A review of remote sensing applications in agriculture for food security: Crop growth and yield, irrigation, and crop losses

L Karthikeyan, I Chawla, AK Mishra - Journal of Hydrology, 2020 - Elsevier
The global population is expected to reach 9.8 billion by 2050. There is an exponential
growth of food production to meet the needs of the growing population. However, the limited …

Radar remote sensing of agricultural canopies: A review

SC Steele-Dunne, H McNairn… - IEEE Journal of …, 2017 - ieeexplore.ieee.org
Observations from spaceborne radar contain considerable information about vegetation
dynamics. The ability to extract this information could lead to improved soil moisture …

Opportunity and challenges of phenoty** plant salt tolerance

Y Hu, U Schmidhalter - Trends in Plant Science, 2023 - cell.com
Salinity is a key factor limiting agricultural production worldwide. Recent advances in field
phenoty** have enabled the recording of the environmental history and dynamic …

[HTML][HTML] Rice crop detection using LSTM, Bi-LSTM, and machine learning models from Sentinel-1 time series

H Crisóstomo de Castro Filho… - Remote Sensing, 2020 - mdpi.com
The Synthetic Aperture Radar (SAR) time series allows describing the rice phenological
cycle by the backscattering time signature. Therefore, the advent of the Copernicus Sentinel …

Research advances of SAR remote sensing for agriculture applications: A review

C Liu, ZX Chen, S Yun, J Chen, T Hasi… - Journal of integrative …, 2019 - Elsevier
Synthetic aperture radar (SAR) is an effective and important technique in monitoring crop
and other agricultural targets because its quality does not depend on weather conditions …

Map** paddy rice using Sentinel-1 SAR time series in Camargue, France

H Bazzi, N Baghdadi, M El Hajj, M Zribi, DHT Minh… - Remote sensing, 2019 - mdpi.com
This study proposes an effective method to map rice crops using the Sentinel-1 SAR
(Synthetic Aperture Radar) time series over the Camargue region, Southern France. First …

[HTML][HTML] Recent trend and advance of synthetic aperture radar with selected topics

K Ouchi - Remote Sensing, 2013 - mdpi.com
The present article is an introductory paper in this special issue on synthetic aperture radar
(SAR). A short review is presented on the recent trend and development of SAR and related …

Estimating rice production in the Mekong Delta, Vietnam, utilizing time series of Sentinel-1 SAR data

K Clauss, M Ottinger, P Leinenkugel… - International journal of …, 2018 - Elsevier
Rice is the most important food crop in Asia and rice exports can significantly contribute to a
country's GDP. Vietnam is the third largest exporter and fifth largest producer of rice, the …

A systematic method for spatio-temporal phenology estimation of paddy rice using time series Sentinel-1 images

H Yang, B Pan, N Li, W Wang, J Zhang… - Remote Sensing of …, 2021 - Elsevier
Spatio-temporal phenological information is essential for regional crop monitoring and
accurate management. This study aimed to obtain the spatio-temporal distribution of rice …

Multitemporal crop surface models: accurate plant height measurement and biomass estimation with terrestrial laser scanning in paddy rice

N Tilly, D Hoffmeister, Q Cao, S Huang… - Journal of Applied …, 2014 - spiedigitallibrary.org
Appropriate field management requires methods of measuring plant height with high
precision, accuracy, and resolution. Studies show that terrestrial laser scanning (TLS) is …