Lisa Boström-Einarsson
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Research Subjects
Lisa Boström-Einarsson has a total of 106 co-authors. Here are the top co-authors by number of shared publications:
- Geoffrey P. Jones
ARC Centre of Excellence for Coral Reef Studies, James Cook University, Townsville, Australia
5 shared publications - Ian M. McLeod
TropWATER, Centre for Tropical Water and Aquatic Ecosystem Research James Cook University Townsville Queensland Australia
5 shared publications - Mary C. Bonin
Great Barrier Reef Foundation Brisbane Queensland Australia
4 shared publications - Philip L. Munday
ARC Centre of Excellence for Coral Reef Studies James Cook University Townsville Queensland Australia
4 shared publications - Adam Kingsley Smith
Reef Ecologic, 14 Cleveland Terrace, Townsville, QLD 4810, Australia
3 shared publications - B. K. Diggles
DigsFish Services Pty Ltd Banksia Beach Queensland Australia
2 shared publications
Latest Publications
- Open Access
- 19 September 2025
- Published by Wiley in Journal of Animal Ecology
- Vol. 94 (12) , 2421-2430
Density dependent habitat selection in response to habitat loss in a coral reef fish
Habitat degradation alters the availability and quality of resources, with ramifications for how populations distribute across remnant patches. Decisions about habitat use are often made to optimise fitness by minimising competition for resources. Individuals can sort themselves optimally across patches by selecting habitat based on the density of resident individuals, yet it is unclear whether this mechanism is disrupted by habitat loss. Moreover, density‐dependent habitat selection could create a socially reinforced ‘bandwagon’ effect in species that use adults as a positive settlement cue. Here, we aimed to (1) determine the effect of habitat degradation on density‐dependent habitat selection and (2) test whether habitat use by adults influences settlement decisions by juveniles via a bandwagon effect in the coral‐associated reef fish, Pomacentrus moluccensis . We combined field surveys with a habitat choice experiment in Pomacentrus moluccensis to assess how fish respond to varying coral quality and conspecfici densities. Field observations revealed that adults only used dead coral on degraded reefs where fish densities on surrounding remnant live colonies were exceptionally high. When presented experimentally with the choice of two colonies, fish were more likely to choose a near empty alternate colony when the other colony was severely crowded with conspecifics. Taken together, these results offer strong support for density‐dependent habitat selection during habitat loss. This choice cascades to influence juvenile habitat use: juveniles selected dead corals to a greater extent if there was a conspecific adult present. To our knowledge, this is the first empirical demonstration of how habitat degradation can trigger density‐dependent habitat selection, which in turn may shape settlement decisions in the next generation via socially mediated cues.
- 19 September 2025
- Published by Wiley in Journal of Animal Ecology
- Vol. 94 (12) , 2421-2430
Open AccessDensity dependent habitat selection in response to habitat loss in a coral reef fish
Habitat degradation alters the availability and quality of resources, with ramifications for how populations distribute across remnant patches. Decisions about habitat use are often made to optimise fitness by minimising competition for resources. Individuals can sort themselves optimally across patches by selecting habitat based on the density of resident individuals, yet it is unclear whether this mechanism is disrupted by habitat loss. Moreover, density‐dependent habitat selection could create a socially reinforced ‘bandwagon’ effect in species that use adults as a positive settlement cue. Here, we aimed to (1) determine the effect of habitat degradation on density‐dependent habitat selection and (2) test whether habitat use by adults influences settlement decisions by juveniles via a bandwagon effect in the coral‐associated reef fish, Pomacentrus moluccensis . We combined field surveys with a habitat choice experiment in Pomacentrus moluccensis to assess how fish respond to varying coral quality and conspecfici densities. Field observations revealed that adults only used dead coral on degraded reefs where fish densities on surrounding remnant live colonies were exceptionally high. When presented experimentally with the choice of two colonies, fish were more likely to choose a near empty alternate colony when the other colony was severely crowded with conspecifics. Taken together, these results offer strong support for density‐dependent habitat selection during habitat loss. This choice cascades to influence juvenile habitat use: juveniles selected dead corals to a greater extent if there was a conspecific adult present. To our knowledge, this is the first empirical demonstration of how habitat degradation can trigger density‐dependent habitat selection, which in turn may shape settlement decisions in the next generation via socially mediated cues.
- Open Access
- 10 February 2025
- Published by Wiley
Reef fish aggression tracks resource availability throughout coral loss and recovery
Habitat loss caused by anthropogenic climate change poses a significant threat to global biodiversity, and behavioural change is often the first line of defence for affected organisms. However, the potential for altered behaviour to moderate the impact of resource loss remains untested. Using a six-year dataset from three reefs in Japan, we investigated the behavioural responses of 23 butterflyfish species to coral habitat loss and recovery. Aggressive behaviours decreased when resources were depleted, consistent with predictions from the economic defendability model. Once coral cover recovered, aggression returned to pre-disturbance levels, demonstrating behavioural flexibility potentially capable of preventing energetic deficits in the short-term. These results underscore the importance of behavioural plasticity in species survival during environmental disturbances and highlight potential ramifications for ecological dynamics at broader scales, such as species coexistence. Our results emphasise the need to understand and conserve behavioural adaptive capacities in the face of ongoing global change.
- 10 February 2025
- Published by Wiley
Open AccessReef fish aggression tracks resource availability throughout coral loss and recovery
Habitat loss caused by anthropogenic climate change poses a significant threat to global biodiversity, and behavioural change is often the first line of defence for affected organisms. However, the potential for altered behaviour to moderate the impact of resource loss remains untested. Using a six-year dataset from three reefs in Japan, we investigated the behavioural responses of 23 butterflyfish species to coral habitat loss and recovery. Aggressive behaviours decreased when resources were depleted, consistent with predictions from the economic defendability model. Once coral cover recovered, aggression returned to pre-disturbance levels, demonstrating behavioural flexibility potentially capable of preventing energetic deficits in the short-term. These results underscore the importance of behavioural plasticity in species survival during environmental disturbances and highlight potential ramifications for ecological dynamics at broader scales, such as species coexistence. Our results emphasise the need to understand and conserve behavioural adaptive capacities in the face of ongoing global change.
- Open Access
- 1 January 2024
- Published by Wiley in Ecological Management & Restoration
- Vol. 25 (1) , 14-20
Database for marine and coastal restoration projects in Australia and New Zealand
Summary: The United Nations has declared 2021–2030 as the Decade on Ecosystem Restoration and the Decade of Ocean Science for Sustainable Development. These declarations emphasise the importance of restoring degraded marine and coastal ecosystems and supporting research and knowledge. The number and scale of marine and coastal restoration projects have been increasing in Australia and New Zealand over the past 40 years. However, the lack of a central repository of projects and their results limits opportunities to share knowledge to improve effectiveness. To address this gap, we developed the Australian and New Zealand Marine and Coastal Restoration Database. Information for this database was gathered from publicly available documents (peer‐reviewed journal articles and technical reports) and discussions with key organisations that lead projects in Australia and New Zealand. For each project, we recorded the start date, duration, spatial scale, location, details on monitoring, and success criteria. The database includes information up until 1 June 2020. It is available online via the Australian Coastal Restoration Network website.
- 1 January 2024
- Published by Wiley in Ecological Management & Restoration
- Vol. 25 (1) , 14-20
Open AccessDatabase for marine and coastal restoration projects in Australia and New Zealand
Summary: The United Nations has declared 2021–2030 as the Decade on Ecosystem Restoration and the Decade of Ocean Science for Sustainable Development. These declarations emphasise the importance of restoring degraded marine and coastal ecosystems and supporting research and knowledge. The number and scale of marine and coastal restoration projects have been increasing in Australia and New Zealand over the past 40 years. However, the lack of a central repository of projects and their results limits opportunities to share knowledge to improve effectiveness. To address this gap, we developed the Australian and New Zealand Marine and Coastal Restoration Database. Information for this database was gathered from publicly available documents (peer‐reviewed journal articles and technical reports) and discussions with key organisations that lead projects in Australia and New Zealand. For each project, we recorded the start date, duration, spatial scale, location, details on monitoring, and success criteria. The database includes information up until 1 June 2020. It is available online via the Australian Coastal Restoration Network website.
- Open Access
- 4 January 2023
- Published by The Royal Society in Proceedings Of The Royal Society B-Biological Sciences
- Vol. 290 (1990) , 20222158
Rapid resource depletion on coral reefs disrupts competitor recognition processes among butterflyfish species
Avoiding costly fights can help conserve energy needed to survive rapid environmental change. Competitor recognition processes help resolve contests without escalating to attack, yet we have limited understanding of how they are affected by resource depletion and potential effects on species coexistence. Using a mass coral mortality event as a natural experiment and 3770 field observations of butterflyfish encounters, we test how rapid resource depletion could disrupt recognition processes in butterflyfishes. Following resource loss, heterospecifics approached each other more closely before initiating aggression, fewer contests were resolved by signalling, and the energy invested in attacks was greater. By contrast, behaviour towards conspecifics did not change. As predicted by theory, conspecifics approached one another more closely and were more consistent in attack intensity yet, contrary to expectations, resolution of contests via signalling was more common among heterospecifics. Phylogenetic relatedness or body size did not predict these outcomes. Our results suggest that competitor recognition processes for heterospecifics became less accurate after mass coral mortality, which we hypothesize is due to altered resource overlaps following dietary shifts. Our work implies that competitor recognition is common among heterospecifics, and disruption of this system could lead to suboptimal decision-making, exacerbating sublethal impacts of food scarcity.
- 4 January 2023
- Published by The Royal Society in Proceedings Of The Royal Society B-Biological Sciences
- Vol. 290 (1990) , 20222158
Open AccessRapid resource depletion on coral reefs disrupts competitor recognition processes among butterflyfish species
Avoiding costly fights can help conserve energy needed to survive rapid environmental change. Competitor recognition processes help resolve contests without escalating to attack, yet we have limited understanding of how they are affected by resource depletion and potential effects on species coexistence. Using a mass coral mortality event as a natural experiment and 3770 field observations of butterflyfish encounters, we test how rapid resource depletion could disrupt recognition processes in butterflyfishes. Following resource loss, heterospecifics approached each other more closely before initiating aggression, fewer contests were resolved by signalling, and the energy invested in attacks was greater. By contrast, behaviour towards conspecifics did not change. As predicted by theory, conspecifics approached one another more closely and were more consistent in attack intensity yet, contrary to expectations, resolution of contests via signalling was more common among heterospecifics. Phylogenetic relatedness or body size did not predict these outcomes. Our results suggest that competitor recognition processes for heterospecifics became less accurate after mass coral mortality, which we hypothesize is due to altered resource overlaps following dietary shifts. Our work implies that competitor recognition is common among heterospecifics, and disruption of this system could lead to suboptimal decision-making, exacerbating sublethal impacts of food scarcity.
- Open Access
- 5 October 2022
- Published by Springer Nature in Marine Biology
- Vol. 169 (10) , 1-7
Rank change and growth within social hierarchies of the orange clownfish, Amphiprion percula
Social hierarchies within groups define the distribution of resources and provide benefits that support the collective group or favor dominant members. The progression of individuals through social hierarchies is a valuable characteristic for quantifying population dynamics. On coral reefs, some clownfish maintain size-based hierarchical communities where individuals queue through social ranks. The cost of waiting in a lower-ranked position is outweighed by the reduced risk of eviction and mortality. The orange clownfish, Amphiprion percula, maintains stable social groups with subordinate individuals queuing to be part of the dominant breeding pair. Strong association with their host anemone, complex social interactions, and relatively low predation rates make them ideal model organisms to assess changes in group dynamics through time in their natural environment. Here, we investigate the rank changes and isometric growth rates of A. percula from 247 naturally occurring social groups in Kimbe Island, Papua New Guinea (5° 12′ 13.54″ S, 150° 22′ 32.69″ E). We used DNA profiling to assign and track individuals over eight years between 2011 and 2019. Over half of the individuals survived alongside two or three members of their original social group, with twelve breeding pairs persisting over the study period. Half of the surviving individuals increased in rank and experienced double the growth rate of those that maintained their rank. Examining rank change in a wild fish population provides new insights into the complex social hierarchies of reef fishes and their role in social evolution.
- 5 October 2022
- Published by Springer Nature in Marine Biology
- Vol. 169 (10) , 1-7
Open AccessRank change and growth within social hierarchies of the orange clownfish, Amphiprion percula
Social hierarchies within groups define the distribution of resources and provide benefits that support the collective group or favor dominant members. The progression of individuals through social hierarchies is a valuable characteristic for quantifying population dynamics. On coral reefs, some clownfish maintain size-based hierarchical communities where individuals queue through social ranks. The cost of waiting in a lower-ranked position is outweighed by the reduced risk of eviction and mortality. The orange clownfish, Amphiprion percula, maintains stable social groups with subordinate individuals queuing to be part of the dominant breeding pair. Strong association with their host anemone, complex social interactions, and relatively low predation rates make them ideal model organisms to assess changes in group dynamics through time in their natural environment. Here, we investigate the rank changes and isometric growth rates of A. percula from 247 naturally occurring social groups in Kimbe Island, Papua New Guinea (5° 12′ 13.54″ S, 150° 22′ 32.69″ E). We used DNA profiling to assign and track individuals over eight years between 2011 and 2019. Over half of the individuals survived alongside two or three members of their original social group, with twelve breeding pairs persisting over the study period. Half of the surviving individuals increased in rank and experienced double the growth rate of those that maintained their rank. Examining rank change in a wild fish population provides new insights into the complex social hierarchies of reef fishes and their role in social evolution.
- Open Access
- 1 September 2022
- Published by Wiley in Ecological Management & Restoration
- Vol. 23 (3) , 244-251
An ecological assessment of Australia's first community oyster gardens
Summary: Oyster gardening is a community‐driven activity where oysters are grown in cages hanging off docks or other coastal infrastructure. Besides the provision of adult oysters for restoration programmes, oyster gardening may also support other ecosystem services such as providing habitat for fishes and invertebrates as well as encouraging community involvement and citizen science. Australia's first oyster gardening programme was undertaken in a canal estate on Bribie Island in Moreton Bay, Queensland between October 2016 and November 2017. Oyster gardens consisting of plastic mesh cages were deployed with either three species of bivalves (polyculture), or exclusively Sydney Rock Oysters (monoculture) to investigate whether the habitat value differed between the two garden types. After one year of growth, polyculture cages supported higher abundances and species richness of both invertebrates and fish compared to the monoculture gardens. Our study showed that oyster gardening can provide habitat for a range of invertebrate and fish species in the highly modified coastal environment of a canal estate. Further studies are needed to discern whether these oyster gardens would also support larger and mobile fauna, such as species with commercial and recreational importance.
- 1 September 2022
- Published by Wiley in Ecological Management & Restoration
- Vol. 23 (3) , 244-251
Open AccessAn ecological assessment of Australia's first community oyster gardens
Summary: Oyster gardening is a community‐driven activity where oysters are grown in cages hanging off docks or other coastal infrastructure. Besides the provision of adult oysters for restoration programmes, oyster gardening may also support other ecosystem services such as providing habitat for fishes and invertebrates as well as encouraging community involvement and citizen science. Australia's first oyster gardening programme was undertaken in a canal estate on Bribie Island in Moreton Bay, Queensland between October 2016 and November 2017. Oyster gardens consisting of plastic mesh cages were deployed with either three species of bivalves (polyculture), or exclusively Sydney Rock Oysters (monoculture) to investigate whether the habitat value differed between the two garden types. After one year of growth, polyculture cages supported higher abundances and species richness of both invertebrates and fish compared to the monoculture gardens. Our study showed that oyster gardening can provide habitat for a range of invertebrate and fish species in the highly modified coastal environment of a canal estate. Further studies are needed to discern whether these oyster gardens would also support larger and mobile fauna, such as species with commercial and recreational importance.
- 26 December 2021
- Published by Wiley in Restoration Ecology
- Vol. 30 (7) , e13624
Removal of macroalgae from degraded reefs enhances coral recruitment
Declining coral cover on tropical coral reefs often results in a concomitant increase in macroalgae. When proliferation of macroalgae persists outside regular seasonal growth, it can shift the ecosystem dominance away from corals into a permanently altered system. Such an altered system is unlikely to recover naturally, despite ample supply of coral larvae, as coral settlement and survival is reduced by the presence of macroalgae. Physical removal of macroalgae has been proposed to overcome this biotic barrier to recovery, although empirical evidence demonstrating the effects of removal on phase‐shifted reefs is lacking. Here, we manually removed macroalgae from twelve 25 m2 experimental plots (88.5 ± 6.2 kg wet weight per plot; 90% benthic cover decrease) on a degraded reef prior to coral mass spawning across 2 years and recorded the number of coral recruits to settlement tiles and natural substrata. Four months after each spawning event, we found a threefold increase in coral recruits to tiles in plots where macroalgae had been removed (n = 12 plots; February 2019: mean 45.9 ± 12.7 recruits per tile; February 2020: mean 53.9 ± 5.9 recruits per tile) compared to control plots where macroalgae remained (n = 12 plots; February 2019 mean: 13.6 ± 2.8 recruits per tile; February 2020 mean: 17.5 ± 3.5 recruits per tile). These results suggest that, at small scales, macroalgae removal may be a useful intervention to boost recruitment on degraded reefs. Longer‐term monitoring is needed to document if coral survivorship, growth, and subsequent reef recovery occurs.
- 26 December 2021
- Published by Wiley in Restoration Ecology
- Vol. 30 (7) , e13624
Removal of macroalgae from degraded reefs enhances coral recruitment
Declining coral cover on tropical coral reefs often results in a concomitant increase in macroalgae. When proliferation of macroalgae persists outside regular seasonal growth, it can shift the ecosystem dominance away from corals into a permanently altered system. Such an altered system is unlikely to recover naturally, despite ample supply of coral larvae, as coral settlement and survival is reduced by the presence of macroalgae. Physical removal of macroalgae has been proposed to overcome this biotic barrier to recovery, although empirical evidence demonstrating the effects of removal on phase‐shifted reefs is lacking. Here, we manually removed macroalgae from twelve 25 m2 experimental plots (88.5 ± 6.2 kg wet weight per plot; 90% benthic cover decrease) on a degraded reef prior to coral mass spawning across 2 years and recorded the number of coral recruits to settlement tiles and natural substrata. Four months after each spawning event, we found a threefold increase in coral recruits to tiles in plots where macroalgae had been removed (n = 12 plots; February 2019: mean 45.9 ± 12.7 recruits per tile; February 2020: mean 53.9 ± 5.9 recruits per tile) compared to control plots where macroalgae remained (n = 12 plots; February 2019 mean: 13.6 ± 2.8 recruits per tile; February 2020 mean: 17.5 ± 3.5 recruits per tile). These results suggest that, at small scales, macroalgae removal may be a useful intervention to boost recruitment on degraded reefs. Longer‐term monitoring is needed to document if coral survivorship, growth, and subsequent reef recovery occurs.
- Open Access
Hitching a ride on Hercules: fatal epibiosis drives ecosystem change from mud banks to oyster reefs
- Top Cited PapersOpen Access
- 30 January 2020
- Published by Public Library of Science (PLoS) in PLOS ONE
- Vol. 15 (1) , e0226631
Coral restoration – A systematic review of current methods, successes, failures and future directions
Coral reef ecosystems have suffered an unprecedented loss of habitat-forming hard corals in recent decades. While marine conservation has historically focused on passive habitat protection, demand for and interest in active restoration has been growing in recent decades. However, a disconnect between coral restoration practitioners, coral reef managers and scientists has resulted in a disjointed field where it is difficult to gain an overview of existing knowledge. To address this, we aimed to synthesise the available knowledge in a comprehensive global review of coral restoration methods, incorporating data from the peer-reviewed scientific literature, complemented with grey literature and through a survey of coral restoration practitioners. We found that coral restoration case studies are dominated by short-term projects, with 60% of all projects reporting less than 18 months of monitoring of the restored sites. Similarly, most projects are relatively small in spatial scale, with a median size of restored area of 100 m2. A diverse range of species are represented in the dataset, with 229 different species from 72 coral genera. Overall, coral restoration projects focused primarily on fast-growing branching corals (59% of studies), and report survival between 60 and 70%. To date, the relatively young field of coral restoration has been plagued by similar ‘growing pains’ as ecological restoration in other ecosystems. These include 1) a lack of clear and achievable objectives, 2) a lack of appropriate and standardised monitoring and reporting and, 3) poorly designed projects in relation to stated objectives. Mitigating these will be crucial to successfully scale up projects, and to retain public trust in restoration as a tool for resilience based management. Finally, while it is clear that practitioners have developed effective methods to successfully grow corals at small scales, it is critical not to view restoration as a replacement for meaningful action on climate change.
- 30 January 2020
- Published by Public Library of Science (PLoS) in PLOS ONE
- Vol. 15 (1) , e0226631
Top Cited PapersOpen AccessCoral restoration – A systematic review of current methods, successes, failures and future directions
Coral reef ecosystems have suffered an unprecedented loss of habitat-forming hard corals in recent decades. While marine conservation has historically focused on passive habitat protection, demand for and interest in active restoration has been growing in recent decades. However, a disconnect between coral restoration practitioners, coral reef managers and scientists has resulted in a disjointed field where it is difficult to gain an overview of existing knowledge. To address this, we aimed to synthesise the available knowledge in a comprehensive global review of coral restoration methods, incorporating data from the peer-reviewed scientific literature, complemented with grey literature and through a survey of coral restoration practitioners. We found that coral restoration case studies are dominated by short-term projects, with 60% of all projects reporting less than 18 months of monitoring of the restored sites. Similarly, most projects are relatively small in spatial scale, with a median size of restored area of 100 m2. A diverse range of species are represented in the dataset, with 229 different species from 72 coral genera. Overall, coral restoration projects focused primarily on fast-growing branching corals (59% of studies), and report survival between 60 and 70%. To date, the relatively young field of coral restoration has been plagued by similar ‘growing pains’ as ecological restoration in other ecosystems. These include 1) a lack of clear and achievable objectives, 2) a lack of appropriate and standardised monitoring and reporting and, 3) poorly designed projects in relation to stated objectives. Mitigating these will be crucial to successfully scale up projects, and to retain public trust in restoration as a tool for resilience based management. Finally, while it is clear that practitioners have developed effective methods to successfully grow corals at small scales, it is critical not to view restoration as a replacement for meaningful action on climate change.
- 28 October 2019
- Published by CSIRO Publishing in Marine and Freshwater Research
- Vol. 71 (7) , 771-781
Habitat value of Sydney rock oyster (Saccostrea glomerata) reefs on soft sediments
Estimates of the ecological and economic value of ecosystems can provide important information for the prioritisation of conservation and restoration actions. Oyster reefs that were once common in temperate coastal waters have now been largely degraded or lost. Oyster reefs provide a suite of ecological services, including habitat and a food supply for a range of other species. In Australia, there is growing interest in oyster reef restoration, but there are knowledge gaps with regard to their structure and habitat value. Here, we describe the structure of eight remnant Sydney rock oyster (Saccostrea glomerata) reefs and estimate the density, biomass, productivity and composition of mobile macroinvertebrate and infaunal communities associated with them. The oyster reefs had a distinct assemblage of macroinvertebrates, with fivefold higher density of larger (≥2 mm) macroinvertebrates, fivefold higher biomass and almost fivefold higher productivity, than that of adjacent bare sediments. The productivity of infaunal communities was twice as high under oyster reefs than in adjacent bare sediments. Therefore, S. glomerata reef restoration is likely to provide important habitat for macroinvertebrate communities and boost local secondary production.
- 28 October 2019
- Published by CSIRO Publishing in Marine and Freshwater Research
- Vol. 71 (7) , 771-781
Habitat value of Sydney rock oyster (Saccostrea glomerata) reefs on soft sediments
Estimates of the ecological and economic value of ecosystems can provide important information for the prioritisation of conservation and restoration actions. Oyster reefs that were once common in temperate coastal waters have now been largely degraded or lost. Oyster reefs provide a suite of ecological services, including habitat and a food supply for a range of other species. In Australia, there is growing interest in oyster reef restoration, but there are knowledge gaps with regard to their structure and habitat value. Here, we describe the structure of eight remnant Sydney rock oyster (Saccostrea glomerata) reefs and estimate the density, biomass, productivity and composition of mobile macroinvertebrate and infaunal communities associated with them. The oyster reefs had a distinct assemblage of macroinvertebrates, with fivefold higher density of larger (≥2 mm) macroinvertebrates, fivefold higher biomass and almost fivefold higher productivity, than that of adjacent bare sediments. The productivity of infaunal communities was twice as high under oyster reefs than in adjacent bare sediments. Therefore, S. glomerata reef restoration is likely to provide important habitat for macroinvertebrate communities and boost local secondary production.