Sensitivity of a standard Land Use Cover change cellular automata model to resample input Land Use Cover maps

IF 1.1 4区 社会学 Q3 GEOGRAPHY South African Geographical Journal Pub Date : 2021-01-14 DOI:10.1080/03736245.2021.1872413
David García-Álvarez, María Teresa Camacho Olmedo
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引用次数: 3

Abstract

ABSTRACT Input data is one of the main sources of uncertainty in Land Use Cover Change (LUCC) modelling. Research has focussed on the sensitivity of LUCC models to the spatial resolution of Land Use Cover (LUC) maps. However, little attention has been paid to the way that spatial resolution is changed. Both the spatial resolution and the resampling method change the modelled landscape composition and configuration. This may affect the way Cellular Automata LUCC models behave and, accordingly, the landscapes they simulate. This paper analyses the sensitivity of a standard LUCC model (Metronamica) to changes in the spatial resolution and resampling method of input LUC maps. Results prove how the model is more sensitive to changes in the spatial resolution than to variations of the resampling method. This last component has not much influence in the simulated landscape, although it alters the landscape composition.
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标准土地利用覆盖变化元胞自动机模型对输入土地利用覆盖图重新采样的敏感性
输入数据是土地利用覆盖变化(LUCC)模型不确定性的主要来源之一。研究的重点是土地利用变化模式对土地利用覆盖地图空间分辨率的敏感性。然而,人们对空间分辨率的变化方式关注甚少。空间分辨率和重采样方法都会改变模拟景观的组成和配置。这可能会影响元胞自动机LUCC模型的行为方式,并相应地影响它们模拟的景观。本文分析了标准土地覆盖变化模型(Metronamica)对输入土地覆盖变化图空间分辨率变化的敏感性和重采样方法。结果表明,该模型对空间分辨率的变化比对重采样方法的变化更为敏感。最后一个成分虽然改变了景观的组成,但对模拟景观的影响不大。
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来源期刊
CiteScore
3.40
自引率
7.10%
发文量
25
期刊介绍: The South African Geographical Journal was founded in 1917 and is the flagship journal of the Society of South African Geographers. The journal aims at using southern Africa as a region from, and through, which to communicate geographic knowledge and to engage with issues and themes relevant to the discipline. The journal is a forum for papers of a high academic quality and welcomes papers dealing with philosophical and methodological issues and topics of an international scope that are significant for the region and the African continent, including: Climate change Environmental studies Development Governance and policy Physical and urban Geography Human Geography Sustainability Tourism GIS and remote sensing
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