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active restoration

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Active restoration is a process in ecological management aimed at reestablishing and rehabilitating ecosystems to their original state or function through direct human intervention, such as planting native species, removing invasive species, and restoring natural hydrology, thereby enhancing biodiversity and ecosystem services.
lightbulbAbout this topic
Active restoration is a process in ecological management aimed at reestablishing and rehabilitating ecosystems to their original state or function through direct human intervention, such as planting native species, removing invasive species, and restoring natural hydrology, thereby enhancing biodiversity and ecosystem services.

Key research themes

1. How can adaptive and user-guided frameworks improve the efficacy and scalability of data-driven active restoration?

This research area focuses on developing computational frameworks that integrate user feedback, machine learning, and optimization to enhance data quality and restoration outcomes. It addresses the challenge of balancing automation and expert involvement to efficiently repair and restore data or ecosystems, ensuring higher accuracy, scalability, and minimal user effort. These adaptive methods leverage grouping, likelihood maximization, and active learning to prioritize restoration actions in complex, error-prone settings relevant to ecosystem or data restoration.

Key finding: Proposed GDR, a framework combining decision theory's value of information and active learning to group and rank potential database repairs for user consultation, significantly improving data quality with minimal user input.... Read more
Key finding: Introduced SCARE, a scalable data repairing framework based on maximizing data likelihood via partitioning and machine learning to predict accurate repair updates, improving scalability and replacement value quality over... Read more

2. What experimental designs optimize ecological restoration success and biodiversity persistence at large spatial scales?

This theme explores the design and implementation of systemic experimental restoration approaches that promote landscape heterogeneity and connectivity through replicating treatment mosaics across habitats. It addresses how replication and spatial variability at multiple scales enable rigorous testing of restoration strategies, facilitate rare species persistence, and improve inference on community assembly and ecosystem functioning. These approaches contrast with traditional unreplicated trial-and-error restoration efforts dominating large-scale environmental management.

Key finding: Recommended systemic experimental restoration deploying mosaics of replicated treatments within habitat mosaics for large-scale ecological restorations, enhancing inference on causal factors affecting success. Demonstrated... Read more

3. How can predictive models advance understanding and management of time to recovery in ecological restoration?

This research strand develops quantitative predictive methods estimating recovery trajectories and time to compositional or functional ecosystem recovery post-disturbance. Novel ordination regression-based approaches account for nonlinear successional patterns and allow comparison of restoration effectiveness across management options. Accurate prediction of recovery timings informs restoration goals, monitoring, and adaptive management, addressing the challenge of ecosystem complexity, variable successional rates, and metric selection.

Key finding: Developed ORBA, an ordination regression-based method enabling prediction of time to species compositional recovery accounting for linear and asymptotic (nonlinear) successional trajectories. Applied to an 18-year boreal... Read more
Key finding: Compared predictions of recovery times for species composition, species richness, total cover, and physical environment in alpine spoil heaps, demonstrating that species compositional recovery is slower than other biotic and... Read more

All papers in active restoration

Restoration is considered an effective strategy to accelerate the recovery of biological communities at local scale. However, the effects of restoration actions in the marine ecosystems are still unpredictable. We performed a global... more
Farmland afforestation has been promoted in recent decades and is one of the main strategies included in the UN Decade on Ecosystem Restoration to recover degraded areas. However, the impacts of afforestation on plant diversity and soil... more
Restoration is considered an effective strategy to accelerate the recovery of biological communities at local scale. However, the effects of restoration actions in the marine ecosystems are still unpredictable. We performed a global... more
Ecological restoration (ER) of terrestrial ecosystems has become widespread in past decades. However, assessing its success is complex mainly due to the diversity of objectives pursued, actions undertaken but also statistical methods for... more
The rapid pace of deforestation and fragmentation that took place in the Brazilian Atlantic Forest and other global hotspots for biodiversity conservation has motivated ecosystem restoration efforts. The genetic viability of restored tree... more
The rapid pace of deforestation and fragmentation that took place in the Brazilian Atlantic Forest and other global hotspots for biodiversity conservation has motivated ecosystem restoration efforts. The genetic viability of restored tree... more
Recent studies consider the native flora as a potential source of plant candidates for phytostabilization of metal and metalloid (MM) contaminated soils, but ecological restoration is not the main objective of these researches. However,... more
Your article is protected by copyright and all rights are held exclusively by Springer Science+Business Media, LLC. This e-offprint is for personal use only and shall not be selfarchived in electronic repositories. If you wish to... more
Ecological restoration (ER) of terrestrial ecosystems has become widespread in past decades. However, assessing its success is complex mainly due to the diversity of objectives pursued, actions undertaken but also statistical methods for... more
Ecological restoration (ER) of terrestrial ecosystems has become widespread in past decades. However, assessing its success is complex mainly due to the diversity of objectives pursued, actions undertaken but also statistical methods for... more
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