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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 …
A review of estimation methods for aboveground biomass in grasslands using UAV
Grasslands are one of the world's largest ecosystems, accounting for 30% of total terrestrial
biomass. Considering that aboveground biomass (AGB) is one of the most essential …
biomass. Considering that aboveground biomass (AGB) is one of the most essential …
[HTML][HTML] Complementary use of ground-based proximal sensing and airborne/spaceborne remote sensing techniques in precision agriculture: A systematic review
As the global population continues to increase, projected to reach an estimated 9.7 billion
people by 2050, there will be a growing demand for food production and agricultural …
people by 2050, there will be a growing demand for food production and agricultural …
Placement and drone flight path map** of agricultural soil sensors using machine learning
Accurate soil data, which can be collected with agricultural sensors spaced at the half-
variogram range, is crucial information for precision agriculture. Drones offer a unique …
variogram range, is crucial information for precision agriculture. Drones offer a unique …
[HTML][HTML] Improvement of pasture biomass modelling using high-resolution satellite imagery and machine learning
Robust quantification of vegetative biomass using satellite imagery using one or more forms
of machine learning (ML) has hitherto been hindered by the extent and quality of training …
of machine learning (ML) has hitherto been hindered by the extent and quality of training …
Combining spectrum, thermal, and texture features using machine learning algorithms for wheat nitrogen nutrient index estimation and model transferability analysis
S Zhang, J Duan, X Qi, Y Gao, L He, L Liu, T Guo… - … and Electronics in …, 2024 - Elsevier
The nitrogen nutrition index (NNI) has been extensively applied for the diagnosis of crop
nitrogen status, providing insights into efficient nitrogen utilization and plant growth. In this …
nitrogen status, providing insights into efficient nitrogen utilization and plant growth. In this …
Estimation of nitrogen content in wheat using indices derived from RGB and thermal infrared imaging
R Li, D Wang, B Zhu, T Liu, C Sun, Z Zhang - Field Crops Research, 2022 - Elsevier
The important period of wheat grain accumulation is from the flowering stage to the filling
stage, and the nitrogen content of wheat in this period is of great significance to the yield …
stage, and the nitrogen content of wheat in this period is of great significance to the yield …
[HTML][HTML] A systematic review of UAV applications for map** neglected and underutilised crop species' spatial distribution and health
Timely, accurate spatial information on the health of neglected and underutilised crop
species (NUS) is critical for optimising their production and food and nutrition in develo** …
species (NUS) is critical for optimising their production and food and nutrition in develo** …
Modeling the impacts of 2D/3D urban structure on PM2. 5 at high resolution by combining UAV multispectral/LiDAR measurements and multi-source remote sensing …
R Lyu, J Zhang, J Pang, J Zhang - Journal of Cleaner Production, 2024 - Elsevier
Understanding the impacts of 2D/3D urban structure on PM 2.5 is critical for protecting
resident health and sustainable development. However, accurate understanding is limited …
resident health and sustainable development. However, accurate understanding is limited …
Estimating Winter Wheat Plant Nitrogen Content by Combining Spectral and Texture Features Based on a Low-Cost UAV RGB System throughout the Growing …
As prior information for precise nitrogen fertilization management, plant nitrogen content
(PNC), which is obtained timely and accurately through a low-cost method, is of great …
(PNC), which is obtained timely and accurately through a low-cost method, is of great …