{"title":"一个评估水培产品服务系统商业可行性的系统动力学模型","authors":"Pallavi Paturu , Sudhir Varadarajan","doi":"10.1016/j.ecolmodel.2025.111321","DOIUrl":null,"url":null,"abstract":"<div><div>Hydroponics, a soilless farming technique, is emerging as a sustainable alternative to traditional agriculture. However, large scale adoption of hydroponics is hampered by higher capital and production costs and inadequate technical expertise at the farm level. As a result, the manufacturers and entrepreneurs involved in hydroponics systems are exploring different business models to enhance commercial viability and adoption. Since these business models include a combination of products and services, they are better viewed as Product-Service systems (PSS). The objective of this study is to develop a System Dynamics (SD) model of a result-oriented hydroponics PSS to guide decisions on plant, energy, and nutrients to manage yield and production costs. The study uses the SD method to model the relationships between technical factors such as nutrient delivery, water quality, light, humidity, temperature, and PSS factors such as location choices, product and service quality. The model results reveal that light and humidity have a higher impact on crop yield when compared to factors such as flow rate, electrical conductivity, and nitrogen levels. The results also show that location choice, product, and service quality can affect production costs by 5–25 %. These insights contribute to a holistic understanding of hydroponics as a PSS, offering practical guidance for businesses, policymakers and researchers to enhance the commercial viability of hydroponic farming and promote sustainable food production.</div></div>","PeriodicalId":51043,"journal":{"name":"Ecological Modelling","volume":"510 ","pages":"Article 111321"},"PeriodicalIF":3.2000,"publicationDate":"2025-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A system dynamics model to assess the commercial viability of hydroponics product service system\",\"authors\":\"Pallavi Paturu , Sudhir Varadarajan\",\"doi\":\"10.1016/j.ecolmodel.2025.111321\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Hydroponics, a soilless farming technique, is emerging as a sustainable alternative to traditional agriculture. However, large scale adoption of hydroponics is hampered by higher capital and production costs and inadequate technical expertise at the farm level. As a result, the manufacturers and entrepreneurs involved in hydroponics systems are exploring different business models to enhance commercial viability and adoption. Since these business models include a combination of products and services, they are better viewed as Product-Service systems (PSS). The objective of this study is to develop a System Dynamics (SD) model of a result-oriented hydroponics PSS to guide decisions on plant, energy, and nutrients to manage yield and production costs. The study uses the SD method to model the relationships between technical factors such as nutrient delivery, water quality, light, humidity, temperature, and PSS factors such as location choices, product and service quality. The model results reveal that light and humidity have a higher impact on crop yield when compared to factors such as flow rate, electrical conductivity, and nitrogen levels. The results also show that location choice, product, and service quality can affect production costs by 5–25 %. These insights contribute to a holistic understanding of hydroponics as a PSS, offering practical guidance for businesses, policymakers and researchers to enhance the commercial viability of hydroponic farming and promote sustainable food production.</div></div>\",\"PeriodicalId\":51043,\"journal\":{\"name\":\"Ecological Modelling\",\"volume\":\"510 \",\"pages\":\"Article 111321\"},\"PeriodicalIF\":3.2000,\"publicationDate\":\"2025-08-20\",\"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/S0304380025003072\",\"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/S0304380025003072","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}
A system dynamics model to assess the commercial viability of hydroponics product service system
Hydroponics, a soilless farming technique, is emerging as a sustainable alternative to traditional agriculture. However, large scale adoption of hydroponics is hampered by higher capital and production costs and inadequate technical expertise at the farm level. As a result, the manufacturers and entrepreneurs involved in hydroponics systems are exploring different business models to enhance commercial viability and adoption. Since these business models include a combination of products and services, they are better viewed as Product-Service systems (PSS). The objective of this study is to develop a System Dynamics (SD) model of a result-oriented hydroponics PSS to guide decisions on plant, energy, and nutrients to manage yield and production costs. The study uses the SD method to model the relationships between technical factors such as nutrient delivery, water quality, light, humidity, temperature, and PSS factors such as location choices, product and service quality. The model results reveal that light and humidity have a higher impact on crop yield when compared to factors such as flow rate, electrical conductivity, and nitrogen levels. The results also show that location choice, product, and service quality can affect production costs by 5–25 %. These insights contribute to a holistic understanding of hydroponics as a PSS, offering practical guidance for businesses, policymakers and researchers to enhance the commercial viability of hydroponic farming and promote sustainable food production.
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/).