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2025
Improved soil salinity estimation in arid regions: Leveraging bare soil periods and environmental factors
iScience
2025
Nitrogen nutritional diagnosis of winter oilseed rape (Brassica napus L.) using fractional-order derivative hyperspectral indices: Field evaluation of dual nitrogen nutritional indices
Industrial Crops and Products
2025
Optimal monitoring time of kiwifruit orchard soil moisture content under irrigation using the red-edge indices acquired by UAV-based mutilspectral data
Computers and Electronics in Agriculture
2025
Soil salinity estimation incorporating environmental covariables using UAV remote sensing for precision field management
Computers and Electronics in Agriculture
2025
Development of a Model for Soil Salinity Segmentation Based on Remote Sensing Data and Climate Parameters
Algorithms
2025
A Model Combining Sensitive Vegetation Indices and Fractional-Order Differential Characteristic Bands for SPAD Value Estimation in Cd-Contaminated Rice Leaves
Agriculture
2025
Estimating soil profile salinity under vegetation cover based on UAV multi-source remote sensing
Scientific Reports
2025
Predicting Soil Organic Carbon Content by Combining Unmanned Aerial Vehicle Multispectral Images and Machine Learning Algorithms
Journal of Soil Science and Plant Nutrition
2025
A novel inversion method of tobacco canopy nitrogen content based on vegetation index and color index
Smart Agricultural Technology
2025
Advances in Science, Technology & Innovation
2025
Artificial Intelligence and Data Science for Sustainability
2025
Precise Assimilation Prediction of Short-Term and Long-Term Maize Irrigation Water Based on EnKF-DSSAT and Fuzzy Optimization-DSSAT Models
IEEE Access
2025
Optimization of Multi-Source Remote Sensing Soil Salinity Estimation Based on Different Salinization Degrees
Remote Sensing
2024
Non-Destructive Prediction of Anthocyanin Content of Rosa chinensis Petals Using Digital Images and Machine Learning Algorithms
Horticulturae
2024
Inversion of Soil Salinity in the Irrigated Region along the Southern Bank of the Yellow River Using UAV Multispectral Remote Sensing
Agronomy
2024
Using Unmanned Aerial Vehicle Data to Improve Satellite Inversion: A Study on Soil Salinity
Land
2024
A Novel Algorithm to Detect White Flowering Honey Trees in Mixed Forest Ecosystems Using UAV-Based RGB Imaging
AgriEngineering
2024
Soil salinity monitoring model based on the synergistic construction of ground‐UAV‐satellite data
Soil Use and Management
2024
Future changes in soil salinization across Central Asia under CMIP6 forcing scenarios
Land Degradation & Development
2024
Soil Salinity Inversion Based on a Stacking Integrated Learning Algorithm
Agriculture
2024
An Interpretable Model for Salinity Inversion Assessment of the South Bank of the Yellow River Based on Optuna Hyperparameter Optimization and XGBoost
Agronomy
2024
Using Pseudo-Color Maps and Machine Learning Methods to Estimate Long-Term Salinity of Soils
Agronomy
2024
Inversion model of soil salinity in alfalfa covered farmland based on sensitive variable selection and machine learning algorithms
PeerJ
2024
Feature Selection and Regression Models for Multisource Data-Based Soil Salinity Prediction: A Case Study of Minqin Oasis in Arid China
Land
2024
NR-IQA for UAV hyperspectral image based on distortion constructing, feature screening, and machine learning
International Journal of Applied Earth Observation and Geoinformation
2023
Indirect Prediction of Salt Affected Soil Indicator Properties through Habitat Types of a Natural Saline Grassland Using Unmanned Aerial Vehicle Imagery
Land
2023
Inversion Model of Salt Content in Alfalfa-Covered Soil Based on a Combination of UAV Spectral and Texture Information
Agriculture
2023
Climate-Change-Driven Droughts and Tree Mortality: Assessing the Potential of UAV-Derived Early Warning Metrics
Remote Sensing
2023
Estimating soil salinity under sunflower cover in the Hetao Irrigation District based on unmanned aerial vehicle remote sensing
Land Degradation & Development
2023
Estimating and Mapping Soil Salinity in Multiple Vegetation Cover Periods by Using Unmanned Aerial Vehicle Remote Sensing
Remote Sensing
2023
Operational Mapping of Salinization Areas in Agricultural Fields Using Machine Learning Models Based on Low-Altitude Multispectral Images
Drones
2023
Eyes in the Sky: Drones Applications in the Built Environment under Climate Change Challenges
Drones
2023
Inversion of soil salinity in China’s Yellow River Delta using unmanned aerial vehicle multispectral technique
Environmental Monitoring and Assessment
2023
Multi-channel GCN ensembled machine learning model for molecular aqueous solubility prediction on a clean dataset
Molecular Diversity
2023
Soil Salinity Estimation for South Kazakhstan Based on SAR Sentinel-1 and Landsat-8,9 OLI Data with Machine Learning Models
Remote Sensing
2023
Soil Salinity Inversion Model Based on BPNN Optimization Algorithm for UAV Multispectral Remote Sensing
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2023
Estimation of Soil Salt Content at Different Depths Using UAV Multi-Spectral Remote Sensing Combined with Machine Learning Algorithms
Remote Sensing
2023
Estimating and mapping the dynamics of soil salinity under different crop types using Sentinel-2 satellite imagery
Geoderma
2023
Accuracy Comparison of Estimation on Cotton Leaf and Plant Nitrogen Content Based on UAV Digital Image under Different Nutrition Treatments
Agronomy
2023
Identification of Water Layer Presence in Paddy Fields Using UAV-Based Visible and Thermal Infrared Imagery
Agronomy
2022
Soil Salinity Inversion Model of Oasis in Arid Area Based on UAV Multispectral Remote Sensing
Remote Sensing
2022
Radar remote sensing-based inversion model of soil salt content at different depths under vegetation
PeerJ
2022
Estimation and Dynamic Analysis of Soil Salinity Based on UAV and Sentinel-2A Multispectral Imagery in the Coastal Area, China
Land
2021
Optimal window size selection for spectral information extraction of sampling points from UAV multispectral images for soil moisture content inversion
Computers and Electronics in Agriculture
2021
Soil Salinity Inversion in Coastal Corn Planting Areas by the Satellite-UAV-Ground Integration Approach
Remote Sensing
2021
Estimating the spatial distribution of soil total arsenic in the suspected contaminated area using UAV-Borne hyperspectral imagery and deep learning
Ecological Indicators
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