INTEGRATED APPROACH TO ACCOUNTING ENVIRONMENTAL FACTORS IN MODELS OF THE CURRENT DISTRIBUTION AND CLIMATIC DYNAMICS OF AMBROSIA ARTEMISIIFOLIA L. IN THE CAUCASUS

Pub Date : 2023-09-06 DOI:10.35885/1996-1499-16-3-149-167
R. Pshegusov, V. Chadaeva
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Abstract

Current climate change, habitat degradation and road network development contribute to the invasion of alien plant species in areas of more northern latitudes and higher altitudes. Using the maximum entropy method (Maxent), we built the spatial distribution models of Ambrosia artemisiifolia , considering abiotic, biotic and anthropogenic factors, and area accessibility. Maps of the species current distribution in the Caucasus and its range dynamics according to the climate change scenarios were constructed. The most important variables determining A. artemisiifolia spatial localization in the region were as follows: distance to roads (not more than 0-5 m), terrain roughness (gentle areas) and humidity (climate from semi-arid to pergumid). The 0-5 m distance is also characterized by the area accessibility factor (species dispersal capacity), which contributed about 47% to the final model. Species dispersal beyond roadsides was hindered by forests and meadows with the probability of A. artemisiifolia occurrence not exceeding 0.01%. The species core ranges were predicted in foothills and low mountains of the Western and Central Caucasus, Western and Central Transcaucasia, the northwestern Lesser Caucasus and the Caspian Sea coast. The species invasion in highlands could occur along the gentle river valleys that concentrate the main mountain roads. According to the pessimistic and optimistic climate change scenarios, by 2100 the decline in optimal A. artemisiifolia habitats will be 87 and 27%, respectively, and will affect mainly the plain areas of the currently most humid regions. The main core ranges were predicted in the middle mountains and highlands of the Caucasus.
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在高加索地区蒿属植物当前分布和气候动态模型中计算环境因素的综合方法
当前气候变化、生境退化和道路网络的发展导致外来植物物种在北纬和高海拔地区的入侵。采用最大熵法(Maxent)建立了考虑非生物、生物和人为因素以及区域可达性的蒿属植物空间分布模型。根据气候变化情景,绘制了高加索地区物种分布现状及其范围动态图。决定艾草在该地区空间定位的最重要变量是:与道路的距离(不大于0 ~ 5 m)、地形粗糙度(温和地区)和湿度(半干旱到低湿气候)。0 ~ 5 m距离的区域可达性因子(物种扩散能力)对最终模型的贡献约为47%。森林和草甸阻碍了道路以外的物种扩散,蒿属植物出现的概率不超过0.01%。物种核心分布范围预测在高加索西部和中部、外高加索西部和中部、小高加索西北部和里海沿岸的丘陵和低山区。高原上的物种入侵可能发生在主要山路集中的平缓河谷沿线。根据悲观和乐观的气候变化情景,到2100年,艾草最佳生境的减少幅度分别为87%和27%,并将主要影响目前最湿润地区的平原地区。预测核心区主要分布在高加索中部山区和高原。
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