Articles | Volume 28, issue 15
https://doi.org/10.5194/hess-28-3495-2024
© Author(s) 2024. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/hess-28-3495-2024
© Author(s) 2024. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Guiding community discussions on human–water challenges by serious gaming in the upper Ewaso Ngiro River basin, Kenya
Charles Nduhiu Wamucii
CORRESPONDING AUTHOR
Hydrology and Environmental Hydraulics Group, Wageningen University & Research, 6700 AA Wageningen, the Netherlands
Pieter R. van Oel
Water Resources Management Group, Wageningen University & Research, 6700 AA Wageningen, the Netherlands
Adriaan J. Teuling
Hydrology and Environmental Hydraulics Group, Wageningen University & Research, 6700 AA Wageningen, the Netherlands
Arend Ligtenberg
Laboratory of Geo-information Science and Remote Sensing, Environmental Sciences, Wageningen University & Research, 6708 PB Wageningen, the Netherlands
John Mwangi Gathenya
Soil, Water and Environmental Engineering Department, School of Biosystems and Environmental Engineering, Jomo Kenyatta University of Agriculture & Technology, P.O. Box 62000 – 00200 Nairobi, Kenya
Gert Jan Hofstede
Department of Social Sciences, Urban Economics Group Wageningen University, Hollandseweg 1, 6706 KN Wageningen, the Netherlands
UARM, North-West University, South Africa
Meine van Noordwijk
Plant Production Systems, Wageningen University and Research, 6700 AK Wageningen, the Netherlands
World Agroforestry (ICRAF), Bogor 16155, Indonesia
Erika N. Speelman
Laboratory of Geo-information Science and Remote Sensing, Environmental Sciences, Wageningen University & Research, 6708 PB Wageningen, the Netherlands
Related authors
Marleen R. Lam, Alessia Matanó, Anne F. Van Loon, Rhoda A. Odongo, Aklilu D. Teklesadik, Charles N. Wamucii, Marc J. C. van den Homberg, Shamton Waruru, and Adriaan J. Teuling
Nat. Hazards Earth Syst. Sci., 23, 2915–2936, https://doi.org/10.5194/nhess-23-2915-2023, https://doi.org/10.5194/nhess-23-2915-2023, 2023
Short summary
Short summary
There is still no full understanding of the relation between drought impacts and drought indices in the Horn of Africa where water scarcity and arid regions are also present. This study assesses their relation in Kenya. A random forest model reveals that each region, aggregated by aridity, has its own set of predictors for every impact category. Water scarcity was not found to be related to aridity. Understanding these relations contributes to the development of drought early warning systems.
Charles Nduhiu Wamucii, Pieter R. van Oel, Arend Ligtenberg, John Mwangi Gathenya, and Adriaan J. Teuling
Hydrol. Earth Syst. Sci., 25, 5641–5665, https://doi.org/10.5194/hess-25-5641-2021, https://doi.org/10.5194/hess-25-5641-2021, 2021
Short summary
Short summary
East African water towers (WTs) are under pressure from human influences within and without, but the water yield (WY) is more sensitive to climate changes from within. Land use changes have greater impacts on WY in the surrounding lowlands. The WTs have seen a strong shift towards wetter conditions while, at the same time, the potential evapotranspiration is gradually increasing. The WTs were identified as non-resilient, and future WY may experience more extreme variations.
Louise Cavalcante, David W. Walker, Sarra Kchouk, Germano Ribeiro Neto, Taís Maria Nunes Carvalho, Mariana Madruga de Brito, Wieke Pot, Art Dewulf, and Pieter R. van Oel
Nat. Hazards Earth Syst. Sci., 25, 1993–2005, https://doi.org/10.5194/nhess-25-1993-2025, https://doi.org/10.5194/nhess-25-1993-2025, 2025
Short summary
Short summary
Drought affects not only water availability but also agriculture, the economy, and communities. This study explores how public policies help reduce these impacts in Ceará, Northeast Brazil. Using qualitative drought monitoring data, interviews, and policy analysis, we found that policies supporting local economies help lessen drought effects. However, most reported impacts are still related to water shortages, showing the need for broader strategies beyond water supply investment.
Devi Purnamasari, Adriaan J. Teuling, and Albrecht H. Weerts
Hydrol. Earth Syst. Sci., 29, 1483–1503, https://doi.org/10.5194/hess-29-1483-2025, https://doi.org/10.5194/hess-29-1483-2025, 2025
Short summary
Short summary
This paper introduces a method to identify irrigated areas by combining hydrology models with satellite temperature data. Our method was tested in the Rhine basin and aligns well with official statistics. It performs best in regions with large farms and less well in areas with small farms. Observed differences to existing data are influenced by data resolution and methods.
Sarra Kchouk, Louise Cavalcante, Lieke A. Melsen, David W. Walker, Germano Ribeiro Neto, Rubens Gondim, Wouter J. Smolenaars, and Pieter R. van Oel
Nat. Hazards Earth Syst. Sci., 25, 893–912, https://doi.org/10.5194/nhess-25-893-2025, https://doi.org/10.5194/nhess-25-893-2025, 2025
Short summary
Short summary
Droughts impact water and people, yet monitoring often overlooks impacts on people. In northeastern Brazil, we compare official data to local experiences, finding data mismatches and blind spots. Mismatches occur due to the data's broad scope missing finer details. Blind spots arise from ignoring diverse community responses and vulnerabilities to droughts. We suggest enhanced monitoring by technical extension officers for both severe and mild droughts.
Janneke O. E. Remmers, Rozemarijn ter Horst, Ehsan Nabavi, Ulrike Proske, Adriaan J. Teuling, Jeroen Vos, and Lieke A. Melsen
EGUsphere, https://doi.org/10.5194/egusphere-2025-673, https://doi.org/10.5194/egusphere-2025-673, 2025
Short summary
Short summary
In hydrological modelling, a notion exists that a model is a neutral tool. However, this notion has several, possibly harmful, consequences. In critical social sciences, this non-neutrality in methods and results is an established topic of debate. We propose that in order to deal with it in hydrological modelling, the hydrological modelling network can learn from, and with, critical social sciences. The main lesson, from our perspective, is that responsible modelling is a shared responsibility.
Lisa Tanika, Rika Ratna Sari, Arief Lukman Hakim, Meine van Noordwijk, Marielos Peña-Claros, Beria Leimona, Edi Purwanto, and Erika N. Speelman
Hydrol. Earth Syst. Sci., 28, 3807–3835, https://doi.org/10.5194/hess-28-3807-2024, https://doi.org/10.5194/hess-28-3807-2024, 2024
Short summary
Short summary
The H2Ours game is designed to facilitate knowledge transfer and sharing among stakeholders to trigger commitment and collaborative action to restore hydrological conditions. The adaptability of the H2Ours game was proven in two different landscapes: groundwater recharge in upper to middle sub-watersheds with (over)use of water in the lowland zone and a peatland with drainage, rewetting, oil palm conversion and fire as issues. The game evaluation shows that the H2Ours game meets its purpose.
Adriaan J. Teuling, Belle Holthuis, and Jasper F. D. Lammers
Hydrol. Earth Syst. Sci., 28, 3799–3806, https://doi.org/10.5194/hess-28-3799-2024, https://doi.org/10.5194/hess-28-3799-2024, 2024
Short summary
Short summary
The understanding of spatio-temporal variability of evapotranspiration (ET) is currently limited by a lack of measurement techniques that are low cost and that can be applied anywhere at any time. Here we show that evapotranspiration can be estimated accurately using observations made by smartphone sensors, suggesting that smartphone-based ET monitoring could provide a realistic and low-cost alternative for real-time ET estimation in the field.
Jasper M. C. Denissen, Adriaan J. Teuling, Sujan Koirala, Markus Reichstein, Gianpaolo Balsamo, Martha M. Vogel, Xin Yu, and René Orth
Earth Syst. Dynam., 15, 717–734, https://doi.org/10.5194/esd-15-717-2024, https://doi.org/10.5194/esd-15-717-2024, 2024
Short summary
Short summary
Heat extremes have severe implications for human health and ecosystems. Heat extremes are mostly introduced by large-scale atmospheric circulation but can be modulated by vegetation. Vegetation with access to water uses solar energy to evaporate water into the atmosphere. Under dry conditions, water may not be available, suppressing evaporation and heating the atmosphere. Using climate projections, we show that regionally less water is available for vegetation, intensifying future heat extremes.
Germano G. Ribeiro Neto, Sarra Kchouk, Lieke A. Melsen, Louise Cavalcante, David W. Walker, Art Dewulf, Alexandre C. Costa, Eduardo S. P. R. Martins, and Pieter R. van Oel
Hydrol. Earth Syst. Sci., 27, 4217–4225, https://doi.org/10.5194/hess-27-4217-2023, https://doi.org/10.5194/hess-27-4217-2023, 2023
Short summary
Short summary
People induce and modify droughts. However, we do not know exactly how relevant human and natural processes interact nor how to evaluate the co-evolution of people and water. Prospect theory can help us to explain the emergence of drought impacts leading to failed welfare expectations (“prospects”) due to water shortage. Our approach helps to explain socio-hydrological phenomena, such as reservoir effects, and can contribute to integrated drought management considering the local context.
Awad M. Ali, Lieke A. Melsen, and Adriaan J. Teuling
Hydrol. Earth Syst. Sci., 27, 4057–4086, https://doi.org/10.5194/hess-27-4057-2023, https://doi.org/10.5194/hess-27-4057-2023, 2023
Short summary
Short summary
Using a new approach based on a combination of modeling and Earth observation, useful information about the filling of the Grand Ethiopian Renaissance Dam can be obtained with limited data and proper rainfall selection. While the monthly streamflow into Sudan has decreased significantly (1.2 × 109–5 × 109 m3) with respect to the non-dam scenario, the negative impact has been masked due to higher-than-average rainfall. We reveal that the dam will need 3–5 more years to complete filling.
Marleen R. Lam, Alessia Matanó, Anne F. Van Loon, Rhoda A. Odongo, Aklilu D. Teklesadik, Charles N. Wamucii, Marc J. C. van den Homberg, Shamton Waruru, and Adriaan J. Teuling
Nat. Hazards Earth Syst. Sci., 23, 2915–2936, https://doi.org/10.5194/nhess-23-2915-2023, https://doi.org/10.5194/nhess-23-2915-2023, 2023
Short summary
Short summary
There is still no full understanding of the relation between drought impacts and drought indices in the Horn of Africa where water scarcity and arid regions are also present. This study assesses their relation in Kenya. A random forest model reveals that each region, aggregated by aridity, has its own set of predictors for every impact category. Water scarcity was not found to be related to aridity. Understanding these relations contributes to the development of drought early warning systems.
Adrià Fontrodona-Bach, Bettina Schaefli, Ross Woods, Adriaan J. Teuling, and Joshua R. Larsen
Earth Syst. Sci. Data, 15, 2577–2599, https://doi.org/10.5194/essd-15-2577-2023, https://doi.org/10.5194/essd-15-2577-2023, 2023
Short summary
Short summary
We provide a dataset of snow water equivalent, the depth of liquid water that results from melting a given depth of snow. The dataset contains 11 071 sites over the Northern Hemisphere, spans the period 1950–2022, and is based on daily observations of snow depth on the ground and a model. The dataset fills a lack of accessible historical ground snow data, and it can be used for a variety of applications such as the impact of climate change on global and regional snow and water resources.
Luuk D. van der Valk, Adriaan J. Teuling, Luc Girod, Norbert Pirk, Robin Stoffer, and Chiel C. van Heerwaarden
The Cryosphere, 16, 4319–4341, https://doi.org/10.5194/tc-16-4319-2022, https://doi.org/10.5194/tc-16-4319-2022, 2022
Short summary
Short summary
Most large-scale hydrological and climate models struggle to capture the spatially highly variable wind-driven melt of patchy snow cover. In the field, we find that 60 %–80 % of the total melt is wind driven at the upwind edge of a snow patch, while it does not contribute at the downwind edge. Our idealized simulations show that the variation is due to a patch-size-independent air-temperature reduction over snow patches and also allow us to study the role of wind-driven snowmelt on larger scales.
Alessandro Montemagno, Christophe Hissler, Victor Bense, Adriaan J. Teuling, Johanna Ziebel, and Laurent Pfister
Biogeosciences, 19, 3111–3129, https://doi.org/10.5194/bg-19-3111-2022, https://doi.org/10.5194/bg-19-3111-2022, 2022
Short summary
Short summary
We investigated the biogeochemical processes that dominate the release and retention of elements (nutrients and potentially toxic elements) during litter degradation. Our results show that toxic elements are retained in the litter, while nutrients are released in solution during the first stages of degradation. This seems linked to the capability of trees to distribute the elements between degradation-resistant and non-degradation-resistant compounds of leaves according to their chemical nature.
Veit Blauhut, Michael Stoelzle, Lauri Ahopelto, Manuela I. Brunner, Claudia Teutschbein, Doris E. Wendt, Vytautas Akstinas, Sigrid J. Bakke, Lucy J. Barker, Lenka Bartošová, Agrita Briede, Carmelo Cammalleri, Ksenija Cindrić Kalin, Lucia De Stefano, Miriam Fendeková, David C. Finger, Marijke Huysmans, Mirjana Ivanov, Jaak Jaagus, Jiří Jakubínský, Svitlana Krakovska, Gregor Laaha, Monika Lakatos, Kiril Manevski, Mathias Neumann Andersen, Nina Nikolova, Marzena Osuch, Pieter van Oel, Kalina Radeva, Renata J. Romanowicz, Elena Toth, Mirek Trnka, Marko Urošev, Julia Urquijo Reguera, Eric Sauquet, Aleksandra Stevkov, Lena M. Tallaksen, Iryna Trofimova, Anne F. Van Loon, Michelle T. H. van Vliet, Jean-Philippe Vidal, Niko Wanders, Micha Werner, Patrick Willems, and Nenad Živković
Nat. Hazards Earth Syst. Sci., 22, 2201–2217, https://doi.org/10.5194/nhess-22-2201-2022, https://doi.org/10.5194/nhess-22-2201-2022, 2022
Short summary
Short summary
Recent drought events caused enormous damage in Europe. We therefore questioned the existence and effect of current drought management strategies on the actual impacts and how drought is perceived by relevant stakeholders. Over 700 participants from 28 European countries provided insights into drought hazard and impact perception and current management strategies. The study concludes with an urgent need to collectively combat drought risk via a European macro-level drought governance approach.
Linqi Zhang, Yi Liu, Liliang Ren, Adriaan J. Teuling, Ye Zhu, Linyong Wei, Linyan Zhang, Shanhu Jiang, Xiaoli Yang, Xiuqin Fang, and Hang Yin
Hydrol. Earth Syst. Sci., 26, 3241–3261, https://doi.org/10.5194/hess-26-3241-2022, https://doi.org/10.5194/hess-26-3241-2022, 2022
Short summary
Short summary
In this study, three machine learning methods displayed a good detection capacity of flash droughts. The RF model was recommended to estimate the depletion rate of soil moisture and simulate flash drought by considering the multiple meteorological variable anomalies in the adjacent time to drought onset. The anomalies of precipitation and potential evapotranspiration exhibited a stronger synergistic but asymmetrical effect on flash droughts compared to slowly developing droughts.
Femke A. Jansen, Remko Uijlenhoet, Cor M. J. Jacobs, and Adriaan J. Teuling
Hydrol. Earth Syst. Sci., 26, 2875–2898, https://doi.org/10.5194/hess-26-2875-2022, https://doi.org/10.5194/hess-26-2875-2022, 2022
Short summary
Short summary
We studied the controls on open water evaporation with a focus on Lake IJssel, the Netherlands, by analysing eddy covariance observations over two summer periods at two locations at the borders of the lake. Wind speed and the vertical vapour pressure gradient can explain most of the variation in observed evaporation, which is in agreement with Dalton's model. We argue that the distinct characteristics of inland waterbodies need to be taken into account when parameterizing their evaporation.
Arend Ligtenberg, Monique Simons, Marjolein Barhorst, and Laura Winkens
AGILE GIScience Ser., 3, 45, https://doi.org/10.5194/agile-giss-3-45-2022, https://doi.org/10.5194/agile-giss-3-45-2022, 2022
Sarra Kchouk, Lieke A. Melsen, David W. Walker, and Pieter R. van Oel
Nat. Hazards Earth Syst. Sci., 22, 323–344, https://doi.org/10.5194/nhess-22-323-2022, https://doi.org/10.5194/nhess-22-323-2022, 2022
Short summary
Short summary
The aim of our study was to question the validity of the assumed direct linkage between drivers of drought and its impacts on water and food securities, mainly found in the frameworks of drought early warning systems (DEWSs). We analysed more than 5000 scientific studies leading us to the conclusion that the local context can contribute to drought drivers resulting in these drought impacts. Our research aims to increase the relevance and utility of the information provided by DEWSs.
Charles Nduhiu Wamucii, Pieter R. van Oel, Arend Ligtenberg, John Mwangi Gathenya, and Adriaan J. Teuling
Hydrol. Earth Syst. Sci., 25, 5641–5665, https://doi.org/10.5194/hess-25-5641-2021, https://doi.org/10.5194/hess-25-5641-2021, 2021
Short summary
Short summary
East African water towers (WTs) are under pressure from human influences within and without, but the water yield (WY) is more sensitive to climate changes from within. Land use changes have greater impacts on WY in the surrounding lowlands. The WTs have seen a strong shift towards wetter conditions while, at the same time, the potential evapotranspiration is gradually increasing. The WTs were identified as non-resilient, and future WY may experience more extreme variations.
Peter T. La Follette, Adriaan J. Teuling, Nans Addor, Martyn Clark, Koen Jansen, and Lieke A. Melsen
Hydrol. Earth Syst. Sci., 25, 5425–5446, https://doi.org/10.5194/hess-25-5425-2021, https://doi.org/10.5194/hess-25-5425-2021, 2021
Short summary
Short summary
Hydrological models are useful tools that allow us to predict distributions and movement of water. A variety of numerical methods are used by these models. We demonstrate which numerical methods yield large errors when subject to extreme precipitation. As the climate is changing such that extreme precipitation is more common, we find that some numerical methods are better suited for use in hydrological models. Also, we find that many current hydrological models use relatively inaccurate methods.
Joost Buitink, Lieke A. Melsen, and Adriaan J. Teuling
Earth Syst. Dynam., 12, 387–400, https://doi.org/10.5194/esd-12-387-2021, https://doi.org/10.5194/esd-12-387-2021, 2021
Short summary
Short summary
Higher temperatures influence both evaporation and snow processes. These two processes have a large effect on discharge but have distinct roles during different seasons. In this study, we study how higher temperatures affect the discharge via changed evaporation and snow dynamics. Higher temperatures lead to enhanced evaporation but increased melt from glaciers, overall lowering the discharge. During the snowmelt season, discharge was reduced further due to the earlier depletion of snow.
Jolijn van Engelenburg, Erik van Slobbe, Adriaan J. Teuling, Remko Uijlenhoet, and Petra Hellegers
Drink. Water Eng. Sci., 14, 1–43, https://doi.org/10.5194/dwes-14-1-2021, https://doi.org/10.5194/dwes-14-1-2021, 2021
Short summary
Short summary
This study analysed the impact of extreme weather events, water quality deterioration, and a growing drinking water demand on the sustainability of drinking water supply in the Netherlands. The results of the case studies were compared to sustainability issues for drinking water supply that are experienced worldwide. This resulted in a set of sustainability characteristics describing drinking water supply on a local scale in terms of hydrological, technical, and socio-economic characteristics.
Theresa C. van Hateren, Marco Chini, Patrick Matgen, and Adriaan J. Teuling
Hydrol. Earth Syst. Sci. Discuss., https://doi.org/10.5194/hess-2020-583, https://doi.org/10.5194/hess-2020-583, 2020
Manuscript not accepted for further review
Short summary
Short summary
Agricultural droughts occur when the water content of the soil diminishes to such a level that vegetation is negatively impacted. Here we show that, although they are classified as the same type of drought, substantial differences between soil moisture and vegetation droughts exist. This duality is not included in the term agricultural drought, and thus is a potential issue in drought research. We argue that a distinction should be made between soil moisture and vegetation drought events.
Joost Buitink, Anne M. Swank, Martine van der Ploeg, Naomi E. Smith, Harm-Jan F. Benninga, Frank van der Bolt, Coleen D. U. Carranza, Gerbrand Koren, Rogier van der Velde, and Adriaan J. Teuling
Hydrol. Earth Syst. Sci., 24, 6021–6031, https://doi.org/10.5194/hess-24-6021-2020, https://doi.org/10.5194/hess-24-6021-2020, 2020
Short summary
Short summary
The amount of water stored in the soil is critical for the productivity of plants. Plant productivity is either limited by the available water or by the available energy. In this study, we infer this transition point by comparing local observations of water stored in the soil with satellite observations of vegetation productivity. We show that the transition point is not constant with soil depth, indicating that plants use water from deeper layers when the soil gets drier.
Joost Buitink, Lieke A. Melsen, James W. Kirchner, and Adriaan J. Teuling
Geosci. Model Dev., 13, 6093–6110, https://doi.org/10.5194/gmd-13-6093-2020, https://doi.org/10.5194/gmd-13-6093-2020, 2020
Short summary
Short summary
This paper presents a new distributed hydrological model: the distributed simple dynamical systems (dS2) model. The model is built with a focus on computational efficiency and is therefore able to simulate basins at high spatial and temporal resolution at a low computational cost. Despite the simplicity of the model concept, it is able to correctly simulate discharge in both small and mesoscale basins.
Jasper Foets, Carlos E. Wetzel, Núria Martínez-Carreras, Adriaan J. Teuling, Jean-François Iffly, and Laurent Pfister
Hydrol. Earth Syst. Sci., 24, 4709–4725, https://doi.org/10.5194/hess-24-4709-2020, https://doi.org/10.5194/hess-24-4709-2020, 2020
Short summary
Short summary
Diatoms (microscopic algae) are regarded as useful tracers in catchment hydrology. However, diatom analysis is labour-intensive; therefore, only a limited number of samples can be analysed. To reduce this number, we explored the potential for a time-integrated mass-flux sampler to provide a representative sample of the diatom assemblage for a whole storm run-off event. Our results indicate that the Phillips sampler did indeed sample representative communities during two of the three events.
Caspar T. J. Roebroek, Lieke A. Melsen, Anne J. Hoek van Dijke, Ying Fan, and Adriaan J. Teuling
Hydrol. Earth Syst. Sci., 24, 4625–4639, https://doi.org/10.5194/hess-24-4625-2020, https://doi.org/10.5194/hess-24-4625-2020, 2020
Short summary
Short summary
Vegetation is a principal component in the Earth system models that are used for weather, climate and other environmental predictions. Water is one of the main drivers of vegetation; however, the global distribution of how water influences vegetation is not well understood. This study looks at spatial patterns of photosynthesis and water sources (rain and groundwater) to obtain a first understanding of water access and limitations for the growth of global forests (proxy for natural vegetation).
Anne J. Hoek van Dijke, Kaniska Mallick, Martin Schlerf, Miriam Machwitz, Martin Herold, and Adriaan J. Teuling
Biogeosciences, 17, 4443–4457, https://doi.org/10.5194/bg-17-4443-2020, https://doi.org/10.5194/bg-17-4443-2020, 2020
Short summary
Short summary
We investigated the link between the vegetation leaf area index (LAI) and the land–atmosphere exchange of water, energy, and carbon fluxes. We show that the correlation between the LAI and water and energy fluxes depends on the vegetation type and aridity. For carbon fluxes, however, the correlation with the LAI was strong and independent of vegetation and aridity. This study provides insight into when the vegetation LAI can be used to model or extrapolate land–atmosphere fluxes.
Cited articles
Aarts, J.: Will Community-based Water Management Solve Africa's Water Problems? The performance of Water Resource User Associations in the Upper Ewaso Ng'iro river basin, Kenya, University of Nijmegen, Nijmegen, 1–139, https://www.semanticscholar.org/paper/Will-Community-based-Water-Management-Solve-Water-Aarts/d9c8a47efa4f4431f62daec79f1c57979277a1f1 (last access: 13 December 2022), 2012.
Adom, R. K. and Simatele, M. D.: The role of stakeholder engagement in sustainable water resource management in South Africa, Nat. Resour. Forum, 46, 410–427, https://doi.org/10.1111/1477-8947.12264, 2022.
Arnab, S. and Clarke, S.: Towards a trans-disciplinary methodology for a game-based intervention development process, Brit. J. Educ. Technol., 48, 279–312, https://doi.org/10.1111/bjet.12377, 2017.
Arroyave, F. J., Goyeneche, O. Y. R., Gore, M., Heimeriks, G., Jenkins, J., and Petersen, A. M.: On the social and cognitive dimensions of wicked environmental problems characterized by conceptual and solution uncertainty, Adv. Complex Syst., 24, 215005, https://doi.org/10.1142/S0219525921500053, 2021.
Asmal, K.: Dams and development: a new framework for decision-making. The report of the World Commission on dams, Earthscan Publications Ltd, London, ISBN 13:978-1-85383-797-5, 2000.
Babel, L., Vinck, D., and Karssenberg, D.: Decision-making in model construction: Unveiling habits, Environ. Modell. Softw., 120, 104490, https://doi.org/10.1016/j.envsoft.2019.07.015, 2019.
Baijanova, F.: Talk That Talk: The Evaluation and Redesign of a Persuasive Game for Tackling Sexual Violence Among Students in Dutch Universities, Delft University of Technology, Delft, https://pure.tudelft.nl/ws/portalfiles/portal/157416291/TalkThatTalk_final.pdf (last access: 11 March 2023), 2022.
Barnaud, C. and Van Paassen, A.: Dilemmas of Participatory Natural Resource Management, Ecol. Soc., 18, 21, https://doi.org/10.5751/ES-05459-180221, 2013.
Barreteau, O., Bousquet, F., Étienne, M., Souchère, V., and d'Aquino, P.: Companion Modelling: A Method of Adaptive and Participatory Research, in: Companion Modelling, Springer Netherlands, Dordrecht, 13–40, https://doi.org/10.1007/978-94-017-8557-0_2, 2014.
Basco-Carrera, L., Warren, A., van Beek, E., Jonoski, A., and Giardino, A.: Collaborative modelling or participatory modelling? A framework for water resources management, Environ. Modell. Softw., 91, 95–110, https://doi.org/10.1016/j.envsoft.2017.01.014, 2017.
Basco-Carrera, L., Meijers, E., Sarısoy, H. D., Şanli, N. O., Coşkun, S., Oliemans, W., van Beek, E., Karaaslan, Y., and Jonoski, A.: An adapted companion modelling approach for enhancing multi-stakeholder cooperation in complex river basins, Int. J. Sust. Dev. World, 25, 747–764, https://doi.org/10.1080/13504509.2018.1445668, 2018.
Bassanelli, S., Vasta, N., Bucchiarone, A., and Marconi, A.: Gamification for behavior change: A scientometric review, Acta Psychol. (Amst), 228, 103657, https://doi.org/10.1016/j.actpsy.2022.103657, 2022.
Bayeck, R. Y.: Examining Board Gameplay and Learning: A Multidisciplinary Review of Recent Research, Simulat. Gaming, 51, 411–431, https://doi.org/10.1177/1046878119901286, 2020.
Bielsa, J. and Cazcarro, I.: Implementing integrated water resources management in the Ebro River Basin: From theory to facts, Sustainability (Switzerland), 7, 441–464, https://doi.org/10.3390/su7010441, 2015.
Biggs, R., Preiser, R., de Vos, A., Schlüter, M., Maciejewski, K., and Clements, H.: The Routledge Handbook of Research Methods for Social-Ecological Systems, Routledge, London, https://doi.org/10.4324/9781003021339, 2021.
Biswas, A. K.: Integrated water resources management: Is it working?, Int. J. Water Resour. D., 24, 5–22, https://doi.org/10.1080/07900620701871718, 2008.
Burke, A.: Group Work: How to Use Groups Effectively, Journal of Effective Teaching, 11, 87–95, 2011.
Carrera, L. B. and Mendoza, G. F.: Collaborative modelling – Engaging stakeholders in solving complex problems of water management, Global Water Partnership, https://www.researchgate.net/publication/319008238_Collaborative_modelling_-_Engaging_stakeholders_in_solving_complex_problems_of_water_management (last access: 17 April 2024), 2017.
Cavada, M. and Rogers, C. D. F.: Serious gaming as a means of facilitating truly smart cities: a narrative review, Behav. Inform. Technol., 39, 695–710, https://doi.org/10.1080/0144929X.2019.1677775, 2020.
Cidota, M. A., Lukosch, S. G., Dezentje, P., Bank, P. J. M., Lukosch, H. K., and Clifford, R. M. S.: Serious Gaming in Augmented Reality using HMDs for Assessment of Upper Extremity Motor Dysfunctions, i-com, 15, 155–169, https://doi.org/10.1515/icom-2016-0020, 2016.
Damron, K.: Using Board Games to Engage Non-interested Students in Accounting Classes, Journal of Instructional Research, 8, https://doi.org/10.9743/jir.2019.8.2.11, 2019.
Daniell, K. A., White, I., Ferrand, N., Ribarova, I. S., Coad, P., Rougier, J.-E., Hare, M., Jones, N. A., Popova, A., Rollin, D., Perez, P., and Burn, S.: Co-engineering Participatory Water Management Processes: Theory and Insights from Australian and Bulgarian Interventions, Ecol. Soc., 15, art11, https://doi.org/10.5751/ES-03567-150411, 2010.
Daré, W., Venot, J.-P., Le Page, C., and Aduna, A.: Problemshed or Watershed? Participatory Modelling towards IWRM in North Ghana, Water (Basel), 10, 721, https://doi.org/10.3390/w10060721, 2018.
Daré, W., Hassenforder, E., and Dray, A.: Observation manual for collective serious games, CIRAD – ComMod Association, https://doi.org/10.19182/agritrop/00144, 2021.
Defries, R. and Nagendra, H.: Ecosystem management as a wicked problem, Science (1979), 356, 265–270, https://doi.org/10.1126/science.aal1950, 2017.
Dell'Angelo, J., McCord, P. F., Baldwin, E., Cox, M. E., Gower, D., Caylor, K., and Evans, T. P.: Multilevel Governance of Irrigation Systems and Adaptation to Climate Change in Kenya, in: The Global Water System in the Anthropocene: Challenges for Science and Governance, edited by: Bhaduri, A., Bogardi, J., Leentvaar, J., and Marx, S., Springer, Cham, https://doi.org/10.1007/978-3-319-07548-8_21, 1–437, 2014.
de Vente, J., Reed, M. S., Stringer, L. C., Valente, S., and Newig, J.: How does the context and design of participatory decision making processes affect their outcomes? Evidence from sustainable land management in global drylands, Ecol. Soc., 21, https://doi.org/10.5751/ES-08053-210224, 2016.
Di Baldassarre, G., Wanders, N., AghaKouchak, A., Kuil, L., Rangecroft, S., Veldkamp, T. I. E., Garcia, M., van Oel, P. R., Breinl, K., and Van Loon, A. F.: Water shortages worsened by reservoir effects, Nat. Sustain., 1, 617–622, https://doi.org/10.1038/s41893-018-0159-0, 2018.
Douglas, B. D. and Brauer, M.: Gamification to prevent climate change: a review of games and apps for sustainability, Curr. Opin. Psychol., 42, 89–94, https://doi.org/10.1016/j.copsyc.2021.04.008, 2021.
Duncan, S.: Nonverbal communication, Psychol. Bull., 72, 118–137, https://doi.org/10.1037/h0027795, 1969.
Dutta, P. K. and Sundaram, R. K.: The Tragedy of the Commons?, Econ. Theory, 3, 413–426, 1993.
Edmunds, D. and Wollenberg, E.: A Strategic Approach to Multistakeholder Negotiations, Dev. Change, 32, 231–253, https://doi.org/10.1111/1467-7660.00204, 2001.
Ehrensperger, A. and Kiteme, B.: Upper Ewaso Ngiro River Basin Water Management Information Platform: Survey on Development priorities, Information Needs and Conflict Management Efforts, Nanyuki, Kenya, University of Bern, https://boris.unibe.ch/71791/1/Survey_report_ewaso_2b.pdf (last access: 4 April 2023), 2005.
Epstude, K. and Roese, N. J.: The functional theory of counterfactual thinking, Pers. Soc. Psychol. Rev., 12, 168–192, https://doi.org/10.1177/1088868308316091, 2008.
Étienne, M.: Companion Modelling: A participatory approach to support sustainable development, Springer Netherlands, Dordrecht, https://doi.org/10.1007/978-94-017-8557-0, 2014.
Etienne, M., du Toit, D. R., and Pollard, S.: ARDI: A co-construction method for participatory modelling in natural resources management, Ecol. Soc., 16, 44, https://doi.org/10.5751/ES-03748-160144, 2011.
Flood, S., Cradock-Henry, N. A., Blackett, P., and Edwards, P.: Adaptive and interactive climate futures: systematic review of `serious games' for engagement and decision-making, Environ. Res. Lett., 13, 063005, https://doi.org/10.1088/1748-9326/aac1c6, 2018.
Folke, C., Biggs, R., Norström, A. V., Reyers, B., and Rockström, J.: Social-ecological resilience and biosphere-based sustainability science, Ecol. Soc., 21, art41, https://doi.org/10.5751/ES-08748-210341, 2016.
Fox, J., McKnight, J., Sun, Y., Maung, D., and Crawfis, R.: Using a serious game to communicate risk and minimize psychological distance regarding environmental pollution, Telemat. Inform., 46, 101320, https://doi.org/10.1016/j.tele.2019.101320, 2020.
Gichuki, F. N.: Managing the externalities of declining dry season river flow: A case study from the Ewaso Ngiro North River Basin, Kenya, Water Resour. Res., 40, W08S03, https://doi.org/10.1029/2004WR003106, 2004.
Gichuki, F. N.: Water Scarcity and Conflicts: A Case Study of the Upper Ewaso Ng'iro North Basin, in: The Changing Face of Irrigation in Kenya: Opportunities for Anticipating Change in Eastern and Southern Africa, edited by: Blank, H. G.; Mutero, C. M., and Murray-Rust, H., IWMI, 113–134, https://hdl.handle.net/10568/37008 (last access: 27 June 2023), 2006.
Giordano, M. and Shah, T.: From IWRM back to integrated water resources management, Int. J. Water Resour. D., 30, 364–376, https://doi.org/10.1080/07900627.2013.851521, 2014.
Githinji, M., van Noordwijk, M., Muthuri, C., Speelman, E. N., and Jan Hofstede, G.: Farmer land-use decision-making from an instrumental and relational perspective, Curr. Opin. Env. Sust., 63, 101303, https://doi.org/10.1016/j.cosust.2023.101303, 2023.
Global Water Partnership: Integrated water resources management plans: Training manual and operational guide, CIDA – Canadian International Development Agency, http://www.cap-net.org/TMUploadedFiles/FileFor67/IWRM_Plan.doc (last access: 12 January 2023), 2005.
Godinez-Madrigal, J., Van Cauwenbergh, N., and van der Zaag, P.: Production of competing water knowledge in the face of water crises: Revisiting the IWRM success story of the Lerma-Chapala Basin, Mexico, Geoforum, 103, 3–15, https://doi.org/10.1016/j.geoforum.2019.02.002, 2019.
Gozalova, M. R., Gazilov, M. G., Kobeleva, O. V., Seredina, M. I., and Loseva, E. S.: Non-Verbal Communication in the Modern World, Mediterr. J. Soc. Sci., 7, 553–558, https://doi.org/10.5901/mjss.2016.v7n4p553, 2016.
Hare, M.: Forms of Participatory Modelling and its Potential for Widespread Adoption in the Water Sector, Environ. Policy Gov., 21, 386–402, https://doi.org/10.1002/eet.590, 2011.
Hirsch, D., Abrami, G., Giordano, R., Liersch, S., Matin, N., and Schlüter, M.: Participatory research for adaptive water management in a transition country – a case study from Uzbekistan, Ecol. Soc., 15, 23, https://doi.org/10.5751/ES-03549-150323, 2010.
Hobbs, D. A., Walker, A. W., Wilkinson, B. G., Hughes, M., Wesson, B. R., Hillier, S., Russo, R. N., and Reynolds, K. J.: Using a trans-disciplinary and trans-institutional team approach and co-design principles to develop an accessible serious gaming system for children with limited hand function, in: Design4Health, Proceedings of the Third European Conference on Design4Health, 13–16 July 2015, Sheffield, ISBN 978-1-84387-385-3, 2015.
Hummel, H. G. K., Joosten-ten Brinke, D., Nadolski, R. J., and Baartman, L. K. J.: Content validity of game-based assessment: case study of a serious game for ICT managers in training, Technol. Pedagog. Educ., 26, 225–240, https://doi.org/10.1080/1475939X.2016.1192060, 2017.
Irshad, M., Inoue, M., Ashraf, M., and Al-Busaidi, A.: The Management Options of Water for the Development of Agriculture in Dry Areas, J. Appl. Sci., 7, 1551–1557, https://doi.org/10.3923/jas.2007.1551.1557, 2007.
Isaac, R. M. and Walker, J. M.: Communication and Free-Riding Behavior: The Voluntary Contribution Mechanisim, Econ. Inq., 26, 585–608, https://doi.org/10.1111/j.1465-7295.1988.tb01519.x, 1988.
Jackson, C.: Internal and External Validity in Experimental Games: A Social Reality Check, Eur. J. Dev. Res., 24, 71–88, https://doi.org/10.1057/ejdr.2011.47, 2012.
Jääskä, E. and Aaltonen, K.: Teachers' experiences of using game-based learning methods in project management higher education, Project Leadership and Society, 3, 100041, https://doi.org/10.1016/j.plas.2022.100041, 2022.
Jain, S. and Singh, V. P.: River Basin Planning and Management, in: Water Resources Systems Planning and Management, Elsevier, 787–842, ISBN 9780444514295, https://doi.org/10.1016/S0167-5648(03)80068-0, 2003.
Janssen, M. A., Falk, T., Meinzen-Dick, R., and Vollan, B.: Using games for social learning to promote self-governance, Curr. Opin. Env. Sust., 62, 101289, https://doi.org/10.1016/j.cosust.2023.101289, 2023.
Javed, A. and Kohda, Y.: Facilitation Engineering: A realization of Dense Learning Through Facilitation Embedded in Serious Game, in: 2020 6th International Conference on Information Management (ICIM), 27–29 March 2020, London, UK, 306–313, https://doi.org/10.1109/ICIM49319.2020.244716, 2020.
Jean, S., Medema, W., Adamowski, J., Chew, C., Delaney, P., and Wals, A.: Serious games as a catalyst for boundary crossing, collaboration and knowledge co-creation in a watershed governance context, J. Environ. Manage., 223, 1010–1022, https://doi.org/10.1016/j.jenvman.2018.05.021, 2018.
Jonsson, A., Andersson, L., Alkan-Olsson, J., and Arheimer, B.: How participatory can participatory modelling be? Degrees of influence of stakeholder and expert perspectives in six dimensions of participatory modelling, Water Sci. Technol., 56, 207–214, https://doi.org/10.2166/wst.2007.453, 2007.
Khoury, M., Gibson, M. J., Savic, D., Chen, A. S., Vamvakeridou-Lyroudia, L., Langford, H., and Wigley, S.: A Serious Game Designed to Explore and Understand the Complexities of Flood Mitigation Options in Urban–Rural Catchments, Water (Basel), 10, 1885, https://doi.org/10.3390/w10121885, 2018.
Kim, D., Stewart Carter, A. L., and Misser, S. A.: AA1000 Stakeholder Engagement Standard, Accountability, 1–40 pp., 2018.
Kiteme, B.: Hotspots of Water Scarcity and Conflicts in the Ewaso Ng'iro North Basin, Centre for Training and Integrated Research in ASAL Development (CETRAD), https://www.cetrad.org/hotspots-of-water-scarcity-and-conflicts-in-the-ewaso-ngiro (last access: 22 December 2022), 2020.
Kouw, M.: Standing on the Shoulders of Giants—And Then Looking the Other Way? Epistemic Opacity, Immersion, and Modelling in Hydraulic Engineering, Perspectives on Science, 24, 206–227, https://doi.org/10.1162/POSC_a_00201, 2016.
Kuil, L., Evans, T., McCord, P. F., Salinas, J. L., and Blöschl, G.: Exploring the Influence of Smallholders' Perceptions Regarding Water Availability on Crop Choice and Water Allocation Through Socio–Hydrological Modelling, Water Resour. Res., 54, 2580–2604, https://doi.org/10.1002/2017WR021420, 2018.
Laikipia Forum: Water and Resilience, Laikipia Forum, https://www.youtube.com/watch?v=bgeKCyu-vd4 (last access: 6 July 2021), 2021.
Lanari, N., Schuler, R., Kohler, T., and Liniger, H.: The impact of commercial horticulture on river water resources in the Upper Ewaso Ng'iro River Basin, Kenya, Mt. Res. Dev., 38, 114–124, https://doi.org/10.1659/MRD-JOURNAL-D-16-00135, 2018.
Lawrence, M. G., Williams, S., Nanz, P., and Renn, O.: Characteristics, potentials, and challenges of transdisciplinary research, One Earth, 5, 44–61, https://doi.org/10.1016/j.oneear.2021.12.010, 2022.
Lenton, R. and Muller, M.: Integrated Water Resources Management in Practice, Routledge, https://doi.org/10.4324/9781849771740, 2012.
Lesrima, S., Nyamasyo, G., and Kiemo, K.: Unresolved Water Conflicts by Water Sector Institutions in Ewaso Ng'iro North River Sub-Basin, Kenya, Journal of Applied Sciences and Environmental Management, 25, 269–275, https://doi.org/10.4314/jasem.v25i2.21, 2021.
Lesrima, S. S.: Access to water resources and conflicts in the upper Ewaso Ng'iro North river sub-basin: A case of Laikipia County, Kenya, PhD thesis, University of Nairobi, Nairobi, Kenya, http://erepository.uonbi.ac.ke/handle/11295/107219 (last access: 6 December 2022), 2019.
Levin, K., Cashore, B., Bernstein, S., and Auld, G.: Overcoming the tragedy of super wicked problems: constraining our future selves to ameliorate global climate change, Policy Sci., 45, 123–152, https://doi.org/10.1007/s11077-012-9151-0, 2012.
Lieberoth, A., Holm Jensen, N., and Bredahl, T.: Selective psychological effects of nudging, gamification and rational information in converting commuters from cars to buses: A controlled field experiment, Transp. Res. Part F Traffic Psychol. Behav., 55, 246–261, https://doi.org/10.1016/j.trf.2018.02.016, 2018.
Lim, C. H., Wong, H. L., Elfithri, R., and Teo, F. Y.: A Review of Stakeholder Engagement in Integrated River Basin Management, Water (Switzerland), 14, https://doi.org/10.3390/w14192973, 2022.
Liniger, H., Gikonyo, J., Kiteme, B., and Wiesmann, U.: Assessing and Managing Scarce Tropical Mountain Water Resources, Mt. Res. Dev., 25, 163–173, https://doi.org/10.1659/0276-4741(2005)025[0163:aamstm]2.0.co;2, 2005.
Loucks, D. P. and van Beek, E.: Water Resources Planning and Management: An Overview, in: Water Resource Systems Planning and Management, Springer, Cham, 1–49, https://doi.org/10.1007/978-3-319-44234-1_1, 2017.
Marini, D., Medema, W., Adamowski, J., Veissière, S., Mayer, I., and Wals, A.: Socio-Psychological Perspectives on the Potential for Serious Games to Promote Transcendental Values in IWRM Decision-Making, Water (Basel), 10, 1097, https://doi.org/10.3390/w10081097, 2018.
Mathevet, R., Antona, M., Barnaud, C., Fourage, C., Trébuil, G., and Aubert, S.: Contexts and Dependencies in the ComMod Processes, in: Companion Modelling, edited by: Étienne, M., Springer Netherlands, Dordrecht, 103–125, https://doi.org/10.1007/978-94-017-8557-0_5, 2014.
Mayer, L. A., Loa, K., Cwik, B., Tuana, N., Keller, K., Gonnerman, C., Parker, A. M., and Lempert, R. J.: Understanding scientists' computational modelling decisions about climate risk management strategies using values-informed mental models, Global Environ. Chang., 42, 107–116, https://doi.org/10.1016/j.gloenvcha.2016.12.007, 2017.
McCord, P. F., Cox, M., Schmitt-Harsh, M., and Evans, T.: Crop diversification as a smallholder livelihood strategy within semi-arid agricultural systems near Mount Kenya, Land Use Policy, 42, 738–750, https://doi.org/10.1016/j.landusepol.2014.10.012, 2015.
Medema, W., Furber, A., Adamowski, J., Zhou, Q., and Mayer, I.: Exploring the Potential Impact of Serious Games on Social Learning and Stakeholder Collaborations for Transboundary Watershed Management of the St. Lawrence River Basin, Water (Basel), 8, 175, https://doi.org/10.3390/w8050175, 2016.
Melsen, L. A.: It Takes a Village to Run a Model—The Social Practices of Hydrological Modelling, Water Resour. Res., 58, e2021WR030, https://doi.org/10.1029/2021WR030600, 2022.
MKEWP: The Mount Kenya–Ewaso Water Partnership (MKEWP) strategic plan 2018-2022, Laikipia Wildlife Forum, https://www.laikipia.org/wp-content/uploads/2019/11/MKEWP-Strategic-Plan.pdf (last access: 3 November 2022), 2017.
Morschheuser, B., Riar, M., Hamari, J., and Maedche, A.: How games induce cooperation? A study on the relationship between game features and we-intentions in an augmented reality game, Comput. Hum. Behav., 77, 169–183, https://doi.org/10.1016/j.chb.2017.08.026, 2017.
Mungai, D. N., Ong, C. K., Kiteme, B., Elkaduwa, W., and Sakthivadivel, R.: Lessons from two long-term hydrological studies in Kenya and Sri Lanka, Agr. Ecosyst. Environ., 104, 135–143, https://doi.org/10.1016/j.agee.2004.01.011, 2004.
Mutiga, J. K., Mavengano, S. T., Zhongbo, S., Woldai, T., and Becht, R.: Water Allocation as a Planning Tool to Minimise Water Use Conflicts in the Upper Ewaso Ng'iro North Basin, Kenya, Water Resour. Manag., 24, 3939–3959, https://doi.org/10.1007/s11269-010-9641-9, 2010.
Mutiga, J. K., Zhongbo, S., and Woldai, T.: Impacts of agricultural intensification through upscaling of suitable rainwater harvesting technologies in the upper Ewaso Ng'iro North basin, Kenya, Hydrol. Earth Syst. Sci. Discuss., 8, 2477–2501, https://doi.org/10.5194/hessd-8-2477-2011, 2011.
Najjar, K. F. and Collier, C. R.: Integrated Water Resources Management: Bringing It All Together, Water Resources IMPACT, 13, 3–8, 2011.
Neset, T.-S., Andersson, L., Uhrqvist, O., and Navarra, C.: Serious Gaming for Climate Adaptation—Assessing the Potential and Challenges of a Digital Serious Game for Urban Climate Adaptation, Sustainability, 12, 1789, https://doi.org/10.3390/su12051789, 2020.
Ngigi, S. N., Savenije, H. H. G., and Gichuki, F. N.: Land use changes and hydrological impacts related to up-scaling of rainwater harvesting and management in upper Ewaso Ng'iro river basin, Kenya, Land Use Policy, 24, 129–140, https://doi.org/10.1016/j.landusepol.2005.10.002, 2007.
Noda, S., Shirotsuki, K., and Nakao, M.: The effectiveness of intervention with board games: A systematic review, Biopsychosoc Med, https://doi.org/10.1186/s13030-019-0164-1, 2019.
Norris, P. E., O'Rourke, M., Mayer, A. S., and Halvorsen, K. E.: Managing the wicked problem of transdisciplinary team formation in socio-ecological systems, Landscape Urban Plan., 154, 115–122, https://doi.org/10.1016/j.landurbplan.2016.01.008, 2016.
Obando, J. A., Opiyo, A. O., Luwesi, C. N., Shisanya, C., Förch, N., and Förch, G.: Kenya success story in water resources management: Participatory capacity building in integrated watershed management, in: Hydrology and Best Practices for Managing Water Resources in Arid and Semi-Arid Lands, edited by: Ondieki, C. M. and Kitheka, J., IGI Global, 185–208, https://doi.org/10.4018/978-1-5225-2719-0.ch010, 2017.
Oksanen, K.: Subjective Experience and Sociability in a Collaborative Serious Game, Simulat. Gaming, 44, 767–793, https://doi.org/10.1177/1046878113513079, 2013.
Orduña Alegría, M. E., Schütze, N., and Zipper, S. C.: A serious board game to analyze socio-ecological dynamics towards collaboration in agriculture+, Sustainability (Switzerland), 12, 5301, https://doi.org/10.3390/su12135301, 2020.
Orendo, S. T. J.: Water Resource Management in Upper Ewaso Ng'Iro North Catchment, University of Nairobi, http://erepository.uonbi.ac.ke:8080/xmlui/handle/123456789/28764 (last access: 21 January 2023), 2000.
Ostrom, E.: Coping with tragedies of the commons, Annu. Rev. Polit. Sci., 2, 493–535, https://doi.org/10.1146/annurev.polisci.2.1.493, 1999.
Ostrom, E.: Collective action and the evolution of social norms, J. Nat. Resour. Policy Res., 6, 235–252, https://doi.org/10.1080/19390459.2014.935173, 2014.
Ouariachi, T.: Facilitating Multi-Stakeholder Dialogue and Collaboration in the Energy Transition of Municipalities through Serious Gaming, Energies (Basel), 14, 3374, https://doi.org/10.3390/en14123374, 2021.
Page, C. Le, Dray, A., Perez, P., and Garcia, C.: Exploring How Knowledge and Communication Influence Natural Resources Management With REHAB, Simulat. Gaming, 47, 257–284, https://doi.org/10.1177/1046878116632900, 2016.
Poels, K., de Kort, Y. A. W., and Ijsselsteijn, W. A.: D3.3: Game Experience Questionnaire: development of a self-report measure to assess the psychological impact of digital games, Technische Universiteit Eindhoven, 47 pp., https://research.tue.nl/en/publications/d33-game-experience-questionnaire-development-of-a-self (last access: 3 December 2022), 2007.
Pohl, C., Truffer, B., and Hirsch-Hadorn, G.: Addressing Wicked Problems through Transdisciplinary Research, The Oxford Handbook of Interdisciplinarity, edited by: Frodeman, R., Oxford Academic, 319–331, https://doi.org/10.1093/oxfordhb/9780198733522.013.26, 2017.
Radzi, S. H. B. M., Ying, T. Y., Abidin, M. Z. Z., and Ahmad, P. A.: The effectiveness of board game towards soft skills development for higher education, Elementary Education Online, 94–106, https://www.bibliomed.org/?mno=19009 (last access: 28 July 2024), 2020.
Rahaman, M. M. and Varis, O.: Integrated water resources management: evolution, prospects and future challenges, Sustainability: Science, Practice and Policy, 1, 15–21, https://doi.org/10.1080/15487733.2005.11907961, 2005.
Redpath, S. M., Keane, A., Andrén, H., Baynham-Herd, Z., Bunnefeld, N., Duthie, A. B., Frank, J., Garcia, C. A., Månsson, J., Nilsson, L., Pollard, C. R. J., Rakotonarivo, O. S., Salk, C. F., and Travers, H.: Games as Tools to Address Conservation Conflicts, Trends Ecol. Evol., 33, 415–426, https://doi.org/10.1016/j.tree.2018.03.005, 2018.
Richards, N. and Syallow, D.: Water resources users associations in the Mara Basin, Kenya: Pitfalls and opportunities for community based natural resources management, Front. Environ. Sci. En., 6, 138, https://doi.org/10.3389/fenvs.2018.00138, 2018.
Riivari, E., Kivijärvi, M., and Lämsä, A.-M.: Learning teamwork through a computer game: for the sake of performance or collaborative learning?, ETR&D-Educ. Tech. Res., 69, 1753–1771, https://doi.org/10.1007/s11423-021-10009-4, 2021.
Rittel, H. W. J. and Webber, M. M.: Dilemmas in a General Theory of Planning, Policy Sci., 4, 155–169, 1973.
Rodela, R., Ligtenberg, A., and Bosma, R.: Conceptualizing serious games as a learning-based intervention in the context of natural resources and environmental governance, Water (Switzerland), 11, 245, https://doi.org/10.3390/w11020245, 2019.
Sajjadi, P., Bagher, M. M., Myrick, J. G., Guerriero, J. G., White, T. S., Klippel, A., and Swim, J. K.: Promoting systems thinking and pro-environmental policy support through serious games, Front. Environ. Sci., 10, 9572014, https://doi.org/10.3389/fenvs.2022.957204, 2022.
Savenije, H. H. G. and Van der Zaag, P.: Integrated water resources management: Concepts and issues, Phys. Chem. Earth, 33, 290–297, https://doi.org/10.1016/j.pce.2008.02.003, 2008.
Schuller, B. W., Dunwell, I., Weninger, F., and Paletta, L.: Serious gaming for behavior change: The state of play, IEEE Pervas. Comput., 12, 48–55, https://doi.org/10.1109/MPRV.2013.54, 2013.
Scott, C. A., El-Naser, H., Hagan, R. E., and Hijazi, A.: Facing Water Scarcity in Jordan: Reuse, Demand Reduction, Energy, and Transboundary Approaches to Assure Future Water Supplies, Water Int., 28, 209–216, https://doi.org/10.1080/02508060308691686, 2003.
Sivapalan, M., Savenije, H. H. G., and Blöschl, G.: Socio-hydrology: A new science of people and water, Hydrol. Process., 26, 1270–1276, https://doi.org/10.1002/hyp.8426, 2012.
Sokhem, P., Sunada, K., and Oishi, S.: Managing transboundary rivers: The case of the Mekong River Basin, Water Int., 32, 503–523, https://doi.org/10.1080/02508060.2007.9709685, 2007.
Speelman, E. N.: Gaming and Simulation to Explore Resilience of Contested Agricultural Landscapes, Wageningen University, 222 pp., https://research.wur.nl/en/publications/gaming-and-simulation-to-explore-resilience-of-contested-agricult (last access: 3 March 2023), 2014.
Speelman, E. N., García-Barrios, L. E., Groot, J. C. J., and Tittonell, P.: Gaming for smallholder participation in the design of more sustainable agricultural landscapes, Agr. Syst., 126, 62–75, https://doi.org/10.1016/j.agsy.2013.09.002, 2014.
Speelman, E. N., Van Noordwijk, M., and Garcia, C.: Gaming to better manage complex natural resource landscapes, in: Coinvestment in ecosystem services: global lessons from payment and incentive schemes, edited by: Namirembe, S., Leimona, B., van Noordwijk, M., and Minang, P., World Agroforestry (ICRAF), 1–11, https://research.wur.nl/en/publications/gaming-to-better-manage-complex-natural-resource-landscapes (last access: 22 April 2023), 2017.
Speelman, E. N., Rodela, R., Doddema, M., and Ligtenberg, A.: Serious gaming as a tool to facilitate inclusive business; a review of untapped potential, Curr. Opin. Env. Sust., 41, 31–37, https://doi.org/10.1016/j.cosust.2019.09.010, 2019.
Speelman, E. N., Rodela, R., van Noordwijk, M., and Hofstede, G. J.: Games, Sustainable Developmental Goals, Local Communities and Natural Resource Management Systems: An Expert Event SESAM Research Program, Wageningen University and Research Centre, https://doi.org/10.18174/565515, 2021.
Speelman, E. N., Escano, E., Marcos, D., and Becu, N.: Serious games and citizen science; from parallel pathways to greater synergies, Curr. Opin. Env. Sust., 64, https://doi.org/10.1016/j.cosust.2023.101320, 2023.
Stosch, K. C., Quilliam, R. S., Bunnefeld, N., and Oliver, D. M.: Rapid Characterisation of Stakeholder Networks in Three Catchments Reveals Contrasting Land-Water Management Issues, Land (Basel), 11, 2324, https://doi.org/10.3390/land11122324, 2022.
Taylor, A.-S. A.: Facilitation Matters: A framework for instructor-led serious gaming, University of Skövde, https://his.diva-portal.org/smash/record.jsf?pid=diva2:745056&dswid=5896 (last access: 12 November 2022), 2014.
The Star: How water shortage triggers Laikipia's conflicts: Pastoralists don't harvest it, farmers over-irrigate, https://www.the-star.co.ke/news/big-read/2017-10-29-how-water-shortage-triggers-laikipias-conflicts-pastoralists-dont-harvest-it-farmers-over-irrigate/ (last access: 22 April 2023), 2023.
The University of Queensland: Resolving group work issues, University of Queensland, https://my.uq.edu.au/information-and-services/student-support/study-skills/group-work/resolving-group-work-issues (last access: 14 November 2023), 2023.
The Water Act: Kenya Gazette Supplement: The Water Act of 2016, No. 164 (Acts No. 43), Kenya Gazette, https://kenyalaw.org/kl/fileadmin/pdfdownloads/Acts/WaterAct_No43of2016.pdf (last access: 7 October 2022), 2016.
Tilman, D. and Lehman, C.: Human-caused environmental change: Impacts on plant diversity and evolution, P. Natl. Acad. Sci. USA, 98, 5433–5440, https://doi.org/10.1073/pnas.091093198, 2001.
UNSDG: Common Minimum Standards for Multi-stakeholder Engagement in the UNDAF, United Nations Sustainable Development Group, https://unsdg.un.org/resources/common-minimum-standards-multi-stakeholder-engagement (last access: 6 December 2022), 2022.
van Noordwijk, M.: Integrated natural resource management as pathway to poverty reduction: Innovating practices, institutions and policies, Agr. Syst., 172, 60–71, https://doi.org/10.1016/j.agsy.2017.10.008, 2019.
Van Noordwijk, M., Speelman, E., Hofstede, G. J., Farida, A., Wamucii, C. N., Kimbowa, G., Geraud, G., Assogba, C., Best, L., Tanika, L., Githinji, M., Rosero, P., Sari, R. R., Satnarain, U., Adiwibowo, S., Ligtenberg, A., Muthuri, C., Marielos Purwanto, E. P.-C., van Oel, P., Rozendaal, D., Suprayogo, D., and Teuling, A. J.: Sustainable Agroforestry Landscape Management: Changing the Game, Land (Basel), 9, 1–38, https://doi.org/10.3390/land9080243, 2020.
van Noordwijk, M., Leimona, B., Amaruzaman, S., Pascual, U., Minang, P. A., and Prabhu, R.: Five levels of internalizing environmental externalities: decision-making based on instrumental and relational values of nature, Curr. Opin. Env. Sust., 63, 101299, https://doi.org/10.1016/j.cosust.2023.101299, 2023.
van Peppen, L., Faber, T. J. E., Erasmus, V., and Dankbaar, M. E. W.: Teamwork Training With a Multiplayer Game in Health Care: Content Analysis of the Teamwork Principles Applied, JMIR Serious Games, 10, e38009, https://doi.org/10.2196/38009, 2022.
Velasco-Muñoz, J. F., Aznar-Sánchez, J. A., Batlles-delaFuente, A., and Fidelibus, M. D.: Rainwater Harvesting for Agricultural Irrigation: An Analysis of Global Research, Water (Basel), 11, 1320, https://doi.org/10.3390/w11071320, 2019.
Venot, J.-P., Jensen, C. B., Delay, E., and Daré, W.: Mosaic glimpses: Serious games, generous constraints, and sustainable futures in Kandal, Cambodia, World Dev., 151, 105779, https://doi.org/10.1016/j.worlddev.2021.105779, 2022.
Villamor, G. B., Sharma-Wallace, L., van Noordwijk, M., Barnard, T., and Meason, D. F.: A systematic review of participatory integrated assessment at the catchment scale: Lessons learned from practice, Current Research in Environmental Sustainability, 4, 100167, https://doi.org/10.1016/j.crsust.2022.100167, 2022.
Voinov, A. and Gaddis, E. J. B.: Lessons for successful participatory watershed modelling: A perspective from modelling practitioners, Ecol. Model., 216, 197–207, https://doi.org/10.1016/j.ecolmodel.2008.03.010, 2008.
Wamucii, C. N., van Oel, P. R., Ligtenberg, A., Gathenya, J. M., and Teuling, A. J.: Land use and climate change effects on water yield from East African forested water towers, Hydrol. Earth Syst. Sci., 25, 5641–5665, https://doi.org/10.5194/hess-25-5641-2021, 2021.
Wamucii, C. N., Teuling, A. J., Ligtenberg, A., Gathenya, J. M., and van Oel, P. R.: Human influence on water availability variations in the upper Ewaso Ng'iro river basin, Kenya, J. Hydrol. Reg. Stud., 47, 101432, https://doi.org/10.1016/j.ejrh.2023.101432, 2023.
Wang, C. and Huang, L.: A Systematic Review of Serious Games for Collaborative Learning: Theoretical Framework, Game Mechanic and Efficiency Assessment, International Journal of Emerging Technologies in Learning (iJET), 16, 88, https://doi.org/10.3991/ijet.v16i06.18495, 2021.
Wendel, V., Hertin, F., Göbel, S., and Steinmetz, R.: Collaborative Learning by means of MultiplayerSerious Games, Proceedings of ICWL, 6483, 289–298, 2020.
Wesselow, M. and Stoll-Kleemann, S.: Role-playing games in natural resource management and research: Lessons learned from theory and practice, Geogr. J., 184, 298–309, https://doi.org/10.1111/geoj.12248, 2018.
Wiesmann, U., Gichuki, F. N., Kiteme, B. P., and Liniger, H.: Mitigating conflicts over scarce water resources in the highland-lowland system of Mount Kenya, Mt. Res. Dev., 20, 10–15, https://doi.org/10.1659/0276-4741(2000)020[0010:MCOSWR]2.0.CO;2, 2000.
Wolf, T.: Green gamification: How gamified information presentation affects pro-environmental behavior, in: CEUR Workshop Proc., 1–3 April 2020, Levi, Finland, 2637, 82–91, https://ceur-ws.org/Vol-2637/paper9.pdf (last access: 9 February 2023), 2020.
Worosz, M. R.: Transdisciplinary research for wicked problems, Agric. Human Values, 39, 1185–1189, https://doi.org/10.1007/s10460-022-10371-w, 2022.
Yousef, S. F.: Water Scarcity and Conflict between Upstream and Downstream Riparian Countries, Water Economics and Policy, 7, 1–61, https://doi.org/10.1142/S2382624X21500120, 2021.
Short summary
The study explored the role of serious gaming in strengthening stakeholder engagement in addressing human–water challenges. The gaming approach guided community discussions toward implementable decisions. The results showed increased active participation, knowledge gain, and use of plural pronouns. We observed decreased individual interests and conflicts among game participants. The study presents important implications for creating a collective basis for water resources management.
The study explored the role of serious gaming in strengthening stakeholder engagement in...