Spectral comparison of UAV-Based hyper and multispectral cameras for precision viticulture
Analysis of the spectral response of vegetation using optical sensors for non-destructive
remote monitoring represents a key element for crop monitoring. Considering the wide …
remote monitoring represents a key element for crop monitoring. Considering the wide …
Mapping land-use intensity of grasslands in Germany with machine learning and Sentinel-2 time series
M Lange, H Feilhauer, I Kühn, D Doktor - Remote Sensing of Environment, 2022 - Elsevier
Abstract Information on grassland land-use intensity (LUI) is crucial for understanding trends
and dynamics in biodiversity, ecosystem functioning, earth system science and …
and dynamics in biodiversity, ecosystem functioning, earth system science and …
UAV LiDAR metrics for monitoring crop height, biomass and nitrogen uptake: a case study on a winter wheat field trial
Efficient monitoring of crop traits such as biomass and nitrogen uptake is essential for an
optimal application of nitrogen fertilisers. However, currently available remote sensing …
optimal application of nitrogen fertilisers. However, currently available remote sensing …
Crop stress detection from UAVs: best practices and lessons learned for exploiting sensor synergies
E Chakhvashvili, M Machwitz, M Antala… - Precision …, 2024 - Springer
Introduction Detecting and monitoring crop stress is crucial for ensuring sufficient and
sustainable crop production. Recent advancements in unoccupied aerial vehicle (UAV) …
sustainable crop production. Recent advancements in unoccupied aerial vehicle (UAV) …
Herbage mass, N concentration, and N uptake of temperate grasslands can adequately be estimated from UAV-based image data using machine learning
Precise and timely information on biomass yield and nitrogen uptake in intensively managed
grasslands are essential for sustainable management decisions. Imaging sensors mounted …
grasslands are essential for sustainable management decisions. Imaging sensors mounted …
Reviewing the essential roles of remote phenotyping, GWAS and explainable AI in practical marker-assisted selection for drought-tolerant winter wheat breeding
I Chang-Brahim, LJ Koppensteiner… - Frontiers in Plant …, 2024 - frontiersin.org
Marker-assisted selection (MAS) plays a crucial role in crop breeding improving the speed
and precision of conventional breeding programmes by quickly and reliably identifying and …
and precision of conventional breeding programmes by quickly and reliably identifying and …
Multi-year aboveground data of minirhizotron facilities in Selhausen
Improved understanding of crops' response to soil water stress is important to advance soil-
plant system models and to support crop breeding, crop and varietal selection, and …
plant system models and to support crop breeding, crop and varietal selection, and …
[HTML][HTML] Mapping functional diversity of canopy physiological traits using UAS imaging spectroscopy
Plant functional diversity (FD) is a component of biodiversity linking plant functional traits to
ecosystem processes (eg, photosynthesis) and services (eg, gross primary production) …
ecosystem processes (eg, photosynthesis) and services (eg, gross primary production) …
Bundle adjustment with motion constraints for uncalibrated multi-camera systems at the ground level
Multi-camera systems for structure from motion (SfM) are widely deployed in many mapping
applications. Existing solutions assume known rig calibration, synchronized frames among …
applications. Existing solutions assume known rig calibration, synchronized frames among …
Inversion analysis of soil nitrogen content using hyperspectral images with different preprocessing methods
H Jiachen, H Jing, L Gang, L Weile, L Zhe, L Zhi - Ecological Informatics, 2023 - Elsevier
Unmanned aerial vehicle (UAV) hyperspectral data can provide accurate and detailed
spectral information on the surface of features, leading to a better understanding of the …
spectral information on the surface of features, leading to a better understanding of the …