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1998 年至 2009 年中国东部沿海地区 NDVI 和 Chl-a 浓度的时空动态:整合陆地和海洋成分。

Spatial-temporal dynamics of NDVI and Chl-a concentration from 1998 to 2009 in the East coastal zone of China: integrating terrestrial and oceanic components.

机构信息

Key Laboratory of Coastal Zone Environmental Processes, Yantai Institute of Coastal Zone Research (YIC), Chinese Academy of Sciences (CAS), YICCAS, Yantai, Shandong 264003, People's Republic of China.

出版信息

Environ Monit Assess. 2013 Jan;185(1):267-77. doi: 10.1007/s10661-012-2551-y. Epub 2012 Feb 25.

Abstract

Annual normalized difference vegetation index (NDVI) and chlorophyll-a (Chl-a) concentration are the most important large-scale indicators of terrestrial and oceanic ecosystem net primary productivity. In this paper, the Sea-viewing Wide Field-of-view Sensor level 3 standard mapped image annual products from 1998 to 2009 are used to study the spatial-temporal characters of terrestrial NDVI and oceanic Chl-a concentration on two sides of the coastline of China by using the methods of mean value (M), coefficient of variation (CV), the slope of unary linear regression model (Slope), and the Hurst index (H). In detail, we researched and analyzed the spatial-temporal dynamics, the longitudinal zonality and latitudinal zonality, the direction, intensity, and persistency of historical changes. The results showed that: (1) spatial patterns of M and CV between NDVI and Chl-a concentration from 1998 to 2009 were very different. The dynamic variation of terrestrial NDVI was much mild, while the variation of oceanic Chl-a concentration was relatively much larger; (2) distinct longitudinal zonality was found for Chl-a concentration and NDVI due to their hypersensitivity to the distance to shoreline, and strong latitudinal zonality existed for Chl-a concentration while terrestrial NDVI had a very weak latitudinal zonality; (3) overall, the NDVI showed a slight decreasing trend while the Chl-a concentration showed a significant increasing trend in the past 12 years, and both of them exhibit strong self-similarity and long-range dependence which indicates opposite future trends between land and ocean.

摘要

年归一化植被指数 (NDVI) 和叶绿素-a (Chl-a) 浓度是陆地和海洋生态系统净初级生产力最重要的大尺度指标。本研究利用 1998-2009 年 Seasat 宽视场传感器 (SeaWiFS) 水平 3 标准映射图像年产品,采用均值 (M)、变异系数 (CV)、一元线性回归模型斜率 (Slope) 和赫斯特指数 (H) 等方法,研究了中国海岸线两侧陆地 NDVI 和海洋 Chl-a 浓度的时空特征。详细研究和分析了时空动态、经向地带性和纬向地带性、历史变化的方向、强度和持续性。结果表明:(1) 1998-2009 年 NDVI 和 Chl-a 浓度的 M 和 CV 空间格局差异很大。陆地 NDVI 的动态变化较为温和,而海洋 Chl-a 浓度的变化相对较大;(2) Chl-a 浓度和 NDVI 由于对距海岸线的距离高度敏感,表现出明显的经向地带性,Chl-a 浓度表现出强烈的纬向地带性,而陆地 NDVI 则表现出非常弱的纬向地带性;(3) 总体而言,过去 12 年,NDVI 呈略微下降趋势,Chl-a 浓度呈显著上升趋势,两者均具有很强的自相似性和长程相关性,表明陆地和海洋未来趋势相反。

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