University of Vermont, Burlington, VT, USA.
Ecohealth. 2012 Dec;9(4):455-70. doi: 10.1007/s10393-012-0801-7. Epub 2012 Dec 5.
Changes in land use and climate are expected to alter the risk of malaria transmission in areas where rainfall limits vector abundance. We use a coupled hydrology-entomology model to investigate the effects of land use change on hydrological processes impacting mosquito abundance in a highland village of Ethiopia. Land use affects partitioning of rainfall into infiltration and runoff that reaches small-scale topographic depressions, which constitute the primary breeding habitat of Anopheles arabiensis mosquitoes. A physically based hydrology model isolates hydrological mechanisms by which land use impacts pool formation and persistence, and an agent-based entomology model evaluates the response of mosquito populations. This approach reproduced observed interannual variability in mosquito abundance between the 2009 and 2010 wet seasons. Several scenarios of land cover were then evaluated using the calibrated, field-validated model. Model results show variation in pool persistence and depth, as well as in mosquito abundance, due to land use changes alone. The model showed particular sensitivity to surface roughness, but also to root zone uptake. Scenarios in which land use was modified from agriculture to forest generally resulted in lowest mosquito abundance predictions; classification of the entire domain as rainforest produced a 34% decrease in abundance compared to 2010 results. This study also showed that in addition to vegetation type, spatial proximity of land use change to habitat locations has an impact on mosquito abundance. This modeling approach can be applied to assess impacts of climate and land use conditions that fall outside of the range of previously observed variability.
预计土地利用和气候变化将改变降雨限制病媒丰度地区疟疾传播的风险。我们使用耦合水文昆虫学模型来研究土地利用变化对水文过程的影响,这些过程影响埃塞俄比亚高地村庄蚊子丰度。土地利用影响将降雨分为渗透和到达小尺度地形洼地的径流,这些洼地构成了阿拉伯按蚊蚊子的主要繁殖栖息地。基于物理的水文学模型通过土地利用影响水池形成和持久性的水文机制进行隔离,基于代理的昆虫学模型评估蚊子种群的反应。这种方法再现了 2009 年至 2010 年湿季之间蚊子丰度的观测年际变化。然后使用经过校准和现场验证的模型评估了几种土地覆盖情景。模型结果表明,由于土地利用变化,水池的持久性和深度以及蚊子的丰度存在变化。该模型对地表粗糙度特别敏感,但对根区吸收也很敏感。土地利用从农业改为森林的情景通常会导致蚊子丰度预测最低;与 2010 年的结果相比,将整个区域划分为雨林可使丰度降低 34%。本研究还表明,除植被类型外,土地利用变化与栖息地位置的空间接近度对蚊子丰度也有影响。这种建模方法可用于评估气候和土地利用条件的影响,这些条件超出了先前观察到的可变性范围。