Core Insights - The carbon emissions from a traditional latte amount to 1.2 kilograms, highlighting the significant environmental impact of food production, particularly in the coffee industry [1][6]. - The food industry is actively pursuing a comprehensive carbon reduction strategy across its entire supply chain, from agricultural practices to transportation and retail [2][3]. Group 1: Carbon Emissions in the Coffee Industry - Approximately 70% of the carbon emissions in the coffee value chain originate from upstream suppliers, with raw material sourcing contributing 84.47% of the carbon footprint [6]. - In the raw materials phase, milk accounts for 80% of the carbon footprint, while coffee beans contribute 16% and packaging materials 4% [6]. - Starbucks has partnered with Envision Technology Group to develop a digital carbon management platform aimed at measuring and reducing carbon emissions across its supply chain [6][7]. Group 2: Green Agriculture Initiatives - The green agriculture market in China has surpassed 500 billion yuan, reflecting a significant shift towards sustainable agricultural practices [10]. - Companies like McDonald's are collaborating with suppliers to promote sustainable practices, such as regenerative agriculture techniques, which include crop rotation and water-saving irrigation methods [9][8]. - Advanced technologies, including AI and blockchain, are being utilized to enhance transparency and efficiency in agricultural practices, benefiting both large-scale operations and smallholder farmers [14][15].

先正达集团中国MAP智慧农业平台可为种植户提供全生命周期管理服务，从产前规划的播前分析报告 和地块评价报告，到产中管理的种植监测诊断和病虫害预警与识别，再到产后评估的产量预估和年度种 植服务报告，AI技术都在其中发挥了关键作用。 先正达集团与亚马逊云科技携手合作，历时2年时间开发出CropwiseAI。依托先正达集团20年积累的卫 星图像、天气模式等数据信息，以及超过8万个关于作物生长阶段的观察记录和丰富的农艺模型资源， CropwiseAI逐步发展成为全球农户的"私人顾问"。CropwiseAI聊天机器人可在实时对话中为农户提供定 制化的种植建议，包括精确的投入品应用、品种分布及病虫害防控建议。 在正式被投入实际应用前，CropwiseAI经过了严格的测试流程。先正达集团开发团队利用模型生成答 案，并通过人工评估以及与其他大语言模型的对比验证，确保信息在简洁性、相关性与准确性方面达到 更优表现。 以选种为例，单个作物可能有数千种的杂交品种可供农户选择，而每块农田的环境、需求及病虫害情况 特殊，使得选种过程极为复杂。CropwiseAI能够根据土壤条件、病虫害历史和实时天气数据，从数千种 杂交品种中推荐最适合 ...