Review of synthetic aperture radar with deep learning in agricultural applications
Abstract Synthetic Aperture Radar (SAR) observations, valued for their consistent acquisition
schedule and not being affected by cloud cover and variations between day and night, have …
schedule and not being affected by cloud cover and variations between day and night, have …
[HTML][HTML] The use of synthetic aperture radar technology for crop biomass monitoring: a systematic review
M Parag, R Lottering, K Peerbhay, N Agjee… - … Applications: Society and …, 2023 - Elsevier
In agriculture, crop biomass is a vital indicator of the overall health of an ecosystem. Recent
developments in synthetic aperture radar (SAR) technologies have promoted the application …
developments in synthetic aperture radar (SAR) technologies have promoted the application …
[HTML][HTML] From cropland to cropped field: A robust algorithm for national-scale mapping by fusing time series of Sentinel-1 and Sentinel-2
Detailed and updated maps of actively cropped fields on a national scale are vital for global
food security. Unfortunately, this information is not provided in existing land cover datasets …
food security. Unfortunately, this information is not provided in existing land cover datasets …
[HTML][HTML] NESEA-Rice10: high-resolution annual paddy rice maps for Northeast and Southeast Asia from 2017 to 2019
An accurate paddy rice map is crucial for ensuring food security, particularly for Southeast
and Northeast Asia. MODIS satellite data are useful for mapping paddy rice at continental …
and Northeast Asia. MODIS satellite data are useful for mapping paddy rice at continental …
Moving Toward L‐Band NASA‐ISRO SAR Mission (NISAR) Dense Time Series: Multipolarization Object‐Based Classification of Wetlands Using Two Machine …
Given the key role wetlands play in climate regulation and shoreline stabilization, identifying
their spatial distribution is essential for the management, restoration, and protection of these …
their spatial distribution is essential for the management, restoration, and protection of these …
[HTML][HTML] Crop yield estimation at different growing stages using a synergy of SAR and optical remote sensing data
Crop yield forecasting is an essential component of crop production assessment, impacting
people at the global scale down to the level of individual farms. Until now, yield forecasting …
people at the global scale down to the level of individual farms. Until now, yield forecasting …
Mapping spatial-temporal nationwide soybean planting area in Argentina using Google Earth Engine
Argentina is one of the three most crucial soybean-producing countries in the world. Timely
and accurate monitoring of the soybean planting area and its changes across the country is …
and accurate monitoring of the soybean planting area and its changes across the country is …
AsiaRiceMap10m: high-resolution annual paddy rice maps for Southeast and Northeast Asia from 2017 to 2019
An accurate paddy rice map is crucial for food security, particularly for Southeast and
Northeast Asia. The MODIS satellite data is useful for mapping paddy rice at continental …
Northeast Asia. The MODIS satellite data is useful for mapping paddy rice at continental …
Evaluating NISAR's cropland mapping algorithm over the conterminous United States using Sentinel-1 data
Accurate knowledge of the distribution, breadth and change in agricultural activity is
important to food security and the related trade and policy mechanisms. Routine …
important to food security and the related trade and policy mechanisms. Routine …
[HTML][HTML] Mapping upland crop–rice cropping systems for targeted sustainable intensification in South China
Upland crop-rice cropping systems (UCR) facilitate sustainable agricultural intensification.
Accurate UCR cultivation mapping is needed to ensure food security, sustainable water …
Accurate UCR cultivation mapping is needed to ensure food security, sustainable water …