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Nine Key Digital Solution Areas Creating Value in Agriculture

2023-06-25 03:52:22
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Illustration: © IoT For All

Farmers across the world are plagued with challenges ranging from the increasing demand for food, shortage of natural resources, the rising cost of labor, and increasing regulations towards sustainable farming. To feed more than 10 billion people by 2050, the agriculture industry needs to increase its production capacity by 70 percent (compared to 2009), creating a need for better solutions.

Moreover, agriculture accounts for 70 percent of freshwater usage globally, and 50-60 percent is wasted due to inefficient application. Digital technologies hold tremendous potential to address these issues and transform the sector by improving the efficiency of farming methods, resulting in better utilization of resources and energy.

“To feed more than 10 billion people by 2050, the agriculture industry needs to increase its production capacity by 70 percent (compared to 2009).“

9 Key Digital Solutions

Transforma Insights’ recent report, ‘Digital Transformation (DX) in the Agriculture Sector’ identified nine key solutions in the agriculture sector that are enabled by digital transformation.

#1: Crop Management

Monitoring of crop, soil, and plant conditions via in-field sensors or satellite imagery by collecting and analyzing data such as temperature, moisture, and fertility. These solutions can reduce water consumption by 15-30 percent by allowing farmers to adjust their irrigation techniques based on comprehensive soil probes. It also helps reduce site-specific application of fertilizers, nitrogen, and pesticides, resulting in reducing production cost by around 15 percent and increasing the yield by 15-20 percent.

#2: Automatic Irrigation

Automation of irrigation activity based on data collected from crop management sensors, smart weather stations, weather reports, and other environmental factors. Automated irrigation systems further enhance water savings achieved by Crop Management solutions. Additionally, they help overcome the need for farmers to physically visit the field to switch on and off the pumps, leading to savings in fuel for travel.

#3: Livestock Management

Use of digitally transformative technologies for monitoring the health and location of livestock. Livestock management solutions are being deployed across various use cases, including healthcare management, heat detection, calving management, feed management, weight management, and more.

These technologies in livestock management limit administrative labor and theft losses and ensure early detection of diseases, thereby reducing operational expenses. They also significantly reduce veterinary bills and lower insurance premiums based on cattle health.

#4: Indoor Vertical Farming and Smart Greenhouses

Use of technologies in controlled environments, customized to the vegetation needs in a greenhouse or indoor farms (using hydroponics or aeroponics). They use controlled-environment agriculture (CEA) technology, where all environmental (temperature, humidity, CO2, light) and nutrition factors (and composition) can be monitored and controlled.

These farms heavily depend on the use of AI, IoT, and robotic process automation for operation. Indoor vertical farms use 70-95 percent less water (using hydroponics and aeroponics) and require 90 percent less land than traditional farming.

#5: Drone Farming

Use of drones to enhance various agricultural practices including crop health assessment, irrigation, field analysis, crop spraying, and planting. The benefits to farmers include less labor effort, higher productivity, and more efficient use of resources. Remotely operated drones are being used heavily in crop spraying applications in agriculture across the world, for example, 30 percent of all agriculture spraying in South Korea is done by drones.

#6: Farm Automation and Robots

All technologies are used to automate farmers’ repetitive labor-intensive tasks. The technology has huge potential as robots are more agile than manual labor, for example, robotic harvesters are ten times faster than humans. Robotic harvesters, weeders, and planters are still emerging areas and most of the companies are doing early commercial trials with plans to expand in the upcoming years.

#7: Farm Management

This solution in agriculture is essential for data collection. Platforms for integration of data collected from all devices and sources for maximizing productivity, farm planning, and managing operations. The combined data generated from field sensors, drones, field equipment, and satellite monitoring solutions are often decentralized due to the lack of interoperability of these systems. Farm management devices help break silos across divisions, regions, and functions with the help of a unified platform, which increases operational efficiency.

#8: Produce Monitoring

Technologies used in post-harvesting operations such as silo monitoring, grain storage monitoring, and sorting and packing systems. Almost 50 percent of cereals, vegetables, and fruits can get spoilt in storage, due to inadequate infrastructure, time delays, and uncertainties in demand and supply. Produce monitoring solutions that optimize storage conditions, improve storage utilization efficiency, reduce energy consumption, and lessen inventory handling costs.

#9: Supply Monitoring

Tracking of input resources such as fertilizers, fuel/diesel, feed (in livestock farming), and water. These solutions optimize delivery rounds, pre-emptive stocking, and efficient route planning, thereby saving fuel and labor costs. They also enhance worker safety by reducing leakages and adhering to environmental compliance (which otherwise can result in hefty government fines).

Agriculture Expansion

The agriculture industry is expanding rapidly to cater to the growing demand for food, but in doing so, it is being plagued by issues ranging from a shortage of natural resources (land and water) to aging farmer populations.

The aforementioned digital solutions in agriculture are proving to be a transformative force, which will revolutionize traditional practices by delivering real-time data to farmers, based on which they can make informed choices about crop health, soil conditions, and irrigation requirements. It can be reasonably concluded that the evolving agricultural practices (coupled with digital technologies) hold tremendous potential and can ensure food security, enhance efficiency and foster sustainable agricultural practices.

 

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  • Agriculture
  • Animal Tracking
  • Data Analytics
  • Drones
  • Farming

  • Agriculture
  • Animal Tracking
  • Data Analytics
  • Drones
  • Farming

参考译文
农业中创造价值的九大关键数字解决方案领域
插图:© IoT For All → 全世界农民面临诸多挑战,包括日益增长的粮食需求、自然资源短缺、劳动力成本上升以及可持续农业相关法规的日益严格。为了在2050年前养活超过100亿人,农业行业需要将产能提升70%(与2009年相比),从而对更优的解决方案提出更高需求。此外,农业占全球淡水使用量的70%,其中50%至60%因使用效率低下而浪费。数字技术具有巨大潜力,可以通过提高农业实践的效率来解决这些问题并变革农业行业,从而实现资源和能源的更好利用。“为了在2050年前养活超过100亿人,农业行业需要将产能提升70%(与2009年相比)。” Transforma Insights最近发布的报告《农业领域的数字化转型(DX)》指出了农业领域由数字化转型推动的九项关键解决方案。 #1:作物管理 通过田间传感器或卫星图像监测作物、土壤和植物的状况,收集并分析温度、湿度和肥力等数据。这些解决方案可以通过综合土壤探测数据,让农民调整灌溉方式,从而减少15-30%的用水量。同时,它也有助于减少特定地点的肥料、氮素和农药使用,从而减少约15%的生产成本,并提高15-20%的产量。 #2:自动灌溉 基于作物管理传感器、智能气象站、天气预报和其他环境因素收集的数据,实现灌溉活动的自动化。自动灌溉系统可以进一步提高作物管理解决方案所实现的节水效果。此外,它们还能帮助农民不必亲自到田间开关水泵,从而节省交通所需的燃料。 #3:畜牧管理 利用数字化转型技术监测牲畜的健康状况和位置。畜牧管理解决方案已应用于各种场景,包括健康管理、发情检测、分娩管理、饲料管理、体重管理等。这些畜牧管理技术能减少管理劳动和偷盗损失,并能实现疾病的早期检测,从而降低运营成本。它们还显著减少了兽医费用,并基于牛只健康状况降低了保险费用。 #4:室内垂直农场和智能温室 在受控环境中使用定制化技术,以满足温室或室内农场(采用水培或气培技术)的植物需求。它们使用受控环境农业(CEA)技术,可以监控和控制所有环境因素(温度、湿度、二氧化碳、光照)和营养因素(成分)。这些农场高度依赖人工智能(AI)、物联网(IoT)和机器人流程自动化技术进行运营。室内垂直农场使用水培和气培技术,可减少70-95%的用水量,并且所需土地面积比传统农业减少90%。 #5:无人机农业 利用无人机提高各类农业实践,如作物健康评估、灌溉、田间分析、作物喷洒和种植。对农民而言,这些技术可减少劳动强度、提高生产效率,并实现资源的更高效利用。无人机在农业中正被广泛用于远程操作的作物喷洒应用,例如,韩国30%的农业喷洒工作由无人机完成。 #6:农场自动化与机器人 所有技术均用于自动化农民的重复性劳动。由于机器人比人工劳动更具灵活性,这项技术具有巨大潜力,例如,机械收割机比人类快10倍。机械收割机、除草机和种植机仍属新兴领域,目前大多数公司正在进行初步的商业试验,并计划在未来几年内扩大应用。 #7:农场管理 这一农业解决方案对于数据收集至关重要。它通过整合来自所有设备和来源的数据,以最大化生产力、农场规划和运营管理。由于这些系统缺乏互操作性,来自田间传感器、无人机、田间设备和卫星监控解决方案的数据通常是分散的。农场管理设备借助统一平台,帮助打破部门、区域和职能之间的信息孤岛,从而提高运营效率。 #8:农产品监控 用于收获后操作的技术,如粮仓监控、谷物储存监控以及分拣和包装系统。由于基础设施不足、时间延迟以及供需不确定性,大约50%的谷物、蔬菜和水果会在储存过程中变质。农产品监控解决方案可优化储存条件,提高储存利用效率,减少能源消耗,并降低库存处理成本。 #9:供应链监控 监控投入资源,如肥料、燃料/柴油、饲料(在畜牧养殖中)和水资源。这些解决方案可优化配送路线、提前备货和高效路线规划,从而节省燃料和人工成本。它们还可以通过减少泄漏和遵守环境法规(否则可能会导致高额政府罚款)来提高工人安全。 农业扩张 农业行业正在迅速扩张,以满足不断增长的粮食需求,但在此过程中,它也面临从自然资源(土地和水)短缺到农民人口老龄化等一系列问题。上文所述的农业数字化解决方案被证明是一种变革力量,通过向农民提供实时数据,他们可以根据这些数据做出有关作物健康、土壤状况和灌溉需求的明智决策。可以合理地得出结论:随着农业实践的不断发展(结合数字技术),其潜力巨大,能够确保粮食安全,提高效率,并推动可持续农业的发展。 推文分享 邮件分享 农业 动物追踪 数据分析 无人机 农场
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