Precision Agriculture Modelling
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Precision Agriculture Modelling
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Author : Davide Cammarano
language : en
Publisher: Springer Nature
Release Date : 2023-01-03
Precision Agriculture Modelling written by Davide Cammarano and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-01-03 with Technology & Engineering categories.
This book describes how models are used to monitor crops and soils in precision agriculture, and how they are used to support farmers’ decisions. The introductory section starts with an overview of precision agriculture from the early days of yield monitoring in the 1980s to the present, with a focus on the role of models. The section continues with descriptions of the different kinds of models and the opportunities for their application in precision agriculture. The section concludes with a chapter on socio-economic drivers and obstacles to the adoption of precision agriculture technologies. The middle section of the book explores the state-of-the-art in modeling for precision agriculture. Individual chapters focus on the major processes in precision agriculture: water use, nitrogen and other amendments, as well as weeds, pests and diseases. The final section contains a series of short chapters that each describe a commercial, model-based service that is currently available to farmers. The book aims to provide useful information to graduate-level professionals that want to broaden their knowledge of precision agriculture; to scientists who want to learn about using academic knowledge in practical farming; and to farmers, farm consultants and extension workers who want to increase their understanding of the science behind some of the commercial software available to the farming community.
Advances In Crop Modelling For A Sustainable Agriculture
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Author : Emeritus Professor Ken Boote
language : en
Publisher: Burleigh Dodds Science Publishing
Release Date : 2019-12-03
Advances In Crop Modelling For A Sustainable Agriculture written by Emeritus Professor Ken Boote and has been published by Burleigh Dodds Science Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-12-03 with Technology & Engineering categories.
Focus on development of next generation of whole farm models to improve decision making and support for farmers Addresses the challenges of combining modular sub-systems into whole farm system models Reviews the performance of specific models such as APSIM and DSSAT
Remote Sensing Applications For Agriculture And Crop Modelling
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Author : Piero Toscano
language : en
Publisher: MDPI
Release Date : 2020-02-13
Remote Sensing Applications For Agriculture And Crop Modelling written by Piero Toscano and has been published by MDPI this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-02-13 with Science categories.
Crop models and remote sensing techniques have been combined and applied in agriculture and crop estimation on local and regional scales, or worldwide, based on the simultaneous development of crop models and remote sensing. The literature shows that many new remote sensing sensors and valuable methods have been developed for the retrieval of canopy state variables and soil properties from remote sensing data for assimilating the retrieved variables into crop models. At the same time, remote sensing has been used in a staggering number of applications for agriculture. This book sets the context for remote sensing and modelling for agricultural systems as a mean to minimize the environmental impact, while increasing production and productivity. The eighteen papers published in this Special Issue, although not representative of all the work carried out in the field of Remote Sensing for agriculture and crop modeling, provide insight into the diversity and the complexity of developments of RS applications in agriculture. Five thematic focuses have emerged from the published papers: yield estimation, land cover mapping, soil nutrient balance, time-specific management zone delineation and the use of UAV as agricultural aerial sprayers. All contributions exploited the use of remote sensing data from different platforms (UAV, Sentinel, Landsat, QuickBird, CBERS, MODIS, WorldView), their assimilation into crop models (DSSAT, AQUACROP, EPIC, DELPHI) or on the synergy of Remote Sensing and modeling, applied to cardamom, wheat, tomato, sorghum, rice, sugarcane and olive. The intended audience is researchers and postgraduate students, as well as those outside academia in policy and practice.
Encyclopedia Of Agricultural Food And Biological Engineering Print
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Author : Dennis R. Heldman
language : en
Publisher: CRC Press
Release Date : 2003-08-29
Encyclopedia Of Agricultural Food And Biological Engineering Print written by Dennis R. Heldman and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-08-29 with Technology & Engineering categories.
PRINT/ONLINE PRICING OPTIONS AVAILABLE UPON REQUEST AT [email protected]
Advancing Global Food Security With Agriculture 4 0 And 5 0
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Author : Sadiq, Sanusi Mohammed
language : en
Publisher: IGI Global
Release Date : 2025-04-03
Advancing Global Food Security With Agriculture 4 0 And 5 0 written by Sadiq, Sanusi Mohammed and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-03 with Technology & Engineering categories.
Advancing global food security through Agriculture 4.0 and 5.0 represents a shift in the production, distribution, and consumption of food, leveraging the power of cutting-edge technologies to address the challenges of hunger, resource scarcity, and climate change. Agriculture 4.0 has begun to revolutionize farming practices by optimizing crop yields, improving resource management, and enhancing supply chain efficiencies. This technological revolution allows farmers to make data-driven decisions, reduce waste, and increase productivity while minimizing environmental impact. Agriculture 5.0 blends advanced technologies with sustainable practices to foster productivity and social and environmental well-being, creating a more resilient and equitable global food system. Further exploration of these two phases may enhance food security, ensuring access for a growing global population. Advancing Global Food Security With Agriculture 4.0 and 5.0 examines the transformative impact of advanced technologies on agricultural practices and their role in ensuring food security worldwide. It explores the integration of cutting-edge technologies like artificial intelligence, Internet of Things, robotics, and big data analytics into traditional farming methods. This book covers topics such as climate change, farming systems, and livestock management, and is a useful resource for farmers, agriculturalists, climatologists, business owners, academicians, researchers, and scientists.
Agricultural System Models In Field Research And Technology Transfer
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Author : Lajpat R. Ahuja
language : en
Publisher: CRC Press
Release Date : 2016-04-19
Agricultural System Models In Field Research And Technology Transfer written by Lajpat R. Ahuja and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-04-19 with Science categories.
Most books covering the use of computer models in agricultural management systems target only one or two types of models. There are few texts available that cover the subject of systems modeling comprehensively and that deal with various approaches, applications, evaluations, and uses for technology transfer. Agricultural System Models in Field Res
Methods Of Introducing System Models Into Agricultural Research
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Author : Lajpat R. Ahuja
language : en
Publisher: John Wiley & Sons
Release Date : 2020-01-22
Methods Of Introducing System Models Into Agricultural Research written by Lajpat R. Ahuja and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-01-22 with Technology & Engineering categories.
Why model? Agricultural system models enhance and extend field research...to synthesize and examine experiment data and advance our knowledge faster, to extend current research in time to predict best management systems, and to prepare for climate-change effects on agriculture. The relevance of such models depends on their implementation. Methods of Introducing System Models into Agricultural Research is the ultimate handbook for field scientists and other model users in the proper methods of model use. Readers will learn parameter estimation, calibration, validation, and extension of experimental results to other weather conditions, soils, and climates. The proper methods are the key to realizing the great potential benefits of modeling an agricultural system. Experts cover the major models, with the synthesis of knowledge that is the hallmark of the Advances in Agricultural Systems Modeling series.
Systems Analysis And Modeling In Food And Agriculture
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Author : K.C.Ting
language : en
Publisher: EOLSS Publications
Release Date : 2009-02-12
Systems Analysis And Modeling In Food And Agriculture written by K.C.Ting and has been published by EOLSS Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-02-12 with categories.
Systems Analysis and Modeling in Food and Agriculture is a component of Encyclopedia of Food and Agricultural Sciences, Engineering and Technology Resources in the global Encyclopedia of Life Support Systems (EOLSS), which is an integrated compendium of twenty one Encyclopedias. Systems analysis and modeling is being used increasingly in understanding and solving problems in food and agriculture. The purpose of systems analysis is to support decisions by emphasizing the interactions of processes and components within a system. Frequently investigated systems level questions in agriculture and food are relevant to the 6 E's: Environment, Energy, Ecology, Economics, Education, and Efficiency. The theme on Systems Analysis and Modeling in Food and Agriculture with contributions from distinguished experts in the field provides information on key topics related to food and agricultural system. The coverage include an overview of food system; system level aspects related to energy, environment, and social/policy issues; knowledge bases and decision support; computer models for crops, food processing, water resources, and agricultural meteorology; collection and analysis methods for data from field experiments; use of models and information systems. This volume is aimed at the following a wide spectrum of audiences from the merely curious to those seeking in-depth knowledge: University and College students Educators, Professional practitioners, Research personnel and Policy analysts, managers, and decision makers and NGOs.
Soil Agriculture And Ecosystem Modeling
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Author : Owais Bashir
language : en
Publisher: CRC Press
Release Date : 2024-10-18
Soil Agriculture And Ecosystem Modeling written by Owais Bashir and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-18 with Technology & Engineering categories.
Soil and ecosystem modeling is crucial for managing and comprehending ecological processes and should be required for all studies focusing on agriculture systems, environmental management, environmental sciences, and ecology. Offering an array of modeling strategies that include applications of machine learning, deep learning, and other AI methods, the book explores and demonstrates soil, agriculture, and ecosystem modeling for fostering smart sustainable agricultural practices. The volume takes into account the mechanisms of climate change as well as the challenges and hazards related to soil health, providing insight into long-term and sophisticated sustainable agriculture, crop protection and management, soil carbon sequestration, and ecology preservation.
Proceedings Of The International Conference On Applications Of Machine Intelligence And Data Analytics Icamida 2022
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Author : Sharvari Tamane
language : en
Publisher: Springer Nature
Release Date : 2023-05-01
Proceedings Of The International Conference On Applications Of Machine Intelligence And Data Analytics Icamida 2022 written by Sharvari Tamane and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-01 with Computers categories.
This is an open access book. As on date, huge volumes of data are being generated through sensors, satellites, and simulators. Modern research on data analytics and its applications reveal that several algorithms are being designed and developed to process these datasets, either through the use of sequential and parallel processes. In the current scenario of Industry 4.0, data analytics, artificial intelligence and machine learning are being used to support decisions in space and time. Further, the availability of Graphical Processing Units (GPUs) and Tensor Processing Units (TPUs) have enabled to processing of these datasets. Some of the applications of Artificial Intelligence, Machine Learning and Data Analytics are in the domains of Agriculture, Climate Change, Disaster Prediction, Automation in Manufacturing, Intelligent Transportation Systems, Health Care, Retail, Stock Market, Fashion Design, etc. The international conference on Applications of Machine Intelligence and Data Analytics aims to bring together faculty members, researchers, scientists, and industry people on a common platform to exchange ideas, algorithms, knowledge based on processing hardware and their respective application programming interfaces (APIs).