Sinossi
This volume teaches readers how to sort through the vast mountain of climate and environmental science data to extract actionable insights. While the volume of data is impressive, collecting big data for the sake of data alone proves to be of limited utility.
Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.
Informazioni sull?autore
Dr. Ziheng Sun is a Research Assistant Professor at George Mason University in Fairfax Virginia.
Dalla quarta di copertina
This volume teaches readers how to sort through the vast mountain of climate and environmental science data to extract actionable insights. With the advancements in sensing technology, we now observe petabytes of data related to climate and the environment. While the volume of data is impressive, collecting big data for the sake of data alone proves to be of limited utility. Instead, our quest is for actionable data that can drive tangible actions and meaningful impact.
Yet, unearthing actionable insights from the accumulated big data and delivering them to global stakeholders remains a burgeoning field. Although traditional data mining struggles to keep pace with data accumulation, scientific evolution has spurred the emergence of new technologies like numeric modeling and machine learning. These cutting-edge tools are now tackling grand challenges in climate and the environment, from forecasting extreme climate events and enhancing environmental productivity to monitoringgreenhouse gas emissions, fostering smart environmental solutions, and understanding aerosols. Additionally, they model environmental-human interactions, inform policy, and steer markets towards a healthier and more environment-friendly direction.While there's no universal solution to address all these formidable tasks, this book takes us on a guided journey through three sections, enriched with chapters from domain scientists. Part I defines actionable science and explores what truly renders data actionable. Part II showcases compelling case studies and practical use scenarios, illustrating these principles in action. Finally, Part III provides an insightful glimpse into the future of actionable science, focusing on the pressing climate and environmental issues we must confront.Embark on this illuminating voyage with us, where big data meets practical research, and discover how our collective efforts move us closer to a sustainable and thriving future. This book is an invitation to unlock the mysteries of our environment, transforming data into decisive action for generations to come.Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.
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Actionable Science of Global Environment Change
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Condizione: Muy bueno. : Este libro enseña a los lectores cómo clasificar la vasta cantidad de datos científicos sobre el clima y el medio ambiente para extraer información útil. Con los avances en la tecnología de detección, ahora observamos petabytes de datos relacionados con el clima y el medio ambiente. Si bien el volumen de datos es impresionante, recopilar big data por el simple hecho de tener datos resulta de utilidad limitada. En cambio, nuestra búsqueda es de datos prácticos que puedan impulsar acciones tangibles e impacto significativo.Este libro nos lleva a un viaje guiado a través de tres secciones, enriquecido con capítulos de científicos del dominio. La Parte I define la ciencia práctica y explora lo que realmente hace que los datos sean prácticos. La Parte II muestra estudios de caso convincentes y escenarios de uso práctico, que ilustran estos principios en acción. Finalmente, la Parte III proporciona una visión perspicaz del futuro de la ciencia práctica, centrándose en los problemas climáticos y ambientales apremiantes que debemos afrontar. Embárcate en este viaje iluminador con nosotros, donde los grandes datos se encuentran con la investigación práctica, y descubre cómo nuestros esfuerzos colectivos nos acercan a un futuro sostenible y próspero. Este libro es una invitación a desentrañar los misterios de nuestro medio ambiente, transformando los datos en acciones decisivas para las generaciones venideras. EAN: 9783031417603 Tipo: Libros Categoría: Tecnología Título: Actionable Science of Global Environment Change Autor: Ziheng Sun Editorial: Springer-Verlag GmbH Idioma: en Páginas: 398 Formato: tapa blanda. Codice articolo Happ-2025-12-22-fa055f37
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Actionable Science of Global Environment Change | From Big Data to Practical Research
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Taschenbuch. Condizione: Neu. Actionable Science of Global Environment Change | From Big Data to Practical Research | Ziheng Sun | Taschenbuch | vi | Englisch | 2024 | Springer | EAN 9783031417603 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu. Codice articolo 130401404
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Taschenbuch. Condizione: Neu. Neuware -This volume teaches readers how to sort through the vast mountain of climate and environmental science data to extract actionable insights. With the advancements in sensing technology, we now observe petabytes of data related to climate and the environment. While the volume of data is impressive, collecting big data for the sake of data alone proves to be of limited utility. Instead, our quest is for actionable data that can drive tangible actions and meaningful impact.Yet, unearthing actionable insights from the accumulated big data and delivering them to global stakeholders remains a burgeoning field. Although traditional data mining struggles to keep pace with data accumulation, scientific evolution has spurred the emergence of new technologies like numeric modeling and machine learning. These cutting-edge tools are now tackling grand challenges in climate and the environment, from forecasting extreme climate events and enhancing environmental productivity to monitoringgreenhouse gas emissions, fostering smart environmental solutions, and understanding aerosols. Additionally, they model environmental-human interactions, inform policy, and steer markets towards a healthier and more environment-friendly direction.While there's no universal solution to address all these formidable tasks, this book takes us on a guided journey through three sections, enriched with chapters from domain scientists. Part I defines actionable science and explores what truly renders data actionable. Part II showcases compelling case studies and practical use scenarios, illustrating these principles in action. Finally, Part III provides an insightful glimpse into the future of actionable science, focusing on the pressing climate and environmental issues we must confront.Embark on this illuminating voyage with us, where big data meets practical research, and discover how our collective efforts move us closer to a sustainable and thriving future. This book is an invitation to unlock the mysteries of our environment, transforming data into decisive action for generations to come.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 400 pp. Englisch. Codice articolo 9783031417603
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Actionable Science of Global Environment Change : From Big Data to Practical Research
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