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决策树结合混合像元分解的中国竹林遥感信息提取 被引量:19
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作者 崔璐 杜华强 +8 位作者 周国模 李雪建 毛方杰 徐小军 范渭亮 李阳光 朱迪恩 刘腾艳 邢璐琪 《遥感学报》 EI CSCD 北大核心 2019年第1期166-176,共11页
竹林是中国亚热带地区特殊而重要的森林资源,现有方法难以实现全国范围竹林时空分布信息快速准确提取。针对此问题,本研究利用2003年、2008年、2014年MODIS NDVI、反射率产品数据和省域Landsat分类数据,提出了基于决策树结合混合像元分... 竹林是中国亚热带地区特殊而重要的森林资源,现有方法难以实现全国范围竹林时空分布信息快速准确提取。针对此问题,本研究利用2003年、2008年、2014年MODIS NDVI、反射率产品数据和省域Landsat分类数据,提出了基于决策树结合混合像元分解的全国竹林信息提取方法。首先,通过最大似然法获取中国林地分布信息;然后,在林地信息的基础上,构建决策树模型提取中国竹林分布信息;最后,采用线性最小二乘法混合像元分解得到中国竹林丰度图,并计算竹林面积。研究结果表明:(1)最大似然法提取的3个时期中国林地信息的生产者与用户精度均在90%以上,Kappa系数均值为0.93,为竹林信息提取奠定了基础。(2)C5.0算法构建的决策树模型能够很好的提取中国竹林时空分布信息,3个时期竹林分类精度均在80%左右。(3)在混合像元分解的基础上,统计得到的全国各省竹林估算面积与清查面积具有较高的相关性,R^2分别为0.98、0.97和0.95,RMSE范围为3.92万—9.58万ha,说明估算得到全国竹林面积与实际情况较为吻合。本研究所提出基于MODIS遥感数据运用C5.0算法决策树结合混合像元分解的方法,实现了全国竹林时空分布信息的准确提取,为全国竹林资源信息动态监测及管理提供了技术手段和数据支撑。 展开更多
关键词 中国竹林 MODIS数据 C5.0算法 决策树分类 混合像元分解
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中国现代竹林场全程机械化经营模式探析 被引量:6
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作者 刘延鹤 周建波 +3 位作者 傅万四 张彬 蒋鹏飞 常飞虎 《林业机械与木工设备》 2020年第11期13-17,共5页
竹林场经营模式是经营模式与经营方式的有机统一,实现竹林场全程机械化经营在降低劳动强度、提高机械化和自动化水平、减少生产成本、增加竹材资源利用率上具有极大优越性,对促进我国现代竹林场的经营发展和竹产业的转型升级具有重要作... 竹林场经营模式是经营模式与经营方式的有机统一,实现竹林场全程机械化经营在降低劳动强度、提高机械化和自动化水平、减少生产成本、增加竹材资源利用率上具有极大优越性,对促进我国现代竹林场的经营发展和竹产业的转型升级具有重要作用。提出了竹林场全程机械化经营的定义,分析了实现全程机械化经营的意义,综述了国内外竹林场经营发展现状,阐释了需要突破的关键技术,以期为中国现代竹林场经营模式的研究、应用和推广提供参考。 展开更多
关键词 中国现代竹林 全程机械化 经营模式 未来趋势
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Growth behavior of Phyllostachys nigra var. henonis (Bambusoideae) in Central China 被引量:4
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作者 LI Zhao-hua Manfred DENICH Thomas BORSCH 《Journal of Forestry Research》 SCIE CAS CSCD 2005年第3期163-168,共6页
In the Shennongjia National Nature Reserve of Central China, the vegetative growth behavior of henon bamboo (Phyllostachys nigra var. henonis (Mitford) Stapf. ex Rendle) was studied from shoot recruitment to culm ... In the Shennongjia National Nature Reserve of Central China, the vegetative growth behavior of henon bamboo (Phyllostachys nigra var. henonis (Mitford) Stapf. ex Rendle) was studied from shoot recruitment to culm establishment. In May, bamboo shoots emerg- ing from the ground achieved an average density of 2.7 shoots m^-2 during the sprouting phase of 16 days. However, about 32% of the new shoots died back before maturity. Insect damage, withering death and rodent predation were responsible for 57%, 29 % and 14% of the total shoot mortality, respectively. From May to June, the shoots attained 400 ± 23 cm during the height growth phase of 34 days, with a daily rate varying from 1 to 56 cm. All branches and leaves unfolded during the branch spreading phase from June to August. Shoot production was positively related to the density of standing culms, but negatively to both coverage and height of herb layers. 展开更多
关键词 Bamboo shoot GROWTH Henon bamboo plantation Shennongjia.
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Carbon storage of bamboo forest ecosystem in China
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作者 WANG Bing WEI Wen-jun +3 位作者 LI Shao-ning GUO Hao ZHOU Mei BAI Xiu-lan 《Journal of Life Sciences》 2008年第1期48-54,共7页
National forest inventory materials and data from China Forest Ecosystem Location Research Network (CFERN) were obtained for estimating four periods of carbon storage of Bamboo forest ecosystem from 1977 to 2003 in ... National forest inventory materials and data from China Forest Ecosystem Location Research Network (CFERN) were obtained for estimating four periods of carbon storage of Bamboo forest ecosystem from 1977 to 2003 in China. The spatial and temporal patterns, vertical distribution and potential carbon storage of the bamboo forest ecosystem were analyzed. The results showed that carbon storage of Chinese bamboo forest ecosystem was 537.6 Mt C during 1977 and 1981, 598.61 Mt C during 1984 and 1988, 710.14 Mt C during 1994 and 1998, and 837.92 Mt C during 1999 and 2003. It showed that the carbon storage was increasing during that time. Zhejiang, Jiangxi, Fujian, Hunan, Guangdong and Sichuan were the major carbon pools in China, with the percentages of carbon storage between 80.04 and 83.13 percent in all. The percentages of carbon storage of vegetation, litter, and soil were between 23.85 and 24.48 percent, between 0.92 and 0.96 percent, and between 74.56 and 75.23 percent respectively. Therefore, it is concluded that the carbon storage in different layers were similar vertically. Carbon storage was 837.92 Mt C from 1999 to 2003, and it will be increased to 947.54 Mt C after one age period with a rate of 54.81Mt carbons stored in ecosystem every year. 展开更多
关键词 China bamboo forest ecosystem carbon storage
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The Application of Bamboo Elements in “New Chinese-Style” Landscape Design
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作者 LOU Gang 《Journal of Landscape Research》 2018年第4期72-77,共6页
Bamboo is dosdy related to Chinese traditional gardens in terms of culture and application. This research analyzed tiie application value of bamboo elements in landscapes, compared methods of using bamboo in tra... Bamboo is dosdy related to Chinese traditional gardens in terms of culture and application. This research analyzed tiie application value of bamboo elements in landscapes, compared methods of using bamboo in traditional gardens and cenew Chinese-styie" gardens, and summarised the application method of bamboo elements in the Wnew Chinese-style" landscape from three aspects of modern constitution techniques, texture blending, and landscape continuation and softening, and put forward the development and application directions of bamboo elements. 展开更多
关键词 BAMBOO "New Chinese-style" landscape Landscape design
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