生物多样性 ›› 2018, Vol. 26 ›› Issue (1): 53-65. DOI: 10.17520/biods.2017189
收稿日期:
2017-06-25
接受日期:
2018-01-05
出版日期:
2018-01-20
发布日期:
2018-05-05
作者简介:
# 共同第一作者
基金资助:
Fenglin Zhang1,2, Xin Wang1,2, Jian Zhang1,2,*()
Received:
2017-06-25
Accepted:
2018-01-05
Online:
2018-01-20
Published:
2018-05-05
Contact:
Zhang Jian
About author:
# Co-first authors
摘要:
环境类型数据是研究生物多样性分布格局、多样性形成与维持机制、物种保育等很多重要生态学问题的基础。近年来, 随着环境监测网络在全球范围内的不断扩张与新监测手段的不断涌现, 区域和全球尺度上的不同类型的环境数据呈爆炸式增长。然而, 这些海量的数据零散地分布在互联网的各个角落, 给生物多样性研究人员了解数据信息、高效选择和利用数据等带来了挑战。面对环境数据来源广、分布零散的现状, 本文从气候、地形地貌土壤与生境异质性、土地覆盖、水文和其他等5个方面对环境数据进行整理, 并且选取其中一些使用频率较高的数据集, 从它们的数据来源、数据结构、数据获取方式、数据精度以及数据使用情况等方面举例介绍。本文共介绍了45个不同类型的数据集, 既包括WorldClim气候数据、HWSD (Harmonized World Soil Database)土壤数据等在生态学中频繁使用的数据集, 也包括气候变化速率、EarthEnv生境异质性数据、全球森林覆盖数据、全球光污染数据等最新发布或较少使用的数据集。另外, 需要指出的是, 这些数据集远不能涵盖目前所能获得并在持续增加的环境类型数据。作者希望本文的不完整总结能够为研究人员高效选择和有效利用这些和其它相似的环境数据提供参考。
张凤麟, 王昕, 张健 (2018) 生物多样性信息资源.II.环境类型数据. 生物多样性, 26, 53-65. DOI: 10.17520/biods.2017189.
Fenglin Zhang,Xin Wang,Jian Zhang (2018) Biodiversity information resources. II. Environmental data. Biodiversity Science, 26, 53-65. DOI: 10.17520/biods.2017189.
图1 基于WorldClim的数据在2006年至2017年11月之间发表的论文统计(数据来源: ISI Web of Science)
Fig. 1 The numbers of papers published between 2006 and November 2017 using the WorldClim data (Data source: ISI Web of Science)
度量 Metric | 测度 Measure | |
---|---|---|
一阶变量 First-order variables | 变量系数 Coefficient of variation | EVI的标准分散度 Normalized dispersion of EVI |
均匀度 Evenness | EVI的均匀度 Evenness of EVI | |
范围 Range | EVI范围 Range of EVI | |
Shannon指数 | EVI的多样性 Diversity of EVI | |
Simpson指数 | EVI的多样性 Diversity of EVI | |
标准差 Standard deviation | EVI的离散度 Dispersion of EVI | |
二阶变量 Second-order variables | 对比度 Contrast | 相邻栅格之间EVI的指数加权差异 Exponentially weighted difference in EVI between adjacent pixels |
相关度 Correlation | 相邻栅格之间EVI的线性关系 Linear dependency of EVI on adjacent pixels | |
差异性 Dissimilarity | 相邻栅格之间EVI的差异 Difference in EVI between adjacent pixels | |
熵 Entropy | EVI的无序性 Disorderliness of EVI | |
同质性 Homogeneity | 相邻栅格之间EVI的相似性 Similarity of EVI between adjacent pixels | |
最大值 Maximum | 相邻栅格之间EVI的优势组合 Dominance of EVI combinations between adjacent pixels | |
一致性 Uniformity | EVI的有序性 Orderliness of EVI |
表1 全球生境异质性的测度变量。EVI: 增强型植被指数(来源: http://www.earthenv.org/texture)。
Table 1 Texture measures from Global Habitat Heterogeneity. EVI, Enhanced vegetation index (Source: http://www.earthenv.org/ texture).
度量 Metric | 测度 Measure | |
---|---|---|
一阶变量 First-order variables | 变量系数 Coefficient of variation | EVI的标准分散度 Normalized dispersion of EVI |
均匀度 Evenness | EVI的均匀度 Evenness of EVI | |
范围 Range | EVI范围 Range of EVI | |
Shannon指数 | EVI的多样性 Diversity of EVI | |
Simpson指数 | EVI的多样性 Diversity of EVI | |
标准差 Standard deviation | EVI的离散度 Dispersion of EVI | |
二阶变量 Second-order variables | 对比度 Contrast | 相邻栅格之间EVI的指数加权差异 Exponentially weighted difference in EVI between adjacent pixels |
相关度 Correlation | 相邻栅格之间EVI的线性关系 Linear dependency of EVI on adjacent pixels | |
差异性 Dissimilarity | 相邻栅格之间EVI的差异 Difference in EVI between adjacent pixels | |
熵 Entropy | EVI的无序性 Disorderliness of EVI | |
同质性 Homogeneity | 相邻栅格之间EVI的相似性 Similarity of EVI between adjacent pixels | |
最大值 Maximum | 相邻栅格之间EVI的优势组合 Dominance of EVI combinations between adjacent pixels | |
一致性 Uniformity | EVI的有序性 Orderliness of EVI |
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