Input and output data for Data4Land v1.1.1

Input and Output Data for Data4Land v1.1.1 This dataset contains the input, intermediate, and output data generated using Data4Land software version v1.1.1, as part of the AD4GD pilot-2 preprocessing pipeline. The folder structure in this archive mirrors the layout of the src/data folder in the Data4Land package. Folder Structure: data/input/ lulc/ – LULC dataset and enriched version with protected areas (Notebook 1) impedance/ – Impedance raster, LULC-to-impedance mapping CSV, and enriched raster (Notebook 1) affinity/ – Landscape affinity enriched with protected areas (Notebook 1) vector/ – Merged and buffered OSM features (Notebook 2) data/output/ osm_data/ – OSM JSON data sorted by feature type and year (Notebook 2) protected_areas/ – Rasterised protected areas, borders, and country masks (Notebook 1) lulc_2017_upd.tif – Final LULC dataset enriched with OSM features (Notebook 3) {stressor}.tif – Rasterised biodiversity stressor data (Notebook 4) {stressor}_dist.tif – Distance-to-stressor layers (Notebook 4) {stressor}_edge.tif – Edge effect from landscape impedance (Notebook 4) max_result.tif – Final output combining impedance and edge effects (Notebook 4) Notes Full data is not hosted on GitHub due to size limitations. All outputs are provided in standard formats (GeoTIFF, GeoPackage, GeoJSON) and are compatible with common tools such as QGIS Desktop. Virtual raster (VRT) files are included as auxiliary outputs generated by the Data4Land pipeline. Licence The 10m Annual Land Use Land Cover (LULC) dataset by Impact Observatory, Microsoft, and Esri is available under the CC BY 4.0 license.All other data in this dataset is also shared under the Creative Commons Attribution 4.0 International License (CC BY 4.0). Please cite the dataset DOI if used in publications.Data4Land v1.1.1 版本输入、中间及输出数据集 本数据集包含依托Data4Land软件v1.1.1版本生成的输入、中间与输出数据，属于AD4GD试点-2预处理流程的组成部分。 本归档文件的文件夹结构与Data4Land软件包中src/data文件夹的布局保持一致。 文件夹结构： data/input/ lulc/：土地利用/土地覆盖（Land Use/Land Cover, LULC）数据集及叠加保护区的增强版数据集（对应Notebook 1） impedance/：阻抗栅格、LULC到阻抗映射CSV文件，以及增强版栅格（对应Notebook 1） affinity/：叠加保护区的景观亲和性数据（对应Notebook 1） vector/：合并并做缓冲区处理的开放街道地图（OpenStreetMap, OSM）要素（对应Notebook 2） data/output/ osm_data/：按要素类型与年份分类的OSM JSON数据（对应Notebook 2） protected_areas/：栅格化的保护区、国界与国家掩码数据（对应Notebook 1） lulc_2017_upd.tif：叠加OSM要素后的最终LULC数据集（对应Notebook 3） {stressor}.tif：栅格化的生物多样性压力源数据（对应Notebook 4） {stressor}_dist.tif：压力源距离图层（对应Notebook 4） {stressor}_edge.tif：景观阻抗产生的边缘效应数据（对应Notebook 4） max_result.tif：整合阻抗与边缘效应的最终输出结果（对应Notebook 4） 备注 因数据量限制，完整数据集未托管至GitHub。 所有输出文件均采用标准格式（GeoTIFF、GeoPackage、GeoJSON），可兼容QGIS Desktop等常用地理信息工具。 本数据集还包含Data4Land流程生成的虚拟栅格（Virtual Raster, VRT）辅助输出文件。 许可协议 由Impact Observatory、微软（Microsoft）与Esri联合发布的10米分辨率年度土地利用/土地覆盖（LULC）数据集采用CC BY 4.0许可协议发布。本数据集其余所有数据同样采用知识共享署名4.0国际许可协议（Creative Commons Attribution 4.0 International License, CC BY 4.0）共享。 若在学术出版物中使用本数据集，请引用其数字对象标识符（Digital Object Identifier, DOI）。