GitHub - emf-creaf/medfateland: Functions to simulate hydrology, forest functioning and dynamics over landscapes (original) (raw)
Mediterranean landscape simulation
Introduction
The R package medfateland has been designed to extend the capabilities of packagemedfate to a spatially-explicit context. It allows running the stand-level models available in medfate on points and cells within landscape or region, including the possibility of parallelization. Additionally, medfateland allows considering seed dispersal and lateral water transfer processes in forested watersheds. Hence, medfateland can be used as a tool for eco-hydrological applications.
Package installation
Since both packages evolve together, installing medfateland normally requires an up-to-date version ofmedfate.
Package medfateland can be found atCRAN, where it is updated every few months. Installation from CRAN can be done via:
install.packages("medfateland")
Users can also download and install the latest stable versions GitHub as follows (required package remotes
should be installed/updated first):
remotes::install_github("emf-creaf/medfateland")
Documentation
A number of vignettes illustrate how to initialize inputs and run simulation models in medfateland. These can be found at the packagewebsite. The user is also advised to read the articles included inmedfate.
A complete documentation of both packages, including a reference book, can be found at https://emf-creaf.github.io/medfatebook/index.html.
Companion R packages
The modelling tools included in medfate and medfateland are closely developed with another package:
- Package traits4modelsprovides functions to help creating species parameter inputs for process-based models such as those in for medfate andmedfateland functions.
Two other R packages complete the simulation framework, but can be used for many other purposes beyond forest modelling:
- Package meteoland allows generating daily weather input for simulation models in medfateand medfateland. Package meteoland is a dependency formedfate and medfateland, but can be used independently to obtain daily weather data.
- Package forestablesallows reading and harmonizing forest inventory data to a common data structure. Initialization workflows in medfateland can use data from forestables, but the data structures of the package can be used for many studies beyond modelling.
The relationships between the five packages are illustrated in the figure below, where black arrows indicate package dependencies and gray arrows indicate model parameter or data provision.
Authorship
Package medfateland is developed and maintained by the Ecosystem Modelling Facility unit atCREAF (in Spain), in close collaboration with researchers fromURFM-INRAE(in France) and CTFC (in Spain).
Funding
- Research project: Boosting process-based models to project forest dynamics and associated ecosystem services at stand-to-regional scales (BOMFORES). Financial Entity: Ministerio de Ciencia e Innovación (PID2021-126679OB-I00). Duration from: 01/09/2022 to: 31/08/2024. PI: Miquel De Cáceres.
- Research project: Improving the modelling of key forest dynamic processes to forecast long-term changes in Mediterranean forests under climate change (IMPROMED). Financial Entity: Ministerio de Ciencia e Innovación (PID2023-152644NB-I00). Duration from: 01/09/2024to: 31/08/2025. PI: Miquel De Cáceres/Josep Mª Espelta.