Ecosystem services mapping and modelling. Where is the validation?

IF 8 1区 环境科学与生态学 Q1 GEOGRAPHY, PHYSICAL Geography and Sustainability Pub Date : 2025-06-01 Epub Date: 2025-03-13 DOI:10.1016/j.geosus.2025.100286
Paulo Pereira , Miguel Inacio , Damia Barcelo , Wenwu Zhao
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Abstract

Ecosystem services (ES) mapping and models have advanced in recent years. Improvements were made, and the assessments have transitioned from qualitative to quantitative. Although this is an important advancement, the ES mapping and modelling validation step has been overlooked, and this raises an important question in the credibility of the outcomes. This has been an important and unsolved issue in the ES research community that needs to be tackled. This highlight paper discusses the importance of validating single ES mapping and models. Conducting this using field or proximal/remote sensing raw data and not data from other models or stakeholder evaluation is important. A validation step should be mandatory in ES frameworks since it can assess the models’ veracity, contribute to identifying the model’s weaknesses/strengths and ultimately represent a scientific advance in the field. This is easier to apply to the biophysical mapping and models of regulating and provisioning ES than to cultural ES, as the latter rely more on perception and cultural contexts. Also, ES supply models are easier to validate than demand and flow models. Robust and well-grounded models are essential for ensuring the reliability of individual ES maps and models and should be integrated into decision-making processes. Although several challenges arise related to the costs of data collection, in several cases prohibitive, and the time and the expertise needed to conduct this sampling and analysis, this is likely an imperative step that needs to be considered in the future. This will be beneficial in establishing ES research and improving decision-making and wellbeing.

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生态系统服务映射和建模。验证在哪里?
近年来,生态系统服务制图和模型研究取得了新的进展。进行了改进,评估已从定性过渡到定量。虽然这是一个重要的进步,但ES映射和建模验证步骤被忽视了,这对结果的可信度提出了一个重要的问题。这一直是胚胎干细胞研究界需要解决的一个重要而未解决的问题。这篇重点文章讨论了验证单个ES映射和模型的重要性。使用实地或近地/遥感原始数据而不是来自其他模型或利益相关者评估的数据来进行这项工作是很重要的。验证步骤在ES框架中应该是强制性的,因为它可以评估模型的准确性,有助于识别模型的弱点/优势,并最终代表该领域的科学进步。这更容易应用于生物物理映射和调节和提供ES的模型,而不是文化ES,因为后者更多地依赖于感知和文化背景。此外,ES供应模型比需求和流程模型更容易验证。稳健和基础良好的模型对于确保个别ES地图和模型的可靠性至关重要,并应纳入决策过程。尽管出现了一些与数据收集成本相关的挑战(在某些情况下令人望而却步),以及进行这种抽样和分析所需的时间和专业知识,但这可能是未来需要考虑的必要步骤。这将有利于建立ES研究,改善决策和福祉。
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来源期刊
Geography and Sustainability
Geography and Sustainability Social Sciences-Geography, Planning and Development
CiteScore
16.70
自引率
3.10%
发文量
32
审稿时长
41 days
期刊介绍: Geography and Sustainability serves as a central hub for interdisciplinary research and education aimed at promoting sustainable development from an integrated geography perspective. By bridging natural and human sciences, the journal fosters broader analysis and innovative thinking on global and regional sustainability issues. Geography and Sustainability welcomes original, high-quality research articles, review articles, short communications, technical comments, perspective articles and editorials on the following themes: Geographical Processes: Interactions with and between water, soil, atmosphere and the biosphere and their spatio-temporal variations; Human-Environmental Systems: Interactions between humans and the environment, resilience of socio-ecological systems and vulnerability; Ecosystem Services and Human Wellbeing: Ecosystem structure, processes, services and their linkages with human wellbeing; Sustainable Development: Theory, practice and critical challenges in sustainable development.
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