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References from Three-Dimensional Optimized Spectral Indices for Leaf Water Content Assessment in Arid Oasis Fruit Orchards. Local targets link to admitted publications; unresolved targets remain external evidence.
Modeling seasonal water status and predicting yield in almond orchards using UAV multi-sensor and meteorological data
10.1016/j.agwat.2025.109868 · 2025 · External reference
A systematic review on soil moisture estimation using remote sensing data for agricultural applications
10.1016/j.srs.2025.100328 · 2025 · External reference
A UAV-based method for root zone soil moisture modeling of different farmland scale with grain and economic crops
10.1016/j.agwat.2025.109932 · 2025 · External reference
Improving agricultural water use efficiency in arid and semiarid areas of China
10.1016/j.agwat.2005.07.021 · 2006 · External reference
10.3390/geosciences14010014
10.3390/geosciences14010014 · External reference
Smart irrigation monitoring and control strategies for improving water use efficiency in precision agriculture: A review
10.1016/j.agwat.2021.107324 · 2022 · External reference
10.1007/978-1-4419-7491-4
10.1007/978-1-4419-7491-4 · External reference
Integrative analysis of transboundary land use conflicts in the Aral Sea Basin: A multi-scale assessment of drivers and strategies for sustainable management
2025 · External reference
Assessing Ecological Quality Dynamics and Driving Factors in the Irtysh River Basin using AWBEI and OPGD approaches
2024 · External reference
Explainable Machine Learning Insights into Wetland Dynamics and Carbon Storage in the Irtysh River Basin
10.1007/s41748-025-00656-5 · 2025 · External reference
10.3390/rs9070745
10.3390/rs9070745 · External reference
Unresolved reference
External reference
10.3390/drones8110686
10.3390/drones8110686 · External reference
10.3390/horticulturae10050516
10.3390/horticulturae10050516 · External reference
From satellite to UAV-based remote sensing: A review on precision agriculture
10.1109/access.2023.3330886 · 2023 · External reference
Inversion of maize leaf area index from UAV hyperspectral and multispectral imagery
10.1016/j.compag.2023.108020 · 2023 · External reference
10.3390/rs16203780
10.3390/rs16203780 · External reference
10.3390/s22093503
10.3390/s22093503 · External reference
10.3390/drones8100559
10.3390/drones8100559 · External reference
Deep Learning and Edge Computing in Agriculture: A Comprehensive Review of Recent Trends and Innovations
10.1109/access.2025.3595621 · 2025 · External reference
10.3390/f15122126
10.3390/f15122126 · External reference
10.3390/plants13213070
10.3390/plants13213070 · External reference
Assessing optimal flight parameters for generating accurate multispectral orthomosaicks by UAV to support site-specific crop management
10.3390/rs71012793 · 2015 · External reference
Managing irrigation of fruit trees using plant water status
2012 · External reference
Unresolved reference
External reference
UAV-based multispectral remote sensing for precision agriculture: A comparison between different cameras
10.1016/j.isprsjprs.2018.09.008 · 2018 · External reference
Strategies for the efficient estimation of soil organic matter in salt-affected soils through Vis-NIR spectroscopy: Optimal band combination algorithm and spectral degradation
10.1016/j.geoderma.2020.114729 · 2021 · External reference
Improving estimation of maize leaf area index by combining of UAV-based multispectral and thermal infrared data: The potential of new texture index
10.1016/j.compag.2023.108294 · 2023 · External reference
Random forest in remote sensing: A review of applications and future directions
10.1016/j.isprsjprs.2016.01.011 · 2016 · External reference
Application of Fractional-Order Derivative in the Quantitative Estimation of Soil Organic Matter Content through Visible and near-Infrared Spectroscopy
10.1016/j.geoderma.2018.10.025 · 2019 · External reference
10.3390/rs18050807
10.3390/rs18050807 · External reference
10.3390/agronomy14081664
10.3390/agronomy14081664 · External reference
Estimation of plant water concentration by the reflectance water index WI (R900/R970)
10.1080/014311697217396 · 1997 · External reference
Towards practical semi-empirical models for the estimation of leaf and canopy water contents from hyperspectral reflectance
10.1016/j.compag.2023.108309 · 2023 · External reference
10.3390/app14051749
10.3390/app14051749 · External reference
Designing Optimal Spectral Indexes for Remote Sensing Applications
10.1109/36.536541 · 1996 · External reference
Leaf water content estimation using top-of-canopy airborne hyperspectral data
2021 · External reference
A multi-angular invariant spectral index for the estimation of leaf water content across a wide range of plant species in different growth stages
10.1016/j.rse.2020.112230 · 2021 · External reference
Orchard management with small unmanned aerial vehicles: A survey of sensing and analysis approaches
10.1007/s11119-021-09813-y · 2021 · External reference
10.3390/pr13103087
10.3390/pr13103087 · External reference
Rapid Determination of Leaf Water Content Using VIS/NIR Spectroscopy Analysis with Wavelength Selection
10.1155/2012/276795 · 2012 · External reference
A novel spectral index for estimating leaf water content using infrared atmospheric window edge bands
10.1016/j.compag.2025.110170 · 2025 · External reference
Comparison of various approaches for estimating leaf water content and stomatal conductance in different plant species using hyperspectral data
10.1016/j.ecolind.2022.109278 · 2022 · External reference
Leaf water content determination of oilseed rape using near-infrared hyperspectral imaging with deep learning regression methods
10.1016/j.infrared.2023.104921 · 2023 · External reference
Use of spectral index-assisted machine learning to improve the accuracy of maize leaf water content estimation
2025 · External reference
10.3390/rs13204091
10.3390/rs13204091 · External reference
10.3389/fpls.2024.1458589
10.3389/fpls.2024.1458589 · External reference
