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- research-articleDecember 2024
GNSS-RTK data denoising and displacement-based blind modal analysis of a long-span bridge
AbstractDisplacement-based modal analysis has been proven to yield more robust and reliable modal parameter identification results compared to acceleration-based modal analysis. Global navigation satellite systems (GNSS) under real-time kinematic (RTK) ...
- research-articleDecember 2024
Few shot intelligent assessment method for compaction quality of earthwork considering uncertainty
Expert Systems with Applications: An International Journal (EXWA), Volume 256, Issue Chttps://doi.org/10.1016/j.eswa.2024.125000AbstractCurrent practices lack reliable models for continuously assessing compaction quality from limited data, which hinders effective compaction quality control and the acceptance of earthwork. Using material source parameters as inputs for assessment ...
- research-articleJuly 2024
Improving the fixed solution by processing the unmodeled errors in GNSS RTK long baseline positioning
AbstractUnmodeled errors materially affect the float solutions of both ambiguities and coordinates in global navigation satellite systems (GNSS), and thus also the fixed solution. Recently, extensive attempts have been made to guarantee the reliability of ...
- research-articleJune 2024
Enhancing precision of root-zone soil moisture content prediction in a kiwifruit orchard using UAV multi-spectral image features and ensemble learning
- Shidan Zhu,
- Ningbo Cui,
- Li Guo,
- Huaan Jin,
- Xiuliang Jin,
- Shouzheng Jiang,
- Zongjun Wu,
- Min Lv,
- Fei Chen,
- Quanshan Liu,
- Mingjun Wang
Computers and Electronics in Agriculture (COEA), Volume 221, Issue Chttps://doi.org/10.1016/j.compag.2024.108943Graphical abstractDisplay Omitted
Highlights- Extracting pure kiwifruit canopy information improves SMC estimation effectively.
- The optimal band combination algorithm efficiently screens band and FVC variables.
- The ensemble learning model for estimating SMC at different root-...
Accurate and real-time monitoring of soil moisture content (SMC) is of utmost importance for effective field irrigation and maximizing crop water productivity. However, a comprehensive investigation into the inversion study for determining ...
- research-articleApril 2024
Remote sensing of soil ridge height to visualize windbreak effectiveness in wind erosion control: A strategy for sustainable agriculture
Computers and Electronics in Agriculture (COEA), Volume 219, Issue Chttps://doi.org/10.1016/j.compag.2024.108778Graphical abstractDisplay Omitted
Highlights- Soil ridge height was used as an indicator for spatial distribution of wind erosion.
- Windbreak effects were visualized by comparing ridge height among distances.
- Sheltered area had greater ridge height than unsheltered areas after ...
Tree windbreaks have multifunctional benefits including wind damage reduction, soil erosion control, and biodiversity conservation. The removal and low adoption of tree windbreaks due to agricultural expansion are issues in many regions despite ...
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- research-articleDecember 2023
Remote safety system for a robot tractor using a monocular camera and a YOLO-based method
Computers and Electronics in Agriculture (COEA), Volume 215, Issue Chttps://doi.org/10.1016/j.compag.2023.108409Highlights- Developed a remote safety system for robot tractor to save labor and increase monitoring efficiency.
- Low-cost monocular cameras are used for obstacle detection and positioning.
- The Q-Q plot and t-test are proposed to improve the ...
Japanese agriculture faces serious problems caused by labor shortages due to both a decline in the agricultural population and the aging of the remaining agricultural population. Japanese government is actively promoting the use of agricultural ...
- research-articleNovember 2023
Comparing the predictive ability of Sentinel-2 multispectral imagery and a proximal hyperspectral sensor for the estimation of pasture nutritive characteristics in an intensive rotational grazing system
Computers and Electronics in Agriculture (COEA), Volume 214, Issue Chttps://doi.org/10.1016/j.compag.2023.108275Highlights- Models were trained to use Sentinel-2 multispectral data to predict pasture nutrient concentration.
- Sentinel-2 had comparable prediction accuracy to a proximal hyperspectral sensor.
- Sensitive spectral regions varied between the ...
Using remote sensing to estimate the nutritive characteristics of pasture in livestock systems is a rapidly developing area that has the potential to improve pasture management and utilisation and in turn improve livestock productivity. The ...
- research-articleDecember 2023
Analysis of the Influence of Domestic Mainstream RTCM Differential Data on RTK Positioning Results
CSAE '23: Proceedings of the 7th International Conference on Computer Science and Application EngineeringArticle No.: 44, Pages 1–7https://doi.org/10.1145/3627915.3628027In China, most provinces have established mature Continuous Operational Reference Systems (CORS) base stations, and enterprises such as Qianxun Spatial Intelligence Inc., (hereafter called Qianxun), China Mobile, and Six Points Technology have all ...
- research-articleJuly 2023
Work schedule optimization for electric agricultural robots in orchards
Computers and Electronics in Agriculture (COEA), Volume 210, Issue Chttps://doi.org/10.1016/j.compag.2023.107889Highlights- We present an algorithm to optimize electric agricultural robots' work schedules.
We developed an optimal work-scheduling algorithm for autonomous spraying electric robots in orchards. Orchards are often located in mountainous areas, where the slopes are greater than those in plain areas. The work efficiency of ...
- research-articleJune 2023
Stochastic modeling with robust Kalman filter for real-time kinematic GPS single-frequency positioning
AbstractThe centimeter-level positioning accuracy of real-time kinematic (RTK) depends on correctly resolving integer carrier-phase ambiguities. To improve the success rate of ambiguity resolution and obtain reliable positioning results, an enhanced ...
- research-articleApril 2023
Estimating ionospheric power spectral density for long-range RTK positioning using uncombined observations
AbstractIn uncombined long-range real-time kinematic positioning, the ionospheric delays are usually parameterized as a random-walk process, and its power spectral density (PSD) is a decisive parameter affecting the positioning performance. Since the ...
- research-articleMarch 2023
Investigation into the nonlinear Kalman filter to correct the INS/GNSS integrated navigation system
AbstractThe integrated navigation system is the inertial navigation system (INS), corrected by global navigation satellite system (GNSS) data. The correction could be done algorithmically by utilizing nonlinear Kalman filtering (NKF). In practice, the NKF ...
- research-articleSeptember 2022
Discontinuity interpretation and identification of potential rockfalls for high-steep slopes based on UAV nap-of-the-object photogrammetry
AbstractDiscontinuity extraction and interpretation of fractured masses is of high importance when analyzing rock slope stability. Regarding high-steep slopes, which are areas that are difficult to reach, traditional methods to obtain ...
Highlights- A complete practical solution is proposed for discontinuity interpretation and rockfall identification from filed investigation to indoor analysis.
- research-articleJuly 2022
A sequential ambiguity selection strategy for partial ambiguity resolution during RTK positioning in urban areas
AbstractUsually, it is difficult to implement integer ambiguity resolution within a short amount of time for GNSS positioning in urban areas due to the contamination of non-line-of-sight signals and multipath. This study proposes a sequential ambiguity ...
- ArticleJune 2022
Receptor Tyrosine Kinase KIT: A New Look for an Old Receptor
AbstractRTK KIT regulates a variety of crucial cellular processes via its cytoplasmic (CD) domain composed of the tyrosine kinase domain crowned by highly flexible domains - juxtamembrane region, kinase insert domain and C-tail, key recruitment regions ...
- research-articleJune 2022
Multiobjective path optimization for autonomous land levelling operations based on an improved MOEA/D-ACO
Computers and Electronics in Agriculture (COEA), Volume 197, Issue Chttps://doi.org/10.1016/j.compag.2022.106995Highlights- Path optimization in headland turning sequence for autonomous land levelling operation.
To improve the efficiency of the land levelling operation of a tractor-scraper system controlled by an autonomous guidance system which depends on the complete earthwork transportation and minimum navigation cost, it is crucial to ...
- research-articleAugust 2021
On the application of radio planning tools in open environments for the improvement of autoguidance systems used in precision agriculture
- Marián Fernández de Sevilla,
- Óscar Gutiérrez,
- Josefa Gómez,
- Abdelhamid Tayebi,
- Ángel Álvarez,
- Francisco Sáez de Adana
Computers and Electronics in Agriculture (COEA), Volume 187, Issue Chttps://doi.org/10.1016/j.compag.2021.106258Highlights- The Covermap simulation tool is used for autoguidance of farming vehicles.
- ...
Real Time Kinematic (RTK) systems, together with Global Navigation Satellite System (GNSS) networks, are real-time location systems that are widely used in precision agriculture for autoguidance systems in farm vehicles. The RTK uses a ...
- research-articleJanuary 2021
GLONASS FDMA data for RTK positioning: a five-system analysis
AbstractThe use of the GLONASS legacy signals for real-time kinematic positioning is considered. Due to the FDMA multiplexing scheme, the conventional CDMA observation model has to be modified to restore the integer estimability of the ambiguities. This ...
- research-articleDecember 2020
Application of High Precision GPS-BD RTK Differential Positioning in UAV
RICAI '20: Proceedings of the 2020 2nd International Conference on Robotics, Intelligent Control and Artificial IntelligencePages 102–105https://doi.org/10.1145/3438872.3439063Satellite navigation is a method to determine the position (longitude, latitude and altitude) and time of a point on the earth by using the global space positioning satellite system, accurately. This paper reports on localization system structure, high ...
- research-articleJune 2020
Assessment of BDS-3 global positioning service: ephemeris, SPP, PPP, RTK, and new signal
AbstractThe BDS-3 preliminary system was declared functional on December 27, 2018. It enables positioning service on a global scale. This study conducts a comprehensive investigation of the BDS-3 global service from the perspective of positioning, ...