive isotopes as well as other natural and artificial tracers are useful tools (i) to fingerprint the sources of water and solutes in catchments, (ii) to trace their flow pathways or (iii) to quantify exchanges of water, solutes and particulates between hydrological compartments. We invite contributions that demonstrate the application and recent developments of isotope and other tracer techniques in hydrological field studies or modelling in the areas of surface/groundwater interactions, unsaturated and saturated zone, rainfall-runoff processes, snow hydrology, nutrient or contaminant export, ecohydrology or other catchment processes.

Convener: Andrea Popp | Co-conveners: Michael Stockinger, Pertti Ala-aho, Christine Stumpp
Orals
| Wed, 26 Apr, 16:15–18:00 (CEST)
 
Room C, Thu, 27 Apr, 08:30–11:55 (CEST)
 
Room C
Posters on site
| Attendance Wed, 26 Apr, 14:00–15:45 (CEST)
 
Hall A
Orals |
Wed, 16:15
Wed, 14:00

HS2.3 – Water quality at the catchment scale

Programme group scientific officers: Björn Guse, Miriam Glendell

HS2.3.1 EDI

Land use and climate change as well as legal requirements (e.g. the EU Water Framework Directive) pose challenges for the assessment and sustainable management of surface water quality at the catchment scale. Sources and pathways of nutrients and other pollutants as well as nutrient interactions have to be characterized to understand and manage the impacts in river systems. Additionally, water quality assessment needs to cover the chemical and ecological status to link the hydrological view to aquatic ecology.
Models can help to optimize monitoring schemes and provide assessments of future change and management options. However, insufficient temporal and/or spatial resolution, a short duration of observations and the widespread use of different analytical methods restrict the data base for model application. Moreover, model-based water quality calculations are affected by errors in input data, model errors, inappropriate model complexity and insufficient process knowledge or implementation. Additionally, models should be capable of representing changing land use and climate conditions, which is a prerequisite to meet the increasing needs for decision making. The strong need for advances in water quality models remains.

This session aims to bring scientist together who work on experimental as well as on modelling studies to improve the prediction and management of water quality constituents (nutrients, organic matter, algae, or sediment) at the catchment scale. Contributions are welcome that cover the following issues:

- Experimental and modelling studies on the identification of sources, hot spots, pathways and interactions of nutrients and other, related pollutants at the catchment scale
- New approaches to develop efficient water quality monitoring schemes
- Innovative monitoring strategies that support both process investigation and model performance
- Advanced modelling tools integrating catchment as well as in-stream processes
- Observational and modelling studies at catchment scale that relate and quantify water quality changes to changes in land use and climate
- Measurements and modelling of abiotic and biotic interaction and feedback involved in the transport and fate of nutrients and other pollutants at the catchment scale
- Catchment management: pollution reduction measures, stakeholder involvement, scenario analysis for catchment management

Convener: Paul Wagner | Co-conveners: Sarah Halliday, Ype van der Velde, Nicola Fohrer
Orals
| Mon, 24 Apr, 16:15–17:55 (CEST)
 
Room B, Tue, 25 Apr, 08:30–12:25 (CEST)
 
Room B
Posters on site
| Attendance Tue, 25 Apr, 16:15–18:00 (CEST)
 
Hall A
Posters virtual
| Tue, 25 Apr, 16:15–18:00 (CEST)
 
vHall HS
Orals |
Mon, 16:15
Tue, 16:15
Tue, 16:15
HS2.3.2 EDI

The occurrence of pathogens and an exponentially increasing number of contaminants in freshwater and estuary environments pose a serious problem to public health. This problem is likely to increase in the future due to more frequent and intense storm events, the intensification of agriculture, population growth and urbanization. Pathogens (e.g., pathogenic bacteria and viruses) are introduced into surface water through the direct discharge of wastewater, or by the release from animal manure or animal waste via overland flow or groundwater, which subsequently presents potential risks of infection when used for drinking, recreation or irrigation. Contaminants of emerging concern are released as diffuse sources from anthropogenic activities or as discharges from wastewater treatment plants (e.g., trace organic contaminants). So far, the sources, pathways and transport mechanisms of fecal indicators, pathogens and emerging contaminants in water environments are poorly understood, and thus we lack a solid basis for quantitative risk assessment and selection of best mitigation measures. Innovative, interdisciplinary approaches are needed to advance this field of research. In particular, there is a need to better understand the dominant processes controlling fecal indicator, pathogen and contaminant fate and transport at larger scales. Consequently, we welcome contributions that aim to close these knowledge gaps and include both small and large-scale experimental and modelling studies with a focus on:
- The development and application of novel experimental and analytical methods to investigate fate and transport of fecal indicators, pathogens and emerging contaminants in rivers, groundwater and estuaries
- Hydrological, physically based modelling approaches
- Methods for identifying the dominant processes and for transferring fecal indicator, pathogen and contaminant transport parameters from the laboratory to the field or catchment scale
- Methods accounting for concentrations of pathogens or contaminants at or below the limits of detection
- Investigations of the implications of contamination of water resources for water safety management planning and risk assessment frameworks

Public information:

Session dinner

We organise a session dinner which will take place the evening of our session: Thursday 27.04.2023 at 7 pm. We have reserved tables at Café-Restaurant Resselpark, Wiedner Hauptstrasse 1, 1040 Vienna, (www.restaurant-resselpark.at). We would be happy to meet you there.

Convener: Julia Derx | Co-conveners: Margaret Stevenson, Fulvio Boano, Sondra Klitzke, Yakov Pachepsky
Orals
| Thu, 27 Apr, 08:30–12:25 (CEST)
 
Room 2.44
Posters on site
| Attendance Thu, 27 Apr, 14:00–15:45 (CEST)
 
Hall A
Posters virtual
| Thu, 27 Apr, 14:00–15:45 (CEST)
 
vHall HS
Orals |
Thu, 08:30
Thu, 14:00
Thu, 14:00
HS2.3.3 EDI

A large number of pathogens, micropollutants and their transformation products (veterinary and human pharmaceuticals, pesticides and biocides, personal care products, organic pollutants and heavy metals, chlorinated compounds, PFAS) pose a risk for soil, groundwater and surface water. The large diversity of compounds and of their sources makes the quantification of their occurrence in the terrestrial and aquatic environment across space and time a challenging task. Regulatory monitoring programs cover a small selection out of the compound diversity and quantify these selected compounds only at coarse temporal and spatial resolution. Carefully designed monitoring however allows to detect and elucidate processes and to estimate parameters in the aquatic environment. Modelling is a complementary tool to generalize measured data and extrapolate in time and space, which is needed as a basis for scenario analysis and decision making. Mitigation measures can help reduce contamination of ground- and surface water and impacts on water quality and aquatic ecosystems.
This session invites contributions that improve our quantitative understanding of the sources and pathways, mass fluxes, the fate and transport and the mitigation of micropollutants and pathogens in the soil-groundwater-river continuum.

Topics cover:
- Novel sampling and monitoring concepts and devices
- New analytical methods, new detection methods for DNA, pathogens, micropollutants, non-target screening
- Experimental studies to quantify diffuse and point source inputs
- Modelling approaches (including hydrology and sediment transport) to simulate pollutants transport and fate at several spatial and temporal scales
- Modelling tools for decision support and evaluation of mitigation measures, for example
- Methods to evaluate water quality modelling uncertainty, and/or combining data and modeling (data assimilation)
- Novel monitoring approaches such as non-target screening as tools for improving processes understanding and source identification such as industries
- Comparative fate studies on parent compounds and transformation products
- Diffuse sources and (re-)emerging chemicals
- Biogeochemical interactions and impact on micropollutant behaviour
- Setup of mitigation measures and evaluating their effectiveness.

Convener: Matthias Gassmann | Co-conveners: Claire Lauvernet, Felicia Linke, Poornima Nagesh, Shulamit Nussboim
Orals
| Wed, 26 Apr, 10:45–12:30 (CEST)
 
Room 2.44
Posters on site
| Attendance Wed, 26 Apr, 14:00–15:45 (CEST)
 
Hall A
Posters virtual
| Wed, 26 Apr, 14:00–15:45 (CEST)
 
vHall HS
Orals |
Wed, 10:45
Wed, 14:00
Wed, 14:00
HS2.3.4 EDI

Plastic pollution in freshwater systems is a widely recognized global problem with potential environmental risks to water and sediment quality. Furthermore, freshwater plastic pollution is also considered the dominant source of plastic input to the oceans. Despite this, research on plastic pollution has only recently expanded from the marine environment to freshwater systems. Therefore data and knowledge from field studies are still limited in regard to freshwater environments. Sources, quantities, distribution across environmental matrices and ecosystem compartments, and transport mechanisms remain mostly unknown at catchment scale. These knowledge gaps must be addressed to understand the dispersal and eventual fate of plastics in the environment, enabling a better assessment of potential risks as well as development of effective mitigation measures.
In this session, we explore the current state of knowledge and activities on macro-, micro- and nanoplastics in freshwater systems, including aspects such as:
• Plastic in rivers, lakes, urban water systems, floodplains, estuaries, freshwater biota;
• Monitoring and analysis techniques;
• Source to sink investigations, considering quantities and distribution across environmental matrices (water and sediment) and compartments (water surface layer, water column, ice, riverbed, and riverbanks);
• Transport processes of plastics at catchment and local scale;
• The role of river regulation structures, e.g. dams, navigation, flood control, etc., in plastic retention and transport
• Effects of hydrological extremes, e.g. accumulation of plastics during droughts, and short-term export during floods in the catchment;
• Degradation and fragmentation processes, e.g. from macro- to micro- and nanoplastics;
• Modelling approaches for local and/or global river output estimations;
• Legislative/regulatory efforts, such as monitoring programs and measures against plastic pollution in freshwater systems.

Convener: Kryss Waldschläger | Co-conveners: Daniel González-Fernández, Marcel Liedermann, Louise Schreyers, Uwe Schneidewind
Orals
| Mon, 24 Apr, 08:30–12:20 (CEST), 14:00–15:35 (CEST)
 
Room B
Posters on site
| Attendance Mon, 24 Apr, 16:15–18:00 (CEST)
 
Hall A
Posters virtual
| Mon, 24 Apr, 16:15–18:00 (CEST)
 
vHall HS
Orals |
Mon, 08:30
Mon, 16:15
Mon, 16:15
HS2.3.5 EDI | PICO

The application of multi-datasets and multi-objective functions has proven to improve the performance of hydrologic, ecological and water quality models by extracting complementary information from multiple data sources or multiple features of modelled variables. This is useful if more than one variable (runoff and snow cover, sediment or pollutant concentration) or more than one characteristic of the same variable (e.g., flood peaks and recession curves) are of interest. Similarly, a multi-model approach can overcome shortcomings of individual models, while testing a model at multiple scales helps to improve our understanding of the model functioning in relation to catchment processes. Finally, the quantification of multiple uncertainty sources enables the identification of their individual contributions that is critical for uncertainty reduction and environmental decision making.

In this respect, Bayesian approaches have become increasingly popular in hydrological, ecological and water quality modelling thanks to their ability to handle uncertainty comprehensively. This is particularly relevant for environmental decision making, where Bayesian inference enables the consideration of predictions reliability on decisions and relating uncertainties to a decision makers’ risk attitudes and preferences, all while accounting for the uncertainty related to our system understanding and random processes. Graphical Bayesian Belief Networks and related approaches (hierarchical models, ‘hybrid’ mechanistic/data-driven models) are increasingly being used as powerful decision support tools, facilitating stakeholder engagement in the model building process and allowing for adaptive management within an uncertainty framework.

This session gathers contributions that apply one or more of the multi-aspects in hydrological, ecological and water quality studies using diverse methodological approaches. It also aims to review advances and applications in the field of Bayesian water quality modelling and compare the capabilities of different software and procedural choices to consolidate and set new directions, with a specific emphasis on the utility of Bayesian water quality models in supporting decision making.

Convener: Miriam Glendell | Co-conveners: Stefano Basso, David C. Finger, Anna Sikorska-Senoner, Danlu Guo, Daniel Obenour, Ibrahim Alameddine
PICO
| Tue, 25 Apr, 14:00–15:45 (CEST)
 
PICO spot 3b
Tue, 14:00
HS2.3.6 EDI

Long-term climate change, extreme events, and seasonal variations in weather have profound impacts on water quality of rivers, lakes, and reservoirs. This implies a pressing need for tools anticipating the impacts of these environmental changes, and enabling effective water management that safeguards the ecosystem goods and services freshwaters provide. Scientific studies typically omit the impacts of climate on water quality. To tackle this gap, this session looks for research results related to the impact of climate change on water quality. We welcome climate attribution results, studies using data-driven and remote sensing techniques and model projects of climate change from local to global scales. We are also interested in water quality studies within the regional and global water sectors Inter-Sectoral Impact Model Intercomparison Program (ISIMIP).

Co-organized by CL3.2
Convener: Ann van Griensven | Co-conveners: Rafael Marcé, Albert Nkwasa
Orals
| Fri, 28 Apr, 16:15–17:55 (CEST)
 
Room 2.15
Posters on site
| Attendance Fri, 28 Apr, 14:00–15:45 (CEST)
 
Hall A
Orals |
Fri, 16:15
Fri, 14:00

HS2.4 – Hydrologic variability and change at multiple scales

Programme group scientific officers: Björn Guse, Miriam Glendell

HS2.4.1 EDI

In the current context of global change, assessing the impact of climate variability and changes on hydrological systems and water resources is increasingly crucial for society to better adapt to future shifts in water resources, as well as extreme conditions (floods and droughts). However, important sources of uncertainty have often been neglected in projecting climate impacts on hydrological systems, especially uncertainties associated with internal/natural climate variability, whose contribution to near-future changes could be as important as forced anthropogenic climate changes at the regional scales. Internal climate modes of variability (e.g. ENSO, NAO, AMO) and their impact on the continent are not always properly reproduced in the current global climate models, leading to large underestimations of decadal climate and hydro-climatic variability at the global scale. At the same time, hydrological response strongly depends on catchment properties, whose interactions with climate variability are little understood at the decadal timescales. These factors altogether significantly reduce our ability to understand long-term hydrological variability and to improve projections and reconstructions of future and past hydrological changes upon which improvement of adaption scenarios depends.

We welcome abstracts capturing recent insights for understanding past or future impacts of large-scale climate variability on hydrological systems and water resources as well as newly developed projection and reconstruction scenarios. Results from model intercomparison studies are encouraged.

Convener: Bastien Dieppois | Co-conveners: Hayley Fowler, Klaus Haslinger, Jean-Philippe Vidal, Lisa Baulon
Orals
| Mon, 24 Apr, 16:15–17:55 (CEST)
 
Room 2.17
Posters on site
| Attendance Mon, 24 Apr, 14:00–15:45 (CEST)
 
Hall A
Posters virtual
| Mon, 24 Apr, 14:00–15:45 (CEST)
 
vHall HS
Orals |
Mon, 16:15
Mon, 14:00
Mon, 14:00
HS2.4.2

Catchments are immensely complex systems responding to external factors (e.g. changes in climate) on a variety of timescales due to complex interactions and feedbacks between their components. Recent evidence suggests a tendency for existing models and methods to downplay the impact of a given climatic change on streamflow, with major implications for the reliability of such methods for future planning. The poor performance of models suggests they potentially misrepresent (or omit) important catchment processes, process timescales, or interactions between processes. To place hydrology on a solid theoretical footing, the multitude of responses, interactions and feedbacks developing in the critical zone need to be disentangled and understood, and robust hydrological regularities need to be sought. This will improve our ability to make hydrological predictions under different and continuously changing climatic conditions and in places in which we do not have measurements.

We invite submissions on themes such as (but not limited to):
1. Better understanding of hydrological and/or biophysical processes related to long-timescale climate shifts potentially contributing to apparent shifts in hydrologic response;
2. Understanding and quantifying catchment multi-annual “memory”;
3. Understanding and quantifying the drivers of catchment similarity and how that may be used to transfer knowledge in space and time (regionalization);
4. Studies that use, extend, or re-assess known hydrological regularities (e.g. the Budyko hypothesis) for predictions under changing conditions;
5. Data-based analyses and modelling studies aiming to evaluate and/or improve hydrologic simulations under historic climatic variability and change;
6. Efforts to improve the realism of hydrological projections under future climate scenarios;
7. Studies that explore implications of long term-hydrologic change for water availability, risk, or environmental outcomes including interactions with human factors such as landuse changes, evolving water policy, and management intervention.