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Selection: Mitchell:T [2 articles] 

Publications by author Mitchell:T.
 

What can machine learning do? Workforce implications

  
Science, Vol. 358, No. 6370. (22 December 2017), pp. 1530-1534, https://doi.org/10.1126/science.aap8062

Abstract

Digital computers have transformed work in almost every sector of the economy over the past several decades (1). We are now at the beginning of an even larger and more rapid transformation due to recent advances in machine learning (ML), which is capable of accelerating the pace of automation itself. However, although it is clear that ML is a “general purpose technology,” like the steam engine and electricity, which spawns a plethora of additional innovations and capabilities (2), there is no ...

 

Ecosystem service supply and vulnerability to global change in Europe

  
Science, Vol. 310, No. 5752. (25 November 2005), pp. 1333-1337, https://doi.org/10.1126/science.1115233

Abstract

Global change will alter the supply of ecosystem services that are vital for human well-being. To investigate ecosystem service supply during the 21st century, we used a range of ecosystem models and scenarios of climate and land-use change to conduct a Europe-wide assessment. Large changes in climate and land use typically resulted in large changes in ecosystem service supply. Some of these trends may be positive (for example, increases in forest area and productivity) or offer opportunities (for example, “surplus land” ...

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Integrated Natural Resources Modelling and Management - Meta-information Database. http://mfkp.org/INRMM/author/Mitchell:T

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