Modelled vegetation structure

Description: This dataset contains the model outputs from predictive statistical models of forest structure across the SAFE Landscape based on RapidEye satellite imagery. Three variables were predicted (Above ground biomass (AGB), Forest Cover (FCO) and Leaf Area Index (LAI)) and there are two different models for each variable. The outputs are provided as zipfiles of predictions for each model variant. Each zipfile contains GeoTiff files for 16 RapidEye panes covering the landscape. For each pane, files provide the mean prediction and then high and low confidence intervals. A model summary and validation plots are also provided. All GeoTIFF files are provided as 25 by 25 m resolution in UTM 50N / WGS 84 projection. These models are published in the link provided below, and further notes and some postprocessing details are available from https://www.safeproject.net/dokuwiki/safe_data/climate/forest_structure_models. The authors thank the European Space Agency for providing RapidEye™ under Category 1 — User Agreement to MP (C1P 13735). Project: This dataset was collected as part of the following SAFE research project: Linking plot and satellite data to model biodiversity response Funding: These data were collected as part of research funded by: European Research Council (Research Grant, Ref. 281986, https://cordis.europa.eu/project/id/281986) Sime Darby Foundation (Research Grant) This dataset is released under the CC-BY 4.0 licence, requiring that you cite the dataset in any outputs, but has the additional condition that you acknowledge the contribution of these funders in any outputs. XML metadata: GEMINI compliant metadata for this dataset is available here Files: This dataset consists of 7 files: Modelled_forest_structure.xlsx, AGB_BetaregRad_Full.zip, AGB_BetaregRad_Reduced.zip, FCO_BetaregRad_noMsavi.zip, FCO_BetaregRad_withMsavi.zip, LAI_BetaregRad_noMSAVI.zip, LAI_BetaregRad_withMSAVI.zip Modelled_forest_structure.xlsx This file only contains metadata for the files below AGB_BetaregRad_Full.zip Description: Above Ground Biomass model outputs from full model (more texture components) AGB_BetaregRad_Reduced.zip Description: Above Ground Biomass model outputs with reduced model complexity FCO_BetaregRad_noMsavi.zip Description: Forest cover model outputs FCO_BetaregRad_withMsavi.zip Description: Forest cover model outputs including Modified Soil-Adjusted Vegetation Index LAI_BetaregRad_noMSAVI.zip Description: Leaf Area Index model outputs LAI_BetaregRad_withMSAVI.zip Description: Leaf area index model outputs including Modified Soil-Adjusted Vegetation Index Date range: 2010-10-01 to 2020-03-05 Latitudinal extent: 4.3380 to 4.9982 Longitudinal extent: 116.5628 to 117.8705