Adaptive behavior of farmers under consecutive droughts results in more vulnerable farmers: a large-scale agent-based modeling analysis in the Bhima basin, India

Abstract. Consecutive droughts, becoming more likely, produce impacts beyond the sum of individual events by altering catchment hydrology and influencing farmers' adaptive responses. We use the Geographical, Environmental, and Behavioural (GEB) model, a coupled agent-based hydrological model, and expand it with the subjective expected utility theory (SEUT) to simulate farmer behavior and subsequent hydrological interactions. We apply GEB to analyze the adaptive responses of ∼1.4 million heterogeneous farmers in India's Bhima basin over consecutive droughts and compare scenarios with and without adaptation. In adaptive scenarios, farmers can either do nothing, switch crops, or dig wells, based on each action's expected utility. Our analysis examines how these adaptations affect profits, yields, and groundwater levels, considering, e.g., farm size, risk aversion, and drought perception. Results indicate that farmers' adaptive responses can decrease drought vulnerability and impact after one drought (6 times the yield loss reduction) but increase them over consecutive periods due to switching to water-intensive crops and homogeneous cultivation (+15 % decline in income). Moreover, adaptive patterns, vulnerability, and impacts vary spatiotemporally and between individuals. Lastly, ecological and social shocks can coincide to plummet farmer incomes. We recommend alternative or additional adaptations to wells to mitigate drought impact and emphasize the importance of coupled socio-hydrological agent-based models (ABMs) for risk analysis or policy testing.

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Publication Details

Journal
Natural hazards and earth system sciences
Published
2025-03-06
DOI
https://doi.org/10.5194/nhess-25-1013-2025
Citations
4
Primary Topic
Water resources management and optimization
Type
article
Field-Weighted Citation Impact
4.58

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article

Adaptive behavior of farmers under consecutive droughts results in more vulnerable farmers: a large-scale agent-based modeling analysis in the Bhima basin, India

Heidi Kreibich, Maurice Kalthof, Jens de Bruijn, Hans de Moel et al.
4 citations
Natural hazards and earth system sciences
Water resources management and optimization
4.58
article

Adaptive behavior of farmers under consecutive droughts results in more vulnerable farmers: a large-scale agent-based modeling analysis in the Bhima basin, India

Heidi Kreibich, Maurice Kalthof, Jens de Bruijn, Hans de Moel, Jeroen C. J. H. Aerts
article en
4 citations

Abstract

Abstract. Consecutive droughts, becoming more likely, produce impacts beyond the sum of individual events by altering catchment hydrology and influencing farmers' adaptive responses. We use the Geographical, Environmental, and Behavioural (GEB) model, a coupled agent-based hydrological model, and expand it with the subjective expected utility theory (SEUT) to simulate farmer behavior and subsequent hydrological interactions. We apply GEB to analyze the adaptive responses of ∼1.4 million heterogeneous farmers in India's Bhima basin over consecutive droughts and compare scenarios with and without adaptation. In adaptive scenarios, farmers can either do nothing, switch crops, or dig wells, based on each action's expected utility. Our analysis examines how these adaptations affect profits, yields, and groundwater levels, considering, e.g., farm size, risk aversion, and drought perception. Results indicate that farmers' adaptive responses can decrease drought vulnerability and impact after one drought (6 times the yield loss reduction) but increase them over consecutive periods due to switching to water-intensive crops and homogeneous cultivation (+15 % decline in income). Moreover, adaptive patterns, vulnerability, and impacts vary spatiotemporally and between individuals. Lastly, ecological and social shocks can coincide to plummet farmer incomes. We recommend alternative or additional adaptations to wells to mitigate drought impact and emphasize the importance of coupled socio-hydrological agent-based models (ABMs) for risk analysis or policy testing.

Natural hazards and earth system sciencesVol. 25(3)
International Institute for Applied Systems Analysis (AT), GFZ Helmholtz Centre for Geosciences (DE), Vrije Universiteit Amsterdam (NL)
European Research Council
Openalex Percentile: Top 6%
Water resources management and optimization
4.58
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