Addition of fake imagery generated by generative adversarial networks for improving crop classification
R Sonobe, H Tani, H Shimamura… - Advances in Space …, 2024 - Elsevier
Combining synthetic aperture radar and optical imagery can effectively improve crop type
identification. However, optical remote sensing imagery is limited by cloud contamination. In …
identification. However, optical remote sensing imagery is limited by cloud contamination. In …
Estimating Corn Growth Parameters by Integrating Optical and Synthetic Aperture Radar Features into the Water Cloud Model
Y Wang, Z Wu, S Luo, X Liu, S Liu, X Huang - Agriculture, 2024 - mdpi.com
Crop growth parameters are the basis for evaluation of crop growth status and crop yield.
The aim of this study was to develop a more accurate estimation model for corn growth …
The aim of this study was to develop a more accurate estimation model for corn growth …
Soil moisture retrieval from dual-polarized Sentinel-1 SAR data over agricultural regions using a water cloud model
The accurate retrieval of soil moisture plays a pivotal role in agriculture, particularly in
effective irrigation water management, as it significantly affects crop growth and yield. The …
effective irrigation water management, as it significantly affects crop growth and yield. The …
Optimize the Estimation of Maize Height Using Sentinel-1: A Case Study in Umbria, Italy
I Hrelja, A Soccolini, S Antognelli… - … on Computational Science …, 2024 - Springer
Height is an important parameter to evaluate the crops growing state, being strongly
correlated to plant other biophysical features. An accurate of this variable can allow farmers …
correlated to plant other biophysical features. An accurate of this variable can allow farmers …
Surface soil moisture estimation in bare agricultural soil using modified Dubois model for Sentinel-1 C-band SAR data
A Murugesan, R Dave… - Journal of …, 2023 - journal.agrimetassociation.org
Surface soil moisture has vital role in water energy balance, climate change and agriculture
mainly for crop water requirements and irrigation scheduling. Microwave remote sensing …
mainly for crop water requirements and irrigation scheduling. Microwave remote sensing …
Evaluation of Satellite-Based Models for Surface Soil Moisture Estimation Using Sentinel-1 Data: A Case Study
To comprehend natural disasters such as floods, droughts, and landslides, assessment of
soil moisture variation over time becomes essential, especially in the Himalayan region of …
soil moisture variation over time becomes essential, especially in the Himalayan region of …