Quantifying influences of natural factors on vegetation NDVI changes based on geographical detector in Sichuan, western China

归一化差异植被指数 植被(病理学) 自然地理学 高原(数学) 自然(考古学) 环境科学 地形地貌 构造盆地 植被覆盖 地理 地质学 生态学 气候变化 土地利用 地图学 地貌学 数学分析 病理 考古 海洋学 生物 医学 数学
作者
Wenfu Peng,Tingting Kuang,Shuai Tao
出处
期刊:Journal of Cleaner Production [Elsevier]
卷期号:233: 353-367 被引量:300
标识
DOI:10.1016/j.jclepro.2019.05.355
摘要

Many studies have revealed that Normalized Difference Vegetation Index (NDVI) is of vital importance for research of ground surface processes and climatic changes. However, identification of the causes responsible for vegetation changes remain challenging. Using Geographical Detector, a new spatial statistical approach, individual and interactive influences of natural factors on vegetation NDVI changes were quantified for the Sichuan province. The optimal characteristics of key natural factors that are beneficial to vegetation growth were determined. The vegetation cover in Sichuan for 2000 and 2015 is good overall; areas with upper-intermediate and high vegetation cover account for more than 88% of the total area. Regions with an NDVI higher than 0.4 are noticeably transformed; regions with upper-intermediate vegetation cover (NDVI from 0.4 to 0.8) tend to decrease significantly, whereas regions with high vegetation cover (NDVI>0.8) tend to increase significantly. Spatiotemporal variation in vegetation cover is very significant. Regions with high vegetation cover are distributed in the northeast part of the Sichuan Basin and on the northwestern Sichuan Plateau, whereas regions with low vegetation cover are distributed in urban agglomerative regions in the central part of the Sichuan Basin. Soil types, elevation, and annual mean temperature can satisfactorily account for vegetation changes. Natural factors have an interactive influence on NDVI. The synergistic effect of natural factors is manifested as mutual enhancement and nonlinear enhancement, and the interaction of two natural factors strengthens the influence of each individual natural factor. Natural factors within a favourable value range or favourable landform factors serve to promote and intervene in vegetation changes, adapt to climatic changes, and buffer against the effects of vegetation changes.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
PDF的下载单位、IP信息已删除 (2025-6-4)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
刚刚
英俊的铭应助klzhuo采纳,获得10
1秒前
1秒前
TWT完成签到,获得积分10
1秒前
柔弱夜梦完成签到 ,获得积分10
3秒前
4秒前
冯小晴完成签到,获得积分10
4秒前
无心的不平完成签到,获得积分10
5秒前
孙笑川完成签到,获得积分10
5秒前
6秒前
乐观的海发布了新的文献求助10
7秒前
kiki完成签到,获得积分10
10秒前
12秒前
14秒前
wanci应助pumpkin采纳,获得10
15秒前
cheche完成签到,获得积分10
15秒前
zhouyms完成签到,获得积分10
15秒前
huaming完成签到 ,获得积分20
16秒前
16秒前
平淡鞋子完成签到,获得积分10
16秒前
挡住所有坏运气888完成签到,获得积分10
16秒前
可爱的函函应助CYPCYP采纳,获得10
17秒前
18秒前
mwzz233完成签到,获得积分10
18秒前
zhouyms发布了新的文献求助10
19秒前
BowieHuang应助科研通管家采纳,获得10
21秒前
赘婿应助科研通管家采纳,获得10
21秒前
浮游应助科研通管家采纳,获得10
21秒前
乐乐应助科研通管家采纳,获得10
21秒前
李健应助科研通管家采纳,获得10
21秒前
徐臣年发布了新的文献求助30
21秒前
打打应助科研通管家采纳,获得10
21秒前
BowieHuang应助科研通管家采纳,获得10
21秒前
烟花应助科研通管家采纳,获得30
21秒前
SciGPT应助科研通管家采纳,获得30
21秒前
BareBear应助科研通管家采纳,获得10
21秒前
我是老大应助科研通管家采纳,获得10
21秒前
领导范儿应助科研通管家采纳,获得10
21秒前
科研通AI6应助科研通管家采纳,获得10
21秒前
汉堡包应助科研通管家采纳,获得30
21秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Fermented Coffee Market 2000
Constitutional and Administrative Law 500
PARLOC2001: The update of loss containment data for offshore pipelines 500
Critical Thinking: Tools for Taking Charge of Your Learning and Your Life 4th Edition 500
Investigative Interviewing: Psychology and Practice 300
Atlas of Anatomy (Fifth Edition) 300
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 生物化学 物理 纳米技术 计算机科学 内科学 化学工程 复合材料 物理化学 基因 遗传学 催化作用 冶金 量子力学 光电子学
热门帖子
关注 科研通微信公众号,转发送积分 5284517
求助须知:如何正确求助?哪些是违规求助? 4437901
关于积分的说明 13815526
捐赠科研通 4318950
什么是DOI,文献DOI怎么找? 2370800
邀请新用户注册赠送积分活动 1366092
关于科研通互助平台的介绍 1329624