Earth Data Analytics for Planetary Health

Earth Data Analytics for Planetary Health
Author: Tzai-Hung Wen
Publisher: Springer Nature
Total Pages: 217
Release: 2023-01-25
Genre: Computers
ISBN: 9811987653

Planetary health involves complex spatial–temporal interactions among agents, hosts, and earth environment. Due to rapid technical development of geomatics, including geographic information systems (GIS) and remote sensing (RS) in the era of big data analytics, therefore, earth data analytics has become one of the important approaches for monitoring earth surface process and measuring of the effects of environment changes on all humans and other living organisms on earth. Various methods in earth data analytics, including spatial–temporal statistics, spatial evolutionary algorithms, remote sensing image analysis, wireless geo-sensors, and location-based analytics, are an emerging discipline in understanding complex interactions in planetary health. This edited book provides a broad focus on methodological theories of earth data analytics and their applications to measuring the process of planetary health, with the goal to build scientific understanding on how geospatial analytics can provide valuable insights in measuring environmental risks in Southeast Asian regions. It is collection of selected papers covering both theoretical and empirical studies focusing on topics relevant to spatial perspectives on planetary health and environmental exposure studies. The book is written for senior undergraduates, graduate students, lecturers, and researchers in applications of geospatial technologies for public health and environmental studies.

Big Data Analytics in Earth, Atmospheric and Ocean Sciences

Big Data Analytics in Earth, Atmospheric and Ocean Sciences
Author: Thomas Huang
Publisher: John Wiley & Sons
Total Pages: 356
Release: 2022-11-22
Genre: Science
ISBN: 1119467578

Big Data Analytics in Earth, Atmospheric and Ocean Sciences SPECIAL PUBLICATIONS SERIES Big Data Analytics in Earth, Atmospheric, and Ocean Sciences An ever-increasing volume of Earth data is being gathered. These data are “big” not only in size but also in their complexity, different formats, and varied scientific disciplines. As such, big data are disrupting traditional research. New methods and platforms, such as the cloud, are tackling these new challenges. Big Earth Data Analytics explores new tools for the analysis and display of the rapidly increasing volume of data about the Earth. Volume highlights include: An introduction to the breadth of big earth data analytics Architectures developed to support big earth data analytics Different analysis and statistical methods for big earth data Current applications of analytics to Earth science data Challenges to fully implementing big data analytics The American Geophysical Union promotes discovery in Earth and space science for the benefit of humanity. Its publications disseminate scientific knowledge and provide resources for researchers, students, and professionals.

Data Analytics and Artificial Intelligence for Earth Resource Management

Data Analytics and Artificial Intelligence for Earth Resource Management
Author: Deepak Kumar
Publisher: Elsevier
Total Pages: 0
Release: 2024-11-01
Genre: Science
ISBN: 0443235961

Data Analytics and Artificial Intelligence for Earth Resource Management offers a detailed look at the different ways data analytics and artificial intelligence can help organizations make better-informed decisions, improve operations, and minimize the negative impacts of resource extraction on the environment. The book explains several different ways data analytics and artificial intelligence can improve and support earth resource management. Predictive modeling can help organizations understand the impacts of different management decisions on earth resources, such as water availability, land use, and biodiversity. Resource monitoring tracks the state of earth resources in real-time, identifying issues and opportunities for improvement. Providing managers with real-time data and analytics allows them to make more informed choices. Optimizing resource management decisions help to identify the most efficient and effective ways to allocate resources. Predictive maintenance allows organizations to anticipate when equipment might fail and take action to prevent it, reducing downtime and maintenance costs. Remote sensing with image processing and analysis can be used to extract information from satellite images and other remote sensing data, providing valuable information on land use, water resources, and other earth resources. Provides a comprehensive understanding of data analytics and artificial intelligence (AI) for earth resource management Includes real-world case studies and examples to demonstrate the practical applications of data analytics and AI in earth resource management Presents clear illustrations, diagrams, and pictures that make the content more understandable and engaging

Geographic Information, Geospatial Technologies and Spatial Data Science for Health

Geographic Information, Geospatial Technologies and Spatial Data Science for Health
Author: Justine Blanford
Publisher: CRC Press
Total Pages: 394
Release: 2024-08-20
Genre: Mathematics
ISBN: 1040044395

Geographic information, spatial analysis and geospatial technologies play an important role in understanding changes in planetary health and in defining the drivers contributing to different health outcomes both locally and globally. Patterns influencing health outcomes and disease in the environment are complex and require an understanding of the ecology of the disease and how these interact in space and time. Knowing where and when diseases are prevalent, who is affected and what may be driving these outcomes is important for determining how to respond. In reality, we all would like to be healthy and live in healthy places. In this book, epidemiology and public health are integrated with spatial data science to examine health issues in dynamically changing environments. This is too broad a field to be completely covered in one book, and so, it has been necessary to be selective with the topics, methods and examples used to avoid overwhelming introductory readers while at the same time providing sufficient depth for geospatial experts interested in health and for health professionals interested in integrating geospatial elements for health analysis. A variety of geographic information (some novel, some volunteered, some authoritative, some big and messy) is used with a mix of methods consisting of spatial analysis, data science and spatial statistics to better understand health risks and disease outcomes. Key Features: Makes spatial data science accessible to health Integrates epidemiology and disease ecology with spatial data science Integrates theoretical geographic information science concepts Provides practical and applied approaches for examining and exploring health and disease risks Provides spatial data science skill development ranging from map making to spatial modelling

Integrating Data Science and Earth Science

Integrating Data Science and Earth Science
Author: Laurens M. Bouwer
Publisher: Springer Nature
Total Pages: 158
Release: 2022-07-14
Genre: Science
ISBN: 3030995461

This open access book presents the results of three years collaboration between earth scientists and data scientist, in developing and applying data science methods for scientific discovery. The book will be highly beneficial for other researchers at senior and graduate level, interested in applying visual data exploration, computational approaches and scientifc workflows.

Data Assimilation for the Earth System

Data Assimilation for the Earth System
Author: Richard Swinbank
Publisher: Springer Science & Business Media
Total Pages: 398
Release: 2003-10-31
Genre: Mathematics
ISBN: 9781402015922

Data assimilation is the combination of information from observations and models of a particular physical system in order to get the best possible estimate of the state of that system. The technique has wide applications across a range of earth sciences, a major application being the production of operational weather forecasts. Others include oceanography, atmospheric chemistry, climate studies, and hydrology. Data Assimilation for the Earth System is a comprehensive survey of both the theory of data assimilation and its application in a range of earth system sciences. Data assimilation is a key technique in the analysis of remote sensing observations and is thus particularly useful for those analysing the wealth of measurements from recent research satellites. This book is suitable for postgraduate students and those working on the application of data assimilation in meteorology, oceanography and other earth sciences.

Earth Observation of Global Changes (EOGC)

Earth Observation of Global Changes (EOGC)
Author: Jukka M. Krisp
Publisher: Springer Science & Business Media
Total Pages: 303
Release: 2012-11-13
Genre: Science
ISBN: 3642327141

This book provides a collection of selected articles that have been submitted to the Earth Observation and Global Changes (EOGC2011) Conference. All articles have been carefully reviewed by an international board of top-level experts. The book covers a wide variety of topics including Physical Geodesy, Photogrammetry & Remote Sensing, High-Resolution and Fast-Revisiting Remote Sensing Satellite Systems, Global Change & Change Detection, Spatial Modelling, GIS & Geovisualization. The articles document concrete results of current studies related to Earth Sciences. The book is intended for researchers and experts working in the area of Spatial Data Analysis, Environmental Monitoring/Analysis, Global Change Monitoring and related fields.

One Planet, One Health

One Planet, One Health
Author: Walton, Merrilyn
Publisher: Sydney University Press
Total Pages: 350
Release: 2019-04-01
Genre: Medical
ISBN: 1743325371

One Planet, One Health provides a multidisciplinary reflection on the state of our planet, human and animal health, as well as the critical effects of climate change on the environment and on people. Climate change is already affecting many poor communities and traditional aid programs have achieved relatively small gains. Going beyond the narrow disciplinary lens and an exclusive focus on human health, a planetary health approach puts the ecosystem at the centre. The contributors to One Planet, One Health argue that maintaining and restoring ecosystem resilience should be a core priority, carried out in partnership with local communities. One Planet, One Health offers an integrated approach to improving the health of the planet and its inhabitants. With chapters on ethics, research and governance, as well as case studies of government and international aid-agency responses to illustrate successes and failures, the book aims to help scholars, governments and non-governmental organisations understand the benefits of focusing on the interdependence of human and animal health, food, water security and land care.

Planetary Health

Planetary Health
Author:
Publisher:
Total Pages: 0
Release: 2023
Genre:
ISBN: 9789069847641

The conditions for life on Earth are changing profoundly. The climate crisis is causing frequent forest fires, heat waves, floods and extreme drought. Biodiversity is rapidly declining, environmental pollution has reached every corner of Earth, nitrogen is accumulating in nature, deforestation and erosion are continuing at an alarming rate, and freshwater sources are drying up. - If these global environmental changes continue unabated, billions of people worldwide may face serious health risks by the end of this century. Many millions may die every year in that event, and many more could suffer from heat stress, infectious diseases, malnutrition, flooding and mental disorders. Some human communities will find their very existence threatened as their habitat is flooded or scorched by heat or drought. According to the World Health Organization, climate change is ‘the single biggest health threat facing humanity’ in the 21st century.- Yet scientists are only beginning to study the impact of global environmental change on human health, and how this impact can be abated. ‘Planetary Health’ was launched as a new field in 2015 and has since grown rapidly. It is a broad field, going beyond the local environmental threats studied in the past and focusing on changes on a planetary scale. This report presents the views of the Royal Netherlands Academy of Arts and Sciences (KNAW) on this emerging field. It identifies the main knowledge gaps and proposes a research agenda, assembled in consultation with a wide range of experts. Planetary Health as a scientific field is based on the understanding that all life on Earth is interconnected, and that safeguarding the health and survival of all species is an important moral imperative. For practical reasons, however, this report focuses mainly on human health, to which most research efforts have so far been devoted.