# -------------------------------------------- # CITATION file created with {cffr} R package # See also: https://docs.ropensci.org/cffr/ # -------------------------------------------- cff-version: 1.2.0 message: 'To cite package "ShapeSelectForest" in publications use:' type: software license: GPL-2.0-or-later title: 'ShapeSelectForest: Shape Selection for Landsat Time Series of Forest Dynamics' version: '1.7' identifiers: - type: doi value: 10.32614/CRAN.package.ShapeSelectForest abstract: Landsat satellites collect important data about global forest conditions. Documentation about Landsat's role in forest disturbance estimation is available at the site . By constrained quadratic B-splines, this package delivers an optimal shape-restricted trajectory to a time series of Landsat imagery for the purpose of modeling annual forest disturbance dynamics to behave in an ecologically sensible manner assuming one of seven possible "shapes", namely, flat, decreasing, one-jump (decreasing, jump up, decreasing), inverted vee (increasing then decreasing), vee (decreasing then increasing), linear increasing, and double-jump (decreasing, jump up, decreasing, jump up, decreasing). The main routine selects the best shape according to the minimum Bayes information criterion (BIC) or the cone information criterion (CIC), which is defined as the log of the estimated predictive squared error. The package also provides parameters summarizing the temporal pattern including year(s) of inflection, magnitude of change, pre- and post-inflection rates of growth or recovery. In addition, it contains routines for converting a flat map of disturbance agents to time-series disturbance maps and a graphical routine displaying the fitted trajectory of Landsat imagery. authors: - family-names: Liao given-names: Xiyue email: xliao@sdsu.edu orcid: https://orcid.org/0000-0002-4508-9219 - family-names: Meyer given-names: Mary - family-names: Freeman given-names: Elizabeth - family-names: Moisen given-names: Gretchen preferred-citation: type: article title: 'Shape Selection in Landsat Time Series: A Tool for Monitoring Forest Dynamics' authors: - family-names: Moisen given-names: Gretchen G. - family-names: Meyer given-names: Mary C. - family-names: Schroeder given-names: Todd A. - family-names: Liao given-names: Xiyue email: xliao@sdsu.edu orcid: https://orcid.org/0000-0002-4508-9219 - family-names: Schleeweis given-names: Karen G. - family-names: Freeman given-names: Elizabeth A. - family-names: Toney given-names: Chris journal: Global Change Biology year: '2016' volume: '22' issue: '10' start: '3518' end: '3528' repository: https://xliaosdsu.r-universe.dev commit: 84f41f2ef0a231470d9ad38e4c721a87e1818a48 date-released: '2023-08-19' contact: - family-names: Liao given-names: Xiyue email: xliao@sdsu.edu orcid: https://orcid.org/0000-0002-4508-9219