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基于移动窗口法与ANN模型的澄迈林场森林景观研究 被引量:9
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作者 陈冬洋 陈彩虹 常双双 《中南林业科技大学学报》 CAS CSCD 北大核心 2015年第12期95-101,共7页
利用ARCGIS和Fragstats软件,基于移动窗口法和ANN模型,对澄迈林场森林景观进行研究分析模拟。结果表明:适宜的景观分析粒度为60 m栅格,最佳样方尺度为540 m;人工神经网络模型适合森林景观模拟研究,收敛效果理想。将ANN模型分析与移动窗... 利用ARCGIS和Fragstats软件,基于移动窗口法和ANN模型,对澄迈林场森林景观进行研究分析模拟。结果表明:适宜的景观分析粒度为60 m栅格,最佳样方尺度为540 m;人工神经网络模型适合森林景观模拟研究,收敛效果理想。将ANN模型分析与移动窗口法结合,精确研究分析森林景观格局,为林场景观格局量化分析提供参考,为林场经营管理提供科学合理指导。 展开更多
关键词 森林景观模拟 景观指数 移动窗口法 粒度效应 ANN模型
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气候变化和人类活动对南方红壤丘陵区森林生态系统影响模拟研究——以江西泰和县为例 被引量:11
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作者 吴卓 戴尔阜 林媚珍 《地理研究》 CSSCI CSCD 北大核心 2018年第11期2141-2152,共12页
在全球气候变化和人类活动的影响下,森林生态系统结构、功能以及空间格局都将发生不同程度的变化。明晰景观尺度上未来森林的动态变化,对森林可持续发展具有重要意义。选择江西省泰和县为研究区,综合利用土地利用模型(CA-Markov)和森林... 在全球气候变化和人类活动的影响下,森林生态系统结构、功能以及空间格局都将发生不同程度的变化。明晰景观尺度上未来森林的动态变化,对森林可持续发展具有重要意义。选择江西省泰和县为研究区,综合利用土地利用模型(CA-Markov)和森林景观动态模型(LANDIS-Ⅱ),并结合生态系统过程模型(PnET-Ⅱ),模拟气候变化、土地利用、采伐以及综合情景下未来40年(2010-2050年)阔叶林、针叶林的面积及生物量变化。结果表明:①气候变化对森林面积影响较小,采伐使森林面积显著减少,土地利用变化使森林面积的变化更加剧烈;②针叶林和阔叶林对不同干扰方式的响应表现出较强差异,针叶林对采伐的响应更加剧烈;③多模型综合模拟方法有助于区域森林管理,为南方红壤丘陵区森林结构优化和功能提升提供科学建议。 展开更多
关键词 RCPs 气候变化 森林景观模拟 LANDIS-Ⅱ 红壤丘陵区
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Simulating Impact of Larch Caterpillar(Dendrolimus superans)on Fire Regime and Forest Landscape in Da Hinggan Mountains,Northeast China 被引量:2
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作者 CHEN Hongwei HU Yuanman +3 位作者 CHANG Yu BU Rencang LI Yuehui LIU Miao 《Chinese Geographical Science》 SCIE CSCD 2011年第5期575-586,共12页
Larch caterpillar (Dendrolimus superans) is very common in the Da Hinggan Mountains, Northeast China, affecting fire regime and forest ecosystem change at large spatio-temporal scales. In this study, we used a spatial... Larch caterpillar (Dendrolimus superans) is very common in the Da Hinggan Mountains, Northeast China, affecting fire regime and forest ecosystem change at large spatio-temporal scales. In this study, we used a spatially explicit landscape model, LANDIS, to simulate the changes of fire regime and forest landscape under four larch caterpillar disturbance intensity levels scenarios in Huzhong forest area, northern of Da Hinggan Mountains. The results indicate that larch caterpillar disturbances would decrease fine fuel load and increase coarse fuel load in the 300 simulation years. Larch caterpillar disturbances would decrease fire frequency in the first 200 years, and the disturbances also decrease fire intensity and fire risk in the early and late stage of simulation. Larch caterpillar disturbances would decrease the area percent of larch cohorts and increase the proportion of white birch, and increase the degree of aggregation of white birch as a result of its strong seed dispersal and colonization ability. Disturbances would also decrease the mature and over-mature larch cohorts and increase all cohorts of white birch, especially the mature and over-mature cohorts. Larch caterpillar disturbances will decrease the stability of forest landscape, therefore,some measures preventing in- sect outbreak and ensuring the sustainable management of forest ecosystem should been taken in the study area. 展开更多
关键词 forest landscape larch caterpillar FIRE DISTURBANCE LANDIS model
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Effects of Spatial Aggregation on Forest Landscape Model Simulation in Northeastern China
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作者 周宇飞 贺红士 +2 位作者 布仁仓 金龙如 李秀珍 《Transactions of Tianjin University》 EI CAS 2009年第3期178-186,共9页
Issues of scale and aggregation become important when large range of space and time scales is considered in landscape models.However,identifying appropriate levels of aggregation to accurately represent the processes ... Issues of scale and aggregation become important when large range of space and time scales is considered in landscape models.However,identifying appropriate levels of aggregation to accurately represent the processes and components of ecological systems is challenging.A raster-based spatially explicit forest landscape model,LANDIS,was used to study the effects of spatial aggregation on simulated spatial pattern and ecological process in Youhao Forest Bureau of the Small Khingan Mountain in Northeastern China.The model was tested over 500 simulation years with systematically increased levels of spatial aggregation.The results show that spatial aggregation significantly influences the simulation of fire disturbance,species abundance,and spatial pattern.Simulated fire regime was relatively insensitive to grain size between 30.m and 270.m in the region.Spatial aggregation from 300.m to 480.m dramatically decreased fire return interval(FRI) and increased mean fire size.Generally,species abundance and its aggregation index(AI) remained higher level over simulation years at the fine-grained level of spatial aggregation than at coarser grains.In addition,the simulated forest dynamics was more realistic at finer grains.These results suggest that appropriate levels of spatial aggregation for the model should not be larger than 270m. 展开更多
关键词 SCALE spatial aggregation LANDIS fire disturbance SUCCESSION spatial pattern Northeastern China
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