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2017 IEEE Technological Innovations in ICT for Agriculture and Rural Development (TIAR)最新文献

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Forecasting and monitoring maize production using satellite imagery in Rwanda 利用卫星图像预测和监测卢旺达的玉米产量
Davy Uwizera, P. McSharry
Agriculture is an important economic sector, employing over half of the workforce in Africa. The main threats that the sector faces are pests, plant diseases and climate change. Assessing and managing the risks posed by climate change for the agricultural sector requires access to high quality weather and crop yield data. Climate change is likely to have an impact on the variability of weather patterns in specific areas, which consequently disrupts the farming calendar. Extreme weather events such as drought have the potential to substantially reduce production. There are many programs across the globe that seek to increase agricultural productivity through specific farming practices, land consolidation and other agricultural strategies. However, their long-term success will also be affected by climate change. This study uses a quantitative approach to develop parsimonious models for forecasting and monitoring the performance of the maize crop while taking account of local rainfall estimated by satellite imagery. Understanding the influence of weather on past crop yields is the first step to quantifying the likely economic impact of climate change. The analysis also assesses the potential for improving the current system of crop land allocation by district in Rwanda.
农业是一个重要的经济部门,雇用了非洲一半以上的劳动力。该部门面临的主要威胁是病虫害、植物病害和气候变化。评估和管理气候变化给农业部门带来的风险需要获得高质量的天气和作物产量数据。气候变化可能对特定地区天气模式的变化产生影响,从而扰乱农业日历。干旱等极端天气事件有可能大幅减少产量。全球有许多项目试图通过特定的耕作方法、土地整理和其他农业策略来提高农业生产率。然而,它们的长期成功也将受到气候变化的影响。本研究采用定量方法开发了一个简洁的模型,用于预测和监测玉米作物的表现,同时考虑到通过卫星图像估计的当地降雨量。了解天气对过去作物产量的影响是量化气候变化可能造成的经济影响的第一步。该分析还评估了改善卢旺达按地区分配作物土地的现行制度的潜力。
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引用次数: 1
Automated irrigation with advanced seed germination and pest control 自动灌溉,先进的种子发芽和害虫控制
G. Arvind, V. G. Athira, H. Haripriya, R. Akshaya Rani, S. Aravind
Agriculture can be split into multiple phases like sowing the seeds, germinating the seeds, irrigating, etc. Our innovation deals with automating certain phases of agriculture, such as irrigation and pest control, using artificial intelligence, machine learning and Internet of things. This can be achieved with the help of Ubiquitous computing (Nomadic computing) and sensors working on the concept of IOT. Initially using data analytics techniques, the data about the moisture level maintained in various soils over the entire period to grow various crops are recorded in an online database. In automation the system uses this data to maintain the moisture level in the soil to grow the desired crop. The moisture level in the soil is monitored using multiple moisture sensors which are located all around the field. When the system finds that the moisture is less in the soil than the required amount, as per the data in the database, the field is irrigated using an existing system which uses mechanical valves to allow water to various fields in the farm. But the existing system only works based on the commands from user, in the form of messages from a mobile computer, to control the valves. The proposed system automates this system by integrating it, using the concept of IOT, to its centralised computer system. The proposed system also includes pest control. Currently we use chemicals to kill the pests, whereas, the proposed system uses an ultrasonic sound emitter to keep the rodents away from the farm. It is scientifically proven that the ultrasonic sounds are capable of keeping the rodents away. Also it is proven that certain frequency sound waves boost the growth rate of crops. Thus using all these technologies, low cost and efficient growth of crops is achieved, helping in development of agriculture field.
农业可以分为播种、发芽、灌溉等多个阶段。我们的创新涉及自动化农业的某些阶段,如灌溉和害虫控制,使用人工智能,机器学习和物联网。这可以通过泛在计算(游牧计算)和致力于物联网概念的传感器来实现。最初使用数据分析技术,在种植各种作物的整个时期内,各种土壤中保持的水分水平的数据被记录在一个在线数据库中。在自动化系统中,系统使用这些数据来维持土壤中的水分水平,以种植所需的作物。土壤中的水分水平是由多个水分传感器监测的,这些传感器位于田地周围。当系统发现土壤中的水分低于所需的量时,根据数据库中的数据,使用现有的系统进行灌溉,该系统使用机械阀将水输送到农场的各个领域。但现有的系统只根据用户的命令来工作,以移动计算机的信息形式来控制阀门。提出的系统通过使用物联网的概念将该系统集成到其中央计算机系统中,从而使该系统自动化。拟议的系统还包括虫害防治。目前,我们使用化学药品来杀死害虫,然而,拟议的系统使用超声波发射器将啮齿动物赶出农场。科学证明,超声波能够把啮齿动物赶走。此外,还证明了一定频率的声波可以促进作物的生长速度。因此,利用所有这些技术,实现了作物的低成本和高效生长,有助于农业领域的发展。
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引用次数: 32
Use of ICT on village development plan (VDP) 在乡村发展计划中使用资讯及通讯科技
K. Sahu, R. Ghosh
This Information and Communication Technology (ICT) works as a catalyst in development for its tremendous potential to increase efficiency, productivity, and service quality in agriculture and allied sectors. A village development plan is a written document. It identifies issues of concern to that village. Opportunities, strengths, threats and weaknesses of a village are defined. It also provides practical actions that will result in an improved condition of the village. It provides opportunities for resource mobilization, a vision of what you would like your village to look like, sets out clear goals to achieve that vision, and gives you an action plan to reach out those goals. For preparing of village development plan, Participatory Rural Appraisal (PRA), Rapid Rural Appraisal (RRA) exercises, Gram-Sava Meetings etc. have been organized. In this way a lots of information have been gathered for each and every villages. It's very difficult to work on village development for the government departments at state, district and block level through written document. Keeping view of the above facts…the present study has been conceived using Information System (IS) concept which will be effectively used after making of the village development plan in an integrated and holistic manner. This project focuses on a dynamic web-based data input and monitoring system which support holistic Village Development Plan (VDP). Through this system different village level information will be stored in all villages. System will also analyze and show district and block wise different domains (i.e., health, education, electrification etc.) and their present status. System will also provide geo-information regarding village boundary, present status of major land and water resources. In this way this system will be very helpful for proper decision making, implementation of different development schemes and effective monitoring.
信息和通信技术(ICT)在提高农业及相关部门的效率、生产力和服务质量方面具有巨大潜力,是发展的催化剂。村庄发展计划是一份书面文件。它确定了该村关心的问题。定义了一个村庄的机会、优势、威胁和弱点。它还提供了实际行动,将导致改善村庄的条件。它提供了资源调动的机会,一个你希望你的村庄是什么样子的愿景,设定了实现这一愿景的明确目标,并为你提供了一个实现这些目标的行动计划。为编制乡村发展计划,组织了参与式农村评估、快速农村评估、格兰-萨瓦会议等。通过这种方式,为每个村庄收集了大量的信息。对于国家、地区和街区的政府部门来说,通过书面文件来开展农村发展工作是非常困难的。考虑到上述事实,本研究采用了资讯系统的概念,在统筹整体地制订乡村发展计划后,将会有效地运用资讯系统的概念。该项目侧重于一个动态的基于网络的数据输入和监测系统,该系统支持村庄整体发展计划。通过这个系统,不同的村级信息将存储在所有的村庄。系统还将分析和显示不同地区和街区的不同领域(即卫生、教育、电气化等)及其现状。该系统还将提供有关村庄边界、主要土地和水资源现状的地理信息。这样,该系统将非常有助于正确决策、实施不同的发展计划和有效监测。
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引用次数: 0
Disease detection in crops using remote sensing images 利用遥感图像检测作物病害
Leninisha Shanmugam, A. L. A. Adline, N. Aishwarya, G. Krithika
This paper describes an automated diseases detection using remote sensing images. Agriculturists are facing loss due to various crop diseases. It becomes tedious to the cultivators to monitor the crops regularly when the cultivated area is huge (in acres). The most significant part of our research is early detection the disease as soon as it starts spreading on the top layer of the leaves using remote sensing images. This approach has two phases: first phase deals with training of healthy and as well as diseased datasets i.e.) the extraction of threshold values from the image, second phase deals with monitoring of crops and identification of particular disease using canny edge detection algorithm and histogram analysis and also intimate the agriculturists with an early alert message immediately.
本文介绍了一种基于遥感图像的疾病自动检测方法。由于各种作物病害,农学家正面临着损失。当耕地面积很大(以亩计)时,对耕种者来说,定期监测收成就变得单调乏味了。我们的研究最重要的部分是利用遥感图像在疾病开始在叶子的顶层传播时及早发现疾病。该方法有两个阶段:第一阶段处理健康和患病数据集的训练,即从图像中提取阈值,第二阶段处理使用精明的边缘检测算法和直方图分析监测作物和识别特定疾病,并立即向农民提供早期警报信息。
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引用次数: 9
Providing a friendly e-health care environment to rural women during preganncyand child growth 为怀孕和儿童成长期间的农村妇女提供友好的电子保健环境
S. Sribhavani, H. Sunitha, B. Subhiksha
The happiest moment for any lady is the time they conceive and give a new life to a baby. In modern cities, pregnant ladies are monitored by sophisticated instruments in modern hospitals. As these ladies are basically educated, they get more relevant information from internet and books which helps to lead a healthy pregnancy and delivery period. But, the pregnant ladies in rural areas are normally undergoing health checkup in nearby government hospitals. Due to their personal pressure in their daily life, they may skip the checkup period. They may also not take proper diet and tablets which they are supposed to do at that period. Hence, in this paper mobile based health care monitoring system is proposed which makes periodically send messages to the rural women in their pregnancy period. After their initial checkup and registration, periodic counseling and reminders are given to the rural ladies for their easy and safe delivery. This also provides guidelines to bring up the new born in a healthy and hygienic way. This will guide them in their child growth for a minimum of two years. By this way, the rural women are properly educated about the do's and don't during pre delivery and post delivery period. Hence, it facilitates a healthy growth of the baby in the rural areas.
对任何一位女士来说,最幸福的时刻就是怀孕并赋予婴儿新生命的时刻。在现代城市,孕妇在现代医院用精密仪器进行监测。由于这些妇女基本受过教育,她们从互联网和书籍中获得更多相关信息,这些信息有助于健康怀孕和分娩。但是,农村地区的孕妇通常在附近的政府医院接受健康检查。由于他们在日常生活中的个人压力,他们可能会跳过检查期。他们也可能没有采取适当的饮食和药片,他们应该在这个时期做的。为此,本文提出了一种基于移动的医疗保健监测系统,该系统可以定期向农村妇女孕期发送信息。在初次检查和登记后,对农村妇女进行定期咨询和提醒,使其轻松安全分娩。这也提供了指导方针,以健康和卫生的方式抚养新生儿。这将引导他们的孩子成长至少两年。通过这种方式,农村妇女在产前和产后得到了适当的教育,知道该做什么和不该做什么。因此,它有助于农村地区婴儿的健康成长。
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引用次数: 0
Dual-tone multi-frequency beep tone toll-free automation in agriculture 双音多频蜂鸣声农业免费自动化
Dominic Mathew, F. S. Rebello, Shobha Rekh, Victor Du John
This technical paper aims at bringing about a huge development in this domestic and agriculture sectors to protect the farmer's interest thereby ensuring the overall growth of this country's economy. The topic is all about introducing a toll-free automation system for farmers who are considered to be the lifeline of India. Automation plays an important role in every field of work and segment of human life in helping the human beings to improve their functioning. Dual-Tone Multi-Frequencies has numerous applications and utilization in a broader perspective. The usage of DTMF touch tones by customer service has increasingly gained its importance and attention in the field of automation albeit it is not free of cost. Considering the poor economical background and condition of majority of Indian farmers, the automation system should be so designed to save their money in a cost effective manner as a onetime investment device. To put it in a nutshell the technicality involved in this project is that DTMF beep ringtone is set as a ringtone in a mobile phone rather than its being used in any distant automation system. The function of DTMF Decoder is to decode DTMF tone in binary numbers that would be received through a missed call. Thus the code generated in the previous step activates the microcontroller that would trigger the relays to operate appropriate appliance that was intended. The whole aim of this project is to design and install a high secured distant controlled toll-free automation system that would empower the farmers to take care of the entire needs in one stroke in their day-to-day agriculture activity.
这篇技术论文旨在为国内和农业部门带来巨大的发展,以保护农民的利益,从而确保该国经济的整体增长。主题是为被认为是印度生命线的农民引入免费自动化系统。自动化在每个工作领域和人类生活的各个环节中都发挥着重要作用,帮助人类改善他们的功能。双音多频具有广泛的应用前景。客户服务使用DTMF触控音在自动化领域越来越受到重视和关注,尽管它不是免费的。考虑到大多数印度农民贫穷的经济背景和条件,自动化系统应该这样设计,以一种具有成本效益的方式节省他们的钱,作为一次性投资设备。简而言之,本项目涉及的技术细节是DTMF哔哔铃声被设置为移动电话的铃声,而不是用于任何远程自动化系统。DTMF解码器的功能是将未接来电接收到的DTMF音解码为二进制数。因此,在前一步中生成的代码激活微控制器,该微控制器将触发继电器操作适当的设备。该项目的目的是设计和安装一个高度安全的远程控制免费自动化系统,使农民能够在日常农业活动中一次性满足所有需求。
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引用次数: 2
Smart farming systems using sensors 使用传感器的智能农业系统
R. Ramya, C. Sandhya, R. Shwetha
Agriculture and allied activities play a vital role in a country's economic prosperity. The conventional methods in agricultural practices have become grossly inadequate to cater to the increasing needs. Thus it has become imperative to adopt novel technologies to raise agricultural standards. This paper proposes a smart farming system in a limited, enclosed area wherein different sensors are strategically positioned to measure parameters such as moisture content, temperature, pressure, light intensity and pH of the soil. This is devised in such a way that it could be setup by any individual at minimum cost. Thus the productivity is enhanced as the favorable environmental conditions required for the plants are provided.
农业及其相关活动对一个国家的经济繁荣起着至关重要的作用。传统的农业方法已经远远不能满足日益增长的需求。因此,采用新技术来提高农业标准已成为当务之急。本文提出了一个在有限的封闭区域内的智能农业系统,其中不同的传感器被策略性地定位来测量土壤的水分含量、温度、压力、光照强度和pH值等参数。这是这样设计的,它可以由任何个人以最低的成本设置。为植物提供了良好的环境条件,从而提高了生产效率。
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引用次数: 17
Smart water-sharing methods for farms in semi-arid regions 半干旱地区农场的智能水资源共享方法
A. Garba
We present smart water-sharing methods that aim to optimize the water distribution among farms in semiarid regions, where the availability of water is limited. Each farm uses wireless sensors (e.g., temperature, moisture) to locally determine the irrigation needs in the different parts/sectors of the farm and send this information to a community controller, which regulate the overall water distribution. The proposed water-sharing algorithms take as input the available water level/flow of the source and the irrigation need of the different farms; and determine the irrigation time and the amount of water that should be used by the different farms. Similarly, excess water information (e.g., non irrigation based water) is communicated between the farms and community controllers.
我们提出了智能水共享方法,旨在优化半干旱地区农场之间的水分配,那里的水可用性有限。每个农场都使用无线传感器(例如温度、湿度)在当地确定农场不同部分/部门的灌溉需求,并将这些信息发送给社区控制器,后者负责调节整体水资源分配。提出的水资源共享算法将水源的可用水位/流量和不同农田的灌溉需求作为输入;确定灌溉时间和不同农场应该使用的水量。同样,多余的水信息(例如,非灌溉用水)在农场和社区控制者之间进行沟通。
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引用次数: 4
A novel methodology for using digital cameras to calculate spectral parameters 一种利用数码相机计算光谱参数的新方法
E. S. Lubana
Nitrogen and Phosphorus, two of the most vital soil nutrients required by plants, should be present in a ratio of 4:1 to ensure a healthy growth of the plant. However, the current scenario for India sees a ratio of 24:1. This is due to over fertilization of the fields. Precision Agriculture can lead to better yield, reduced expenditure on fertilizers, and thus greater outputs for the farmer. The laboratory methods used for soil analysis are too tedious and time-consuming. The proposed solution entails the use of digital cameras for calculating spectral parameters like NDVI (Normalized Difference Vegetation Index) which can help determine the leaf nitrogen content. Albeit, digital cameras have been used in the past, a new methodology has been proposed, with arguments explaining why the earlier findings were erroneous in nature. An implementation of the proposed methodology has been compared with Greenseeker's Handheld Crop Sensor for determining the value of NDVI. Statistical analysis revealed a non-significant difference (t=-0.348) in the mean values calculated by the two devices; evidently, the performance of the proposed methodology is at par and can be used for the determination of NDVI. Also, the pilot implementation of the methodology cost 40 times less than the Greenseeker's Handheld Crop Sensor, hence catering to the important demand of economically viable alternatives for soil testing analysis.
氮和磷是植物所需的两种最重要的土壤养分,应以4:1的比例存在,以确保植物的健康生长。然而,目前印度的比例是24:1。这是由于田地施肥过度造成的。精准农业可以提高产量,减少化肥支出,从而为农民带来更大的产出。用于土壤分析的实验室方法过于繁琐和耗时。提出的解决方案需要使用数码相机来计算光谱参数,如NDVI(归一化植被指数),可以帮助确定叶片氮含量。尽管数码相机在过去已经被使用过,但一种新的方法已经被提出,并解释了为什么早期的发现在本质上是错误的。提出的方法的实现已经与Greenseeker的手持式作物传感器进行了比较,以确定NDVI的值。统计分析显示,两种装置计算的平均值差异无统计学意义(t=-0.348);显然,所提出的方法的性能是相当的,可以用于确定NDVI。此外,该方法的试点实施成本比Greenseeker的手持式作物传感器低40倍,因此迎合了经济上可行的土壤测试分析替代方案的重要需求。
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引用次数: 1
Rice husk as an alternate fuel 稻壳作为替代燃料
R. K. Nayak, V. G. Athira, D. Selvan, S. S. Kumar
Rice husk generated as a rice processing by-product is an important energy resource. The availability of this resource in India has been assessed and the technologies for exploitation of its energy potential in rice processing industry discussed. This document is the report of the Design of Biomass Gasification System for Power Generation using rice husk as the fuel for a solvent extraction unit. The gasifier is designed based on the mass flow rate of producer gas required for IC engine to replace 80% of diesel for generating a power of 300 kw and the mass flow rate of producer gas is decided based on the total heat liberated by burning 80% of diesel inside the combustion chamber which is equal to the heat liberated by the producer. The non-combustible organic matter in the rice husk is partially removed along with the oil that is extracted in the industry, so the amount of tar present in producer gas is comparatively less. The gasifier is designed throat less in order to maintain uniform pressure in the oxidation and reduction zones. Through this biomass gasification system the company can generate power to meet their own requirement in most economical way.
稻壳作为稻米加工的副产品,是一种重要的能源。对印度这种资源的可用性进行了评估,并讨论了在大米加工业中开发其能源潜力的技术。本论文是关于以稻壳为燃料的溶剂萃取装置生物质气化发电系统设计的报告。气化炉是根据内燃机替代80%柴油产生300千瓦功率所需要的产气质量流量来设计的,产气质量流量是根据80%柴油在燃烧室内燃烧释放的总热量等于产气释放的热量来确定的。稻壳中不可燃的有机物质与工业中提取的油一起被部分去除,因此生产者气体中存在的焦油量相对较少。气化炉是设计喉少,以保持均匀的压力在氧化和还原区。通过这种生物质气化系统,公司可以以最经济的方式发电满足自己的需求。
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引用次数: 1
期刊
2017 IEEE Technological Innovations in ICT for Agriculture and Rural Development (TIAR)
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