Investigating mangrove canopy phenology in coastal areas of China using time series Sentinel-1/2 images

Cao, Jingjing; Xu, Xin; Zhuo, Li; Liu, Kai

doi:10.1016/j.ecolind.2023.110815

Ecological Indicators

2023

DOI: 10.1016/j.ecolind.2023.110815

|View full text |Cite

Investigating mangrove canopy phenology in coastal areas of China using time series Sentinel-1/2 images

Jingjing Cao,

Xin Xu,

Li Zhuo

et al.

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...

Citation Types

Supporting

Mentioning

Contrasting

Year Published

2023

2024

Publication Types

Select...

Article5

Relationship

Self Cite0

Independent5

Authors

Journals

Cited by 7 publications

References 43 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

Effects of land surface temperatures on vegetation phenology along urban–rural local climate zone gradients

Xie,

Li,

Chung

et al. 2024

Landsc Ecol

View full text Add to dashboard Cite

Context Urbanization and local urban climate have multiple impacts on vegetation phenology in urban and suburban areas. Understanding these effects and their interactions with the surface urban heating effect remains limited. Objective We employed a time series of Earth observation data to analyze land surface phenology (LSP) dynamics and related environmental drivers in the highly urbanized Pearl River Delta (PRD) region. Methods First, local climate zone (LCZ) maps were generated from Earth observation datasets of 2000 and 2019. Second, LSP (i.e., start, end, and length of season) were extracted from vegetation indices for 2000–2019. Thirdly, land surface temperature (LST) was used as an explanatory variable based on the LCZ of cities. Finally, interannual trends of LSP and their association with LST were analyzed, depending on the distance gradient of vegetation to compact high-rise buildings. Results Urban surface characteristics showed that LSP in regions dominated by compact and high-rise urban areas presented significant spatiotemporal variation at the start and end of season than those dominated by open, mid-rise, and low-rise areas. The impacts of spring and autumn LST in the daytime on LSP were slightly more substantial than those in the nighttime. The association of decreasing spring LST in the daytime with a delayed start of season is especially pronounced in urban domains. Conclusions The results indicate that vegetated areas adjacent to urban domains presented greater spatiotemporal dynamics than suburban and rural regions. Our study emphasizes the dependence of spatiotemporal changes in vegetation phenology on the effects of urban surface warming.

show abstract

Effects of land surface temperatures on vegetation phenology along urban–rural local climate zone gradients

Xie,

Li,

Chung

et al. 2024

Landsc Ecol

View full text Add to dashboard Cite

show abstract

Accurate mapping of rapeseed fields in the initial flowering stage using Sentinel-2 satellite images and convolutional neural networks

Sun,

Hao,

Chang

et al. 2024

Ecological Indicators

View full text Add to dashboard Cite

Differential effects of climatic and non-climatic factors on the distribution of vegetation phenology trends on the Tibetan plateau

Huang,

An,

Wang

et al. 2023

Heliyon

View full text Add to dashboard Cite

scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.

Contact Info

customersupport@researchsolutions.com

10624 S. Eastern Ave., Ste. A-614

Henderson, NV 89052, USA

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Blog Terms and Conditions API Terms Privacy Policy Contact Cookie Preferences Do Not Sell or Share My Personal Information

Made with 💙 for researchers

Part of the Research Solutions Family.

Investigating mangrove canopy phenology in coastal areas of China using time series Sentinel-1/2 images

Cited by 7 publications

References 43 publications

Effects of land surface temperatures on vegetation phenology along urban–rural local climate zone gradients

Effects of land surface temperatures on vegetation phenology along urban–rural local climate zone gradients

Accurate mapping of rapeseed fields in the initial flowering stage using Sentinel-2 satellite images and convolutional neural networks

Differential effects of climatic and non-climatic factors on the distribution of vegetation phenology trends on the Tibetan plateau

Contact Info

Product

Resources

About