生态保护工程和气候变化对长江源区植被变化的影响量化

	生态保护工程和气候变化对长江源区植被变化的影响量化
其他题名	Effects of ecological conservation projects and climate variations on vegetation changes in the source region of the Yangtze River
	唐见 1; 曹慧群 2; 陈进 3
	2019
发表期刊	地理学报
ISSN	0375-5444
卷号	74 期号:1 页码:76-86
摘要	Quantitative research on the effects of ecological conservation projects and climate variations on vegetation changes is vital to the ecological benefit evaluation of ecological conservation projects, and has important implications for sustainable ecological rehabilitation management strategies in the source region of the Yangtze River. Based on the normalized difference vegetation index (NDVI) data and meteorological data during 1982-2015, this paper examines the temporal and spatial variations of NDVI; constructs back propagation artificial neural network (BPANN) model to simulate the responses of NDVI to climate factors; and quantifies the effects of ecological conservation projects and climate variations on vegetation changes at the annual and seasonal scales in the source region of the Yangtze River. The results indicate that: (1) Because of the effects of ecological conservation projects and climate variations, vegetation degradation curbed in the source region of the Yangtze River. (2) NDVI increased greatly near the Tongtian River located at relatively low altitudes. Minor increases in NDVI were observed near the Tuotuo and Dangqu rivers located at relatively high altitudes. (3) A time lag (about 1-2 months) existed between NDVI and major climate factors in the source region of the Yangtze River. The goodness of fit of the BPANN model shows that the simulation accuracy is relatively high. The model can be used to simulate the responses of NDVI to climate variations. (4) Ecological conservation projects exerted a slightly greater impact on NDVI changes than they did on climate variations at the yearly time scale (58.5% and 41.5%, respectively). During growing season, ecological conservation projects also exerted a slightly greater impact on NDVI changes than they did on climate variations (63.3% and 36.7%, respectively). During non-growth season, climate variations are the key factor affecting vegetation growth in the source region of the Yangtze River (52.8%). The research results provide a basis for scientific decision- making about the vegetation ecosystem rehabilitation, management and utilization strategies in the source region of the Yangtze River.
其他摘要	分析长江源区生态保护工程和气候变化对植被变化的影响程度,对于长江源区生态工程的生态效益评估,以及区域植被适应性生态管理政策的制定具有重要意义。因此,本文基于1982-2015年的归一化植被指数数据(Normalized Difference Vegetation Index, NDVI)和气象数据,分析长江源区植被NDVI的时空变化规律,构建预测植被NDVI对气候因子响应的人工神经网络模型,在此基础上,在年和季节尺度上量化气候变化和生态保护工程对长江源区植被变化的影响程度。结果表明:①在长江源区气候条件变化和生态保护工程影响下,长江源区植被退化得到遏制,植被生长呈好转趋势;②海拔相对较低的通天河附近植被NDVI增加幅度较大,高海拔的沱沱河和当曲流域的植被NDVI增加幅度相对较小;③长江源区植被NDVI对气候因子响应存在1~2月的滞后性。构建的人工神经网络模型的拟合优度参数人工神经网模型具有较高的预测精度,可以用来模拟植被NDVI对气候因子的响应;④年尺度的植被NDVI增加受到生态保护工程的影响程度(58.5%)大于气候变化的影响程度(41.5%)。生长季生态保护工程对NDVI的影响程度(63.3%)大于气候变化对NDVI的影响程度(36.7%),而非生长季气候变化是影响长江源区植被生长的关键要素(52.8%)。研究结果有助于为长江源区植被生态系统恢复、管理和利用战略的科学制定提供决策依据。
关键词	植被气候变化生态保护工程归一化植被指数人工神经网络长江源区 vegetation ecological conservation projects climate variation normalized difference vegetation index artificial neural network the source region of the Yangtze River
收录类别	CSCD
语种	中文
WOS关键词	Environmental Sciences & Ecology
WOS研究方向	Science & Technology
WOS类目	ENVIRONMENTAL SCIENCES
CSCD记录号	CSCD:6424951
引用统计	被引频次：26[CSCD] [CSCD记录]
文献类型	期刊论文
专题	任务一_子任务一循证社会科学证据集成任务一
作者单位	1.长江科学院流域水环境研究所;;流域水资源与生态环境科学湖北省重点实验室, ;;流域水资源与生态环境科学湖北省重点实验室, 武汉;;武汉, ;; 430010;;430010 2.长江科学院流域水环境研究所;;流域水资源与生态环境科学湖北省重点实验室, ;;流域水资源与生态环境科学湖北省重点实验室, 武汉;;武汉, ;; 430010;;430010 3.流域水资源与生态环境科学湖北省重点实验室, 流域水资源与生态环境科学湖北省重点实验室, 武汉, 湖北 430010, 中国
推荐引用方式 GB/T 7714	唐见,曹慧群,陈进. 生态保护工程和气候变化对长江源区植被变化的影响量化[J]. 地理学报,2019,74(1):76-86.
APA	唐见,曹慧群,&陈进.(2019).生态保护工程和气候变化对长江源区植被变化的影响量化.地理学报,74(1),76-86.
MLA	唐见,et al."生态保护工程和气候变化对长江源区植被变化的影响量化".地理学报 74.1(2019):76-86.