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A Method to Classify Ecoclimatic Arid and Semiarid Zones in Circum-Saharan Africa Using Monthly Dynamics of Multiple Indicators

机译:使用多指标月度动态的撒哈拉沙漠以南非洲生态气候干旱和半干旱地区分类方法

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Within the context of monitoring desertification using a network of observatories, one faces the problem of the representativeness of biophysical, ecological, and socioeconomic variations. Ideally, one would choose at least one observatory for each homogeneous zone using indicators that capture these variations. Here, we focused only on ecoclimatic aspects defined by the global physical and climatic conditions characterizing arid and semiarid zones. The challenging aim of this paper is to spatially identify the different patterns of ecoclimatic variations. For most of the indicators of arid or semiarid zones, temporal characteristics and interactions through a typical year are observed. In order to take into account these dynamics in the clustering approach, one must use a methodology that captures interactions between spatial location, time of measurement, and indicator measured. For this purpose, a multiway analysis, generalizing principal component analysis, has been used on internationally recognized ecoclimatic indicators that characterize arid and semiarid zones. Most of these indicators were used nondynamically or qualitatively to approve and certify observatories of the Reseau d''Observatoires pour le Suivi Ecologique a long Termes network. A direct application of this method would be to assess homogeneity and validity of ecoclimatic characteristics for each observatory comparative to its regional location within its country or within the whole circum-Saharan region.
机译:在利用观测站网络监测荒漠化的背景下,人们面临着生物物理,生态和社会经济变化的代表性问题。理想情况下,将使用捕获这些变化的指示器为每个均匀区域选择至少一个观测站。在这里,我们仅关注由表征干旱和半干旱地区的全球自然和气候条件所定义的生态气候方面。本文的挑战性目标是在空间上识别生态气候变化的不同模式。对于干旱或半干旱地区的大多数指标,观察到整个典型年份的时间特征和相互作用。为了在聚类方法中考虑这些动态,必须使用一种方法来捕获空间位置,测量时间和所测量指标之间的相互作用。为此,已对国际上公认的干旱和半干旱地区特征的生态气候指标进行了多因素分析,即对主要成分的分析。这些指标中的大多数都以非动态或定性的方式用于批准和认证长Termes网络上的Suivi Ecologique观测站。这种方法的直接应用将是评估每个观测站与其所在国家或整个撒哈拉以南地区的区域相比,其生态气候特征的均一性和有效性。

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