Package: STCYP 1.0.0
Yongkun Li
STCYP: Spatio-Temporal Crop Yield Prediction
Provides crop yield and meteorological data for Ontario, Canada. Includes functions for fitting and predicting data using spatio-temporal models, as well as tools for visualizing the results. The package builds upon existing R packages, including 'copula' (Hofert et al., 2025) <doi:10.32614/CRAN.package.copula>, and 'bsts' (Scott, 2024) <doi:10.32614/CRAN.package.bsts>.
Authors:
STCYP_1.0.0.tar.gz
STCYP_1.0.0.tar.gz(r-4.7-any)STCYP_1.0.0.tar.gz(r-4.6-any)
STCYP_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
STCYP/json (API)
| # Install 'STCYP' in R: |
| install.packages('STCYP', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Datasets:
- copula_list - Supported copula types
- data - Real crop yield and meteorological data of 24 regions for Ontario, Canada from 1950 to 2022 and anticipated data from 2023 to 2100.
- dt - Selected data from year 1950 to 2022 and covariates including txgt27, tr18, cddcold, txgt29, and tnmean for case study.
- init_params_full - Initial Parameters for 3D Pseudo-Loglikelihood Estimation
- medoid_names - List containing Chatham-Kent, Lambton, and Wellington
- n_test - 19
- n_train - 54
- time - 1950-2022
- time_test - 2004-2022
- time_train - 1950-2003
- u - Pseudo-Observations of BSTS Residuals for Crop Yield Forecasting
- y_test - Crop Yield Data for Testing in BSTS Models
- y_train - Crop Yield Training Matrix
- z_test - Standardized Covariates
- z_train - Standardized Covariates
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:725be8dee4. Checks:4 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 190 | ||
| source / vignettes | OK | 249 | ||
| linux-release-x86_64 | OK | 226 | ||
| wasm-release | OK | 125 |
Exports:clayton.thetadynamic.rhodynamic.theta.claytondynamic.theta.frankdynamic.theta.gumbeldynamic.theta.joefit_bstsfrank.thetaGH.thetajoe.thetalog_likelihood_noGEV_3dplot_forecastplot_forecast_comparesimul_fun_noGEV_3d
Dependencies:ADGofTestBoomBoomSpikeSlabbstscliclustercolorspacecopulacpp11farverggplot2gluegslgtableisobandlabelinglatticelifecycleMASSMatrixmvtnormnumDerivpcaPPpsplineR6RColorBrewerrlangrootSolveS7scalesstabledistvctrsviridisLitewithrxtszoo
