Consolidating diverse modeling methods and spatial prioritization for multispecies connectivity planning

Eve Bohnett, Jon Oetting, Reed Noss, Michael O’Brien, Robert Frakes, Dan Smith, Sarah Lockhart, Jennifer Mullinax, Erin E. Poor, Brian Scheick, Thomas Hoctor
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Abstract

Given the different life histories and movement behaviors of diverse species, reconciling conservation measures to benefit all species is a critical concern for landscape conservation planning. Understanding land cover composition and finding multispecies movement routes across heterogeneous landscapes are crucial to maintaining many target species. The primary objectives of this study were to determine the optimal environment in Florida that promotes multispecies connectivity in landscapes increasingly threatened by rapid suburban development and to enhance methods for delineating the state’s ecological networks.Potential functional connectivity of the focal species with statewide distributions and are considered priorities because of the historical and current threats to their population viability, such as the Florida black bear (Ursus americanus floridanus), Florida panther (Puma concolor coryi), eastern indigo snake (Drymarchon couperi), and southern fox squirrel (Sciurus niger niger), were modeled using Linkage Mapper, Omniscape, and resistant kernels. We combined quantiles from each method for a single species combination approach to leverage the results from the three models for planning purposes. Subsequently, we integrated the results into a novel multiple species, multi-model connectivity mapping approach. Following the corridor analysis, a comparison was made between multispecies connectivity maps, current managed conservation lands, and the main priority areas for the Florida Wildlife Corridor, a previously developed planning network of natural hubs and corridors. Finally, we used the spatial prioritization software Zonation to identify areas of conservation priority, while also illustrating the impacts of infrastructure (built infrastructure, roadways, mining, and future development 2040 and 2070 projections) and threats from human activity (landscape fragmentation, recreation, pollution, contamination, and clean-up sites).The study identified priority areas for all four species, with a particular focus on areas not currently protected. The connectivity models showed significant overlap with current managed conservation lands and the main priority areas for the Florida Wildlife Corridor. Pinchpoint areas or bottlenecks were identified as needing fine-scale incorporation into spatial planning. Using the spatial prioritization software Zonation, we identified areas of conservation priority and illustrated the impacts of infrastructure and threats.The results indicate that species-relevant connectivity models incorporating a group of focal species with both complementary and opposing habitat requirements can better inform biodiversity conservation and landscape design decisions. This multi-model approach provides a robust framework for identifying and prioritizing areas for conservation, particularly in landscapes facing rapid suburban development. Integrating multispecies connectivity models into conservation planning can enhance the effectiveness of ecological networks and contribute to the long-term viability of diverse species in Florida.
为多物种连通性规划整合多种建模方法并确定空间优先次序
鉴于不同物种的生活史和运动行为各不相同,协调保护措施使所有物种受益是景观保护规划的关键问题。了解土地植被的构成以及在不同地貌中寻找多物种的移动路线,对于保护许多目标物种至关重要。本研究的主要目标是确定佛罗里达州促进多物种连通性的最佳环境,这种连通性在受到郊区快速发展日益威胁的地貌中得到了体现,并改进了该州生态网络的划分方法。我们使用 Linkage Mapper、Omniscape 和抗性内核对分布于全州的重点物种(如佛罗里达黑熊(Ursus americanus floridanus)、佛罗里达豹(Puma concolor coryi)、东部靛蓝蛇(Drymarchon couperi)和南部狐狸松鼠(Sciurus niger niger)的潜在功能连接性进行了建模。我们将每种方法的定量值合并为单一物种组合方法,以利用三种模型的结果进行规划。随后,我们将结果整合到一种新颖的多物种、多模型连通性绘图方法中。走廊分析之后,我们对多物种连通性地图、当前管理的保护地以及佛罗里达野生动物走廊的主要优先区域进行了比较,佛罗里达野生动物走廊是之前开发的自然枢纽和走廊规划网络。最后,我们使用空间优先化软件 Zonation 确定了优先保护区域,同时还说明了基础设施(已建基础设施、道路、采矿以及 2040 年和 2070 年未来发展预测)和人类活动威胁(景观破碎化、娱乐、污染、污染和清理场地)的影响。连通性模型显示,目前管理的保护地与佛罗里达野生动物走廊的主要优先区域有很大重叠。研究还发现了一些需要纳入空间规划的薄弱区域或瓶颈。结果表明,与物种相关的连通性模型包含了一组对栖息地要求既互补又对立的重点物种,可以更好地为生物多样性保护和景观设计决策提供信息。这种多模型方法为确定和优先保护区域提供了一个强有力的框架,尤其是在面临郊区快速发展的景观中。将多物种连通性模型纳入保护规划可提高生态网络的有效性,并有助于佛罗里达州多种物种的长期生存。
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