Big data and the future of ecology

The need for sound ecological science has escalated alongside the rise of the information age and “big data” across all sectors of society. Big data generally refer to massive volumes of data not readily handled by the usual data tools and practices and present unprecedented opportunities for advancing science and inform- ing resource management through data-intensive approaches. The era of big data need not be propelled only by “big science” – the term used to describe large-scale efforts that have had mixed success in the individual-driven culture of ecology. Collectively, ecologists already have big data to bolster the scientific effort – a large volume of distributed, high-value information – but many simply fail to contribute. We encourage ecologists to join the larger scientific community in global initiatives to address major scientific and societal problems by bringing their distributed data to the table and harnessing its collective power. The scientists who contribute such information will be at the forefront of socially relevant science – but will they be ecologists?

[1]  Duncan N. L. Menge,et al.  Gauging the impact of meta-analysis on ecology , 2012, Evolutionary Ecology.

[2]  Stephanie E. Hampton,et al.  Collaboration and Productivity in Scientific Synthesis , 2011 .

[3]  Erik Stokstad,et al.  Network science. Open-source ecology takes root across the world. , 2011, Science.

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

[5]  John Kunze,et al.  DataONE: Data Observation Network for Earth - Preserving Data and Enabling Innovation in the Biological and Environmental Sciences , 2011, D Lib Mag..

[6]  David N. Bonter,et al.  Citizen Science as an Ecological Research Tool: Challenges and Benefits , 2010 .

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

[8]  E. Aronova,et al.  Big Science and Big Data in Biology: From the International Geophysical Year through the International Biological Program to the Long Term Ecological Research (LTER) Network, 1957––Present , 2010 .

[9]  V. Bala Chaudhary,et al.  Advancing Synthetic Ecology: A Database System to Facilitate Complex Ecological Meta-Analyses , 2010 .

[10]  Steve Kelling,et al.  Data-Intensive Science: A New Paradigm for Biodiversity Studies , 2009 .

[11]  Mark John Costello.  Motivating Online Publication of Data , 2009 .

[12]  Matthew Jones,et al.  Some Simple Guidelines for Effective Data Management , 2009 .

[13]  Christine L. Borgman,et al.  The Digital Future is Now: A Call to Action for the Humanities , 2009, Digit. Humanit. Q..

[14]  P. Bryan Heidorn,et al.  Shedding Light on the Dark Data in the Long Tail of Science , 2008, Libr. Trends.

[15]  Bruno J. Strasser,et al.  GenBank--Natural History in the 21st Century? , 2008, Science.

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

[17]  William W. Hargrove,et al.  A continental strategy for the National Ecological Observatory Network , 2008 .

[18]  David Maier,et al.  Scientific Exploration in the Era of Ocean Observatories , 2008, Computing in Science & Engineering.

[19]  Noel Enyedy,et al.  Little science confronts the data deluge: habitat ecology, embedded sensor networks, and digital libraries , 2007, International Journal on Digital Libraries.

[20]  Ann Zimmerman,et al.  Not by metadata alone: the use of diverse forms of knowledge to locate data for reuse , 2007, International Journal on Digital Libraries.

[21]  Deborah Estrin,et al.  New Approaches in Embedded Networked Sensing for Terrestrial Ecological Observatories , 2007 .

[22]  Heather A. Piwowar,et al.  Sharing Detailed Research Data Is Associated with Increased Citation Rate , 2007, PloS one.

[23]  Bertram Ludäscher,et al.  A knowledge environment for the biodiversity and ecological sciences , 2007, Journal of Intelligent Information Systems.

[24]  Shawn Bowers,et al.  The New Bioinformatics: Integrating Ecological Data from the Gene to the Biosphere , 2006 .

[25]  M. Noor,et al.  Data Sharing: How Much Doesn't Get Submitted to GenBank? , 2006, PLoS biology.

[26]  M. Pace,et al.  In a Nutshell: Ecological Science and Sustainability for the 21st Century Reviews Reviews Reviews , 2022 .

[27]  Ann S. Zimmerman,et al.  DATA SHARING AND SECONDARY USE OF SCIENTIFIC DATA: EXPERIENCES OF ECOLOGISTS , 2003 .

[28]  Sylvia J. Spengler,et al.  Bioinformatics in the Information Age , 2000, Science.

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

[30]  K. Dunbar.  HOW SCIENTISTS REALLY REASON: SCIENTIFIC REASONING IN REAL-WORLD LABORATORIES , 1995 .

[31]  Chunglin Kwa,et al.  Representations of Nature Mediating Between Ecology and Science Policy: The Case of the International Biological Programme , 1987 .

[32]  D. Price.  Little Science, Big Science , 1965 .

[33]  A. Weinberg.  Impact of Large-Scale Science on the United States: Big science is here to stay, but we have yet to make the hard financial and educational choices it imposes. , 1961, Science.