Ana Belén Venegas , Y. Paulina Mancilla-Martínez , Rubén Escribano , Claudio Manríquez
{"title":"硅藻-浮游动物相互作用的Holling IV型功能响应评估","authors":"Ana Belén Venegas , Y. Paulina Mancilla-Martínez , Rubén Escribano , Claudio Manríquez","doi":"10.1016/j.ecolmodel.2025.111249","DOIUrl":null,"url":null,"abstract":"<div><div>In the marine ecosystem, the prey–predator interaction between diatoms and zooplankton constitutes a key process for carbon transfer from primary producers to higher trophic levels. This relationship is also a fundamental component of the biogeochemical NPZ (Nitrogen–Phytoplankton–Zooplankton) models. The mathematical modeling of this relationship is known as the functional response of the predator’s feeding rate as a function of prey concentration, although the biological processes involved in this relationship and their consequences are uncertain. For instance, observations in nature suggest the existence of some feedback responses of diatoms with their grazers (zooplankton) through the release of toxic compounds that can slow down or inhibit the growth of their predators as a defense mechanism. This phenomenon may occur during the spring bloom of diatoms in highly productive coastal upwelling systems. In this study, we performed an analytical test of the potential effect of this inhibitory factor on NPZ dynamics. We used a 3-differential equation system based on the Holling IV type functional response to describe the dynamics of the NPZ components by examining the behavior of solutions in the infinite over a 3-D space. The analytical approach to NPZ modeling indicated that in the presence of an inhibitory parameter, the system does not reach equilibrium, i.e., diatoms and zooplankton maintain unpredictable dynamics. These findings were consistent with field data observed at a coastal station in central-southern Chile. Our study thus suggests that feedback mechanisms can indeed exist in the diatom–zooplankton relationship in highly productive coastal upwelling systems, and they should be incorporated into biogeochemical NPZ models.</div></div>","PeriodicalId":51043,"journal":{"name":"Ecological Modelling","volume":"509 ","pages":"Article 111249"},"PeriodicalIF":3.2000,"publicationDate":"2025-07-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Assessing the functional response Holling type IV for the diatoms–zooplankton interaction\",\"authors\":\"Ana Belén Venegas , Y. Paulina Mancilla-Martínez , Rubén Escribano , Claudio Manríquez\",\"doi\":\"10.1016/j.ecolmodel.2025.111249\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>In the marine ecosystem, the prey–predator interaction between diatoms and zooplankton constitutes a key process for carbon transfer from primary producers to higher trophic levels. This relationship is also a fundamental component of the biogeochemical NPZ (Nitrogen–Phytoplankton–Zooplankton) models. The mathematical modeling of this relationship is known as the functional response of the predator’s feeding rate as a function of prey concentration, although the biological processes involved in this relationship and their consequences are uncertain. For instance, observations in nature suggest the existence of some feedback responses of diatoms with their grazers (zooplankton) through the release of toxic compounds that can slow down or inhibit the growth of their predators as a defense mechanism. This phenomenon may occur during the spring bloom of diatoms in highly productive coastal upwelling systems. In this study, we performed an analytical test of the potential effect of this inhibitory factor on NPZ dynamics. We used a 3-differential equation system based on the Holling IV type functional response to describe the dynamics of the NPZ components by examining the behavior of solutions in the infinite over a 3-D space. The analytical approach to NPZ modeling indicated that in the presence of an inhibitory parameter, the system does not reach equilibrium, i.e., diatoms and zooplankton maintain unpredictable dynamics. These findings were consistent with field data observed at a coastal station in central-southern Chile. Our study thus suggests that feedback mechanisms can indeed exist in the diatom–zooplankton relationship in highly productive coastal upwelling systems, and they should be incorporated into biogeochemical NPZ models.</div></div>\",\"PeriodicalId\":51043,\"journal\":{\"name\":\"Ecological Modelling\",\"volume\":\"509 \",\"pages\":\"Article 111249\"},\"PeriodicalIF\":3.2000,\"publicationDate\":\"2025-07-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Ecological Modelling\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0304380025002352\",\"RegionNum\":3,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ECOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Ecological Modelling","FirstCategoryId":"93","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0304380025002352","RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ECOLOGY","Score":null,"Total":0}
Assessing the functional response Holling type IV for the diatoms–zooplankton interaction
In the marine ecosystem, the prey–predator interaction between diatoms and zooplankton constitutes a key process for carbon transfer from primary producers to higher trophic levels. This relationship is also a fundamental component of the biogeochemical NPZ (Nitrogen–Phytoplankton–Zooplankton) models. The mathematical modeling of this relationship is known as the functional response of the predator’s feeding rate as a function of prey concentration, although the biological processes involved in this relationship and their consequences are uncertain. For instance, observations in nature suggest the existence of some feedback responses of diatoms with their grazers (zooplankton) through the release of toxic compounds that can slow down or inhibit the growth of their predators as a defense mechanism. This phenomenon may occur during the spring bloom of diatoms in highly productive coastal upwelling systems. In this study, we performed an analytical test of the potential effect of this inhibitory factor on NPZ dynamics. We used a 3-differential equation system based on the Holling IV type functional response to describe the dynamics of the NPZ components by examining the behavior of solutions in the infinite over a 3-D space. The analytical approach to NPZ modeling indicated that in the presence of an inhibitory parameter, the system does not reach equilibrium, i.e., diatoms and zooplankton maintain unpredictable dynamics. These findings were consistent with field data observed at a coastal station in central-southern Chile. Our study thus suggests that feedback mechanisms can indeed exist in the diatom–zooplankton relationship in highly productive coastal upwelling systems, and they should be incorporated into biogeochemical NPZ models.
期刊介绍:
The journal is concerned with the use of mathematical models and systems analysis for the description of ecological processes and for the sustainable management of resources. Human activity and well-being are dependent on and integrated with the functioning of ecosystems and the services they provide. We aim to understand these basic ecosystem functions using mathematical and conceptual modelling, systems analysis, thermodynamics, computer simulations, and ecological theory. This leads to a preference for process-based models embedded in theory with explicit causative agents as opposed to strictly statistical or correlative descriptions. These modelling methods can be applied to a wide spectrum of issues ranging from basic ecology to human ecology to socio-ecological systems. The journal welcomes research articles, short communications, review articles, letters to the editor, book reviews, and other communications. The journal also supports the activities of the [International Society of Ecological Modelling (ISEM)](http://www.isemna.org/).