When using RainTyrol in publications, please cite both the RainTyrol package and the data sources:

To cite the R package RainTyrol please use:

Schlosser L, Hothorn T, Stauffer R, Zeileis A (2019). “Distributional Regression Forests for Probabilistic Precipitation Forecasting in Complex Terrain.” The Annals of Applied Statistics, 13(3), 1564–1589. doi:10.1214/19-AOAS1247.

To cite the data (covariates), please use:

Hamill TM, Bates GT, Whitaker JS, Murray DR, Fiorino M, Galarneau Jr. TJ, Zhu Y, Lapenta W (2013). “NOAA's Second-Generation Global Medium-Range Ensemble Reforecast Dataset.” Bulletin of the American Meteorological Society, 94(10), 1553–1565. doi:10.1175/BAMS-D-12-00014.1.

To cite the data (observations), please use:

BMLFUW (2016). “Bundesministerium für Land und Forstwirtschaft, Umwelt und Wasserwirtschaft (BMLFUW), Abteilung IV/4 – Wasserhaushalt.” Accessed: 2016-02-29, http://ehyd.gv.at/.

To cite the data used for the map, please use:

Robinson N, Regetz J, Guralnick RP (2014). “EarthEnv-DEM90: A Nearly-Global, Void-Free, Multi-Scale Smoothed, 90m Digital Elevation Model From Fused ASTER and SRTM Data.” ISPRS Journal of Photogrammetry and Remote Sensing, 87, 57–67. ISSN 0924-2716. doi:10.1016/j.isprsjprs.2013.11.002.

Corresponding BibTeX entries:

  @Article{,
    title = {Distributional Regression Forests for Probabilistic
      Precipitation Forecasting in Complex Terrain},
    author = {Lisa Schlosser and Torsten Hothorn and Reto Stauffer and
      Achim Zeileis},
    journal = {The Annals of Applied Statistics},
    year = {2019},
    volume = {13},
    number = {3},
    pages = {1564--1589},
    doi = {10.1214/19-AOAS1247},
  }

  @Article{,
    title = {{NOAA}'s Second-Generation Global Medium-Range Ensemble
      Reforecast Dataset},
    author = {Thomas M. Hamill and Gary T. Bates and Jeffrey S.
      Whitaker and Donald R. Murray and Michael Fiorino and Thomas J.
      {Galarneau Jr.} and Yuejian Zhu and William Lapenta},
    year = {2013},
    journal = {Bulletin of the American Meteorological Society},
    volume = {94},
    number = {10},
    pages = {1553--1565},
    doi = {10.1175/BAMS-D-12-00014.1},
  }

  @Misc{,
    title = {{B}undesministerium f\"ur {L}and und {F}orstwirtschaft,
      {U}mwelt und {W}asserwirtschaft ({BMLFUW}), {A}bteilung {IV/4} --
      {W}asserhaushalt},
    author = {{BMLFUW}},
    year = {2016},
    url = {http://ehyd.gv.at/},
    note = {Accessed: 2016-02-29},
  }

  @Article{,
    title = {{E}arth{E}nv-{DEM90}: A Nearly-Global, Void-Free,
      Multi-Scale Smoothed, 90m Digital Elevation Model From Fused
      {ASTER} and {SRTM} Data},
    author = {Natalie Robinson and James Regetz and Robert P.
      Guralnick},
    year = {2014},
    journal = {ISPRS Journal of Photogrammetry and Remote Sensing},
    volume = {87},
    pages = {57--67},
    doi = {10.1016/j.isprsjprs.2013.11.002},
    issn = {0924-2716},
  }