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 …
changes in terrestrial ecosystems and are key indicators of climate-vegetation interactions …
Dual polarimetric radar vegetation index for crop growth monitoring using sentinel-1 SAR data
Abstract Sentinel-1 Synthetic Aperture Radar (SAR) data have provided an unprecedented
opportunity for crop monitoring due to its high revisit frequency and wide spatial coverage …
opportunity for crop monitoring due to its high revisit frequency and wide spatial coverage …
Applications of vegetative indices from remote sensing to agriculture: Past and future
Remote sensing offers the capability of observing an object without being in contact with the
object. Throughout the recent history of agriculture, researchers have observed that different …
object. Throughout the recent history of agriculture, researchers have observed that different …
[HTML][HTML] Comparing land surface phenology of major European crops as derived from SAR and multispectral data of Sentinel-1 and-2
The frequent acquisitions of fine spatial resolution imagery (10 m) offered by recent
multispectral satellite missions, including Sentinel-2, can resolve single agricultural fields …
multispectral satellite missions, including Sentinel-2, can resolve single agricultural fields …
Evaluation of Sentinel-1 & 2 time series for predicting wheat and rapeseed phenological stages
In the global context of population growth and climate change, monitoring crops is
necessary to sustain agriculture and conserve natural resources. While many studies have …
necessary to sustain agriculture and conserve natural resources. While many studies have …
[HTML][HTML] Detecting flowering phenology in oil seed rape parcels with Sentinel-1 and-2 time series
R d'Andrimont, M Taymans, G Lemoine… - Remote sensing of …, 2020 - Elsevier
A novel methodology is proposed to robustly map oil seed rape (OSR) flowering phenology
from time series generated from the Copernicus Sentinel-1 (S1) and Sentinel-2 (S2) …
from time series generated from the Copernicus Sentinel-1 (S1) and Sentinel-2 (S2) …
A CNN-transformer hybrid approach for crop classification using multitemporal multisensor images
Z Li, G Chen, T Zhang - IEEE Journal of Selected Topics in …, 2020 - ieeexplore.ieee.org
Multitemporal Earth observation capability plays an increasingly important role in crop
monitoring. As the frequency of satellite acquisition of remote sensing images becomes …
monitoring. As the frequency of satellite acquisition of remote sensing images becomes …
Dual-polarimetric descriptors from Sentinel-1 GRD SAR data for crop growth assessment
Accurate and high-resolution spatio-temporal information about crop phenology obtained
from Synthetic Aperture Radar (SAR) data is an essential component for crop management …
from Synthetic Aperture Radar (SAR) data is an essential component for crop management …
Crop phenology retrieval via polarimetric SAR decomposition and Random Forest algorithm
Abstract Knowledge of crop phenology assists in making agricultural decisions such as
appropriate irrigation and fertilization applications in order to optimize crop yield. The …
appropriate irrigation and fertilization applications in order to optimize crop yield. The …
Agri-Fuse: A novel spatiotemporal fusion method designed for agricultural scenarios with diverse phenological changes
Images of key phenological periods play a vital role in agricultural applications as they
capture the unique spectral characteristics of crops. Unfortunately, acquiring high-spatial …
capture the unique spectral characteristics of crops. Unfortunately, acquiring high-spatial …