Coupling Simulations of Human Driven Land Use Change with Natural Vegetation Dynamics

Aashis Lamsal, Zhihua Liu, M. Wimberly
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引用次数: 1

Abstract

Summary form only given: Land cover change is the result of interactions and feedbacks between processes operating at different spatial and temporal scales. As human impact on the environment becomes more pronounced, there is growing interest in understanding the effects of environmental and scocio-economic changes on landscape dynamics. Computer simulation models provide a tool for studying the causes and consequences of landscape dynamics and projecting short- and long-term landscape changes. Currently, there is a need for a model that can simulate multiple drivers of land cover change, including natural disturbances vegetation succession along with anthropogenic effects such land use transitions and land management practices. The available land cover change models typically simulate only a subset of these disturbances, which is not sufficient for realistically simulating land cover change over large heterogeneous areas. To addressing this need, we developed a novel simulator that combines two existing modeling frameworks: human-driven land use change (derived from the FORE-SCE model) with natural disturbances and vegetation dynamics (derived from the LADS model) and will incorporate novel feedbacks between human land use and natural disturbance regimes. The simulator is a raster-based, spatially explicit, stochastic computer model that combines a demand-allocation land use change model, a state-and transition for natural vegetation dynamics, and spatially explicit fire initiation and spread. The simulator is being designed to incorporate the effects of climate change, land management, and human demand on resource on land use over and natural vegetation dynamics to provide realistic, high resolution, and scenario-based land cover products. The simulator is a stand-alone program written in Visual C++ environment for use in Microsoft Windows Operating System environment, and in continuous development. This poster highlights the conceptual and technical design of the model integration.
人类驱动的土地利用变化与自然植被动态的耦合模拟
摘要:土地覆盖变化是在不同时空尺度上运行的过程之间相互作用和反馈的结果。随着人类对环境的影响越来越明显,人们对了解环境和社会经济变化对景观动态的影响越来越感兴趣。计算机模拟模型为研究景观动态的原因和后果以及预测短期和长期景观变化提供了工具。目前,需要一种能够模拟土地覆盖变化多种驱动因素的模型,包括自然干扰、植被演替以及土地利用转变和土地管理实践等人为影响。现有的土地覆盖变化模型通常只模拟这些干扰的一个子集,这不足以真实地模拟大型异质区域的土地覆盖变化。为了满足这一需求,我们开发了一种新的模拟器,它结合了两种现有的建模框架:人类驱动的土地利用变化(源自FORE-SCE模型)与自然干扰和植被动态(源自LADS模型),并将人类土地利用和自然干扰制度之间的新反馈纳入其中。该模拟器是一个基于栅格的、空间明确的随机计算机模型,它结合了需求分配土地利用变化模型、自然植被动态的状态和过渡,以及空间明确的火灾发生和蔓延。该模拟器的设计目的是将气候变化、土地管理和人类对资源的需求对土地利用和自然植被动态的影响结合起来,以提供真实的、高分辨率的、基于场景的土地覆盖产品。该模拟器是在Microsoft Windows操作系统环境下用Visual c++编写的独立程序,并在不断开发中。这张海报强调了模型集成的概念和技术设计。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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