- Metric Name: Herbaceous Cover - Data Vintage: 2021 - Unit Of Measure: Fractional non-overlapping absolute cover; continuous variable from 0 to 1. Total herbaceous cover as measured by the fFractional non-overlapping absolute herbaceous cover, viewed vertically. Provides a first order measure of vegetation type when combined with parallel observations of tree and herbaceous cover. Data from the National Land Cover Database (NLCD) are used for training, and NLCD definitions for cover (for example, the distinction between tree vs shrub) are expected to be similar in the CECS data sets. Creation Method: Machine learning (Random Forest) using the National Land Cover Database for training and Landsat observations as predictors. See https://doi.org/10.1029/2021AV000654 for further information. - Credits: CECS; https://california-ecosystem-climate.solutions/ UC Irvine, CECS; https://california-ecosystem-climate.solutions/: Data disclaimer: The University of California (“UC”) makes the materials on this website available pursuant to the following disclaimers: the materials are offered “as is”; user assumes any and all risks, of any kind or amount, of using these materials; user shall use the materials only in accordance with law; user releases, waives, discharges and promises not to sue UC, its directors, officers, employees or agents, from liability from any and all claims, including the negligence of UC, resulting in personal injury (including death), accidents or illnesses, property loss, as well as any and all loss of business and/or profit in connection with user's use of the materials; and user shall indemnify and hold UC harmless from any and all claims, actions, suits, procedures, costs, expenses, damages, and liabilities, including attorney's fees, arising out of user's use of the materials and shall reimburse UC for any such incurred expenses, fees or costs.