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Local-scale secondary water inputs modulate seasonal vegetation cover decay rate across Africa

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Figshare2022-07-18 更新2026-04-08 收录
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Raster files of the results presented in "Local-scale secondary water inputs modulate seasonal vegetation cover decay rate across Africa".<br>- "rawShapValues.nc": Raw SHAP values of the modelled lambda as direct and interaction effects of land, climate, and vegetation.<br>- "normalisedLandImportance.nc": Normalised importance of land parameters on the spatial variation of lambda. Contains total importance of land and it's components as direct-land effects, and the interaction effects of land-climate, and land-vegetation. <br><br>Please refer to the publication "Characterising the response of vegetation cover to water limitation in Africa using geostationary satellites" for the details of lambda.

发表于《局地尺度次级水输入调控非洲全境季节性植被覆盖衰减速率》("Local-scale secondary water inputs modulate seasonal vegetation cover decay rate across Africa")的研究结果所对应的栅格数据文件。<br>- rawShapValues.nc:包含经建模的λ (lambda)的原始SHAP值 (SHapley Additive exPlanations),用于表征土地、气候与植被的直接效应及交互效应。<br>- normalisedLandImportance.nc:土地参数对λ空间分布变异的标准化重要性数据集,涵盖土地及其组成部分的总重要性(以土地直接效应形式呈现),以及土地-气候交互效应与土地-植被交互效应。<br><br>有关λ的详细定义,请参阅论文《利用地球静止卫星表征非洲植被覆盖对水分限制的响应》("Characterising the response of vegetation cover to water limitation in Africa using geostationary satellites")。

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2021-10-10
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