Overview | Temperature-Based Models | Quick Start | Loading the Package and Data | Computing ET0 for a Single Day | Computing All 10 Temperature-Based Models at Once | Evaluating Model Performance Against FAO-PM | Visualization | Scatter Plot | Taylor Diagram | Helper Functions | References
Package: ET0TempModels 1.0.0
ET0TempModels: Evapotranspiration Estimation Using Temperature-Based Models
Provides functions to estimate daily reference evapotranspiration (ET0) using 10 temperature-based empirical models, with the Food and Agriculture Organization (FAO) Penman-Monteith method included as the standard reference for model comparison. Includes statistical evaluation metrics, such as Nash-Sutcliffe efficiency (NSE), root mean square error (RMSE), mean absolute error (MAE), and mean bias error (MBE), and visualization tools (scatter plots and Taylor diagrams). Based on Singh et al. (2026) <doi:10.1016/j.ejrh.2026.103925>.
Authors:
ET0TempModels_1.0.0.tar.gz
ET0TempModels_1.0.0.zip(r-4.7-any)ET0TempModels_1.0.0.zip(r-4.6-any)ET0TempModels_1.0.0.zip(r-4.5-any)
ET0TempModels_1.0.0.tgz(r-4.6-any)ET0TempModels_1.0.0.tgz(r-4.5-any)
ET0TempModels_1.0.0.tar.gz(r-4.7-any)ET0TempModels_1.0.0.tar.gz(r-4.6-any)
ET0TempModels_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
ET0TempModels/json (API)
| # Install 'ET0TempModels' in R: |
| install.packages('ET0TempModels', repos = c('https://samirigfri.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/samirigfri/et0tempmodels/issues
Datasets:
- jhansi_weather - Sample Meteorological Data from Jhansi, India
Last updated from:c02bd54a6b. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 103 | ||
| source / vignettes | OK | 182 | ||
| linux-release | OK | 103 | ||
| macos-release | OK | 125 | ||
| macos-oldrel | OK | 175 | ||
| windows-devel | OK | 76 | ||
| windows-release | OK | 77 | ||
| windows-oldrel | OK | 71 | ||
| wasm-release | OK | 79 |
Exports:actual_vapor_pressurecalc_dcalc_maecalc_mbecalc_msecalc_nrmsecalc_nsecalc_rcalc_r2calc_rmsedaylight_hoursdew_point_temperatureet0_baier_robertsonet0_bertiet0_blaney_criddleet0_dorjiet0_droogers_allenet0_fao_pmet0_hargreaves_samaniet0_linacreet0_schendelet0_tabari_talee1et0_tabari_talee2et0_temp_allevaluate_modelsextraterrestrial_radiationlatent_heatnet_radiationplot_annual_barplot_monthly_comparisonplot_scatterplot_taylorpsychrometric_constantsaturation_vapor_pressureslope_vapor_pressuresolar_radiation
Dependencies:
