Remote sensing in field crop monitoring: A comprehensive review of sensor systems, data analyses and recent advances
The key elements that underpin food security require the adaptation of agricultural systems
to support productivity increases while minimizing inputs and the adverse effects of climate …
to support productivity increases while minimizing inputs and the adverse effects of climate …
Machine learning-aided operations and communications of unmanned aerial vehicles: A contemporary survey
Over the past decade, Unmanned Aerial Vehicles (UAVs) have provided pervasive, efficient,
and cost-effective solutions for data collection and communications. Their excellent mobility …
and cost-effective solutions for data collection and communications. Their excellent mobility …
[HTML][HTML] Machine learning and remote sensing techniques applied to estimate soil indicators–review
The demand for food based on intensive agriculture has decreased soil quality, posing great
challenges such as increasing agricultural productivity and promoting environmental …
challenges such as increasing agricultural productivity and promoting environmental …
Machine learning-based detection of soil salinity in an arid desert region, Northwest China: A comparison between Landsat-8 OLI and Sentinel-2 MSI
Accurate assessment of soil salinization is considered as one of the most important steps in
combating global climate change, especially in arid and semi-arid regions. Multi-spectral …
combating global climate change, especially in arid and semi-arid regions. Multi-spectral …
Challenges and opportunities in remote sensing for soil salinization mapping and monitoring: A review
Meeting current needs without compromising future generations' ability to meet theirs is the
only path toward achieving environmental sustainability. As the most valuable natural …
only path toward achieving environmental sustainability. As the most valuable natural …
Capability of Sentinel-2 MSI data for monitoring and mapping of soil salinity in dry and wet seasons in the Ebinur Lake region, Xinjiang, China
Soil salinization is one of the most important causes for land degradation and desertification
and is an important threat to land management, farming activities, water quality, and …
and is an important threat to land management, farming activities, water quality, and …
Assessing the performance of machine learning algorithms for soil salinity mapping in Google Earth Engine platform using Sentinel-2A and Landsat-8 OLI data
Soil salinization caused by natural and anthropogenic factors is an important environmental
hazard especially in arid and semi-arid regions of the world. Accumulation of salts in the soil …
hazard especially in arid and semi-arid regions of the world. Accumulation of salts in the soil …
A novel remote sensing monitoring index of salinization based on three-dimensional feature space model and its application in the Yellow River Delta of China
B Guo, M Lu, Y Fan, H Wu, Y Yang… - … , Natural Hazards and …, 2023 - Taylor & Francis
Previous studies were mostly conducted based on two-dimensional feature space to monitor
salinization, while studies on dense long-term salinization monitoring based on three …
salinization, while studies on dense long-term salinization monitoring based on three …
Unmanned aerial vehicle (UAV) remote sensing in grassland ecosystem monitoring: A systematic review
X Lyu, X Li, D Dang, H Dou, K Wang, A Lou - Remote Sensing, 2022 - mdpi.com
In recent years, the application of unmanned aerial vehicle (UAV) remote sensing in
grassland ecosystem monitoring has increased, and the application directions have …
grassland ecosystem monitoring has increased, and the application directions have …
Review on unmanned aerial vehicles, remote sensors, imagery processing, and their applications in agriculture
D Olson, J Anderson - Agronomy Journal, 2021 - Wiley Online Library
Unmanned aerial vehicles (UAV) and the sensors they can be equipped with are becoming
more technologically advanced and common place within the agricultural industry. The …
more technologically advanced and common place within the agricultural industry. The …