Landscape Meteorology Tools

meteoland package provides functions to estimate daily weather variables (temperature, realtive humidity, precipitation...) over landscapes, by means of interpolation and statistical corrections.

Here you will learn how to use the meteoland R package to interpolate weather from meteorological stations data, and to downscale/correct predictions resulting from regional climate models

In addition, an interactive shiny app is provided to illustrate the package capabilities, using the Catalan region as an example.

Grid mode selected.

Please provide the upper left coordinates and the bottom right coordinates of the desired grid.

Coordinates input must be in latitude/logitude Mercator projection, in decimal format

Selected points:


Relative Humidity

Precipitation & PET

Grid Plot

Grid Plot

Grid Plot


Selected point topographic info:


This web-based service has been develop by the Vegetation Modeling Group at Forest Sciences Centre of Catalonia (CTFC), in collaboration with the Center for Ecological Research and Forestry Applications (CREAF):

  • Idea and conceptual design: Miquel de Cáceres (CTFC-CEMFOR/CREAF), Víctor Granda (CTFC-CEMFOR) & Antoine Cabon (CTFC-CEMFOR/CREAF).

  • Package development: Miquel De Cáceres (CTFC-CEMFOR/CREAF), Antoine Cabon (CTFC-CEMFOR/CREAF), Nicolas Martin StPaul (INRA) & Víctor Granda (CTFC-CEMFOR).

  • User interface: Víctor Granda (CTFC-CEMFOR).

  • Contact: Miquel De Cáceres (

Data sources

Funding projects

  • Project grants: FORESTCAST Project (CGL2014-59742-C2-2-R, Ministerio de Economía y Ciencia).

  • Fellowships: RYC-2012-11109 to M. De Cáceres (Ministerio de Economía y Ciencia).


The data offered in this website is the result of modelling exercises and the accuracy of results may be impaired by several factors, like inaccuracies of input data, inappropriate model design or parameterization. Users should be aware of all these limitations when using the data offered here. We decline all responsibility for how the data in this website is used by third parties.

Vegetation Modeling Group Forest Sciences Centre of Catalonia (CTFC) Centre of Ecological Research and Forest Applications (CREAF)