Data Science In Agriculture And Natural Resource Management

Download Data Science In Agriculture And Natural Resource Management full books in PDF, epub, and Kindle. Read online Data Science In Agriculture And Natural Resource Management ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!

Data Science in Agriculture and Natural Resource Management

Author : G. P. Obi Reddy
Publisher : Springer Nature
ISBN 13 : 9811658471
Total Pages : 326 pages
Book Rating : 4.8/5 (116 download)

DOWNLOAD NOW!

Book Synopsis Data Science in Agriculture and Natural Resource Management by : G. P. Obi Reddy

Download or read book Data Science in Agriculture and Natural Resource Management written by G. P. Obi Reddy and published by Springer Nature. This book was released on 2021-10-11 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book aims to address emerging challenges in the field of agriculture and natural resource management using the principles and applications of data science (DS). The book is organized in three sections, and it has fourteen chapters dealing with specialized areas. The chapters are written by experts sharing their experiences very lucidly through case studies, suitable illustrations and tables. The contents have been designed to fulfil the needs of geospatial, data science, agricultural, natural resources and environmental sciences of traditional universities, agricultural universities, technological universities, research institutes and academic colleges worldwide. It will help the planners, policymakers and extension scientists in planning and sustainable management of agriculture and natural resources. The authors believe that with its uniqueness the book is one of the important efforts in the contemporary cyber-physical systems.

Applied Methods for Agriculture and Natural Resource Management

Author : Siwa Msangi
Publisher : Springer
ISBN 13 : 3030134873
Total Pages : 268 pages
Book Rating : 4.0/5 (31 download)

DOWNLOAD NOW!

Book Synopsis Applied Methods for Agriculture and Natural Resource Management by : Siwa Msangi

Download or read book Applied Methods for Agriculture and Natural Resource Management written by Siwa Msangi and published by Springer. This book was released on 2019-05-17 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book assesses recent developments in the analysis of agricultural policy and water resource management, and highlights the utility and theoretical rigor of quantitative methods for modeling agricultural production, market dynamics, and natural resource management. In diverse case studies of the intersection between agriculture, environmental quality and natural resource sustainability, the authors analyze economic behavior - both at aggregate as well as at individual agent-level - in order to highlight the practical implications for decision-markers dealing with environmental and agricultural policy. The volume also addresses the challenges of doing robust analysis with limited data, and discusses the appropriate empirical approaches that can be employed. The studies in this book were inspired by the work of Richard E. Howitt, Emeritus Professor of Agricultural Economics at the University of California at Davis, USA, whose career has focused on the application of robust empirical methods to address concrete policy problems.

Statistics in Natural Resources

Author : Matthew Russell
Publisher : CRC Press
ISBN 13 : 1000637891
Total Pages : 333 pages
Book Rating : 4.0/5 (6 download)

DOWNLOAD NOW!

Book Synopsis Statistics in Natural Resources by : Matthew Russell

Download or read book Statistics in Natural Resources written by Matthew Russell and published by CRC Press. This book was released on 2022-08-19 with total page 333 pages. Available in PDF, EPUB and Kindle. Book excerpt: To manage our environment sustainably, professionals must understand the quality and quantity of our natural resources. Statistical analysis provides information that supports management decisions and is universally used across scientific disciplines. Statistics in Natural Resources: Applications with R focuses on the application of statistical analyses in the environmental, agricultural, and natural resources disciplines. This is a book well suited for current or aspiring natural resource professionals who are required to analyze data and perform statistical analyses in their daily work. More seasoned professionals who have previously had a course or two in statistics will also find the content familiar. This text can also serve as a bridge between professionals who understand statistics and want to learn how to perform analyses on natural resources data in R. The primary goal of this book is to learn and apply common statistical methods used in natural resources by using the R programming language. If you dedicate considerable time to this book, you will: Develop analytical and visualization skills for investigating the behavior of agricultural and natural resources data. Become competent in importing, analyzing, and visualizing complex data sets in the R environment. Recode, combine, and restructure data sets for statistical analysis and visualization. Appreciate probability concepts as they apply to environmental problems. Understand common distributions used in statistical applications and inference. Summarize data effectively and efficiently for reporting purposes. Learn the tasks required to perform a variety of statistical hypothesis tests and interpret their results. Understand which modeling frameworks are appropriate for your data and how to interpret predictions. Includes over 130 exercises in R, with solutions available on the book’s website.

Natural Resources Management in Agriculture

Author : Bekele Shiferaw
Publisher : CABI
ISBN 13 : 0851998283
Total Pages : 398 pages
Book Rating : 4.8/5 (519 download)

DOWNLOAD NOW!

Book Synopsis Natural Resources Management in Agriculture by : Bekele Shiferaw

Download or read book Natural Resources Management in Agriculture written by Bekele Shiferaw and published by CABI. This book was released on 2005 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt: Part I: Introduction; Part II: Valuation of ecosystem services and biophysical indicators of NRM impacts; Part III: Methodological advances for a comprehensive impact assessment; Part IV: NRM impact assessment in practice.

Good Statistical Practice for Natural Resources Research

Author : Roger Stern
Publisher : CABI
ISBN 13 : 0851997228
Total Pages : 410 pages
Book Rating : 4.8/5 (519 download)

DOWNLOAD NOW!

Book Synopsis Good Statistical Practice for Natural Resources Research by : Roger Stern

Download or read book Good Statistical Practice for Natural Resources Research written by Roger Stern and published by CABI. This book was released on 2004 with total page 410 pages. Available in PDF, EPUB and Kindle. Book excerpt: Part 1: Introduction Chapter 1: What is Natural Resources Research? Chapter 2: At Least Read This. Chapter 3: Sidetracks Part 2: Planning Chapter 4: Introduction to Research Planning Chapter 5: Concepts Underlying Experiments Chapter 6: Sampling Concepts Chapter 7: Surveys and Studies of Human Subjects Chapter 8: Surveying Land and Natural Populations Chapter 9: Planning Effective Experiments Part 3: Data Management Chapter 10: Data Management Issues and Problems Chapter 11: Use of Spreadsheet Packages Chapter 12: The Role of a Database Package Chapter 13: Developing a Data Management Strategy Chapter 14: Use of Statistical Software Part 4: Analysis Chapter 15: Analysis - Aims and Approaches Chapter 16: The DIY Toolbox - General Ideas 16.1 Opening the Toolbox 221 Chapter 17: Analysis of Survey Data Chapter 18: Analysis of Experimental Data Chapter 19: General Linear Models Chapter 20: The Craftsman's Toolbox Chapter 21: Informative Presentation of Tables, Graphs and Statistics Part 5: Where Next? Chapter 22: Current Trends and their Implications for Good Practice Chapter 23: Resources and Further Reading.

Spatial Data Analysis in Ecology and Agriculture Using R

Author : Richard E. Plant
Publisher : CRC Press
ISBN 13 : 1351189891
Total Pages : 689 pages
Book Rating : 4.3/5 (511 download)

DOWNLOAD NOW!

Book Synopsis Spatial Data Analysis in Ecology and Agriculture Using R by : Richard E. Plant

Download or read book Spatial Data Analysis in Ecology and Agriculture Using R written by Richard E. Plant and published by CRC Press. This book was released on 2018-12-07 with total page 689 pages. Available in PDF, EPUB and Kindle. Book excerpt: Key features: Unique in its combination of serving as an introduction to spatial statistics and to modeling agricultural and ecological data using R Provides exercises in each chapter to facilitate the book's use as a course textbook or for self-study Adds new material on generalized additive models, point pattern analysis, and new methods of Bayesian analysis of spatial data. Includes a completely revised chapter on the analysis of spatiotemporal data featuring recently introduced software and methods Updates its coverage of R software including newly introduced packages Spatial Data Analysis in Ecology and Agriculture Using R, 2nd Edition provides practical instruction on the use of the R programming language to analyze spatial data arising from research in ecology, agriculture, and environmental science. Readers have praised the book's practical coverage of spatial statistics, real-world examples, and user-friendly approach in presenting and explaining R code, aspects maintained in this update. Using data sets from cultivated and uncultivated ecosystems, the book guides the reader through the analysis of each data set, including setting research objectives, designing the sampling plan, data quality control, exploratory and confirmatory data analysis, and drawing scientific conclusions. Additional material to accompany the book, on both analyzing satellite data and on multivariate analysis, can be accessed at https://www.plantsciences.ucdavis.edu/plant/additionaltopics.htm.

Data Analytics in System Engineering

Author : Radek Silhavy
Publisher : Springer Nature
ISBN 13 : 3031548205
Total Pages : 550 pages
Book Rating : 4.0/5 (315 download)

DOWNLOAD NOW!

Book Synopsis Data Analytics in System Engineering by : Radek Silhavy

Download or read book Data Analytics in System Engineering written by Radek Silhavy and published by Springer Nature. This book was released on with total page 550 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Computer Vision

Author : Pancham Shukla
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3110756722
Total Pages : 370 pages
Book Rating : 4.1/5 (17 download)

DOWNLOAD NOW!

Book Synopsis Computer Vision by : Pancham Shukla

Download or read book Computer Vision written by Pancham Shukla and published by Walter de Gruyter GmbH & Co KG. This book was released on 2023-02-20 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the latest developments in the fields of visual AI, image processing and computer vision. It shows research in basic techniques like image pre-processing, feature extraction, and enhancement, along with applications in biometrics, healthcare, neuroscience and forensics. The book highlights algorithms, processes, novel architectures and results underlying machine intelligence with detailed execution flow of models.

ICT with Intelligent Applications

Author : Jyoti Choudrie
Publisher : Springer Nature
ISBN 13 : 9819937582
Total Pages : 647 pages
Book Rating : 4.8/5 (199 download)

DOWNLOAD NOW!

Book Synopsis ICT with Intelligent Applications by : Jyoti Choudrie

Download or read book ICT with Intelligent Applications written by Jyoti Choudrie and published by Springer Nature. This book was released on 2023-10-24 with total page 647 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers papers addressing state-of-the-art research in all areas of information and communication technologies and their applications in intelligent computing, cloud storage, data mining, and software analysis. It presents the outcomes of the Seventh International Conference on Information and Communication Technology for Intelligent Systems (ICTIS 2023), held in Ahmedabad, India. The book is divided into two volumes. It discusses the fundamentals of various data analysis techniques and algorithms, making it a valuable resource for researchers and practitioners alike.

Handbook of Energy Management in Agriculture

Author : Amitava Rakshit
Publisher : Springer Nature
ISBN 13 : 9811977364
Total Pages : 767 pages
Book Rating : 4.8/5 (119 download)

DOWNLOAD NOW!

Book Synopsis Handbook of Energy Management in Agriculture by : Amitava Rakshit

Download or read book Handbook of Energy Management in Agriculture written by Amitava Rakshit and published by Springer Nature. This book was released on 2023-05-15 with total page 767 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook provides a holistic overview of different aspects of energy management in agriculture with an orientation to address the sustainable development goals. It covers possible applications not only from a technical point of view, but also from economic, financial, social, regulatory, and political viewpoints. Agriculture is one of the most imperative sectors that contribute to the economy across different agro-ecologies of the universe with energy inputs in each stage of production, from making and applying chemicals to fueling tractors that lay seeds and harvest crops to electricity for animal housing facilities. The majority of agricultural research has focused on the use of input, production, and productivity, whereas rational energy budgeting and use remain an overlooked and likely underestimated segment, ignored so far while formulating agro-ecosystem framework. Energy management study is a new frontier of agriculture and is challenging duе to complex enterprises, spatial-temporal variability, exposure to pollution, and the predominant effect of the anthropogenic factor on ecology and environment. But it is worth taking the challenge considering the important prerequisite role of energy for sustainable development which has been evidenced from increasing research in recent times. Of recent origin, there are critical, in-depth studies around the globe assessing the capture and flow of energy in the ecosystem, which will help to develop a conceptual framework to incorporate this vital resource in the agriculture management template. This book is a state-of-the-art resource for a broad group of readers including a diversity of stakeholders and professionals in universities, public energy institutions, farmers and farming industry, public health and other relevant institutions, and the broader public as well.

Spatial Information Science for Natural Resource Management

Author : Singh, Suraj Kumar
Publisher : IGI Global
ISBN 13 : 1799850285
Total Pages : 355 pages
Book Rating : 4.7/5 (998 download)

DOWNLOAD NOW!

Book Synopsis Spatial Information Science for Natural Resource Management by : Singh, Suraj Kumar

Download or read book Spatial Information Science for Natural Resource Management written by Singh, Suraj Kumar and published by IGI Global. This book was released on 2020-06-26 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: Stress on natural resources has recently increased due to commercialization and the need to provide livelihoods for locals. Because they are such core parts of everyday life, ensuring sustainability in resource management is of paramount importance. Only by integrating the tools of spatial information science can an effective course for preserving and protecting natural resources be created. Spatial Information Science for Natural Resource Management is a pivotal reference source that explores coordinated approaches to sustainable development and management of natural resources to keep a balance of the environment, ecology, and human livelihood. Featuring coverage on a wide range of topics including crop yield estimation, ecosystem services, and land information systems, this book covers interdisciplinary techniques in monitoring and managing natural resources. This publication is ideally designed for urban planners, environmentalists, policymakers, ecologists, researchers, academicians, students, and professionals in the fields of remote sensing, civil engineering, social science, computer science, and information technology.

Digital Ecosystem for Innovation in Agriculture

Author : Sanjay Chaudhary
Publisher : Springer Nature
ISBN 13 : 981990577X
Total Pages : 280 pages
Book Rating : 4.8/5 (199 download)

DOWNLOAD NOW!

Book Synopsis Digital Ecosystem for Innovation in Agriculture by : Sanjay Chaudhary

Download or read book Digital Ecosystem for Innovation in Agriculture written by Sanjay Chaudhary and published by Springer Nature. This book was released on 2023-05-19 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest findings in the areas of digital ecosystem for innovation in agriculture. The book is organized into two sections with thirteen chapters dealing with specialized areas. It provides the reader with an overview of the frameworks and technologies involved in the digitalization of agriculture, as well as the data processing methods, decision-making processes, and innovative services/applications for enabling digital transformations in agriculture. The chapters are written by experts sharing their experiences in lucid language through case studies, suitable illustrations, and tables. The contents have been designed to fulfill the needs of geospatial, data science, agricultural, and environmental sciences of universities, agricultural universities, technological universities, research institutes, and academic colleges worldwide. It helps the planners, policymakers, and extension scientists plan and sustainably manage agriculture and natural resources.

Tropentag 2023 International Research on Food Security, Natural Resource Management and Rural Development

Author : Eric Tielkes
Publisher : Cuvillier Verlag
ISBN 13 : 3736968809
Total Pages : 843 pages
Book Rating : 4.7/5 (369 download)

DOWNLOAD NOW!

Book Synopsis Tropentag 2023 International Research on Food Security, Natural Resource Management and Rural Development by : Eric Tielkes

Download or read book Tropentag 2023 International Research on Food Security, Natural Resource Management and Rural Development written by Eric Tielkes and published by Cuvillier Verlag. This book was released on 2023-09-15 with total page 843 pages. Available in PDF, EPUB and Kindle. Book excerpt: Tropentag is the largest interdisciplinary conference in Europe focusing on development- oriented research in the fields of tropical and subtropical agriculture, food security, natural resource management and rural development. It is clear that a just and sustainable transformation of our food systems is urgently needed: climate change, conflicts, rising food and fuel prices, and growing social and income inequalities are exacerbating the vulnerabilities of our food systems. The theme invites diverse contributions that explore different pathways for transforming food systems and the trade-offs and synergies involved, ranging from more technical solutions, such as climate-smart agriculture and biofortified crops, to more systematic solutions for changing the underlying relationships of our food systems, such as agroecology and alternative food networks.

Software Engineering Methods in Systems and Network Systems

Author : Radek Silhavy
Publisher : Springer Nature
ISBN 13 : 3031548132
Total Pages : 520 pages
Book Rating : 4.0/5 (315 download)

DOWNLOAD NOW!

Book Synopsis Software Engineering Methods in Systems and Network Systems by : Radek Silhavy

Download or read book Software Engineering Methods in Systems and Network Systems written by Radek Silhavy and published by Springer Nature. This book was released on with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Federal Data Science

Author : Feras A. Batarseh
Publisher : Academic Press
ISBN 13 : 012812444X
Total Pages : 256 pages
Book Rating : 4.1/5 (281 download)

DOWNLOAD NOW!

Book Synopsis Federal Data Science by : Feras A. Batarseh

Download or read book Federal Data Science written by Feras A. Batarseh and published by Academic Press. This book was released on 2017-09-21 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: Federal Data Science serves as a guide for federal software engineers, government analysts, economists, researchers, data scientists, and engineering managers in deploying data analytics methods to governmental processes. Driven by open government (2009) and big data (2012) initiatives, federal agencies have a serious need to implement intelligent data management methods, share their data, and deploy advanced analytics to their processes. Using federal data for reactive decision making is not sufficient anymore, intelligent data systems allow for proactive activities that lead to benefits such as: improved citizen services, higher accountability, reduced delivery inefficiencies, lower costs, enhanced national insights, and better policy making. No other government-dedicated work has been found in literature that addresses this broad topic. This book provides multiple use-cases, describes federal data science benefits, and fills the gap in this critical and timely area. Written and reviewed by academics, industry experts, and federal analysts, the problems and challenges of developing data systems for government agencies is presented by actual developers, designers, and users of those systems, providing a unique and valuable real-world perspective. Offers a range of data science models, engineering tools, and federal use-cases Provides foundational observations into government data resources and requirements Introduces experiences and examples of data openness from the US and other countries A step-by-step guide for the conversion of government towards data-driven policy making Focuses on presenting data models that work within the constraints of the US government Presents the why, the what, and the how of injecting AI into federal culture and software systems

Natural Resources Management in Agriculture

Author : Bekele Shiferaw
Publisher : CABI
ISBN 13 : 0851990681
Total Pages : 400 pages
Book Rating : 4.8/5 (519 download)

DOWNLOAD NOW!

Book Synopsis Natural Resources Management in Agriculture by : Bekele Shiferaw

Download or read book Natural Resources Management in Agriculture written by Bekele Shiferaw and published by CABI. This book was released on 2005 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: In response to increasing concerns about the degradation of natural resources and the sustainability of agriculture, many research programmes have been established in natural resource management (NRM). However, although methods for evaluating the impacts of crop improvement technologies are well developed, there is a dearth of methods for evaluating the impacts of NRM interventions. This is partly due to the complexity of interactions among natural resources, spatial and temporal dimensions of impact, and the valuation of direct and indirect environmental costs and benefits. This book discusses the unique features and methodological difficulties of NRM impact assessment. It examines the strengths and weaknesses of various impact assessment approaches, including econometric, bio-economic, and more direct methods. It also assesses and identifies data requirements for developing impact indicators and recommends suitable methodologies for assessing the impacts of NRM technologies on issues such as soil and water conservation and watershed and biodiversity management.

Smart Agriculture for Developing Nations

Author : Kandiah Pakeerathan
Publisher : Springer Nature
ISBN 13 : 9811987386
Total Pages : 264 pages
Book Rating : 4.8/5 (119 download)

DOWNLOAD NOW!

Book Synopsis Smart Agriculture for Developing Nations by : Kandiah Pakeerathan

Download or read book Smart Agriculture for Developing Nations written by Kandiah Pakeerathan and published by Springer Nature. This book was released on 2023-03-08 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book in its eighteen chapters provides sustainable and smart technology-based solutions to developing nations. Smart farming is growing in importance due to the increasing demand for higher crop yield, the need for using natural resources efficiently, the rising use and sophistication of information and communication technology and the increasing need for climate-smart agriculture. Some of these chapters deal with the applications of smart agriculture to address the special challenges of the Small Island Developing States for sustainable agriculture. The book brings together scientific communities from India, Indonesia, Iraq, Malaysia, Mauritius, Myanmar, Palestine, Sri Lanka and South Africa to share their expertise to make the farming system more connected and intelligent. The smart farming techniques shared in different chapters not only help to reduce the overall cost and improve the quality and quantity of products but altogether help improve the sustainability of agriculture in the developing world. ‘Smart Farming’ is a management concept focused on providing the agricultural industry with the infrastructure to leverage advanced technologies—including artificial intelligence (AI), big data, robotics, drones and Internet of Things (IoT)—for tracking, monitoring, automating and analyzing operations. Sometimes known as precision agriculture, smart farming is software managed and sensor monitored.