Within this context, big data analytics (BDA) can be an important tool given that many analytic techniques within the big data world have been created specifically to deal with complexity and rapidly changing conditions. The important task for public sector organizations is to liberate analytics from narrow scientific silos and expand it across internally to reap maximum benefit across their portfolios of programs. This book highlights contextual factors important to better situating the use of BDA within government organizations and demonstrates the wide range of applications of different BDA techniques. It emphasizes the importance of leadership and organizational practices that can improve performance. It explains that BDA initiatives should not be bolted on but should be integrated into the organization's performance management processes. Equally important, the book includes chapters that demonstrate the diversity of factors that need to be managed to launch and sustain BDA initiatives in public sector organizations.

Within this context, big data analytics (BDA) can be an important tool given that many analytic techniques within the big data world have been created specifically to deal with complexity and rapidly changing conditions. The important task for public sector organizations is to liberate analytics from narrow scientific silos and expand it across internally to reap maximum benefit across their portfolios of programs. This book highlights contextual factors important to better situating the use of BDA within government organizations and demonstrates the wide range of applications of different BDA techniques. It emphasizes the importance of leadership and organizational practices that can improve performance. It explains that BDA initiatives should not be bolted on but should be integrated into the organization's performance management processes. Equally important, the book includes chapters that demonstrate the diversity of factors that need to be managed to launch and sustain BDA initiatives in public sector organizations.

Renowned for their elaborate and dazzling plumages, the birds of paradise (Paradisaeidae) and bowerbirds (Ptilonohynchidae) exhibit some of the most astonishing behaviours in the avian kingdom. The former is the most iconic group of birds found in New Guinea, while the bowerbirds extend into Australia, and are perhaps best known for the males' construction of avenue bowers, used to tempt females on the forest floor. This comprehensive monograph is dedicated to these two families, combining the product of more than two decades of research and scholarship with original observations by the author and many other knowledgeable contributors. Birds of Paradise and Bowerbirds is the ultimate reference to these two groups. It provides a thorough guide to their identification, taxonomy and ecology, with detailed distribution maps accompanying the text. A series of beautifully illustrated plates by Richard Allen cover all of the 108 recognised taxa in these groups, with these supplemented by more than 200 photographs covering a range of racial and age-related plumage variety. This book is an indispensable addition to the libraries of all birders and ornithologists interested in these sensational birds.

Renowned for their dazzling plumages and elaborate courtship displays, birds of paradise and bowerbirds exhibit some of the most astonishing behaviors in the natural world. Birds of Paradise and Bowerbirds is the ultimate identification guide to these marvelous birds. This beautiful book features stunning color plates that depict all 108 recognized taxa in these two groups along with more than 200 color photos that showcase a broad range of racial and age-related plumage varieties. The comprehensive text covers identification, taxonomy, and ecology, and is accompanied by detailed distribution maps. Birds of Paradise and Bowerbirds is the product of more than two decades of research and field observations, and is a must-have guide for birders, ornithologists, and anyone interested in these sensational birds. The ultimate identification guide to these marvelous birds of New Guinea and Australia Features stunningly illustrated color plates that depict all 108 recognized taxa Covers identification, taxonomy, and ecology Includes hundreds of color photos and detailed distribution maps Based on more than two decades of research and original field observations

Deposition and aggregation of small solid particles are encountered in many natural and industrial environments. Whether it be deposition of particles onto a surface immersed in a liquid suspension or aggregateion of individual particles, these processes are of enotmous significance. They are vital to the manufacture of magnetic tape, purification of water using packed bed filters, selective capture of solids, cells and macromolecular species, and many other applications.

This book presents a unified approach to the measurement, modelling and simulation of these processes, bringing together the disciplines of colliod and surface chemistry, hydrodynamics, and experimental and computational methods. It will be required reading for graduates working in process and environmental engineering, postgraduates involved in industrial R & D and for all scientists wishing to gain a more detailed and realistic understanding of process conditions in these areas.

This textbook develops a coherent view of differential equations by progressing through a series of typical examples in science and engineering that arise as mathematical models. All steps of the modeling process are covered: formulation of a mathematical model; the development and use of mathematical concepts that lead to constructive solutions; validation of the solutions; and consideration of the consequences. The volume engages students in thinking mathematically, while emphasizing the power and relevance of mathematics in science and engineering. There are just a few guidelines that bring coherence to the construction of solutions as the book progresses through ordinary to partial differential equations using examples from mixing, electric circuits, chemical reactions and transport processes, among others. The development of differential equations as mathematical models and the construction of their solution is placed center stage in this volume.

This textbook develops a coherent view of differential equations by progressing through a series of typical examples in science and engineering that arise as mathematical models. All steps of the modeling process are covered: formulation of a mathematical model; the development and use of mathematical concepts that lead to constructive solutions; validation of the solutions; and consideration of the consequences. The volume engages students in thinking mathematically, while emphasizing the power and relevance of mathematics in science and engineering. There are just a few guidelines that bring coherence to the construction of solutions as the book progresses through ordinary to partial differential equations using examples from mixing, electric circuits, chemical reactions and transport processes, among others. The development of differential equations as mathematical models and the construction of their solution is placed center stage in this volume.

This is an EXACT reproduction of a book published before 1923. This IS NOT an OCR'd book with strange characters, introduced typographical errors, and jumbled words. This book may have occasional imperfections such as missing or blurred pages, poor pictures, errant marks, etc. that were either part of the original artifact, or were introduced by the scanning process. We believe this work is culturally important, and despite the imperfections, have elected to bring it back into print as part of our continuing commitment to the preservation of printed works worldwide. We appreciate your understanding of the imperfections in the preservation process, and hope you enjoy this valuable book.

This is an EXACT reproduction of a book published before 1923. This IS NOT an OCR'd book with strange characters, introduced typographical errors, and jumbled words. This book may have occasional imperfections such as missing or blurred pages, poor pictures, errant marks, etc. that were either part of the original artifact, or were introduced by the scanning process. We believe this work is culturally important, and despite the imperfections, have elected to bring it back into print as part of our continuing commitment to the preservation of printed works worldwide. We appreciate your understanding of the imperfections in the preservation process, and hope you enjoy this valuable book.