Application of Machine Learning Models in Agricultural and Meteorological Sciences, Ehteram
Автор: Muratov Aleksei, Ignateva Svetlana Название: Fundamental and Applied Scientific Research in the Development of Agriculture in the Far East (AFE-2021): Agricultural Innovation Systems, Volume 2 ISBN: 3030914046 ISBN-13(EAN): 9783030914042 Издательство: Springer Рейтинг: Цена: 232910.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book uses digital technologies for the sustainable development and productivity of the agricultural sector. The book presents technical developments in the IoT sector, sensors and smart agriculture machines, as well as solutions to digitize the farmer's life by delivering holistic management platforms and monitoring systems. The papers presented in the book are proceedings of the conference “Fundamental and Applied Scientific Research in the Development of Agriculture in the Far East (AFE-2021)”, which took place in Ussuriysk, Russia. Innovative developments in the field of precision livestock farming, application of fertilizers of a new generation and production of eco-friendly products are presented here. This book is an indispensable tool for farming in any climatic conditions and any climatic zones, since it shares the experience of sustainable farming in the Far East region, which is very valuable in conditions of a changing climate and stricter requirements of the market. The research results presented in the book will help in making the right decisions about the allocation of resources in agricultural systems. The book will allow increasing awareness about the benefits of precision livestock farming, optimizing agricultural production, helping the farmers maximize their yield and minimize losses with efficient use of resources and decreasing skilled labor in agriculture.
Автор: Nayak Название: Advances in Agricultural and Industrial Microbiology ISBN: 9811689172 ISBN-13(EAN): 9789811689178 Издательство: Springer Рейтинг: Цена: 111790.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Diversity of microbial communities in soil and their multifaceted functionalities has paved the way for utilization of microbes in industries. This book comprises of soil microbial diversity and role of microbes in agro-industry. This volume is the compilation of the updated research from resource persons on impact of soil microbial diversity like increasing soil fertility, CO2 sequestration, and understanding soil microbial communities through cutting edge technology. Besides, the book embodies microbes renewed role in production of bioplastics, nutraceuticals, dairy products, drugs from macro-fungi, potential economic development from agrowaste or fish waste, and advance approaches in bioprospecting of biocatalyst and biosensing of secondary metabolites. This will not only improve knowledge but also enhance research on exploiting soil microbes in industry or agro-industry. The proposed book, Advances in Agricultural and Industrial Microbiology, Vol I can be very effective to bridge the gap between vastness of literatures available pertaining to agricultural and industrial microbiology and their applications with authoritative chapters containing latest updates available in this area of science. The content of the book is an exhaustive reference resource for soil microbiologist, agricultural scientists, academia, policymakers, industrial microbiologists pursuing teaching and research in these domains.
Human excreta is a valuable fertilizer for improving soil quality and crop productivity, with a potential to replace or complement the mineral fertilizers. The main challenges related to human excreta regarding agricultural applications are microbial contamination risks, loss of nutrients, and odor issues. Fertilization by lacto-fermented faeces supplemented by biochar has benefits such as improved soil bulk density, nitrate and potassium concentrations as well as the yield and yield components of corn, compared to untreated, simple stored faeces, urine, cattle manure, and unfertilized controls. Even though the mineral fertilizer produced corn with significantly higher height and leaf length, it did not add significantly higher yields than lacto-fermented faeces supplemented by biochar. A faeces treatment process by combined lacto-fermentation with thermophilic composting and biochar supplementation had better reduction of coliforms, Escherichia coli, Enterococcus faecalis and Clostridium perfringens, and higher germination of radish and growth of tomatoes than combined lacto-fermentation with vermicomposting. Urine lacto-fermentation contributed to a pH reduction below 4, a decrease in the ammonium concentration and odor strength, as well as an increase in the germination rates compared to untreated stored urine.
The results of this study provide important information that can set the basis for scaling up a sustainable technology for the treatment of source separated human excreta while improving its potential for resource recovery.
Автор: Bona Название: Biological Application of Anti-Idiotypes ISBN: 1315891123 ISBN-13(EAN): 9781315891125 Издательство: Taylor&Francis Рейтинг: Цена: 96970.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book presents findings which are supportive of the concept that the words of the idiotype dictionary are essential for communication between lymphocyte clones, while some unfaithful ( infidel ) copies of the words contained in the idiotype dictionary perhaps play a role in the functional regulation of nonlymphoid cells.
While current methods used in ecological risk assessments for pesticides are largely deterministic, probabilistic methods that aim to quantify variability and uncertainty in exposure and effects are attracting growing interest from industries and governments. Probabilistic methods offer more realistic and meaningful estimates of risk and hence, potentially, a better basis for decision-making. Application of Uncertainty Analysis to Ecological Risks of Pesticides examines the applicability of probabilistic methods for ecological risk assessment for pesticides and explores their appropriateness for general use.
The book presents specific methods leading to probabilistic decisions concerning the registration and application of pesticides and includes case studies illustrating the application of statistical methods. The authors discuss Bayesian inference, first-order error analysis, first-order (non-hierarchical) Monte Carlo methods, second-order Bayesian and Monte Carlo methods, interval analysis, and probability bounds analysis. They then examine how these methods can be used in assessments for other environmental stressors and contaminants.
There are many methods of analyzing variability and uncertainty and many ways of presenting the results. Inappropriate use of these methods leads to misleading results, and experts differ on what is appropriate. Disagreement about which methods are appropriate will result in wasted resources, conflict over findings, and reduced credibility with decision makers and the public. There is, therefore, a need to reach a consensus on how to choose and use appropriate methods, and to present this in the form of guidance for prospective users. Written in a clear and concise style, the book examines how to use probabilistic methods within a risk-based decision paradigm.
Автор: Muratov Aleksei, Ignateva Svetlana Название: Fundamental and Applied Scientific Research in the Development of Agriculture in the Far East (AFE-2021): Agricultural Innovation Systems, Volume 1 ISBN: 3030914011 ISBN-13(EAN): 9783030914011 Издательство: Springer Рейтинг: Цена: 232910.00 T Наличие на складе: Поставка под заказ. Описание: This book contains new ideas on farming processes, describes new analytical methods that are applicable to a broad range of agricultural systems, and presents new technologies and solutions, which help agricultural systems to function in the modern conditions of digitalization and a changing climate.
Автор: Vuppalapati Chandrasekar Название: Machine Learning and Artificial Intelligence for Agricultural Economics: Prognostic Data Analytics to Serve Small Scale Farmers Worldwide ISBN: 3030774848 ISBN-13(EAN): 9783030774844 Издательство: Springer Рейтинг: Цена: 149060.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: 1. Introduction.- 2. Data Engineering and Exploratory Data Analysis Techniques.- 3. Agricultural Economy and ML Models.- 4. Commodity Markets - Machine Learning Techniques.- 5. Weather Patterns and Machine Learning.- 6. Agriculture Employment and the Role of AI in improving Productivity.- 7. Role of Government and the AI Readiness.- 8. Future.
Название: Sustainable biological systems for agriculture ISBN: 1771886145 ISBN-13(EAN): 9781771886147 Издательство: Taylor&Francis Рейтинг: Цена: 126580.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
Sustainable Biological Systems for Agriculture: Emerging Issues in Nanotechnology, Biofertilizers, Wastewater, and Farm Machines explores and introduces the use of nanotechnology, biofertilizers, and design of farm machines in agriculture. The contributions are from India, Africa and the USA; the chapters emphasize sustainable solutions for the enhancement of agriculture processes. The volume provides a wealth of information on new and emerging issues in this interdisciplinary field.
The book is divided into several sections:
Potential Applications of Nanotechnology in Biological Systems
Emerging Issues, Challenges and Specific Examples of Nanotechnology for Sustainable Biological Systems
Potential of Nano- and Bio- fertilizers in Sustainable Agriculture
Emerging Focus Areas in Biological Systems
Performance of Farm Machines for Sustainable Agriculture
The information provided here will be valuable to government agricultural professionals, scientists, researchers, farmers, and faculty and students all over the world.
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