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Mediterranean ecosystems are frequently invaded by pyrophytic scrubs such as Halimium lasianthum that colonize areas traditionally used by livestock. A diverse fungal community is associated with this kind of vegetation, playing an important ecological role in these ecosystems. However, uncontrolled expansion of these shrubs considerably increases the risk of wildfires in these stands and, hence, fire-prevention treatments are needed. To investigate the long-term effects of two different forest-fire-prevention treatments on the soil fungal community, we analyzed these communities 9 years after prescribed burning or mechanical shredding were carried out in scrubland dominated by H. lasianthum. Neither of the fire-prevention treatments had a negative long-term effect on the abundance or richness of ectomycorrhizal fungi. However, saprotrophs and lichenized fungi experienced negative effects. Soil fertility significantly affected the distribution of fungi according to their functional groups, and pH was the most influential variable in terms of the distribution of edible species. Our findings indicate that forest management practices to prevent forest fires does not negatively affect the fungal community in the long-term, but for lichens and decomposers. Moreover, prescribed burning is suggested as a more economical way of reducing the risk of wildfires without affecting the ecology of the fungal community.

Producción Científica, Forest models predict tree and stand evolution under different scenarios, thereby supporting decision-making in forest management. Models are complex structures composed of sub-models that estimate forest variables at tree and stand levels. Prediction accuracy has generally been evaluated independently of the model. Integrated sub-models make forest models easier to use and provide predictions for growth, survival, ingrowth and many other tree and stand variables with reduced effort. However, while individual submodel validation is widely practiced and normally done by each author individually, joint model validation remains less explored. This study deploys a useful methodology for evaluating and validating models. After comparing observed and predicted data, several case studies were then proposed to improve the accuracy of the joint model. We used the IBERO model, data from the Spanish National Forest Inventory and the SIMANFOR simulator platform. The accuracy of growth submodels was improved by calibrating their equations, though accuracy was not improved in survival and ingrowth submodels., FEDER - Junta de Castilla y León (CLU-2019-01 y CL-EI-2021-05), Project COMFOR-SUDOE: Integrated and intelligent management of complex forests and mixed-species plantations in Southwest Europe (SOE4/PA/E1012), Project SMART: Bosques mixtos : selvicultura, mitigación, adaptación, resiliencia y trade-offs (VA183P20), Project Integrated Forest Management along complexity gradients (IMFLEX) (PID2021-1262750B-C229)

Producción Científica, Forest models predict tree and stand evolution under different scenarios, thereby supporting decision-making in forest management. Models are complex structures composed of sub-models that estimate forest variables at tree and stand levels. Prediction accuracy has generally been evaluated independently of the model. Integrated sub-models make forest models easier to use and provide predictions for growth, survival, ingrowth and many other tree and stand variables with reduced effort. However, while individual submodel validation is widely practiced and normally done by each author individually, joint model validation remains less explored. This study deploys a useful methodology for evaluating and validating models. After comparing observed and predicted data, several case studies were then proposed to improve the accuracy of the joint model. We used the IBERO model, data from the Spanish National Forest Inventory and the SIMANFOR simulator platform. The accuracy of growth submodels was improved by calibrating their equations, though accuracy was not improved in survival and ingrowth submodels., FEDER - Junta de Castilla y León (CLU-2019-01 y CL-EI-2021-05), Project COMFOR-SUDOE: Integrated and intelligent management of complex forests and mixed-species plantations in Southwest Europe (SOE4/PA/E1012), Project SMART: Bosques mixtos : selvicultura, mitigación, adaptación, resiliencia y trade-offs (VA183P20), Project Integrated Forest Management along complexity gradients (IMFLEX) (PID2021-1262750B-C229)

Producción Científica, In the context of global change, wildfires are not only a threat but are also increasing in their severity in forest ecosystems worldwide, affecting and modifying vegetation, wildlife, and fungal dynamics. Mediterranean ecosystems are frequently affected by fire and prescribed burning is being increasingly used as a tool to reduce the risk and severity of wildfires. Although some of the effects of prescribed burning have been studied, the best moment to perform a prescribed burn to reduce the impact of fire on fungal communities has not been fully investigated. In this study, we analysed the effect of prescribed burning in two different seasons (spring and autumn) on soil fungi associated with natural Pinus nigra forests. Four years after prescribed burning was applied, our analyses showed that the total fungal richness and the composition of fungal communities in spring-burned, autumn-burned, and unburned control plots did not differ significantly. However, analyses of specific phyla and functional trophic groups did reveal some significant differences between spring- or autumn-burned plots and unburned control plots. Valuable edible fungi, which were not affected by the prescribed burning, were also found in the study area. Thus, our results suggest that prescribed burning is not only an interesting tool that could be used to reduce the risk of wildfire but also is compatible with the conservation of fungal communities, and could even promote specific valuable edible species, generating complementary incomes for the rural population. Although further studies are needed, our analyses suggest that the season (spring or autumn) in which prescribed burning is performed does not affect fungal conservation and, therefore, does not need to be one of the factors taken into consideration when selecting the most appropriate time to perform a prescribed burning., Ministerio de Ciencia, Innovación y Universidades (projects RTA2017-00042-C05-01 and PID2019-105188RB-I00)

Producción Científica, In the context of global change, wildfires are not only a threat but are also increasing in their severity in forest ecosystems worldwide, affecting and modifying vegetation, wildlife, and fungal dynamics. Mediterranean ecosystems are frequently affected by fire and prescribed burning is being increasingly used as a tool to reduce the risk and severity of wildfires. Although some of the effects of prescribed burning have been studied, the best moment to perform a prescribed burn to reduce the impact of fire on fungal communities has not been fully investigated. In this study, we analysed the effect of prescribed burning in two different seasons (spring and autumn) on soil fungi associated with natural Pinus nigra forests. Four years after prescribed burning was applied, our analyses showed that the total fungal richness and the composition of fungal communities in spring-burned, autumn-burned, and unburned control plots did not differ significantly. However, analyses of specific phyla and functional trophic groups did reveal some significant differences between spring- or autumn-burned plots and unburned control plots. Valuable edible fungi, which were not affected by the prescribed burning, were also found in the study area. Thus, our results suggest that prescribed burning is not only an interesting tool that could be used to reduce the risk of wildfire but also is compatible with the conservation of fungal communities, and could even promote specific valuable edible species, generating complementary incomes for the rural population. Although further studies are needed, our analyses suggest that the season (spring or autumn) in which prescribed burning is performed does not affect fungal conservation and, therefore, does not need to be one of the factors taken into consideration when selecting the most appropriate time to perform a prescribed burning., Ministerio de Ciencia, Innovación y Universidades (projects RTA2017-00042-C05-01 and PID2019-105188RB-I00)

Producción Científica, In the context of global change, wildfires are not only a threat but are also increasing in their severity in forest ecosystems worldwide, affecting and modifying vegetation, wildlife, and fungal dynamics. Mediterranean ecosystems are frequently affected by fire and prescribed burning is being increasingly used as a tool to reduce the risk and severity of wildfires. Although some of the effects of prescribed burning have been studied, the best moment to perform a prescribed burn to reduce the impact of fire on fungal communities has not been fully investigated. In this study, we analysed the effect of prescribed burning in two different seasons (spring and autumn) on soil fungi associated with natural Pinus nigra forests. Four years after prescribed burning was applied, our analyses showed that the total fungal richness and the composition of fungal communities in spring-burned, autumn-burned, and unburned control plots did not differ significantly. However, analyses of specific phyla and functional trophic groups did reveal some significant differences between spring- or autumn-burned plots and unburned control plots. Valuable edible fungi, which were not affected by the prescribed burning, were also found in the study area. Thus, our results suggest that prescribed burning is not only an interesting tool that could be used to reduce the risk of wildfire but also is compatible with the conservation of fungal communities, and could even promote specific valuable edible species, generating complementary incomes for the rural population. Although further studies are needed, our analyses suggest that the season (spring or autumn) in which prescribed burning is performed does not affect fungal conservation and, therefore, does not need to be one of the factors taken into consideration when selecting the most appropriate time to perform a prescribed burning., Ministerio de Ciencia, Innovación y Universidades (projects RTA2017-00042-C05-01 and PID2019-105188RB-I00)

Producción Científica, In the context of global change, wildfires are not only a threat but are also increasing in their severity in forest ecosystems worldwide, affecting and modifying vegetation, wildlife, and fungal dynamics. Mediterranean ecosystems are frequently affected by fire and prescribed burning is being increasingly used as a tool to reduce the risk and severity of wildfires. Although some of the effects of prescribed burning have been studied, the best moment to perform a prescribed burn to reduce the impact of fire on fungal communities has not been fully investigated. In this study, we analysed the effect of prescribed burning in two different seasons (spring and autumn) on soil fungi associated with natural Pinus nigra forests. Four years after prescribed burning was applied, our analyses showed that the total fungal richness and the composition of fungal communities in spring-burned, autumn-burned, and unburned control plots did not differ significantly. However, analyses of specific phyla and functional trophic groups did reveal some significant differences between spring- or autumn-burned plots and unburned control plots. Valuable edible fungi, which were not affected by the prescribed burning, were also found in the study area. Thus, our results suggest that prescribed burning is not only an interesting tool that could be used to reduce the risk of wildfire but also is compatible with the conservation of fungal communities, and could even promote specific valuable edible species, generating complementary incomes for the rural population. Although further studies are needed, our analyses suggest that the season (spring or autumn) in which prescribed burning is performed does not affect fungal conservation and, therefore, does not need to be one of the factors taken into consideration when selecting the most appropriate time to perform a prescribed burning., Ministerio de Ciencia, Innovación y Universidades (projects RTA2017-00042-C05-01 and PID2019-105188RB-I00)

In the context of global change, wildfires are not only a threat but are also increasing in their severity in forest ecosystems worldwide, affecting and modifying vegetation, wildlife, and fungal dynamics. Mediterranean ecosystems are frequently affected by fire and prescribed burning is being increasingly used as a tool to reduce the risk and severity of wildfires. Although some of the effects of prescribed burning have been studied, the best moment to perform a prescribed burn to reduce the impact of fire on fungal communities has not been fully investigated. In this study, we analysed the effect of prescribed burning in two different seasons (spring and autumn) on soil fungi associated with natural Pinus nigra forests. Four years after prescribed burning was applied, our analyses showed that the total fungal richness and the composition of fungal communities in spring-burned, autumn-burned, and unburned control plots did not differ significantly. However, analyses of specific phyla and functional trophic groups did reveal some significant differences between spring- or autumn-burned plots and unburned control plots. Valuable edible fungi, which were not affected by the prescribed burning, were also found in the study area. Thus, our results suggest that prescribed burning is not only an interesting tool that could be used to reduce the risk of wildfire but also is compatible with the conservation of fungal communities, and could even promote specific valuable edible species, generating complementary incomes for the rural population. Although further studies are needed, our analyses suggest that the season (spring or autumn) in which prescribed burning is performed does not affect fungal conservation and, therefore, does not need to be one of the factors taken into consideration when selecting the most appropriate time to perform a prescribed burning.

Mediterranean ecosystems are frequently invaded by pyrophytic scrubs that colonize areas traditionally used by livestock. This considerably increases the risk of wildfires in these ecosystems and the consequent loss of their ecological and economic value. Mushrooms can play important economic as well as ecological roles in these ecosystems. To investigate the long-term effect of two different forest fire prevention treatments on the soil fungal community, we analyzed these communities 9 years after prescribed burning or mechanical shredding had been carried out in scrubland dominated by Halimium lasianthum, Pterospartum tridentatum, and Erica australis. We also analyzed environmental variables that may influence soil fungal communities. Remarkably, the highly prized, edible, ectomycorrhizal mushroom Boletus edulis, which is associated with these Mediterranean systems, was not affected by the fire prevention treatments. Furthermore, neither of the fire prevention treatments had a negative effect on the abundance or richness of ectomycorrhizal fungi. Soil fertility significantly affected the distribution of fungi according to their functional groups, and pH was the most influential variable in terms of the distribution of edible species. Prior to this study, B. edulis had rarely been recorded in this forest system. Our findings indicate that forest management practices to prevent forest fires are compatible with enhancing the production of edible fungi and, hence, could be an interesting way of reducing the risk of wildfires while increasing the incomes of local populations., Máster en Ingeniería de Montes

En este trabajo se dan los primeros pasos para el desarrollo de una metodología de análisis que permita la validación conjunta de modelos. Para ello, se tratan de validar los modelos IBERO-PT e IBERO-PS desarrollados para Pinus pinaster mesogeensis y Pinus sylvestris, respectivamente, utilizado los datos del Inventario Forestal Nacional (IFN) y la plataforma SIMANFOR para su empleo. Los resultados obtenidos demuestran que la metodología desarrollada es adecuada para mejorar la precisión de las ecuaciones de crecimiento, mientras que detecta carencias en las ecuaciones de mortalidad y masa incorporada cuyas estimaciones aún no se han podido mejorar, Máster en Gestión Forestal basada en Ciencia de Datos

Mediterranean ecosystems are frequently invaded by pyrophytic scrubs that colonize areas traditionally used by livestock. This considerably increases the risk of wildfires in these ecosystems and the consequent loss of their ecological and economic value. Mushrooms can play important economic as well as ecological roles in these ecosystems. To investigate the long-term effect of two different forest fire prevention treatments on the soil fungal community, we analyzed these communities 9 years after prescribed burning or mechanical shredding had been carried out in scrubland dominated by Halimium lasianthum, Pterospartum tridentatum, and Erica australis. We also analyzed environmental variables that may influence soil fungal communities. Remarkably, the highly prized, edible, ectomycorrhizal mushroom Boletus edulis, which is associated with these Mediterranean systems, was not affected by the fire prevention treatments. Furthermore, neither of the fire prevention treatments had a negative effect on the abundance or richness of ectomycorrhizal fungi. Soil fertility significantly affected the distribution of fungi according to their functional groups, and pH was the most influential variable in terms of the distribution of edible species. Prior to this study, B. edulis had rarely been recorded in this forest system. Our findings indicate that forest management practices to prevent forest fires are compatible with enhancing the production of edible fungi and, hence, could be an interesting way of reducing the risk of wildfires while increasing the incomes of local populations., Máster en Ingeniería de Montes

En este trabajo se dan los primeros pasos para el desarrollo de una metodología de análisis que permita la validación conjunta de modelos. Para ello, se tratan de validar los modelos IBERO-PT e IBERO-PS desarrollados para Pinus pinaster mesogeensis y Pinus sylvestris, respectivamente, utilizado los datos del Inventario Forestal Nacional (IFN) y la plataforma SIMANFOR para su empleo. Los resultados obtenidos demuestran que la metodología desarrollada es adecuada para mejorar la precisión de las ecuaciones de crecimiento, mientras que detecta carencias en las ecuaciones de mortalidad y masa incorporada cuyas estimaciones aún no se han podido mejorar, Programa de estudios conjunto de Máster en Gestión Forestal Basada en Ciencias de Datos y Máster en Ingeniería de Montes

Mediterranean ecosystems are frequently invaded by pyrophytic scrubs that colonize areas traditionally used by livestock. This considerably increases the risk of wildfires in these ecosystems and the consequent loss of their ecological and economic value. Mushrooms can play important economic as well as ecological roles in these ecosystems. To investigate the long-term effect of two different forest fire prevention treatments on the soil fungal community, we analyzed these communities 9 years after prescribed burning or mechanical shredding had been carried out in scrubland dominated by Halimium lasianthum, Pterospartum tridentatum, and Erica australis. We also analyzed environmental variables that may influence soil fungal communities. Remarkably, the highly prized, edible, ectomycorrhizal mushroom Boletus edulis, which is associated with these Mediterranean systems, was not affected by the fire prevention treatments. Furthermore, neither of the fire prevention treatments had a negative effect on the abundance or richness of ectomycorrhizal fungi. Soil fertility significantly affected the distribution of fungi according to their functional groups, and pH was the most influential variable in terms of the distribution of edible species. Prior to this study, B. edulis had rarely been recorded in this forest system. Our findings indicate that forest management practices to prevent forest fires are compatible with enhancing the production of edible fungi and, hence, could be an interesting way of reducing the risk of wildfires while increasing the incomes of local populations., Máster en Ingeniería de Montes

En este trabajo se dan los primeros pasos para el desarrollo de una metodología de análisis que permita la validación conjunta de modelos. Para ello, se tratan de validar los modelos IBERO-PT e IBERO-PS desarrollados para Pinus pinaster mesogeensis y Pinus sylvestris, respectivamente, utilizado los datos del Inventario Forestal Nacional (IFN) y la plataforma SIMANFOR para su empleo. Los resultados obtenidos demuestran que la metodología desarrollada es adecuada para mejorar la precisión de las ecuaciones de crecimiento, mientras que detecta carencias en las ecuaciones de mortalidad y masa incorporada cuyas estimaciones aún no se han podido mejorar, Programa de estudios conjunto de Máster en Gestión Forestal Basada en Ciencias de Datos y Máster en Ingeniería de Montes

Mediterranean ecosystems are frequently invaded by pyrophytic scrubs that colonize areas traditionally used by livestock. This considerably increases the risk of wildfires in these ecosystems and the consequent loss of their ecological and economic value. Mushrooms can play important economic as well as ecological roles in these ecosystems. To investigate the long-term effect of two different forest fire prevention treatments on the soil fungal community, we analyzed these communities 9 years after prescribed burning or mechanical shredding had been carried out in scrubland dominated by Halimium lasianthum, Pterospartum tridentatum, and Erica australis. We also analyzed environmental variables that may influence soil fungal communities. Remarkably, the highly prized, edible, ectomycorrhizal mushroom Boletus edulis, which is associated with these Mediterranean systems, was not affected by the fire prevention treatments. Furthermore, neither of the fire prevention treatments had a negative effect on the abundance or richness of ectomycorrhizal fungi. Soil fertility significantly affected the distribution of fungi according to their functional groups, and pH was the most influential variable in terms of the distribution of edible species. Prior to this study, B. edulis had rarely been recorded in this forest system. Our findings indicate that forest management practices to prevent forest fires are compatible with enhancing the production of edible fungi and, hence, could be an interesting way of reducing the risk of wildfires while increasing the incomes of local populations., Máster en Ingeniería de Montes

En este trabajo se dan los primeros pasos para el desarrollo de una metodología de análisis que permita la validación conjunta de modelos. Para ello, se tratan de validar los modelos IBERO-PT e IBERO-PS desarrollados para Pinus pinaster mesogeensis y Pinus sylvestris, respectivamente, utilizado los datos del Inventario Forestal Nacional (IFN) y la plataforma SIMANFOR para su empleo. Los resultados obtenidos demuestran que la metodología desarrollada es adecuada para mejorar la precisión de las ecuaciones de crecimiento, mientras que detecta carencias en las ecuaciones de mortalidad y masa incorporada cuyas estimaciones aún no se han podido mejorar, Programa de estudios conjunto de Máster en Gestión Forestal Basada en Ciencias de Datos y Máster en Ingeniería de Montes