A review of vegetation phenological metrics extraction using time-series, multispectral satellite data

L Zeng, BD Wardlow, D Xiang, S Hu, D Li - Remote Sensing of …, 2020 - Elsevier
Vegetation dynamics and phenology play an important role in inter-annual vegetation
changes in terrestrial ecosystems and are key indicators of climate-vegetation interactions …

Land surface phenology as indicator of global terrestrial ecosystem dynamics: A systematic review

JA Caparros-Santiago, V Rodriguez-Galiano… - ISPRS Journal of …, 2021 - Elsevier
Vegetation phenology is considered an important biological indicator in understanding the
behaviour of ecosystems and how it responds to environmental cues. Changes in vegetation …

NIRv and SIF better estimate phenology than NDVI and EVI: Effects of spring and autumn phenology on ecosystem production of planted forests

J Zhang, J Xiao, X Tong, J Zhang, P Meng, J Li… - Agricultural and Forest …, 2022 - Elsevier
Phenology plays an important role in affecting carbon sequestration in terrestrial ecosystems
in the context of climate change. Remote sensing techniques have been widely used to …

A simple method to improve the quality of NDVI time-series data by integrating spatiotemporal information with the Savitzky-Golay filter

R Cao, Y Chen, M Shen, J Chen, J Zhou… - Remote Sensing of …, 2018 - Elsevier
Abstract High-quality Normalized Difference Vegetation Index (NDVI) time-series data are
important for many regional and global ecological and environmental applications …

Emerging opportunities and challenges in phenology: a review

J Tang, C Körner, H Muraoka, S Piao, M Shen… - …, 2016 - Wiley Online Library
Plant phenology research has gained increasing attention because of the sensitivity of
phenology to climate change and its consequences for ecosystem function. Recent …

[HTML][HTML] ChinaCropPhen1km: a high-resolution crop phenological dataset for three staple crops in China during 2000–2015 based on leaf area index (LAI) products

Y Luo, Z Zhang, Y Chen, Z Li… - Earth System Science …, 2020 - essd.copernicus.org
Crop phenology provides essential information for monitoring and modeling land surface
phenology dynamics and crop management and production. Most previous studies mainly …

Sensitivity of six typical spatiotemporal fusion methods to different influential factors: A comparative study for a normalized difference vegetation index time series …

J Zhou, J Chen, X Chen, X Zhu, Y Qiu, H Song… - Remote Sensing of …, 2021 - Elsevier
Dozens of spatiotemporal fusion methods have been developed to reconstruct vegetation
index time-series data with both high spatial resolution and frequent coverage for monitoring …

Satellite remote sensing of vegetation phenology: Progress, challenges, and opportunities

Z Gong, W Ge, J Guo, J Liu - ISPRS Journal of Photogrammetry and …, 2024 - Elsevier
Vegetation phenology serves as a crucial indicator of ecosystem dynamics and its response
to environmental cues. Against the backdrop of global climate warming, it plays a pivotal role …

Long time-series NDVI reconstruction in cloud-prone regions via spatio-temporal tensor completion

D Chu, H Shen, X Guan, JM Chen, X Li, J Li… - Remote Sensing of …, 2021 - Elsevier
Abstract The applications of Normalized Difference Vegetation Index (NDVI) time-series data
are inevitably hampered by cloud-induced gaps and noise. Although numerous …

[HTML][HTML] Deriving drought indices from MODIS vegetation indices (NDVI/EVI) and Land Surface Temperature (LST): Is data reconstruction necessary?

F Xie, H Fan - International Journal of applied earth observation and …, 2021 - Elsevier
Droughts pose significant economic and ecological concerns, and considering climate
change projections, timely monitoring and early warning based on satellite observations …