智慧农业，何以智慧？今天我们从广西稻田寻找答案。 在广西首个水稻智慧农场——贵港市港北区益农农场，传统锄头犁耙正被手机、智能设备等"新农 具"替代：北斗导航智驾系统实现犁田全程无人作业，无人驾驶插秧机自主完成作业，植保无人机沿着 预设路线精准喷洒农药。 水稻生产因"新农具"焕发新活力。"我们只需要通过App下达指令，无人驾驶收割机便可沿着预设 路线匀速前进，迅速完成割稻、脱粒、秸秆粉碎等工序，实现24小时不间断的收割作业。"益农农机专 业合作社负责人介绍，单靠人力每天只能收割一两亩水稻，而无人收割机一天能够收割几十亩，生产效 率大幅提升。 新技术应用正悄然改变着传统的农业生产方式，粮食生产逐步向智能化、精细化、规模化方向发 展。（莫迪 黄智 农娟） 至此，益农水稻智慧农场再生稻品种"玮两优8612"连续两年亩产超过1000公斤。 2025年，益农水稻智慧农场二期建设面积达500亩，其中"玮两优8612"种植面积从2024年的10亩增 至165亩。整地、育插秧、植保、机收全程全环节均采用智能农机装备，由合作社成员独立操控，实现 了水稻耕种管收全流程数字化管理。 过去种田凭经验，如今借助虫情测报仪、土壤监测传感器 ...

广东省农业农村厅和广州市天河区将以环五山创新策源区和天河智慧城柯木塱片区为核心，共同推动智 能装备、生物农业等前沿技术落地，建设一批可看、可学、可推广的示范场景。 12月28日下午，在"奋进'百千万'狮舞耀花城"2025狮超嘉年华暨"百千万工程"惠民市集活动现场，天河 区农业农村局党组书记、局长欧阳习中透露了天河区智慧农业发展的最新动向。 天河区拥有粤港澳大湾区独一无二的农业科创资源，辖区汇聚了众多涉农高校、科研院所、企业研发中 心等顶尖力量。此次天河区与省农业农村厅"牵手"合作，将以人工智能为牵引，全力抢占"人工智能+农 业"新赛道，让科技赋能产业，实现降本增效，让大家的"米袋子"更充实、"菜篮子"更丰富、"果盘 子"更鲜美。 欧阳习中介绍，接下来，天河区推动智慧农业高质量发展将有两大举措。一是建设广东省现代化海洋牧 场技术创新中心，为广东打造现代海洋经济高地、建设"海上新广东"提供核心科技支撑，拓展"蓝色粮 仓"，让优质深海产品游上百姓餐桌。二是全力培育现代种业产业，围绕"科技赋能种源、产业保障民 生"，以环五山创新策源区种业促进会为平台，推动种业科技自立自强，孕育大地"芯片"，引领粤港澳 大湾区现代种业 ...

（来源：黑龙江日报） 转自：黑龙江日报 □本报记者 周静 要当好国家粮食安全"压舱石"。建好建强国家重要商品粮生产基地，更高水平保障国家粮食安全。提升 综合产能。谋划实施新一轮千万吨粮食增产计划，以"五良"深度融合大面积提升单产。推广高端农机。 实施农机研发制造推广应用一体化试点，加快建设高端智能农机装备先导区。抓牢"两个要害"。建好黑 龙江国家大豆种子基地，如期完成980.37万亩高标准农田建设任务。 要争当农业现代化建设排头兵。示范推广农业新技术、新装备、新业态、新模式、新场景，培育农业新 质生产力，加快率先实现农业"五化"。大力发展智慧农业，开展"人工智能+农业"行动，推动人工智 能、生物技术、低空经济等赋能，争创农业领域种植业方向国家人工智能应用中试基地。建设现代种业 大省，探索加快人工智能驱动的育种体系创新，选育突破性新品种，培育种业创新领军企业。建设农业 全面绿色转型样板区，打造非转基因、寒地黑土、绿色有机食品供给基地。建设农产品质量安全省，农 产品质量安全可追溯面积6000万亩以上。建设农业品牌强省，拓展"黑土优品"销售渠道，扩大定制农业 规模，进一步提升龙江优质农产品市场影响力和竞争力。 要打 ...

Core Insights - The article highlights the promotion and implementation of smart agriculture in Shandong Province, emphasizing the integration of digital technology in agricultural modernization [1][2] Group 1: Policy and Framework - The Shandong Provincial Agricultural Technology Promotion Center held a seminar to discuss smart agriculture policies and share experiences from various regions [1] - A "Digital Agriculture Breakthrough Action Implementation Plan" has been introduced, focusing on the establishment of the "Qilu Nongyun" digital platform and the creation of over 800 smart agriculture demonstration scenarios [1][2] Group 2: Key Initiatives - The province aims to enhance top-level design and systematic planning, focusing on foundational support, model development, technology integration, and scenario creation [2] - Efforts will be made to integrate and utilize data resources through the "Qilu Nongyun" platform, establishing data standards and promoting a high-quality agricultural data set [2] - There is a strong emphasis on talent development, encouraging collaboration between agricultural enterprises and universities to create customized courses and internship programs [2] - The implementation of county-level digital agriculture development and smart agriculture demonstration application bases is planned to promote replicable application scenarios [2]

Core Insights - Guangxi is focusing on the implementation of the "Ten Million Project" to enhance rural development and quality of life, with significant financial support from the central government and local initiatives [1][2] Group 1: Financial Support and Investment - Since the beginning of the 14th Five-Year Plan, Guangxi has secured 700 million yuan in central budget funds to support the construction of beautiful rural areas across 35 counties [1] - For the years 2024-2025, the autonomous region will allocate 1 billion yuan annually to implement the "Ten Million Project" and leverage social capital and community labor [1] Group 2: Infrastructure Development - The completion rate of rural infrastructure has significantly improved, with 99% of townships connected to tertiary roads and 100% of administrative villages having access to graded roads [2] - The rural water supply coverage has reached 92.4%, and over 32,000 rural houses have been renovated to eliminate safety hazards [2] - The coverage of 5G and gigabit fiber networks in administrative villages has reached 100% [2] Group 3: Improvement in Living Conditions - The penetration rate of sanitary toilets in rural areas has reached 95.29%, surpassing the national average [2] - The coverage of sewage treatment facilities in built towns has achieved 100%, making Guangxi the seventh province in the country to reach this milestone [2] - The rate of rural waste management has improved, with 95% of village groups now able to collect and process waste [2] Group 4: Public Services Enhancement - A total of 27.46 billion yuan has been allocated for the construction and expansion of 6,407 compulsory education schools, including 204 new schools [3] - The region has established 1,265 township health centers and 17,800 village clinics, significantly enhancing healthcare access [3] - The coverage of regional elderly care service centers has reached 60.9% [3] Group 5: Agricultural Development - Guangxi has implemented a three-year action plan for modern characteristic agricultural development, creating six agricultural industry clusters with annual outputs exceeding 100 billion yuan [3] - The region has established 10 national-level advantageous characteristic industry clusters and 13 national-level modern agricultural parks [3] - Innovative applications of AI in agriculture, such as "unmanned farms" and "smart pest control," are emerging [3] Group 6: Governance and Community Engagement - The proportion of star-rated village party organizations has reached 49.1%, indicating strong party leadership in rural governance [4] - New forms of village-level consultation and governance have been developed, enhancing community participation [4] - Efforts in rural spiritual civilization construction are being advanced alongside governance initiatives [4]

Core Insights - The event "Artificial Intelligence + Empowering Modern Agriculture Innovation Cooperation Symposium" was held in Nanning, focusing on integrating AI into agriculture, including smart fishing grounds, digital orchards, unmanned farms, and smart pastures [1][2] - The meeting emphasized the importance of AI in reshaping agricultural production logic and development paradigms, positioning Guangxi as a key area for AI and agriculture collaboration with ASEAN [2] Group 1: Event Overview - The symposium was attended by academicians, experts, and business representatives who provided insights on how AI can enhance modern agricultural practices [1] - Key figures included members from the Chinese Academy of Engineering and executives from major tech companies like Huawei, who shared their recommendations for AI applications in agriculture [1] Group 2: Government Initiatives - The Guangxi government expressed gratitude for the support from various agricultural and scientific institutions and highlighted the need for AI to become a new agricultural resource [2] - Plans were discussed to create a collaborative framework for AI development in agriculture, aiming to establish Guangxi as a hub for AI and agricultural technology in the ASEAN region [2] Group 3: Implementation Strategies - The government will implement a checklist management system to incorporate feedback from experts into policy measures for AI in agriculture [3] - A project signing ceremony was held, focusing on smart agricultural machinery, digital fisheries, and talent cultivation, indicating a commitment to practical applications of AI in agriculture [3]

Core Insights - The article highlights the collaboration between academicians and experts to promote high-quality development in modern agriculture in Guangxi, showcasing various technological advancements and their impact on agricultural efficiency and productivity [1][2][5]. Group 1: Technological Advancements - The introduction of centimeter-level precision agricultural machinery in sugarcane farms and AI systems in rice farms has significantly reduced costs, with an average cost reduction of 250 RMB per mu [1][2]. - The establishment of two major scientific innovation platforms and five national research projects aims to transform advanced technologies, such as the full genome map of sugarcane and digital breeding of pigs, into practical applications for enhancing agricultural quality and efficiency [2][3]. Group 2: Economic Impact - By 2024, the primary industry value in Guangxi is projected to exceed 475 billion RMB, with per capita income for farmers nearing 20,000 RMB and record-high grain yields [3]. - The collaboration has led to the signing of seven cooperative projects in key areas like fruits, vegetables, and agricultural machinery, with a targeted research investment of 258 million RMB [2]. Group 3: Regional Cooperation and Development - The partnership with academicians has enhanced Guangxi's agricultural openness, with smart sugarcane farms serving as a model for intelligent processes in the sugar industry, and technology being shared with Vietnam through cooperative projects [5]. - Upcoming events, such as the "Wisdom Gathering in Eight桂: High-Quality Development of Characteristic Agriculture" from November 4-8, will further engage academicians and experts in advancing smart agriculture in Guangxi [6].

Core Insights - The development of modern characteristic agriculture in Guangxi is emphasized by the government, focusing on agricultural technology innovation, high-quality product development, and the establishment of agricultural industry clusters to enhance competitiveness and efficiency [1][4][5]. Group 1: Agricultural Development Initiatives - In December 2021, the Ministry of Agriculture and Rural Affairs signed a cooperation framework agreement with Guangxi to promote high-quality modern characteristic agriculture from 2021 to 2025, focusing on six key areas [1][5]. - By the end of 2024, Guangxi has recognized 641 "Gui" agricultural brands, with a total output value exceeding 160 billion yuan and a brand value surpassing 500 billion yuan [2][10]. - Guangxi has built 4,873 cold storage facilities since 2020, significantly improving the freshness and storage capacity of fruits and vegetables, leading to an average premium of about 25% for fresh agricultural products [2][15]. Group 2: Agricultural Production and Standards - Guangxi is a major producer of various agricultural products, with significant contributions to national production, including 60% of the world's jasmine flowers and 1/7 of the country's fruits [3][24]. - The region has established 50 standards for agricultural production and processing that are recognized by ASEAN countries, enhancing international cooperation [3][24]. Group 3: Financial and Technological Support - Guangxi has implemented innovative financial models to support modern facility agriculture, including collateral loans for livestock and agricultural facilities, easing financing difficulties for small farmers [13][14]. - The total output value of facility agriculture in Guangxi exceeded 280 billion yuan in 2024, with a year-on-year growth of 12% [14]. Group 4: Talent Development and New Farmers - The total number of practical agricultural talents in Guangxi has surpassed 1 million, with over 2,800 modern young farmers and 3,200 agricultural managers trained [2][21]. - The region is focusing on cultivating "new farmers" who are skilled in modern agricultural practices and technologies, enhancing the overall agricultural workforce [19][21]. Group 5: International Cooperation and Market Expansion - Guangxi is enhancing agricultural cooperation with ASEAN countries, with agricultural product imports and exports exceeding 30 billion yuan in 2024, a growth of 10.5% from the previous year [24][25]. - The region is actively promoting its agricultural products internationally, with significant export increases for specific products like the "Gui" brand fruits [23][24].

Group 1 - The 2025 Smart Agriculture Expo and Guangxi International Agricultural Expo will be held from November 6 to 8 at the Nanning International Convention and Exhibition Center, focusing on showcasing achievements, promoting exchanges, and facilitating cooperation in smart agriculture [1] - The theme of the Smart Agriculture Expo is "Smart Manufacturing in Agriculture, Data-Connected Villages," highlighting key areas such as intelligent equipment, "AI + agriculture" services, and digital rural development [1] - The expo will feature over a hundred products from various countries and regions, including smart integrated platforms, smart irrigation, and intelligent harvesting equipment [1] Group 2 - Guangxi has implemented a digital rural development strategy, achieving significant results in smart agriculture by integrating AI with agricultural practices, including the establishment of the first smart unmanned sugarcane farm in China [2] - The smart agriculture ecosystem in Guangxi covers five major areas: production, equipment, regulation, data, and international cooperation, enhancing productivity and reducing chemical usage by over 20% [2] - International collaborations have been established in smart pig farming and digital sugarcane planting, with successful implementations in countries like South Korea, Vietnam, and Russia [2] Group 3 - The second Guangxi International Agricultural Expo aims to create a cross-border supply chain with the goal of "ASEAN production, Guangxi distribution, and national sales," featuring ten thematic exhibition areas [3] - The expo will showcase national premium agricultural products, "Guizhou brand" products, and various regional and international agricultural innovations [3] - A total of 190 enterprises from other provinces and regions have confirmed their participation, along with six ASEAN countries [3]

Core Viewpoint - The company "蔚蓝引擎" has completed its angel round financing, with funds aimed at product development, mass production, and market expansion for its laser weeding robots in agriculture [1] Company Overview - "蔚蓝引擎" is the first company in China focused on the research and development of laser weeding robots, established in 2022 [1] - The company has developed two products: "large field laser weeding robot" and "small laser weeding robot," which are set to launch in November 2023 [1][5] - The technology targets crops with strict weeding requirements, such as medicinal herbs and organic vegetables [1] Market Opportunity - The green agricultural equipment market is projected to reach a trillion-level development opportunity, with domestic demand for weeding robots at 299,000 units valued at 89.59 billion yuan [5] - The overseas market potential is also significant, with a demand scale of approximately 204,000 units valued at about 102 billion USD [5] Industry Challenges - The agriculture weeding industry faces challenges such as high labor costs, low efficiency, and over-reliance on herbicides that damage soil ecology [5][6] - Existing weeding equipment often damages crops and requires high standards for sowing [5] Technological Advantages - Laser technology is chosen for its precision and efficiency, with the ability to destroy weeds without contact with the soil [6] - The robots can operate continuously, using AI algorithms to identify weeds within milliseconds and can eliminate over 120,000 weeds per hour [7] Cost Efficiency - Current manual weeding costs range from 200 to 300 yuan per mu, while laser weeding costs are expected to drop to 40-60 yuan per mu, representing 20% to 30% of manual costs [9] Future Plans - The company aims to expand its product line for laser weeding and explore other areas in precision agriculture robotics [9] - The sales target for the next year is approximately 20 million yuan, with existing interest from large farms and agricultural cooperatives [9] Investor Perspective - The investor, 司南导航, views agricultural robots as a key area in smart agriculture, driven by both policy and market demand [10] - "蔚蓝引擎" is recognized for its early commercialization efforts in precision agricultural robots and is expected to establish a competitive edge in the laser weeding market [10]