Now showing items 1-2 of 2

    • Estimating near-surface air temperature across Israel using a machine learning based hybrid approach 

      Zhou, BinORCIDiD; Erell, Evyatar; Hough, IanORCIDiD; Rosenblatt, Jonathan; Just, Allan C.; Novack, Victor; Kloog, Itai (International Journal of Climatology, 2020)
      Rising global temperatures over the last decades have increased heat exposure among populations worldwide. An accurate estimate of the resulting impacts on human health demands temporally explicit and spatially resolved ...
    • Synthetic resampling strategies and machine learning for digital soil mapping in Iran 

      Taghizadeh‐Mehrjardi, Ruhollah; Schmidt, KarstenORCIDiD; Eftekhari, KamranORCIDiD; Behrens, ThorstenORCIDiD; Jamshidi, Mohammad; Davatgar, Naser; Toomanian, Norair; Scholten, ThomasORCIDiD (European Journal of Soil Science, 2020-01-08)
      Most common machine learning (ML) algorithms usually work well on balanced training sets, that is, datasets in which all classes are approximately represented equally. Otherwise, the accuracy estimates may be unreliable ...