Harnessing the power of big data: infusing the scientific method with machine learning to transform ecology

Taking the pulse of a continent: expanding site-based research infrastructure for regional- to continental-scale ecology

(2014) Debra P. C. Peters et al.   Ecosphere

Big data and the future of ecology

(2013) Stephanie E Hampton et al.   FRONTIERS IN ECOLOGY AND THE ENVIRONMENT

Mechanisms of grass response in grasslands and shrublands during dry or wet periods

(2013) Debra P. C. Peters et al.   OECOLOGIA

Big Data Opportunities for Global Infectious Disease Surveillance

(2013) Simon I. Hay et al.   PLOS MEDICINE

Environmental Informatics

(2012) James E. Frew et al.   Annual Review of Environment and Resources

Studying Biodiversity: Is a New Paradigm Really Needed?

(2012)   BIOSCIENCE

Advances in global change research require open science by individual researchers

(2012) Elizabeth M. Wolkovich et al.   GLOBAL CHANGE BIOLOGY

Ecoinformatics: supporting ecology as a data-intensive science

(2012) William K. Michener et al.   TRENDS IN ECOLOGY & EVOLUTION

Top 40 Priorities for Science to Inform US Conservation and Management Policy

(2011) Erica Fleishman et al.   BIOSCIENCE

Ecological forecasting and data assimilation in a data-rich era

(2011) Yiqi Luo et al.   ECOLOGICAL APPLICATIONS

Directional climate change and potential reversal of desertification in arid and semiarid ecosystems

(2011) Debra P. C. Peters et al.   GLOBAL CHANGE BIOLOGY

Terrestrial ecosystems from space: a review of earth observation products for macroecology applications

(2011) Marion Pfeifer et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

High-energy physics: Down the petabyte highway

(2011) Geoff Brumfiel   NATURE

Big data, but are we ready?

(2011) Oswaldo Trelles et al.   NATURE REVIEWS GENETICS

The Fourth Paradigm: Data-Intensive Scientific Discovery [Point of View]

(2011) Kristin M. Tolle et al.   PROCEEDINGS OF THE IEEE

Challenges and Opportunities

(2011)   SCIENCE

Ensuring the Data-Rich Future of the Social Sciences

(2011) G. King   SCIENCE

Challenges and Opportunities of Open Data in Ecology

(2011) O. J. Reichman et al.   SCIENCE

Staying afloat in the sensor data deluge

(2011) John H. Porter et al.   TRENDS IN ECOLOGY & EVOLUTION

Evolutionary informatics: unifying knowledge about the diversity of life

(2011) Cynthia S. Parr et al.   TRENDS IN ECOLOGY & EVOLUTION

HyQue: evaluating hypotheses using Semantic Web technologies

(2011) Alison Callahan et al.   Journal of Biomedical Semantics

Empowering 21st Century Biology

(2010) Gene E. Robinson et al.   BIOSCIENCE

Counterpoint: Data first

(2010) Todd Golub   NATURE

Point: Hypotheses first

(2010) Robert Weinberg   NATURE

Accessible ecology: synthesis of the long, deep, and broad

(2010) Debra P.C. Peters   TRENDS IN ECOLOGY & EVOLUTION

Data-intensive Science: A New Paradigm for Biodiversity Studies

(2009) Steve Kelling et al.   BIOSCIENCE

One Hundred Questions of Importance to the Conservation of Global Biological Diversity

(2009) W. J. SUTHERLAND et al.   CONSERVATION BIOLOGY

Detecting influenza epidemics using search engine query data

(2008) Jeremy Ginsberg et al.   NATURE