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Open research questions in Ecosystem dynamics and resilience

116 gap statements mined from Ecosystem dynamics and resilience papers in our 4.5M-paper local library, which holds 767 papers on the topic — drawn mostly from each paper's own stated research gap, future-work, challenge and limitation notes, and its abstract. The ones listed below are a selection still marked open; each names the study that raised it, with a DOI link where the paper has one.

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What the literature leaves open

  • There is a lack of systematic attention to whether a given empirical measurement protocol will detect a known transition in nonlinear systems. The paper identifies a gap in the understanding of how to choose an appropriately observable for detecting transitions between dynamical regimes.

    Persistence collapse transitions and observable admissibility in nonlinear dynamical systems: a preregistered empirical benchmark · 2026 · DOI

  • A lack of quantitative assessment of early warning signals for critical transitions. A need to evaluate the robustness of early warning signals against perturbations. A gap in the comparison of early warning signals across different models.

    Performance comparison of early warning signals for critical transition based on power spectrum and distribution morphological characteristics · 2026 · DOI

  • The lack of understanding of the coupled human-environment system and the feedback loop between lake phosphorus concentrations and human behavior. The need to study the rate-induced tipping in a lake eutrophication model coupled with human activities. The gap in current research is the lack of analysis of the boundary dynamics and the effect of the rate of change of parameters on the basin of attraction.

    Rate-induced tipping in a lake eutrophication model coupled with human activities · 2026 · DOI

  • Nowadays though there is a growing emphasis on transformability into a more desirable SES with deliberate human actions rather than adapting to the existing conditions, this theory has not been tested, due to the lack of large-scale and long-term records.

    Humans can rebuild severely eroded resilience: Demo with millennia-long records in China's Loess Plateau · 2026 · DOI

  • Precipitation is scarce in arid regions, making water redistribution a key driver of vegetation patterns, especially for non‐zonal vegetation in oases.

    Mechanisms of Vegetation Community Self‐Organization Driven by Water Availability in Arid Northwest China · 2026 · DOI

  • Nevertheless, the coupling and mutual feedback mechanism between water and vegetation distribution is complex, and it has not been fully addressed.

    Mechanisms of Vegetation Community Self‐Organization Driven by Water Availability in Arid Northwest China · 2026 · DOI

  • However, the nonlinear interactive effects of hydrological and temperature factors on the vegetation growth pattern remain poorly understood.

    Impact of Hydrological Regime and Temperature on Vegetation Growth Patterns in Floodplain Lakes Under Extreme Drought · 2026 · DOI

  • Recent concerns suggest that such transitions could be triggered by individual extreme events, yet the underlying mechanisms remain poorly understood.

    Impact of non-symmetric α-stable Lévy processes on mean exit time in abrupt climate transitions · 2026 · DOI

  • Deep learning offers powerful tools for anticipating tipping points in complex systems, yet its potential for detecting flickering (noise-driven switching between coexisting stable states) remains unexplored.

    Echoes before collapse: Deep learning detection of flickering in complex systems · 2026 · DOI

  • While resilience has become a key concept in forest management, its associations under combined pressures of climate stressors and fragmentation remain insufficiently understood, especially in metropolitan forested landscapes.

    Climate-mediated associations between landscape fragmentation and metropolitan forest resilience in subtropical China · 2026 · DOI

  • There is a lack of understanding of the mechanisms that govern the formation and dynamics of spatiotemporal vegetation patterns. The relation between vegetation patterning changes/disturbances and catastrophic/irreversible transitions is not well understood.

    Numerical bifurcation analysis of turing and symmetry broken patterns of a PDE model for vegetation dynamics · 2026 · DOI

  • Based on these overviews, we propose that future research should focus on developing a unified spatial savanna model, which considers all of the relevant ecosystem mechanisms along a rainfall gradient.

    A review of dynamics in spatial savanna models · 2026 · DOI

  • Regime shifts from grassland to shrubland are a key feature of dryland degradation, yet the role of connectivity in understanding these transitions remains poorly quantified.

    The role of connectivity in understanding grassland-shrubland regime shifts: Impacts of aridity, grazing and wind dynamics · 2026 · DOI

  • The Greater Khingan Mountains (GKM), where permafrost and non-permafrost regions coexist, has experienced pronounced climatic changes in recent decades, yet the spatial patterns and long-time trends of vegetation resilience remain unclear.

    Divergent responses of vegetation resilience to climate change across permafrost and non-permafrost regions in the Greater Khingan Mountains, China · 2026 · DOI

  • However, quantitative evidence for threshold responses and their dynamics remain scarce.

    Land use intensification results in abrupt transitions between extensively and intensively managed grasslands · 2026 · DOI

  • A comprehensive multiscale framework linking anatomy, physiology, regulation, and governance has not been systematically articulated. Prior analogies have largely remained at the level of metaphor or partial mapping.

    The Body Underground: A Biological Framework for Infrastructure Health, Regulation and Resilience · 2026 · DOI

  • Defining composite health indices from identified vital signs. Testing predictive validity of homeostatic interpretations against conventional performance models. Evaluating whether feedback-based governance improves early intervention outcomes.

    The Body Underground: A Biological Framework for Infrastructure Health, Regulation and Resilience · 2026 · DOI

  • Investigating the effects of correlated stochastic nulls on the protocol - Extending the study to other nonlinear systems - Examining the robustness of the results to changes in protocol…

    Persistence collapse transitions and observable admissibility in nonlinear dynamical systems: a preregistered empirical benchmark · 2026 · DOI

  • Further research could investigate the application of the spectral exponent and skewness coefficient to other systems, - Further research could explore the effect of different perturbation magnitudes and sliding window lengths on the early warning signals, - Further research could compare the performance of the spectral exponent and skewness coefficient with other early warning…

    Performance comparison of early warning signals for critical transition based on power spectrum and distribution morphological characteristics · 2026 · DOI

  • Investigating the impact of climate change on forest-savanna bistability, - Examining the role of human activity in shaping ecosystem structure and resilience, - Developing more comprehensive models that incorporate additional…

    Spatial modeling of forest-savanna bistability: impacts of fire dynamics and timescale separation · 2026 · DOI

  • Many models of forest-savanna bistability do not explicitly model fire dynamics and vegetation regrowth, - There is a gap between slow-timescale vegetation models and highly resolved fire…

    Spatial modeling of forest-savanna bistability: impacts of fire dynamics and timescale separation · 2026 · DOI

  • Further analysis of the relation between vegetation patterning changes/disturbances and catastrophic/irreversible transitions, - Investigation of the effect of other parameters on the pattern…

    Numerical bifurcation analysis of turing and symmetry broken patterns of a PDE model for vegetation dynamics · 2026 · DOI

  • The subject of future work is to consider variations of the model in (1.1) to account for the fact that plants compete for resources, - To analyze the system with more complex and realistic assumptions, - To study the effects of other factors…

    Stability and Self-Organized Patterns in Coupled Ecohydrological–Fire Dynamics: A Model of Vegetation–Rainfall–Bushfire Interactions · 2026 · DOI

  • The paper identifies a gap in understanding the effect of diffusion and plant competition on the stability of the ecosystem. The study aims to fill this gap by analyzing the system of partial differential equations and detecting pattern formation and stability.

    Stability and Self-Organized Patterns in Coupled Ecohydrological–Fire Dynamics: A Model of Vegetation–Rainfall–Bushfire Interactions · 2026 · DOI

  • However, in contrast to previous bare soil experiments, we only found scarce evidence for substantial synergistic effects of simultaneous perturbations in our experiment conducted with mesocosms that contained vegetation.

    Combined negative effects of simultaneous perturbations on grassland functionality · 2026 · DOI

Most-cited papers in Ecosystem dynamics and resilience

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Open questions raised by papers listed on this page include: (1) There is a lack of systematic attention to whether a given empirical measurement protocol will detect a known transition in nonlinear systems (“Persistence collapse transitions and observable admissibility in nonlinear…”, 2026); (2) A lack of quantitative assessment of early warning signals for critical transitions (“Performance comparison of early warning signals for critical transition based…”, 2026); (3) The lack of understanding of the coupled human-environment system and the feedback loop between lake phosphorus concentrations and human behavior (“Rate-induced tipping in a lake eutrophication model coupled with human…”, 2026); (4) Precipitation is scarce in arid regions, making water redistribution a key driver of vegetation patterns, especially for non‐zonal vegetation in oases (“Mechanisms of Vegetation Community Self‐Organization Driven by Water…”, 2026); (5) The nonlinear interactive effects of hydrological and temperature factors on the vegetation growth pattern remain poorly understood (“Impact of Hydrological Regime and Temperature on Vegetation Growth Patterns in…”, 2026). 116 gap statements have been mined from Ecosystem dynamics and resilience papers in our 4.5M-paper local library, which holds 767 papers on the topic; the gaps come from whichever of those papers state one. They are mostly the research gaps the authors state and the papers' abstracts, plus future-work, limitations and challenges passages. The ones listed below are a selection still marked open; each names the study that raised it, with a DOI link where the paper has one, so you can read the original claim in context.

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