Earth Observation, Public Health and One Health: Activities, Challenges and Opportunities
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This book emerged from the collaboration of the Public Health Agency of Canada and the Canadian Space Agency with contributions of international experts. Their findings will be of great value to public health and EO professionals interested in developing and applying geospatial applications in the risk assessment and management of public health issues.
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Earth Observation, Public Health and One Health - CAB International
Earth Observation, Public Health and One Health
Activities, Challenges and Opportunities
Earth Observation, Public Health and One Health
Activities, Challenges and Opportunities
Prepared by:
Public Health Agency of Canada and Canadian Space Agency
Editors:
Stéphanie Brazeau and Nicholas H. Ogden
CABI: LOGOCABI is a trading name of CAB International
©2022 CAB International. Earth Observation, Public Health and One Health: Activities, Challenges and Opportunities is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License
A catalogue record for this book is available from the British Library, London, UK.
Library of Congress Cataloging-in-Publication Data
Names: Public Health Agency of Canada, author. | Brazeau, Stéphanie, editor. | Ogden, Nicolas, editor. | Canadian Space Agency, author.
Title: Earth observation, public health and one health : activities, challenges and opportunities / prepared by: Public Health Agency of Canada and Canadian Space Agency ; editors: Stéphanie Brazeau and Nicolas Ogden.
Description: Oxfordshire ; Boston, MA : CABI, [2022] | Includes bibliographical references and index. | Summary: The potential for Earth Observation (EO) to contribute to public health practice: to understand, track, predict and manage infectious diseases and challenges of using EO data for public health purposes. Major foci are mosquito-borne diseases, tick-borne diseases, air quality and heat, water-borne diseases, vulnerable populations and pandemics (including COVID-19)
-- Provided by publisher.
Identifiers: LCCN 2021054123 (print) | LCCN 2021054124 (ebook) | ISBN 9781800621183 (hardback) | ISBN 9781800621190 (ebook) | ISBN 9781800621206 (epub)
Subjects: LCSH: One Health (Initiative) | Public health--Geographic information systems--Canada. | Public health--Research--Canada. | Public health--Canada--Methodology. | Environmental monitoring--Remote sensing.
Classification: LCC RA566.5.C2 P83 2022 (print) | LCC RA566.5.C2 (ebook) | DDC 362.10971--dc23/eng/20220121
LC record available at https://lccn.loc.gov/2021054123
LC ebook record available at https://lccn.loc.gov/2021054124
References to Internet websites (URLs) were accurate at the time of writing.
ISBN-13: 9781800621183 (hardback)
9781800621190 (OA ePDF)
9781800621206 (OA ePub)
DOI: 10.1079/9781800621183.0000
Commissioning Editor: David Hemming
Editorial Assistant: Lauren Davies
Production Editor: James Bishop
Typeset by SPi, Pondicherry, India
Printed and bound in the USA by Integrated Books International, Dulles, Virginia
Contents
List of Tables
List of Figures
List of Contributors
List of Acronyms and Abbreviations
Foreword – P. Guillaume Poliquin, Public Health Agency of Canada
Foreword – Éric Laliberté, Canadian Space Agency
Acknowledgments
Executive Summary
1Introduction to Public Health and Earth Observation
1.1 Public Health and Earth Observation
Key drivers of infectious diseases and the One Health approach
Use of EO data in public health practice
Mandate and role of public health organizations and the importance of geospatial information
Mandate and role of space agencies and the importance of EO
Partnership of the PHAC and the CSA
1.2 Work Program Organization and Management Approaches
Identification and elaboration of key themes
Expert consultation process
Identification of needs and opportunities
Objectives and book outline
2Earth Observation and Public Health Priority: Applications and Research Areas by Theme
2.1 Mosquito-borne Diseases
Thibault Catry, Cécile Vignolles, Serge Olivier Kotchi, Stéphanie Brazeau, Antoinette Ludwig, Nicholas H. Ogden, Dominique J. Bicout, Richard A. Fournier, and Dirk Werle
Context, state of knowledge, challenges, and responses
Examples of recent research
Challenges and questions
Responses and options
Modeling environment–human–vector interaction hazard using EO data and land cover maps in a local, cross-border setting between French Guiana and Brazil
Expected outcomes and impacts
Technical considerations and perspectives for producing risk maps
Risk mapping of entomological Rift Valley fever in Senegal at high spatio-temporal resolution using remote sensing
Expected outcomes and impacts
Technical considerations and perspectives for producing risk maps
2.2 Tick-borne Diseases
Nicholas H. Ogden, Serge Olivier Kotchi, Stéphanie Brazeau, Catherine Bouchard, Joanne C. White, Michael A. Wulder, Andrew Davidson, André Beaudoin, and Dirk Werle
Context, state of knowledge, challenges, and responses
Examples of recent research
Challenges and questions
Responses and options
EO-based risk maps for Lyme disease in central and eastern Canada
Expected outcomes and impacts
Technical considerations and perspectives for producing risk maps
What are the opportunities with EO products and data?
Current products and developments in EO that contribute to the public health sector
Findings and opportunities for collaboration
2.3 Air Quality and Heat-related Health Issues
John Haynes, Didier Davignon, Jack Chen, Yves Rochon, Chris McLinden, Christopher Sioris, and Dirk Werle
Context, state of knowledge, challenges, and responses
Examples of recent research
Challenges and questions
Responses and options
The American AirNow AQI for decision support and future EO missions
The Canadian FireWork system for air quality forecast related to wildfire emission of pollutants
Expected outcomes and impacts
Technical considerations and perspectives for system operation
Findings, opportunities for collaboration, and conclusion
2.4 Water-borne Diseases: EO System for the Coastal Monitoring of Non-Cholera Vibrios
Jan C. Semenza, Joaquin Trinanes, Stéphanie Brazeau, Philippe Berthiaume, Marie-Josée Champagne, Joacim Rocklöv, and Jaime Martinez-Urtaza
Context, state of knowledge, challenges, and responses
NCVs, environmental factors, and satellite-based monitoring capabilities
Challenges and questions
Responses and options
Application example: the ECDC Vibrio Map Viewer from the European Environment and Epidemiology (E3) Geoportal
Outcomes and benefits
Technical requirements
Cumulative fields
Short-term forecast
Future perspectives
What other opportunities do EO technologies and data offer?
Perspectives for the ECDC Vibrio Map Viewer
Conclusion
2.5 Vulnerable Populations
Marion Borderon, Antoinette Ludwig, and Stéphanie Brazeau
Context
Examples of recent research
Challenges and questions
Responses and options
From Anopheles to humans: reconstructing the risk of malaria infection in Dakar, Senegal
Expected outcomes and impacts
Technical considerations for producing risk and vulnerability maps
EO data for estimating the HBR
Perspectives
Example of bottom-up population mapping from WorldPop
2.6 EO and Geospatial Data Utilization During the COVID-19 Pandemic: A Preliminary Appraisal
Dirk Werle and Guy Aubé
Context
Collaboration and participation of the EO and geospatial community
Near-real-time mapping and monitoring
Public health situational awareness and related surveillance
Potential EO applications
Weather
Mobility
Mobile device data
Air quality
Land use and land cover
Vulnerable populations
Conclusion
3Needs, Challenges, and Opportunities: A Review by Experts
Stéphanie Brazeau, Cécile Vignolles, Ramesha S. Krishnamurthy, Juli Trtanj, John Haynes, Steven Ramage, Thibault Catry, Serge Olivier Kotchi, Marion Borderon, Michael Gill, Nicholas H. Ogden, Antoinette Ludwig, Guy Aube, Jan C. Semenza, Joaquin Trinanes, and Didier Davignon
Aligning with and Supporting UN Sustainable Development Goals
Focusing on Public Health Needs and Key Theme Areas for Further Research
Accessing and Developing EO and Geospatial Evidence-based Data Products Leveraging Public Health Capacities
In situ and epidemiological data
Developing a Sustainable Community of Practice
Developing Knowledge and Know-how
Developing Solutions: Methods, Tools, and Systems
AI and ARD solutions for complex issues
Implementing Technical Infrastructures and Technologies
Participating in EO Satellite Mission Development for Monitoring Disease Risks
4Conclusions and Opportunities
Appendix A – Summary of Expert Presentations and Consultations
Strengthening National Capacities for Utilizing Satellite-based Earth Observation Data to Advance National Health-related SDG 3 Targets: A Conceptual Framework
Ramesha S. Krishnamurthy
GEO Activities and Health
Steven Ramage
CNES Activities in Tele-epidemiology: How Can Earth Observation Satellite Data Contribute?
Cécile Vignolles
Getting Ahead of the Curve: Using Earth Observations to Predict Health Risks
Juli M. Trtanj
Earth Observations for Health and Air Quality
John A. Haynes
Healthy Societies and Healthy Ecosystems: An Integrated Monitoring Approach for Biodiversity and Human Health
Michael Gill
One Health – Contribution of Earth Observation to Public Health Issues
Nicholas H. Ogden
Appendix B – Spatial, Spectral, and Temporal Resolutions
Index
List of Tables
2.1.1 The value chain of the RVF project.
2.1.2 Examples of EO-derived products that are potentially useful as geospatial reference or background formation for public health-related studies and applications.
2.2.1 Lyme risk map data needs and constraints related to their use.
2.3.1 Major forest fire databases and inventories.
2.4.1 Possibilities for EO technologies, satellite sensors, and potential proxies or indicators of Vibrio occurrence in coastal waters.
2.5.1 Preliminary data sources for Dakar metropolitan area and census districts (CDs).
AB.1 Classes of resolutions.
AB.2 Examples of EO satellite sensor systems and their spatial, spectral, and temporal resolutions.
List of Figures
2.1.1 Example of a land cover map based on the analysis of multi-sensor satellite imagery for classifying wetland areas in a densely forested area at the border between French Guiana and Brazil, South America.
2.1.2 Framework of combining optical and SAR remotely sensed data for characterizing and mapping wetlands and accumulations of water.
2.1.3 Flow chart outlining vector-human interaction hazard mapping in the study of Malaria, with land cover classification derived from optical and SAR EO data for the Camopi area in the border region between French Guiana and Brazil in South America.
2.1.4 The conceptual approach of tele-epidemiology for vector-borne diseases.
2.1.5 Flow chart outlining the RVF entomological risk modeling approach.
2.2.1 Map of tick habitats in a parkland area near Bristol, UK, used to analyze dog walking routes and tick exposure.
2.2.2 Example of a risk map for Ixodes scapularis ticks (and by inference Lyme disease risk) in central and eastern Canada combining climatic and habitat suitability from 2000 to 2015.
2.3.1 Annual SO 2 emissions from 2005 to 2015 derived from the Ozone Monitoring Instrument (OMI) for approximately 500 locations worldwide, according to four source types: smelters (S), oil and gas operations (OG), coal-fired power plants (PP), and volcanoes (V).
2.3.2 Example of Landsat-8 TIRS thermal band measurements, dated 20 August 2013, superimposed on detailed satellite imagery of an urban area in Montreal, Quebec, showing the close relationship of land use categories and thermal conditions.
2.3.3 The AirNow operational concept of using satellite data to augment missing PM 2.5 ground measurements in the USA.
2.3.4 Example of a FireWork smoke forecast product, showing the 24-h forecast of the contribution of wildland fires to surface PM 2.5 concentrations, valid at 12:00 UTC on 20 July 2021.
2.4.1 Sample display of the daily NCV risk map viewer provided by the ECDC Vibrio Map Viewer from the E3 (ECDC18) network for the Baltic Sea on 31 July 2021. Areas depicted in dark orange indicate high to very high risk and areas in yellow indicate low to very low risk.
2.5.1 Empirical risk model of malaria infection in Grand Dakar, Senegal.
2.5.2 Conceptual framework applied to the risk of malaria infection.
2.5.3 The inherent interdisciplinarity of assessing risk and vulnerability.
2.5.4 Vulnerability of populations in terms of predicted Anopheles gambiae sl. number of bites per person per night for 22 September 2009.
2.5.5 The estimation of urban net density in Dakar.
2.5.6 The Social Vulnerability Index for Dakar, Senegal.
2.6.1 High-resolution satellite imagery of public spaces showing density of human gatherings before and during pandemic-related restrictions exemplified by numbers of Muslim worshippers surrounding the Kaaba in Mecca, Saudi Arabia, on 14 February, 3 March 2020, and 9 March 2020.
2.6.2 High-resolution satellite imagery of the rapid construction activities at the Leishenshan hospital site in Wuhan, China.
2.6.3 High-resolution satellite imagery of the Phoenix Airport rental car centre on 5 March 2020 and again on 16 March 2020.
2.6.4 High-resolution satellite image of mass-grounding of commercial aircraft at Panama City International Airport, 24 March 2020.
2.6.5 Nighttime light conditions within the city of Wuhan, China, based on imagery collected on 19 January 2020 and 4 February 2020 by the Visible Infrared Imaging Radiometer Suite (VIIRS) on the NOAA–NASA Suomi NPP satellite.
2.6.6 Distribution of pre-COVID-19 lockdown nitrogen dioxide (NO 2 ) levels over eastern China 1–20 January 2020 based on data collected by the Tropospheric Monitoring Instrument (TROPOMI) on the European Commission’s Copernicus Sentinel-5P satellite, reduced NO 2 levels 10–25 February 2020 during the lockdown period, and rebounding NO 2 levels 20 April to 12 May 2020 after the lifting of quarantine restrictions and resumption of economic activities.
2.6.7 NASA’s Aura satellite measurements revealing significant reductions in nitrogen dioxide (NO 2 ) air pollution over the major metropolitan areas of the northeastern USA during the COVID-19 lockdown in March 2020 (bottom map) relative to the average concentrations during that month for the 2015–2019 period.
2.6.8 Comparison maps of average nitrogen dioxide concentration over Italy as determined by European Copernicus Sentinel-5P satellite data analysis during the month of March 2019 and during the period of 14–25 March 2020.
3.1 EO and the multiple dimensions of health determinants.
List of Contributors
Stéphanie Brazeau Head of the Public Health Geomatics Unit, Public Health Risk Sciences Division, National Microbiology Laboratory, Public Health Agency of Canada, Saint-Hyacinthe, Québec, Canada
Corresponding author at: Public Health Risk Sciences Division, National Microbiology Laboratory, Public Health Agency of Canada, 3200 Sicotte, Saint-Hyacinthe, QC J2S 2M2, Canada
E-mail: stephanie.brazeau@phac-aspc.gc.ca.ca
Nicholas H. Ogden Director, Public Health Risk Sciences Division, National Microbiology Laboratory, Public Health Agency of Canada, Saint-Hyacinthe, Québec, Canada
Guy Aubé Earth Observation Applications, Space Utilization, Canadian Space Agency, Saint-Hubert, Québec, Canada
Philippe Berthiaume Public Health Risk Sciences Division, National Microbiology Laboratory, Public Health Agency of Canada, Saint-Hyacinthe, Québec, Canada
André Beaudoin Canadian Forest Service, Natural Resources Canada, Québec City, Québec,, Canada
Dominique J. Bicout Biomathematics & Epidemiology, EPSP, TIMC-IMAG, CNRS Grenoble Alpes University, VetAgro Sup, Veterinary campus of Lyon, Marcy l’Etoile, France
Marion Borderon Department of Geography and Regional Research, University of Vienna, Vienna, Austria
Catherine Bouchard Public Health Risk Sciences Division, National Microbiology Laboratory, Public Health Agency of Canada, Saint-Hyacinthe, Québec, Canada
Thibault Catry Espace Dev, Institut de Recherche pour le Développement (IRD), Montpellier, France
Marie-Josée Champagne Public Health Risk Sciences Division, National Microbiology Laboratory, Public Health Agency of Canada, Saint-Hyacinthe, Québec, Canada
Jack Chen Air Quality Research Division, Environment and Climate Change Canada, Ottawa, Ontario, Canada
Andrew Davidson Science and Technology Branch, Agriculture and Agrifood Canada, Ottawa, Canada
Didier Davignon Canadian Meteorological Centre Operations, Environment and Climate Change Canada, Dorval, Québec, Canada
Richard A. Fournier Department of Applied Geomatics, Université de Sherbrooke, Québec, Canada
Michael Gill NatureServe, Arlington, Virginia, USA
John Haynes Health and Air Quality Applications, Applied Sciences Program, NASA Earth Science Division, Washington, DC, USA
Serge Olivier Kotchi Public Health Risk Sciences Division, National Microbiology Laboratory, Public Health Agency of Canada, Saint-Hyacinthe, Québec, Canada
Ramesha S. Krishnamurthy Health Systems and Innovation Cluster, World Health Organization, Geneva, Switzerland
Antoinette Ludwig Public Health Risk Sciences Division, National Microbiology Laboratory, Public Health Agency of Canada, Saint-Hyacinthe, Québec, Canada
Jaime Martinez-Urtaza Department of Genetics and Microbiology, Universitat Autònoma de Barcelona, Barcelona, Spain
Chris McLinden Air Quality Research Division, Environment and Climate Change Canada, Toronto, Ontario, Canada
Steven Ramage Group on Earth Observation Secretariat, Geneva, Switzerland
Yves Rochon Air Quality Research Division, Environment and Climate Change Canada, Toronto, Ontario, Canada
Joacim Rocklöv Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden
Jan C. Semenza Scientific Assessment, SRS, European Centre for Disease Prevention and Control (ECDC), Solna, Sweden
Christopher Sioris Air Quality Research Division, Environment and Climate Change Canada, Toronto, Ontario, Canada
Joaquin Trinanes University of Santiago de Compostela, CRETUS Institute, Santiago de Compostela, Spain/University of Miami, Cooperative Institute for Marine and Atmospheric Studies, Miami, Florida, USA/NOAA, Atlantic Oceanographic and Meteorological Laboratory, Miami, Florida, USA.
Juli Trtanj One Health Lead, Climate and Weather Extremes Integration Lead, NOAA Climate Program Office, Washington, DC, USA
Cécile Vignolles Centre National d’Etudes Spatiales, Directorate for Innovation, Applications and Science, Earth Observation Programme, Toulouse, France
Dirk Werle Ærde Environmental Research, Halifax, Nova Scotia, Canada
Joanne C. White Canadian Forest Service, Natural Resources Canada, Victoria, British Columbia, Canada
Michael A. Wulder Canadian Forest Service, Natural Resources Canada, Victoria, British Columbia, Canada
List of Acronyms and Abbreviations