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 …

[HTML][HTML] Mapping crop phenology in near real-time using satellite remote sensing: Challenges and opportunities

F Gao, X Zhang - Journal of Remote Sensing, 2021 - spj.science.org
Crop phenology is critical for agricultural management, crop yield estimation, and
agroecosystem assessment. Traditionally, crop growth stages are observed from the ground …

NASA's Black Marble nighttime lights product suite

MO Román, Z Wang, Q Sun, V Kalb, SD Miller… - Remote Sensing of …, 2018 - Elsevier
NASA's Black Marble nighttime lights product suite (VNP46) is available at 500 m resolution
since January 2012 with data from the Visible Infrared Imaging Radiometer Suite (VIIRS) …

Status of phenological research using Sentinel-2 data: A review

G Misra, F Cawkwell, A Wingler - Remote Sensing, 2020 - mdpi.com
Remote sensing of plant phenology as an indicator of climate change and for mapping land
cover has received significant scientific interest in the past two decades. The advancing of …

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 …

Temperature, precipitation, and insolation effects on autumn vegetation phenology in temperate China

Q Liu, YH Fu, Z Zeng, M Huang, X Li… - Global change …, 2016 - Wiley Online Library
Autumn phenology plays a critical role in regulating climate–biosphere interactions.
However, the climatic drivers of autumn phenology remain unclear. In this study, we applied …

Large‐scale variations in the vegetation growing season and annual cycle of atmospheric CO2 at high northern latitudes from 1950 to 2011

J Barichivich, KR Briffa, RB Myneni… - Global change …, 2013 - Wiley Online Library
We combine satellite and ground observations during 1950–2011 to study the long‐term
links between multiple climate (air temperature and cryospheric dynamics) and vegetation …

An evaluation of time-series smoothing algorithms for land-cover classifications using MODIS-NDVI multi-temporal data

Y Shao, RS Lunetta, B Wheeler, JS Iiames… - Remote Sensing of …, 2016 - Elsevier
In this study we compared the Savitzky–Golay, asymmetric Gaussian, double-logistic,
Whittaker smoother, and discrete Fourier transformation smoothing algorithms (noise …

Remote detection of invasive plants: a review of spectral, textural and phenological approaches

BA Bradley - Biological invasions, 2014 - Springer
Remote sensing image analysis is increasingly being used as a tool for mapping invasive
plant species. Resulting distribution maps can be used to target management of early …

Exploration of scaling effects on coarse resolution land surface phenology

X Zhang, J Wang, F Gao, Y Liu, C Schaaf… - Remote Sensing of …, 2017 - Elsevier
Numerous land surface phenology (LSP) datasets have been produced from various coarse
resolution satellite data and different detection algorithms from regional to global scales. In …