Navigating a datascape: challenges in automating environmental data disclosure in China

References

• Bates, Jo, Yu-Wei Lin, and Paula Goodale. 2016. “Data Journeys: Capturing the Socio-Material Constitution of Data Objects and Flows.” Big Data and Society 3 (2): 2053951716654502. doi:10.1177/2053951716654502.
   Web of Science ®Google Scholar
• Borgman, Christine L., Jillian C. Wallis, and Noel Enyedy. 2007. “Little Science Confronts the Data Deluge: Habitat Ecology, Embedded Sensor Networks, and Digital Libraries.” International Journal on Digital Libraries 7 (1-2): 17–30. doi:10.1007/s00799-007-0022-9.
   Google Scholar
• Bowker, Geoffrey C., Karen Baker, Florence Millerand, and David Ribes. 2009. “Toward Information Infrastructure Studies: Ways of Knowing in a Networked Environment.” In International Handbook of Internet Research, edited by J. Hunsinger, L. Klastrup, and M. M. Allen, 97–117. Dordrecht: Springer.
   Google Scholar
• Chessell, Mandy, Ferd Scheepers, Nhan Nguyen, Ruud van Kessel, and Ron van der Starre. 2014. Governing and Managing Big Data for Analytics and Decision Makers. Indianapolis: IBM Corporation.
   Google Scholar
• Dourish, Paul. 2017. The Stuff of Bits: An Essay on the Materialities of Information. Cambridge, MA: MIT Press.
   Google Scholar
• Edwards, Paul N. 2010. A Vast Machine: Computer Models, Climate Data, and the Politics of Global Warming. Cambridge, MA: MIT Press.
   Google Scholar
• Ixchel, Faniel M., and Ann Zimmermann. 2011. “Beyond the Data Deluge: A Research Agenda for Large-Scale Data Sharing and Reuse”. International Journal of Digital Curation 1 (6): 58–68. doi:10.2218/ijdc.v6i1.172.
   Google Scholar
• Goldston, David. 2008. “Big Data: Data Wrangling.” Nature 455 (7209): 15–15. doi:10.1038/455015a.
   PubMed Web of Science ®Google Scholar
• Günther, Oliver. 2013. Environmental Information Systems. New York: Springer.
   Google Scholar
• Gupta, Aarti, and Michael Mason. 2016. “Disclosing or Obscuring? The Politics of Transparency in Global Climate Governance.” Current Opinion in Environmental Sustainability 18: 82–90. doi:10.1016/j.cosust.2015.11.004.
   Web of Science ®Google Scholar
• Hamilton, J. T. 1995. “Pollution as News: Media and Stock-Market Reactions to the Toxics Release Inventory Data.” Journal of Environmental Economics and Management 28 (1): 98–113. doi:10.1006/jeem.1995.1007.
   Web of Science ®Google Scholar
• Hine, C. 2006. “Databases as Scientific Instruments and Their Role in the Ordering of Scientific Work.” Social Studies of Science 36 (2): 269–298. doi:10.1177/0306312706054047.
   Web of Science ®Google Scholar
• Hsu, Angel. 2013. “Limitations and Challenges of Provincial Environmental Protection Bureaus in China's Environmental Data Monitoring, Reporting and Verification.” Environmental Practice 15 (3): 280–292. doi:10.1017/S146604661300032X.
   Google Scholar
• Hsu, Angel, Chendan Yan, and Yaping Cheng. 2017. Addressing Gaps in China’s Environmental Data: The Existing Landscape. Retrieved from: http://datadriven.yale.edu/wp-content/uploads/2017/01/ThirdWave_Data_Gap_Analysis_Final.pdf.
   Google Scholar
• Hsu, Angel, Yi Yeo, and Amy Weinfurter. 2019. “Emerging Digital Environmental Governance in China: The Case of Black and Smelly Waters.” Journal of Environmental Policy and Planning doi:10.1080/1523908X.2019.1654365.
   Web of Science ®Google Scholar
• Iliadis, Andrew, and Federica Russo. 2016. “Critical Data Studies: An Introduction.” Big Data and Society 3 (2). doi:10.1177/2053951716674238.
   Web of Science ®Google Scholar
• Kashyap, Vipul, and Amit Sheth. 1998. “Semantic Heterogeneity in Global Information Systems: The Role of Metadata, Context and Ontologies.” In Cooperative Information Systems: Current Trends and Directions, edited by M. Papazoglou and S. Schlageter, 139–178. London: Academic Press.
   Google Scholar
• Kostka, Genia, and Jonas Nahm. 2017. “Central–Local Relations: Recentralization and Environmental Governance in China.” The China Quarterly 231: 567–582. doi:10.1017/S0305741017001011.
   Web of Science ®Google Scholar
• Langley, Paul. 2001. “Transparency in the Making of Global Environmental Governance.” Global Society 15 (1): 73–92. doi:10.1080/13600820123590.
   Google Scholar
• Leonelli, Sabina. 2009. “On the Locality of Data and Claims about Phenomena.” Philosophy of Science 76 (5): 737–749. doi:10.1086/605804.
   Web of Science ®Google Scholar
• Leonelli, S. 2013. “Integrating Data to Acquire New Knowledge: Three Modes of Integration in Plant Science.” Studies in History and Philosophy of Science Part C: Studies in History and Philosophy of Biological and Biomedical Sciences 44 (4): 503–514. doi:10.1016/j.shpsc.2013.03.020.
   PubMedGoogle Scholar
• Li, Songnian, Suzana Dragicevic, Francesc Antón Castro, Monika Sester, Stephan Winter, Arzu Coltekin, Christopher Pettit, Bin Jiang, James Haworth, Alfred Stein., et al. 2016. “Geospatial Big Data Handling Theory and Methods: A Review and Research Challenges.” ISPRS Journal of Photogrammetry and Remote Sensing 115: 119–133. doi:10.1016/j.isprsjprs.2015.10.012.
   Web of Science ®Google Scholar
• Kitchin, Rob. 2014. “Big Data, New Epistemologies and Paradigm Shifts.” Big Data and Society 1 (1): 1–12. doi:10.1177/2053951714528481.
   Google Scholar
• Michener, W. K., and M. B. Jones. 2012. “Ecoinformatics: Supporting Ecology as a Data-Intensive Science.” Trends in Ecology and Evolution 27 (2): 85–93. doi:10.1016/j.tree.2011.11.016.
   PubMed Web of Science ®Google Scholar
• Mol, Arthur P. J. 2008. Environmental Reform in the Information Age: The Contours of Informational Governance. Cambridge: Cambridge University Press.
   Google Scholar
• Mol, Arthur P. J., Guizhen He, and Lei Zhang. 2011. “Information Disclosure in Environmental Risk Management: Developments in China.” Journal of Current Chinese Affairs 40 (3): 163–192. doi:10.1177/186810261104000307.
   Google Scholar
• Porter, J. H., P. C. Hanson, and C. C. Lin. 2012. “Staying Afloat in the Sensor Data Deluge.”Trends in Ecology and Evolution 27 (2): 121–129. doi:10.1016/j.tree.2011.11.009.
   PubMed Web of Science ®Google Scholar
• Shapiro, Judith. 2016. China’s Environmental Challenges. Hoboken, NJ: John Wiley and Sons.
   Google Scholar
• Star, Susan Leigh, and Karen Ruhleder. 1994. “Steps Towards an Ecology of Infrastructure: Complex Problems in Design and Access for Large-Scale Collaborative Systems.” In Proceedings of the 1994 ACM Conference on Computer Supported Cooperative Work, 253–264. New York: ACM. doi:10.1145/192844.193021.
   Google Scholar
• Tarantino, Matteo, and Basile Zimmermann. 2017. “Database Green: Software, Environmentalism and Data FLows in China.” The China Quarterly 217 (3): 205–217. doi:10.1017/S0305741016001600.
   Web of Science ®Google Scholar
• Terrizzano, Ignacio, Peter Schwarz, Mary Roth, and John E. Colino. 2015. “Data Wrangling: The Challenging Journey from the Wild to the Lake.” Paper presented at the 7th Biennial Conference on Innovative Data Systems Research (CIDR ’15) Asilomar, CA, January 4–7.
   Google Scholar
• Vitolo, C., Y. Elkhatib, D. Reusser, C. J. A. Macleod, and W. Buytaert. 2015. “Web Technologies for Environmental Big Data.” Environmental Modelling and Software 63: 185–198.
   Web of Science ®Google Scholar
• Yang, Qiang, and Xindong Wu. 2006. “10 Challenging Problems in Data Mining Research.” International Journal of Information Technology and Decision Making 5 (04): 597–604. doi:10.1142/S0219622006002258.
   Web of Science ®Google Scholar
• Zhang, L., Arthur, P. J. Mol, G. He, and Y. Lu. 2010. “An Implementation Assessment of China's Environmental Information Disclosure Decree.” Journal of Environmental Sciences 22 (10): 1649–1656. doi:10.1016/S1001-0742(09)60302-8.
   Web of Science ®Google Scholar
• Zhang, Lei, Arthur P. J. Mol, and Guizhen He. 2016. “Transparency and Information Disclosure in China's Environmental Governance.” Current Opinion in Environmental Sustainability 18: 17–24. doi:10.1016/j.cosust.2015.03.009.
   Web of Science ®Google Scholar
• Zimmermann, Basile. 2015. Waves and Forms: Electronic Music Devices and Computer Encodings in China. Cambridge, MA: MIT Press.
   Google Scholar