ECOLIND-53582_RawData_Validation

The dataset provided in this submission contains the data used to support the analyses presented in the manuscript entitled “Seasonal variation of cultural ecosystem services in urban blue-green spaces based on the SoLVES model and social media data.” All data have been anonymized and are shared solely for the purpose of editorial and reviewer validation. Redistribution or any secondary use beyond verification is not permitted. The dataset is organized into three main folders: Social_Media_Data, SoLVES_Input_Data, and SoLVES_Output_Data. The Social_Media_Data folder contains tabular data derived from social media platforms after manual recognition and coding of geotagged photographs. Each record includes the publication date of the post, the manually identified geographic coordinates of the photographed location (latitude and longitude), and the type of cultural ecosystem service (CES) value represented in the image. These data provide the empirical foundation for the CES mapping and seasonal analysis. The SoLVES_Input_Data folder includes all input files required for running the SoLVES (Social Values for Ecosystem Services) model. The folder is divided into three subfolders according to data type. The Vectors subfolder contains vector datasets, including the CES mapping points for the whole year and for each season (“CES_Mapping_Points”) and the boundary of the study area (“Study_Area”). The Rasters subfolder stores raster layers representing the key environmental variables used in the model, including distance to water (DTW), distance to road (DTR), distance to main attractions (DTMA), and land use/land cover (LULC). The Tables subfolder contains the CES value allocation tables for the whole year and for each season (“Value_Allocation”). The SoLVES_Output_Data folder contains the raster outputs generated by the SoLVES model. These outputs represent the spatial distribution of CES value indices, organized by the entire year and by the four seasons. Within each seasonal folder, the value index maps correspond to five CES categories: Aesthetic Value, Recreational Value, Educational Value, Social Relations, and Cultural & Artistic Value.