Internet of Things and Machine Learning in Agriculture: Technological Impacts and Challenges, Abhishek Kumar, Jyotir Moy Chatterjee, Pramod Singh Rathore, Vishal Jain
Agriculture is one of the most fundamental human activities. As the farming capacity has expanded, the usage of resources such as land, fertilizer, and water has grown exponentially, and environmental pressures from modern farming techniques have stressed natural landscapes. Still, by some estimates, worldwide food production needs to increase to keep up with global food demand. Machine Learning and the Internet of Things can play a promising role in the Agricultural industry, and help to increase food production while respecting the environment. This book explains how these technologies can be applied, offering many case studies developed in the research world.
Автор: Prasant Kumar Pattnaik; Raghvendra Kumar; Souvik P Название: Internet of Things and Analytics for Agriculture, Volume 2 ISBN: 9811506620 ISBN-13(EAN): 9789811506628 Издательство: Springer Рейтинг: Цена: 13974.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The book presents solutions that reduce the transport costs, improve the predictability of prices based on data analytics and the current market conditions, and reduce the number of middle steps and agents between the farmer and the end consumer.
Автор: Kanagachidambaresan G. R., Anand R., Balasubramanian E. Название: Internet of Things for Industry 4.0: Design, Challenges and Solutions ISBN: 3030325326 ISBN-13(EAN): 9783030325329 Издательство: Springer Цена: 19564.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book covers challenges and solutions in establishing Industry 4.0 standards for Internet of Things. The concept of digital twin and complexity in data analytics for predictive maintenance and fault prediction is also covered. It also concentrates on predictive maintenance and predictive failures.
Описание: This book features influential scholarly research and technical contributions, professional trajectories, disciplinary shifts, personal insights, and a combination of these from a group of remarkable women scholars within precision agriculture.
The continuous evolution of internet and related social media technologies and platforms have opened up vast new means for communication, socialization, expression, and collaboration. They also have provided new resources for researchers seeking to explore, observe, and measure human opinions, activities, and interactions. However, those using the internet and social media for research – and those tasked with facilitating and monitoring ethical research such as ethical review boards – are confronted with a continuously expanding set of ethical dilemmas. Internet Research Ethics for the Social Age: New Challenges, Cases, and Contexts directly engages with these discussions and debates, and stimulates new ways to think about – and work towards resolving – the novel ethical dilemmas we face as internet and social media-based research continues to evolve. The chapters in this book – from an esteemed collection of global scholars and researchers – offer extensive reflection about current internet research ethics and suggest some important reframings of well-known concepts such as justice, privacy, consent, and research validity, as well as providing concrete case studies and emerging research contexts to learn from.
Автор: Oliver Gassmann, Jonas Bohm, Maximilian Palmie Название: Smart Cities: Introducing Digital Innovation to Cities ISBN: 1787696146 ISBN-13(EAN): 9781787696143 Издательство: Emerald Рейтинг: Цена: 3657.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Naast de publicatie IPMA-D op basis van ICB 4 Courseware - herziene druk (ISBN: 978 94 0184240) wordt u geadviseerd de het boek Projectmanagement op basis van ICB versie 4 - 4de herziene druk - IPMA B, IPMA C, IPMA-D , IPMA PMO (ISBN: 978 94 018 0381 6) aan te schaffen. De inhoud is gebaseerd op de Individual Competence Baseline version 4 (ICB4) van de International Project Management Association (IPMA) en beschrijft alle vakinhoudelijke, gedragsmatige en contextuele competenties voor de projectprofessional zoals deze zijn gespecificeerd in de examengids van IPMA Nederland. Dit cursusmateriaal is bedoeld voor het verzorgen van een 4-daagse training voor beginnende projectleiders en biedt een gedegen theoretische kennis van zowel de `harde` instrumentele als `zachte` sociale aspecten voor het vakgebied projectmanagement conform de IPMA richtlijnen. Deze training leidt op tot het examen IPMA-D van IPMA Certificering. Na afloop van de training is de deelnemer in staat zelfstandig niet-complexe projecten te leiden en kan een projectmanager van beperkt complexe projecten ondersteunen. Tevens stelt de training de deelnemer in staat het IPMA-D examen met goed gevolg af te leggen.
Описание: Defines the Internet of Things (IoT) from a global viewpoint, presents the research agenda for Internet of Things technologies by addressing the new technological developments, and provides global balanced coverage of challenges and technical and industrial trends.
Автор: Bhat Название: Sustainability Challenges in the Agrofood Sector ISBN: 111907276X ISBN-13(EAN): 9781119072768 Издательство: Wiley Рейтинг: Цена: 32622.00 р. Наличие на складе: Поставка под заказ.
Описание: Sustainability Challenges in the Agrofood Sector covers a wide range of agrofood-related concerns, including urban and rural agriculture and livelihoods, water-energy management, food and environmental policies, diet and human health.
An indispensable guide for engineers and data scientists in design, testing, operation, manufacturing, and maintenance
A road map to the current challenges and available opportunities for the research and development of Prognostics and Health Management (PHM), this important work covers all areas of electronics and explains how to:
assess methods for damage estimation of components and systems due to field loading conditions
assess the cost and benefits of prognostic implementations
develop novel methods for in situ monitoring of products and systems in actual life-cycle conditions
enable condition-based (predictive) maintenance
increase system availability through an extension of maintenance cycles and/or timely repair actions;
obtain knowledge of load history for future design, qualification, and root cause analysis
reduce the occurrence of no fault found (NFF)
subtract life-cycle costs of equipment from reduction in inspection costs, downtime, and inventory
Prognostics and Health Management of Electronics also explains how to understand statistical techniques and machine learning methods used for diagnostics and prognostics. Using this valuable resource, electrical engineers, data scientists, and design engineers will be able to fully grasp the synergy between IoT, machine learning, and risk assessment.
Автор: Pattnaik Prasant Kumar, Kumar Raghvendra, Pal Souvik Название: Internet of Things and Analytics for Agriculture, Volume 2 ISBN: 9811506655 ISBN-13(EAN): 9789811506659 Издательство: Springer Цена: 13974.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The book presents solutions that reduce the transport costs, improve the predictability of prices based on data analytics and the current market conditions, and reduce the number of middle steps and agents between the farmer and the end consumer.
Описание: This report showcases the role that technology can play in improving the quality, timeliness, and frequency of agricultural statistics in Asia and the Pacific. It is a special supplement to the Key Indicators for Asia and the Pacific 2018.This report summarizes how other innovations, such as drones, computer-assisted personal interviewing, and artificial intelligence hold promise in transforming the field of agricultural statistics.
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