Integrating digital technologies in agriculture for climate change adaptation and mitigation: State of the art and future perspectives

IF 7.7 1区 农林科学 Q1 AGRICULTURE, MULTIDISCIPLINARY Computers and Electronics in Agriculture Pub Date : 2024-09-07 DOI:10.1016/j.compag.2024.109412
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Abstract

Agriculture faces a major challenge in meeting the world’s growing demand for food in a sustainable manner in the face of increasing environmental pressures, in particular the growing impact of climate change. Agriculture is also a major contributor to climate change. Digital technologies in agriculture can contribute to climate change adaptation and mitigation. This paper examines the interactions between climate change and agriculture, reviews adaptation and mitigation strategies, explores the application of digital technologies in this context, and discusses future challenges and opportunities for sustainable and resilient agriculture. The final aim is to provide a comprehensive overview of the current state and future prospects of digital agriculture in the context of climate change. A comprehensive literature review was conducted on adaptation and mitigation strategies in agriculture, and on the current state and future prospects of digital agriculture in the context of climate change adaptation and mitigation. The identified applications of digital technologies in agriculture include Remote Sensing for crop monitoring, Big Data for predictive modelling of water shortages and pest outbreaks, Artificial Intelligence for pest identification and tracking, the Internet of Things for precision fertiliser management, nanotechnology for soil improvement, robots for targeted spraying, and blockchain for improved soil management and supply chain transparency, among others. These technologies facilitate the precise management of resources, improve decision-making processes and enable more efficient agricultural practices. Digital technologies also help mitigate climate change by optimising inputs such as water and fertiliser, thereby reducing greenhouse gas emissions and promoting carbon sequestration. However, there are significant barriers to the adoption of these technologies, including the digital divide, high up-front costs and complexity, as well as privacy and security concerns and the environmental impact of technology use. Future action must address these barriers by investing in infrastructure and training, ensuring financial incentives, developing scalable digital solutions tailored to local agricultural conditions, increasing digital literacy among farmers, developing comprehensive governance frameworks, and exploring the integration of multiple digital technologies. The paper contributes to advancing scientific understanding and guiding practice and policy towards sustainable agriculture in the face of climate change. It provides a call to action for a more sustainable future in the context of climate change and highlights the urgency of multi-stakeholder collaboration to create an enabling environment for the widespread adoption of these innovations, ensuring that they are accessible, cost-effective and suitable for different farming environments.

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将数字技术融入农业,以适应和减缓气候变化:最新技术和未来展望
面对日益增长的环境压力,特别是气候变化带来的日益严重的影响,如何以可持续的方式满足世界日益增长的粮食需求,是农业面临的一项重大挑战。农业也是造成气候变化的一个主要因素。农业数字技术可以为适应和减缓气候变化做出贡献。本文探讨了气候变化与农业之间的相互作用,回顾了适应和减缓战略,探索了数字技术在这方面的应用,并讨论了可持续和抗灾农业未来面临的挑战和机遇。本文的最终目的是全面概述气候变化背景下数字农业的现状和未来前景。对农业适应和减缓战略以及气候变化适应和减缓背景下数字农业的现状和未来前景进行了全面的文献综述。已确定的数字技术在农业中的应用包括:用于作物监测的遥感技术、用于预测缺水和病虫害爆发的大数据模型、用于病虫害识别和跟踪的人工智能、用于精准肥料管理的物联网、用于土壤改良的纳米技术、用于定向喷洒的机器人,以及用于改善土壤管理和提高供应链透明度的区块链等。这些技术有助于精确管理资源,改善决策过程,提高农业实践效率。数字技术还有助于通过优化水和肥料等投入来减缓气候变化,从而减少温室气体排放并促进碳固存。然而,在采用这些技术方面存在重大障碍,包括数字鸿沟、高昂的前期成本和复杂性,以及隐私和安全问题和技术使用对环境的影响。未来的行动必须通过投资基础设施和培训、确保财政激励措施、开发适合当地农业条件的可扩展数字解决方案、提高农民的数字素养、制定综合治理框架以及探索多种数字技术的整合来解决这些障碍。本文有助于促进科学认识,指导实践和政策,实现气候变化下的可持续农业。它呼吁人们采取行动,在气候变化的背景下创造一个更加可持续的未来,并强调了多方利益相关者合作的紧迫性,以创造一个有利于广泛采用这些创新的环境,确保它们易于获得、具有成本效益并适合不同的农业环境。
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来源期刊
Computers and Electronics in Agriculture
Computers and Electronics in Agriculture 工程技术-计算机:跨学科应用
CiteScore
15.30
自引率
14.50%
发文量
800
审稿时长
62 days
期刊介绍: Computers and Electronics in Agriculture provides international coverage of advancements in computer hardware, software, electronic instrumentation, and control systems applied to agricultural challenges. Encompassing agronomy, horticulture, forestry, aquaculture, and animal farming, the journal publishes original papers, reviews, and applications notes. It explores the use of computers and electronics in plant or animal agricultural production, covering topics like agricultural soils, water, pests, controlled environments, and waste. The scope extends to on-farm post-harvest operations and relevant technologies, including artificial intelligence, sensors, machine vision, robotics, networking, and simulation modeling. Its companion journal, Smart Agricultural Technology, continues the focus on smart applications in production agriculture.
期刊最新文献
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