5 - 6 minutos
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En lagos, ríos y océanos, las fluctuaciones en temperatura o en la disponibilidad de luz repercuten sobre multitud de procesos biológicos como la actividad fotosintética, la respiración, el comportamiento o la motilidad.
En ecosistemas terrestres, las variaciones térmicas o en las lluvias alteran la capacidad de los suelos para secuestrar dióxido de carbono atmosférico y la estructura de las comunidades que allí habitan.
Por tanto, las fluctuaciones ambientales desempeñan un papel clave en numerosos procesos ecológicos desarrollados por organismos tan dispares como bacterias, hongos, virus o plantas.
Efectos distintos sobre los seres vivos
A pesar de que la naturaleza es variable, nuestra compresión acerca de cómo los seres vivos responden al cambio global se ha basado en utilizar valores medios predichos por modelos matemáticos u obtenidos a través de medidas de satélite.
Los organismos experimentan, responden y se adaptan a cambios ambientales que ocurren sobre escalas de tiempo cortas (minutos, horas, días). Además, en muchos casos, tales cambios naturales (panel A) exceden los incrementos predichos para finales de siglo en los escenarios climáticos propuestos por el panel intergubernamental sobre el cambio climático (panel B).
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)
(A) Fluctuaciones diarias en temperatura superficial experimentadas por organismos presentes en suelos de la cordillera costera de Chile (1-7/9/2019-línea marrón; datos extraidos de Spohn & Holzheu, 2021) y en el intermareal medio de Little Bay (Australia) (1-7/9/2009-línea azul; datos extraidos de Wolfe et al. 2020). (B) Cambio relativo en la temperatura superficial global para el año 2100 respecto al periodo 1850-1900. La línea negra representa las simulaciones históricas y las líneas de color las proyecciones para los cinco escenarios de emisiones de gases de efecto invernadero (IPCC, 2021). Author provided
Por ello, las fluctuaciones ambientales no afectan del mismo modo a todos los organismos de nuestro planeta. Tal efecto depende de su tiempo de generación, es decir, el tiempo que tarda su población en duplicarse.
Organismos con tiempos de generación cortos como las bacterias –especies que se reproducen y mueren más rápidamente– pueden experimentar variaciones ambientales como las que ocurren diariamente en la temperatura ambiente durante su vida entera. Sin embargo, en aquellos con tiempos de generación largos, como las aves y mamíferos, estos cambios suponen una pequeña porción de su ciclo vital.
Así, aunque ambos grupos puedan experimentar una fluctuación ambiental dada el mismo tiempo, el número de generaciones transcurridas en el primer caso será mucho mayor. Un mayor número generacional permite a los organismos responder y adaptarse más rápido al medio ambiente.
La falacia de la media: ¿una vieja conocida?
Johan Jensen propuso a través de la falacia de la media que la respuesta de un sistema dado a condiciones promedio constantes rara vez es igual a su respuesta media a condiciones variables. El motivo es que las respuestas de los organismos a cambios en el medio ambiente son con frecuencia no lineales.
Esta no linealidad implica que la variación en un factor ambiental dado puede estimular la actividad biológica, comparada con la esperada en un ambiente constante, cuando ésta se localice en el lado convexo de la curva de respuesta (panel A). En contraposición, la variación ambiental puede reducir dicha actividad cuando se localice en el lado cóncavo de la misma (panel B). Estos efectos no lineales pueden verse acentuados a medida que la variación ambiental alrededor de la media aumenta.
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)
Esquema gráfico ilustrando cómo la desigualdad de Jensen explica las potenciales sobre- (A) o subestimaciones (B) en la respuesta (R) de los organismos a condiciones ambientales fluctuantes. Rmedia representa la respuesta media de los organismos a las condiciones más bajas y altas experimentadas, mientras que R es la respuesta de éstos bajo condiciones medioambientales medias y constantes.
Aunque esta desigualdad matemática fue propuesta por Jensen hace más de un siglo, actualmente sigue siendo ignorada por la biología del cambio global. La escasa consideración recibida estriba en la dificultad de comprender las respuestas de los organismos ante distintas variables ambientales que operan y varían al mismo tiempo.
Hacia dónde orientar la investigación sobre el cambio global
En un estudio reciente publicado en la revista PNAS, mostramos que los efectos derivados de múltiples factores de cambio global como la acidificación, el calentamiento, cambios en la concentración de oxígeno, de luz y de recursos tienden a ser aditivos cuando se tienen en cuenta las fluctuaciones ambientales en dichos factores.
Nuestros resultados cuestionan la visión dominante en ecología de que los factores asociados al cambio global tienden a ejercer efectos interactivos, es decir, que el efecto de un factor ambiental es exacerbado o atenuado por el efecto de otro factor, de modo que el efecto combinado de ambos es mayor o menor, respectivamente, que la suma de los efectos individuales. Asimismo, evidenciamos que el tipo de interacción detectada varía dependiendo del grupo de organismos (animales, bacterias, hongos, plantas, o protistas) y grupo trófico (heterótrofos: aditivos y autótrofos: interactivos) estudiado.
A través de este análisis, también identificamos cuatro aspectos principales que requieren investigación futura:
- Incluir la desigualdad de Jensen en estudios experimentales y de modelado para predecir la vulnerabilidad de organismos y ecosistemas al cambio global.
- Evaluar los efectos del cambio global bajo condiciones fluctuantes sobre comunidades, dado que cualquier alteración en un nivel trófico puede propagarse a otros niveles tróficos.
- Cuantificar los efectos de otras variables asociadas al cambio global que actualmente están poco estudiadas (cambios en disponibilidad de luz, oxígeno, recursos, etc).
- Explorar el papel que las fluctuaciones ambientales podrían desempeñar en la respuesta de los ecosistemas polares al cambio global.
Medir el medio ambiente que los organismos experimentan y cuantificar cómo responden a sus variaciones, usando experimentos y observaciones de campo, es un reto que nos proporcionará una nueva perspectiva acerca del papel que la variabilidad ambiental tiene sobre la estructura y funcionamiento de los ecosistemas.
Estos hallazgos supondrán una base sólida para desarrollar modelos más precisos que nos permitan predecir las consecuencias del cambio global sobre la biodiversidad de nuestros ecosistemas y sobre los bienes y servicios que éstos proporcionan a la humanidad.
Fuente:
Marco J. Cabrerizo,Postdoctoral researcher - Juan de la Cierva-Incorporación, Universidade de Vigo y Emilio Marañón, Catedrático de Ecología, Universidade de Vigo