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 …

Ensuring agricultural sustainability through remote sensing in the era of agriculture 5.0

V Martos, A Ahmad, P Cartujo, J Ordoñez - Applied Sciences, 2021 - mdpi.com
Timely and reliable information about crop management, production, and yield is considered
of great utility by stakeholders (eg, national and international authorities, farmers …

Integrating satellite and climate data to predict wheat yield in Australia using machine learning approaches

Y Cai, K Guan, D Lobell, AB Potgieter, S Wang… - Agricultural and forest …, 2019 - Elsevier
Wheat is the most important staple crop grown in Australia, and Australia is one of the top
wheat exporting countries globally. Timely and reliable wheat yield prediction in Australia is …

[HTML][HTML] A robust index to extract paddy fields in cloudy regions from SAR time series

S Xu, X Zhu, J Chen, X Zhu, M Duan, B Qiu… - Remote Sensing of …, 2023 - Elsevier
Timely and accurate map** of paddy rice cultivation is needed for maintaining sustainable
rice production, ensuring food security, and monitoring water usage. Synthetic Aperture …

Understanding the temporal behavior of crops using Sentinel-1 and Sentinel-2-like data for agricultural applications

A Veloso, S Mermoz, A Bouvet, T Le Toan… - Remote sensing of …, 2017 - Elsevier
Crop monitoring information is essential for food security and to improve our understanding
of the role of agriculture on climate change, among others. Remotely sensing optical and …

Uniting remote sensing, crop modelling and economics for agricultural risk management

E Benami, Z **, MR Carter, A Ghosh… - Nature Reviews Earth & …, 2021 - nature.com
The increasing availability of satellite data at higher spatial, temporal and spectral
resolutions is enabling new applications in agriculture and economic development …

A comprehensive review of remote sensing platforms, sensors, and applications in nut crops

H Jafarbiglu, A Pourreza - Computers and Electronics in Agriculture, 2022 - Elsevier
Background Due to their high protein content, nuts (almond, walnut, and pistachio) are
among the main substitutes for meat, with a growing share of the food basket in the United …

Sensitivity of Sentinel-1 backscatter to vegetation dynamics: An Austrian case study

M Vreugdenhil, W Wagner, B Bauer-Marschallinger… - Remote Sensing, 2018 - mdpi.com
Crop monitoring is of great importance for eg, yield prediction and increasing water use
efficiency. The Copernicus Sentinel-1 mission operated by the European Space Agency …

Detecting forest response to droughts with global observations of vegetation water content

AG Konings, SS Saatchi, C Frankenberg… - Global change …, 2021 - Wiley Online Library
Droughts in a warming climate have become more common and more extreme, making
understanding forest responses to water stress increasingly pressing. Analysis of water …

The first wetland inventory map of newfoundland at a spatial resolution of 10 m using sentinel-1 and sentinel-2 data on the google earth engine cloud computing …

M Mahdianpari, B Salehi, F Mohammadimanesh… - Remote sensing, 2018 - mdpi.com
Wetlands are one of the most important ecosystems that provide a desirable habitat for a
great variety of flora and fauna. Wetland map** and modeling using Earth Observation …