Smart Earth: A meta-review and implications for environmental governance

Abstract Environmental governance has the potential to be significantly transformed by Smart Earth technologies, which deploy enhanced environmental monitoring via combinations of information and communication technologies (ICT), conventional monitoring technologies (e.g. remote sensing), and Internet of Things (IoT) applications (e.g. Environmental Sensor Networks (ESNs)). This paper presents a systematic meta-review of Smart Earth scholarship, focusing our analysis on the potential implications and pitfalls of Smart Earth technologies for environmental governance. We present a meta-review of academic research on Smart Earth, covering 3187 across the full range of academic disciplines from 1997 to 2017, ranging from ecological informatics to the digital humanities. We then offer a critical perspective on potential pathways for evolution in environmental governance frameworks, exploring five key Smart Earth issues relevant to environmental governance: data; real-time regulation; predictive management; open source; and citizen sensing. We conclude by offering suggestions for future research directions and trans-disciplinary conversations about environmental governance in a Smart Earth world.

[1]  Christian Parenti,et al.  Tropic of Chaos: Climate Change and the New Geography of Violence , 2011 .

[2]  Bernd Resch,et al.  Pervasive geo-security – a lightweight triple-A approach to securing distributed geo-service infrastructures , 2014, Int. J. Digit. Earth.

[3]  H. Scott Matthews,et al.  Smart Everything: Will Intelligent Systems Reduce Resource Use? , 2013 .

[4]  Victor Galaz,et al.  'New Wilderness' Requires Algorithmic Transparency: A Response to Cantrell et al. , 2017, Trends in ecology & evolution.

[5]  Laura Beranzoli,et al.  SEAFLOOR OBSERVATORIES: A New Vision of the Earth from the Abyss , 2015 .

[6]  Andreas Malm,et al.  Fossil capital: the rise of steam power and the roots of global warming, by Andreas Malm, London and New York, Verso, 2016, 488 pp., £19.99 (paperback), ISBN 13: 978-1-78478-129-3 , 2016 .

[7]  Louis Lebel,et al.  Guest Editorial, part of a Special Feature on Scale and Cross-scale Dynamics Scale and Cross-Scale Dynamics: Governance and Information in a Multilevel World , 2006 .

[8]  Marco Saerens,et al.  Predicting the continuum between corridors and barriers to animal movements using Step Selection Functions and Randomized Shortest Paths. , 2016, The Journal of animal ecology.

[9]  Xiangtao Fan,et al.  Augmented virtual environment: fusion of real-time video and 3D models in the digital earth system , 2017, Int. J. Digit. Earth.

[10]  Giorgos Mountrakis,et al.  A meta-analysis of remote sensing research on supervised pixel-based land-cover image classification processes: General guidelines for practitioners and future research , 2016 .

[11]  Jessica S. Lehman,et al.  A sea of potential: The politics of global ocean observations , 2016 .

[12]  J. Mccarthy,et al.  Reviewing rescaling , 2015 .

[13]  N. Oppelt,et al.  Remote sensing for lake research and monitoring – Recent advances , 2016 .

[14]  J. Syvitski,et al.  Methods and approaches to modelling the Anthropocene , 2016 .

[15]  Ethan P. White,et al.  The EcoData Retriever: Improving Access to Existing Ecological Data , 2013, PloS one.

[16]  Juma Hemed Lungo,et al.  Citizen sensors or extreme publics? Transparency and accountability interventions on the mobile geoweb , 2014, Int. J. Digit. Earth.

[17]  David B. Lindenmayer,et al.  The science and application of ecological monitoring , 2010 .

[18]  Ann Zimmerman,et al.  Beyond the Data Deluge: A Research Agenda for Large-Scale Data Sharing and Reuse , 2011, Int. J. Digit. Curation.

[19]  Abby J. Kinchy,et al.  What is Volunteer Water Monitoring Good for? Fracking and the Plural Logics of Participatory Science , 2014 .

[20]  Peter White,et al.  Public Transport: Its Planning, Management and Operation , 1995 .

[21]  Etienne S Benson,et al.  Generating Infrastructural Invisibility: Insulation, Interconnection, and Avian Excrement in the Southern California Power Grid , 2015 .

[22]  Joyeeta Gupta,et al.  Navigating the anthropocene: The Earth System Governance Project strategy paper , 2010 .

[23]  M. Goodchild,et al.  Successful Response Starts with a Map: Improving Geospatial Support for Disaster Management , 2007 .

[24]  Matthew W. Wilson Continuous Connectivity, Handheld Computers, and Mobile Spatial Knowledge , 2014 .

[25]  Deborah Cowen,et al.  The Deadly Life of Logistics: Mapping Violence in Global Trade, Deborah Cowen. University of Minnesota Press, Minneapolis (2014) , 2014 .

[26]  James A. Momoh,et al.  Smart Grid: Fundamentals of Design and Analysis , 2012 .

[27]  Alexandra Branzan Albu,et al.  Expert, Crowd, Students or Algorithm: who holds the key to deep‐sea imagery ‘big data’ processing? , 2017 .

[28]  Andrea Vitaletti,et al.  Plants as sensing devices: the PLEASED experience , 2013, SenSys '13.

[29]  Leonardo Vanneschi,et al.  Predicting Burned Areas of Forest Fires: an Artificial Intelligence Approach , 2015, Fire Ecology.

[30]  Edward J. Rykiel,et al.  Artificial intelligence and expert systems in ecology and natural resource management , 1989 .

[31]  D. Zandbergen “We Are Sensemakers”: The (Anti-)politics of Smart City Co-creation , 2017 .

[32]  Coby L. Needle,et al.  Real‐time spatial management approaches to reduce bycatch and discards: experiences from Europe and the United States , 2015 .

[33]  Matthew Zook,et al.  Beyond the geotag: situating ‘big data’ and leveraging the potential of the geoweb , 2013 .

[34]  Harriet Bulkeley,et al.  Reconfiguring environmental governance: Towards a politics of scales and networks , 2005 .

[35]  Jim Thatcher,et al.  Big Data, Big Questions| Living on Fumes: Digital Footprints, Data Fumes, and the Limitations of Spatial Big Data , 2014 .

[36]  D. Baird,et al.  Biomonitoring for the 21st Century: new perspectives in an age of globalisation and emerging environmental threats , 2013 .

[37]  Sean Cubitt,et al.  Finite media: environmental implications of digital technologies , 2016, Transnational Screens.

[38]  Shaun Williams,et al.  The 'politics of possibility' , 2015 .

[39]  L. Joppa The case for technology investments in the environment , 2017, Nature.

[40]  Rebecca Lave,et al.  The Future of Environmental Expertise , 2015 .

[41]  Ian Graham,et al.  Hacker science versus closed science: building environmental monitoring infrastructure , 2014 .

[42]  Shunji Murai Can we predict earthquakes with GPS data? , 2010, Int. J. Digit. Earth.

[43]  Grégoire Dubois,et al.  Open-source mapping and services for Web-based land-cover validation , 2013, Ecol. Informatics.

[44]  Peter Fox,et al.  Changing the Equation on Scientific Data Visualization , 2011, Science.

[45]  Caitlin D Cottrill,et al.  Location Privacy: Who Protects? , 2011 .

[46]  Paul Jepson,et al.  Nature apps: Waiting for the revolution , 2015, Ambio.

[47]  A Specht,et al.  Data management challenges in analysis and synthesis in the ecosystem sciences. , 2015, The Science of the total environment.

[48]  Nicole Starosielski,et al.  The Undersea Network , 2015 .

[49]  Huadong Guo China's Earth observing satellites for building a Digital Earth , 2012, Int. J. Digit. Earth.

[50]  Neil Gunningham,et al.  Next-Generation Environmental Regulation: Law, Regulation, and Governance , 2016 .

[51]  H. Pötzsch The Emergence of iBorder: Bordering Bodies, Networks, and Machines , 2015 .

[52]  Doris Dransch,et al.  Challenges and strategies for the visual exploration of complex environmental data , 2017, Int. J. Digit. Earth.

[53]  Frederika Welle Donker,et al.  How to assess the success of the open data ecosystem? , 2017, Int. J. Digit. Earth.

[54]  Max Ritts,et al.  Amplifying Environmental Politics: Ocean Noise , 2017 .

[55]  Elizabeth Swanstrom Animal, Vegetable, Digital: Experiments in New Media Aesthetics and Environmental Poetics , 2016 .

[56]  Joanne C. White,et al.  Integrating Landsat pixel composites and change metrics with lidar plots to predictively map forest structure and aboveground biomass in Saskatchewan, Canada , 2016 .

[57]  Terence L. van Zyl,et al.  The Sensor Web: systems of sensor systems , 2009, Int. J. Digit. Earth.

[58]  David Murakami Wood What is global surveillance? Towards a relational political economy of the global surveillant assemblage , 2013 .

[59]  Stephen J. Walsh,et al.  Science and Conservation in the Galapagos Islands: Frameworks & Perspectives , 2013 .

[60]  R. Hinde,et al.  The Possibility of Cooperation@@@Cooperation: The Basis of Sociability.@@@Cooperation and Prosocial Behavior.@@@Governing the Commons: The Evolution of Institutions for Collective Action. , 1990 .

[61]  Chris Hope,et al.  Environmental information for all : The need of a monthly index , 1990 .

[62]  Richard M. Lucas,et al.  Challenges and opportunities in harnessing satellite remote-sensing for biodiversity monitoring , 2015, Ecol. Informatics.

[63]  William K. Michener,et al.  Ecological data sharing , 2015, Ecol. Informatics.

[64]  W. Adams,et al.  Digital technology and the conservation of nature , 2015, Ambio.

[65]  Deborah L. McGuinness,et al.  Semantic eScience for Ecosystem Understanding and Monitoring: The Jefferson Project Case Study , 2014 .

[66]  Chih-Yuan Huang,et al.  The Open Geospatial Consortium Sensor Web PivotViewer: an innovative tool for worldwide sensor web resource discovery , 2014, Int. J. Digit. Earth.

[67]  Kate M. Miltner,et al.  Critiquing Big Data: Politics, Ethics, Epistemology , 2014 .

[68]  M. Goodchild Citizens as sensors: the world of volunteered geography , 2007 .

[69]  Almo Farina,et al.  Ecoacoustics: The Ecological Role of Sounds , 2017 .

[70]  M. Mahony,et al.  The predictive state: Science, territory and the future of the Indian climate , 2014, Social studies of science.

[71]  John H. Porter,et al.  A Brief History of Data Sharing in the U.S. Long Term Ecological Research Network , 2010 .

[72]  Gulraiz Akhter,et al.  Integrated geoscience databanks for interactive analysis and visualization , 2011 .

[73]  Ming-Hsiang Tsou,et al.  Social media analytics and research testbed (SMART): Exploring spatiotemporal patterns of human dynamics with geo-targeted social media messages , 2016, Big Data Soc..

[74]  Matthew Zook,et al.  The 'Actually Existing Smart City' , 2015 .

[75]  Markus Neteler,et al.  Open data and open source for remote sensing training in ecology , 2017, Ecological Informatics.

[76]  Duccio Rocchini,et al.  Advancing species diversity estimate by remotely sensed proxies: A conceptual review , 2015, Ecol. Informatics.

[77]  Joshua A. Lewis,et al.  Toward a political ecology of infrastructure standards: Or, how to think about ships, waterways, sediment, and communities together , 2017 .

[78]  Gary R. Weckman,et al.  Using artificial intelligence for CyanoHAB niche modeling: discovery and visualization of Microcystis–environmental associations within western Lake Erie , 2014 .

[79]  N. Pettorelli,et al.  Satellite remote sensing for applied ecologists: opportunities and challenges , 2014 .

[80]  Arvind Narayanan,et al.  Semantics derived automatically from language corpora contain human-like biases , 2016, Science.

[81]  C. Sandbrook The social implications of using drones for biodiversity conservation , 2015, Ambio.

[82]  L. Morawska,et al.  The rise of low-cost sensing for managing air pollution in cities. , 2015, Environment international.

[83]  Robert Lanfear,et al.  Public Data Archiving in Ecology and Evolution: How Well Are We Doing? , 2015, PLoS biology.

[84]  Paul Jepson,et al.  Erratum to: Nature apps: Waiting for the revolution , 2015, Ambio.

[85]  Aaron M Ellison,et al.  Repeatability and transparency in ecological research. , 2010, Ecology.

[86]  Lian Pin Koh,et al.  Free and open-access satellite data are key to biodiversity conservation , 2015 .

[87]  Jennifer Gabrys Programming Environments: Environmentality and Citizen Sensing in the Smart City , 2014 .

[88]  Carlo Ratti,et al.  Mobile Landscapes: Using Location Data from Cell Phones for Urban Analysis , 2006 .

[89]  David Vieglais,et al.  Sudden oak death: geographic risk estimates and predictions of origins , 2007 .

[90]  Peter Mooney,et al.  Has OpenStreetMap a role in Digital Earth applications? , 2014, Int. J. Digit. Earth.

[91]  Jason W. Moore Capitalism in the Web of Life: Ecology and the Accumulation of Capital , 2015 .

[92]  Elizabeth Deloughrey,et al.  Satellite Planetarity and the Ends of the Earth , 2014 .

[93]  Jordan W. Smith,et al.  Immersive Virtual Environment Technology to Supplement Environmental Perception, Preference and Behavior Research: A Review with Applications , 2015, International journal of environmental research and public health.

[94]  David B Lindenmayer,et al.  Earth Observation Networks (EONs): Finding the Right Balance. , 2018, Trends in ecology & evolution.

[95]  Jennifer Gabrys,et al.  Just good enough data: Figuring data citizenships through air pollution sensing and data stories , 2016, Big Data Soc..

[96]  Steve Kelling,et al.  Data-intensive science applied to broad-scale citizen science. , 2012, Trends in ecology & evolution.

[97]  C. Clark,et al.  Acoustic masking in marine ecosystems: intuitions, analysis, and implication , 2009 .

[98]  Sarah Barbrow,et al.  Standards and/as Innovation: Protocols, Creativity, and Interactive Systems Development in Ecology , 2015, CHI.

[99]  Benjamin Cashore,et al.  Legitimacy and the Privatization of Environmental Governance: How Non–State Market–Driven (NSMD) Governance Systems Gain Rule–Making Authority , 2002 .

[100]  R. Relyea,et al.  Evolution to environmental contamination ablates the circadian clock of an aquatic sentinel species , 2017, Ecology and evolution.

[101]  R. Sieber Public Participation Geographic Information Systems: A Literature Review and Framework , 2006 .

[102]  Tania L. Insua,et al.  Ocean Networks Canada: From Geohazards Research Laboratories to Smart Ocean Systems , 2014 .

[103]  Stefan Helmreich,et al.  Sounding the Limits of Life: Essays in the Anthropology of Biology and Beyond , 2015 .

[104]  Kevin McGarigal,et al.  The Gradient Paradigm: A conceptual and analytical framework for landscape ecology [Chapter 5] , 2010 .

[105]  S. Graham When Infrastructures Fail , 2010 .

[106]  F. J. Pierce,et al.  Agricultural Automation : Fundamentals and Practices , 2019 .

[107]  Morgan M. Robertson ‡,et al.  The Value of Nature to the State , 2013 .

[108]  Francisco Ascui,et al.  Sensing Reality? New Monitoring Technologies for Global Sustainability Standards , 2017, Global Environmental Politics.

[109]  C. S. Holling,et al.  Resilience, Adaptability and Transformability in Social–ecological Systems , 2004 .

[110]  E. Snyder,et al.  The changing paradigm of air pollution monitoring. , 2013, Environmental science & technology.

[111]  Jun Chen,et al.  Supporting future earth with global geospatial information , 2017, Int. J. Digit. Earth.

[112]  Ann Zimmerman,et al.  New Knowledge from Old Data , 2008 .

[113]  Timothy K. Kratz,et al.  Towards a Global Lake Ecological Observatory Network , 2005 .

[114]  Etienne S Benson,et al.  One infrastructure, many global visions: The commercialization and diversification of Argos, a satellite-based environmental surveillance system , 2012 .

[115]  Katie A. Barnas,et al.  Why is Data Sharing in Collaborative Natural Resource Efforts so Hard and What can We Do to Improve it? , 2014, Environmental Management.

[116]  Matthew B Jones,et al.  Ecoinformatics: supporting ecology as a data-intensive science. , 2012, Trends in ecology & evolution.

[117]  Hao Jiang,et al.  Big Earth Data: a new challenge and opportunity for Digital Earth’s development , 2017, Int. J. Digit. Earth.

[118]  Matthias Drusch,et al.  Sentinel-2: ESA's Optical High-Resolution Mission for GMES Operational Services , 2012 .

[119]  Nicos Komninos,et al.  Intelligent Cities: Innovation, Knowledge Systems and Digital Spaces , 2002 .

[120]  Ate Poorthuis,et al.  The New Political Economy of Geographical Intelligence , 2013, Annals of the Association of American Geographers.

[121]  Monika Ferguson,et al.  Can We Tweet, Post, and Share Our Way to a More Sustainable Society? A Review of the Current Contributions and Future Potential of #Socialmediaforsustainability , 2016 .

[122]  Kathryn Zickuhr,et al.  Who’s Not Online and Why , 2013 .

[123]  Graeme Auld,et al.  Transparency in Nonstate Certification: Consequences for Accountability and Legitimacy , 2010, Global Environmental Politics.

[124]  E. Ostrom,et al.  Connectivity and the Governance of Multilevel Social-Ecological Systems: The Role of Social Capital , 2009 .

[125]  Susana B. Adamo,et al.  Inter- and transdisciplinary approaches to population–environment research for sustainability aims: a review and appraisal , 2013 .

[126]  Allison Carruth,et al.  Environmental Visualization in the Anthropocene: Technologies, Aesthetics, Ethics , 2014 .

[127]  Kenneth W. Abbott,et al.  Navigating the Anthropocene: Improving Earth System Governance , 2012, Science.

[128]  A. Budden,et al.  Big data and the future of ecology , 2013 .

[129]  K. Schwab The Fourth Industrial Revolution , 2013 .

[130]  G. Whitman,et al.  Going With the Flow: Participatory Action Research and River Catchment Management , 2012 .

[131]  J. Rockström,et al.  Future water availability for global food production: The potential of green water for increasing resilience to global change , 2009 .

[132]  Matthew B. Jones,et al.  Challenges and Opportunities of Open Data in Ecology , 2011, Science.

[133]  Ashim Kumar Debnath,et al.  Sustainable, safe, smart—three key elements of Singapore’s evolving transport policies , 2013 .

[134]  Mark Servilla,et al.  Ensuring the quality of data packages in the LTER network data management system , 2016, Ecol. Informatics.

[135]  William K. Michener,et al.  NONGEOSPATIAL METADATA FOR THE ECOLOGICAL SCIENCES , 1997 .

[136]  Michael F. Goodchild,et al.  Please Scroll down for Article International Journal of Digital Earth Crowdsourcing Geographic Information for Disaster Response: a Research Frontier Crowdsourcing Geographic Information for Disaster Response: a Research Frontier , 2022 .

[137]  David C. Coleman,et al.  Big Ecology: The Emergence of Ecosystem Science , 2010 .

[138]  S. Elwood,et al.  New spatial media, new knowledge politics , 2013 .

[139]  M. Kelly,et al.  Citizen Science in the Age of Neogeography: Utilizing Volunteered Geographic Information for Environmental Monitoring , 2012 .

[140]  Z. Liu,et al.  Digital Earth: decadal experiences and some thoughts , 2010, Int. J. Digit. Earth.

[141]  Agnieszka Leszczynski Speculative futures: Cities, data, and governance beyond smart urbanism , 2016 .

[142]  R. Kitchin,et al.  Big Data, new epistemologies and paradigm shifts , 2014, Big Data Soc..

[143]  Jennifer Gabrys,et al.  Program Earth: Environmental Sensing Technology and the Making of a Computational Planet , 2016 .

[144]  Mark John Costello Distinguishing marine habitat classification concepts for ecological data management , 2009 .

[145]  Eka Permanasari,et al.  Asian urbanisms and the privatization of cities , 2012 .

[146]  Sheila Jasanoff,et al.  Technologies of Humility: Citizen Participation in Governing Science , 2003 .

[147]  B. Pirenne,et al.  Challenges, Benefits, and Opportunities in Installing and Operating Cabled Ocean Observatories: Perspectives From NEPTUNE Canada , 2013, IEEE Journal of Oceanic Engineering.

[148]  Geoff O'Brien Finite media: environmental implications of digital technologies , 2017 .

[149]  Rob Kitchin,et al.  What makes Big Data, Big Data? Exploring the ontological characteristics of 26 datasets , 2016, Big Data Soc..

[150]  Maureen G. Reed,et al.  Rescaling environmental governance, rethinking the state: A three-dimensional review , 2010 .

[151]  Sven Schade,et al.  Digital Earth's Nervous System for crisis events: real-time Sensor Web Enablement of Volunteered Geographic Information , 2010, Int. J. Digit. Earth.