arXiv:2511.13790q-bio.QMcs.AI2025-11

用高精度地图可视化欧洲生物多样性,支持区域探索与报告生成。

GeoPl@ntNet: A Platform for Exploring Essential Biodiversity Variables

  • 基于深度学习生成50米分辨率物种分布图
  • 可查询保护、入侵和特有物种数量
  • 适合生态研究者与环保决策者使用

本文介绍GeoPl@ntNet,一个交互式网络平台,通过动态地图和事实页,使关键生物多样性变量对所有人可访问且易理解。其核心功能是探索欧洲范围内的高分辨率AI生成地图,涵盖物种分布、生境类型及生物多样性指标。这些地图通过卷积神经网络与大语言模型的级联流程生成,空间分辨率可达50×50米。用户可在地图上选择特定区域(如城市绿地、保护区或河岸带),查看局部物种及其覆盖情况。此外,平台可为选定区域生成综合报告,包含受保护物种、入侵物种和特有物种的数量与分布信息。

原文摘要 · Abstract (English)

This paper describes GeoPl@ntNet, an interactive web application designed to make Essential Biodiversity Variables accessible and understandable to everyone through dynamic maps and fact sheets. Its core purpose is to allow users to explore high-resolution AI-generated maps of species distributions, habitat types, and biodiversity indicators across Europe. These maps, developed through a cascading pipeline involving convolutional neural networks and large language models, provide an intuitive yet information-rich interface to better understand biodiversity, with resolutions as precise as 50x50 meters. The website also enables exploration of specific regions, allowing users to select areas of interest on the map (e.g., urban green spaces, protected areas, or riverbanks) to view local species and their coverage. Additionally, GeoPl@ntNet generates comprehensive reports for selected regions, including insights into the number of protected species, invasive species, and endemic species.

生物多样性地图可视化AI生成

Thank you to arXiv for use of its open access interoperability. PaperDance 不是 arXiv 官方产品;中文卡片由大模型生成,请以原文为准。