农民对精准农业技术的采用:全面回顾

Garima Khaspuria, Aarushi Khandelwal, Mahima Agarwal, M. Bafna, Rupesh Yadav, Abhishek Yadav
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引用次数: 0

摘要

精准农业(PA)技术引领了当代农业实践的一场革命,开创了一个可持续、高效和数据驱动的农业生产时代。本研究旨在深入探讨农民采用精准农业技术的复杂动态,综合现有文献,确定关键的决定因素、障碍和影响。精准农业技术的采用受社会经济、制度、技术、心理和态度等多方面因素的影响。社会经济因素,如农场规模、收入水平、获得信贷的机会和人口特征,是影响农民决定是否采用精准农业技术的关键因素。制度因素,包括政府政策、推广服务、市场结构和支持网络,也对采用模式产生重大影响。技术因素,如精准农业技术的复杂性、兼容性和可感知的益处,也会影响农民的采用决策。此外,风险意识、创新能力和对变革的态度等心理因素也会影响农民采用新技术的意愿。采用精准农业技术为提高农业生产率、可持续性和盈利能力带来了巨大希望。通过实现对水、肥料、农药和种子等投入品的精确管理,精准农业技术有助于优化资源利用,最大限度地减少对环境的影响,并最大限度地挖掘增产潜力。此外,先进的数据分析、遥感和 IoT(物联网)设备的集成有助于实时监控、决策和预测分析,使农民能够获得改善农场管理的可行见解。然而,尽管精准农业技术具有令人瞩目的优势,但其应用仍面临着一些障碍和挑战。高昂的初始投资成本、有限的资本获取途径、不完善的基础设施以及技术知识差距,这些都给农民,尤其是那些在资源有限环境中工作的农民带来了巨大障碍。对数据隐私、安全和所有权的担忧也导致农民对采用 PA 技术心存顾虑,并引发了有关数据管理和监管框架的问题。为了克服这些障碍,促进精准农业技术的广泛应用,需要各利益相关方共同努力。农民教育和培训计划在提高数字素养、技术技能以及对精准农业技术潜在益处的认识方面发挥着至关重要的作用。政府政策和激励措施,包括补贴、赠款和税收优惠,可以帮助减轻资金障碍,激励采用。此外,研究人员、行业利益相关者和政策制定者之间的合作对于推动技术创新、开发用户友好型解决方案和应对新出现的挑战至关重要。对农村宽带连接和传感器网络等基础设施的投资也是当务之急,以确保精准农业技术在不同农耕环境中的无缝集成和可扩展性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Adoption of Precision Agriculture Technologies among Farmers: A Comprehensive Review
Precision agriculture (PA) technologies have spearheaded a revolution in contemporary farming practices, ushering in an era of sustainability, efficiency, and data-driven agricultural production. This comprehensive examination aims to delve deeply into the intricate dynamics surrounding the adoption of precision agriculture technologies among farmers, synthesizing existing literature, identifying key determinants, barriers, and implications. The adoption of precision agriculture technologies is influenced by a myriad of factors spanning socio-economic, institutional, technological, psychological, and attitudinal dimensions. Socio-economic factors such as farm size, income level, access to credit, and demographic characteristics are pivotal in shaping farmers' decisions to adopt PA technologies. Institutional factors, including government policies, extension services, market structures, and support networks, also wield significant influence over adoption patterns. Technological considerations, such as the complexity, compatibility, and perceived benefits of precision agriculture technologies, impact farmers' adoption decisions. Moreover, psychological factors such as risk perception, innovativeness, and attitudes towards change contribute to shaping farmers' willingness to embrace new technologies. The adoption of precision agriculture technologies holds immense promise for enhancing farm productivity, sustainability, and profitability. By enabling precise management of inputs such as water, fertilizers, pesticides, and seeds, PA technologies help optimize resource use, minimize environmental impact, and maximize yield potential. Furthermore, the integration of advanced data analytics, remote sensing, and IoT (Internet of Things) devices facilitates real-time monitoring, decision-making, and predictive analytics, empowering farmers with actionable insights for improved farm management. However, despite the compelling benefits, the adoption of precision agriculture technologies faces several barriers and challenges. High initial investment costs, limited access to capital, inadequate infrastructure, and technical knowledge gaps pose significant hurdles for farmers, particularly those operating in resource-constrained settings. Concerns regarding data privacy, security, and ownership also contribute to farmers' apprehensions about adopting PA technologies, raising questions about data governance and regulatory frameworks. To overcome these barriers and promote the widespread adoption of precision agriculture technologies, concerted efforts are needed from various stakeholders. Farmer education and training programs play a crucial role in enhancing digital literacy, technical skills, and awareness about the potential benefits of PA technologies. Government policies and incentives, including subsidies, grants, and tax incentives, can help alleviate financial barriers and incentivize adoption. Moreover, collaboration between researchers, industry stakeholders, and policymakers is essential to drive technological innovation, develop user-friendly solutions, and address emerging challenges. Investments in infrastructure, such as rural broadband connectivity and sensor networks, are also imperative to ensure the seamless integration and scalability of precision agriculture technologies across diverse farming landscapes.
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