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tools:cstools [2019/11/28 17:35]
nperez created 		tools:cstools [2020/09/04 16:00] (current)
nperez
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 THE MEDSCOPE TOOLBOX, CSTools, also includes results of user engagement meetings, instructions for users, examples of sectoral applications, and much other contents. THE MEDSCOPE TOOLBOX, CSTools, also includes results of user engagement meetings, instructions for users, examples of sectoral applications, and much other contents.
  
 +Find video tutorials for
 +  * [[https://youtu.be/cm34qT1xhvM|Introduction to CSTools]]
 +  * [[https://youtu.be/brxrgtvfT5I|Installation]]
 +  * [[https://youtu.be/71pa6d4Y2ek|Data loading]]
 +  * [[https://youtu.be/qVXv-6FxDOU|Identify the best system for a region]]
 +  * [[https://youtu.be/lkkqw467yL4|Calibration]]
 +  * [[https://youtu.be/YmAfUhxyL7o|Probabilistic forecast]]
 +  * [[https://youtu.be/v7JElzv1Vm4|Downscaling Precipitation]]
 +  * [[https://youtu.be/otRai-Y-VTI|Improving forecast skill]]
 +  * [[https://youtu.be/9fs_1FNnLJM|Creating forecast scenarios]]
  
 CSTools is an R package and a preliminary version is publicly available on CRAN repository https://CRAN.R-project.org/package=CSTools. This tool, thought to assess the skill of Climate forecasts on seasonal-to-decadal timescales, exploits dynamical seasonal forecasts in order to provide information relevant to stakeholders at the seasonal timescale. The package contains process-based methods for forecast calibration, bias correction, statistical and stochastic downscaling, optimal forecast combination and multivariate verification, as well as basic and advanced tools to obtain tailored products (Table 1). CSTools is an R package and a preliminary version is publicly available on CRAN repository https://CRAN.R-project.org/package=CSTools. This tool, thought to assess the skill of Climate forecasts on seasonal-to-decadal timescales, exploits dynamical seasonal forecasts in order to provide information relevant to stakeholders at the seasonal timescale. The package contains process-based methods for forecast calibration, bias correction, statistical and stochastic downscaling, optimal forecast combination and multivariate verification, as well as basic and advanced tools to obtain tailored products (Table 1).
  
 Table 1: Summary of the currently included functions. Table 1: Summary of the currently included functions.
-{{:tools:cstools.png?400|}}+ 
 +{{:tools:cstools.png?600|}} 
  
 The package includes the description of each individual function through the typical R channels, including the pdf document and an overview of the package is also available in a poster format here. The package includes the description of each individual function through the typical R channels, including the pdf document and an overview of the package is also available in a poster format here.
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 *an instructive tutorial demonstrating practical uses of the software with the discussion of the interpretation of the results. *an instructive tutorial demonstrating practical uses of the software with the discussion of the interpretation of the results.
  
-====== How to use it ======+===== How to use it =====
  
  
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-===== How to cite =====+===== How to cite =====  
  
  
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 Nuria Perez-Zanon, Louis-Philippe Caron, Carmen Alvarez-Castro, Jost von Hardenberg, Llorenç LLedo, Nicolau Manubens, Eroteida Sanchez-Garcia, Bert van Schaeybroeck, Veronica Torralba and Deborah Verfaillie (2019). CSTools: Assessing Skill of Climate Forecasts on Seasonal-to-Decadal Timescales. R package version 2.0.0. https://CRAN.R-project.org/package=CSTools Nuria Perez-Zanon, Louis-Philippe Caron, Carmen Alvarez-Castro, Jost von Hardenberg, Llorenç LLedo, Nicolau Manubens, Eroteida Sanchez-Garcia, Bert van Schaeybroeck, Veronica Torralba and Deborah Verfaillie (2019). CSTools: Assessing Skill of Climate Forecasts on Seasonal-to-Decadal Timescales. R package version 2.0.0. https://CRAN.R-project.org/package=CSTools
  
-==== Contact details ====+===== Contact details  =====
  
  
 For further questions contact the coordinators of the package: For further questions contact the coordinators of the package:
  
-Núria Pérez-Zanón  Louis-Phillipe Caron  +Núria Pérez-Zanón 
-(Postdoctoral researcher)  (Research scientist) +(Postdoctoral researcher)     
-nuria.perez at bsc.es louis-philippe.caron at bsc.es+nuria.perez at bsc.es   
  
 +Louis-Phillipe Caron 
 +(Research scientist)
 +louis-philippe.caron at bsc.es
  
 +===== Meetings and Conferences ===== 
  
 The package was recently showcased at the following events: The package was recently showcased at the following events:
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 +===== Extra =====
  
 +Information to add a function to CSTools and how the functions work can be found in this {{ :tools:cstools_functionintegration.pdf | slides}}.
tools/cstools.1574962522.txt.gz · Last modified: 2019/11/28 17:35 by nperez

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