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| 3D | maize | Plant Reconstruction Based on Georeferenced Overlapping LiDAR Point Clouds |
| Ability of Sun-Induced Chlorophyll Fluorescence From OCO-2 and MODIS-EVI to Monitor Spatial Variations of Soybean and | maize | Yields in the Midwestern USA, The |
| Active Optical Sensing of Spring | maize | for In-Season Diagnosis of Nitrogen Status Based on Nitrogen Nutrition Index |
| Airborne Hyperspectral Images and Ground-Level Optical Sensors As Assessment Tools for | maize | Nitrogen Fertilization |
| Analysis of Change in | maize | Plantation Distribution and Its Driving Factors in Heilongjiang Province, China |
| Analysis of | maize | Sowing Periods and Cycle Phases Using Sentinel 1&2 Data Synergy |
| Analysis of Vegetation Indices to Determine Nitrogen Application and Yield Prediction in | maize | (Zea mays L.) from a Standard UAV Service |
| Application of Color Featuring and Deep Learning in | maize | Plant Detection |
| Assessing canopy PRI from airborne imagery to map water stress in | maize | |
| Assessing Lodging Severity over an Experimental | maize | (Zea mays L.) Field Using UAS Images |
| Assessing Nitrogen Variability at Early Stages of | maize | Using Mobile Fluorescence Sensing |
| Assessing the Prospects of Remote Sensing | maize | Leaf Area Index Using UAV-Derived Multi-Spectral Data in Smallholder Farms across the Growing Season |
| Assessing the Self-Recovery Ability of | maize | after Lodging Using UAV-LiDAR Data |
| Assessment of Canopy Chlorophyll Content Retrieval in | maize | and Soybean: Implications of Hysteresis on the Development of Generic Algorithms |
| Assessment of | maize | Drought Risk in Midwestern Jilin Province: A Comparative Analysis of TOPSIS and VIKOR Models |
| Assimilation of LAI Derived from UAV Multispectral Data into the SAFY Model to Estimate | maize | Yield |
| Automatic Detection of | maize | Tassels from UAV Images by Combining Random Forest Classifier and VGG16 |
| Automatic Monitoring of | maize | Seedling Growth Using Unmanned Aerial Vehicle-Based RGB Imagery |
| Biophysical Variable Retrieval of Silage | maize | with Gaussian Process Regression and Hyperparameter Optimization Algorithms |
| Canopy Fluorescence Sensing for In-Season | maize | Nitrogen Status Diagnosis |
| Canopy-Level Photochemical Reflectance Index from Hyperspectral Remote Sensing and Leaf-Level Non-Photochemical Quenching as Early Indicators of Water Stress in | maize | |
| Characteristic Analysis of Droughts and Waterlogging Events for | maize | Based on a New Comprehensive Index through Coupling of Multisource Data in Midwestern Jilin Province, China |
| ClGanNet: A novel method for | maize | leaf disease identification using ClGan and deep CNN |
| Combining Optical, Fluorescence, Thermal Satellite, and Environmental Data to Predict County-Level | maize | Yield in China Using Machine Learning Approaches |
| Combining Spectral and Texture Features of UAS-Based Multispectral Images for | maize | Leaf Area Index Estimation |
| Comparative Analysis of Chinese HJ-1 CCD, GF-1 WFV and ZY-3 MUX Sensor Data for Leaf Area Index Estimations for | maize | |
| Comparative Estimation of | maize | Leaf Water Content Using Machine Learning Techniques and Unmanned Aerial Vehicle (UAV)-Based Proximal and Remotely Sensed Data, A |
| Comparison Between Traditional Texture Methods and Deep Learning Descriptors for Detection of Nitrogen Deficiency in | maize | Crops |
| Comparison of Multi-Methods for Identifying | maize | Phenology Using PhenoCams |
| Comprehensive Comparison of Machine Learning and Feature Selection Methods for | maize | Biomass Estimation Using Sentinel-1 SAR, Sentinel-2 Vegetation Indices, and Biophysical Variables, A |
| Crop Water Stress Index as a Proxy of Phenotyping | maize | Performance under Combined Water and Salt Stress |
| Detection and Analysis of Degree of | maize | Lodging Using UAV-RGB Image Multi-Feature Factors and Various Classification Methods |
| Detection and Counting of | maize | Leaves Based on Two-Stage Deep Learning with UAV-Based RGB Image |
| Detection of | maize | Tassels from UAV RGB Imagery with Faster R-CNN |
| Detection of Outliers in LiDAR Data Acquired by Multiple Platforms over Sorghum and | maize | |
| Digital Counts of | maize | Plants by Unmanned Aerial Vehicles (UAVs) |
| Discriminating Irrigated and Rainfed | maize | with Diurnal Fluorescence and Canopy Temperature Airborne Maps |
| Diurnal Response of Sun-Induced Fluorescence and PRI to Water Stress in | maize | Using a Near-Surface Remote Sensing Platform |
| Dynamic Characteristics of Canopy and Vegetation Water Content during an Entire | maize | Growing Season in Relation to Spectral-Based Indices |
| Dynamic Cosine Method for Normalizing Incidence Angle Effect on C-band Radar Backscattering Coefficient for | maize | Canopies Based on NDVI |
| Dynamic Influence Elimination and Chlorophyll Content Diagnosis of | maize | Using UAV Spectral Imagery |
| Dynamic | maize | Yield Predictions Using Machine Learning on Multi-Source Data |
| Early Identification of Seed | maize | and Common Maize Production Fields Using Sentinel-2 Images |
| Early Identification of Seed | maize | and Common Maize Production Fields Using Sentinel-2 Images |
| Early Yield Forecasting of | maize | by Combining Remote Sensing Images and Field Data with Logistic Models |
| Effect of Leaf Occlusion on Leaf Area Index Inversion of | maize | Using UAV-LiDAR Data |
| Effects of Mulching on | maize | Yield and Evapotranspiration in the Heihe River Basin, Northwest China |
| Enabling Deep-Neural-Network-Integrated Optical and SAR Data to Estimate the | maize | Leaf Area Index and Biomass with Limited In Situ Data |
| Enhancing | maize | Yield Simulations in Regional China Using Machine Learning and Multi-Data Resources |
| Erratum: Maresma, A., et al. Analysis of Vegetation Indices to Determine Nitrogen Application and Yield Prediction in | maize | (Zea mays L.) from a Standard UAV Service. Remote Sens. 2017, 9, 648 |
| Estimating Above-Ground Biomass of | maize | Using Features Derived from UAV-Based RGB Imagery |
| Estimating Crop Density From Multi-spectral UAV Imagery in | maize | Crop |
| Estimating Diurnal Courses of Gross Primary Production for | maize | : A Comparison of Sun-Induced Chlorophyll Fluorescence, Light-Use Efficiency and Process-Based Models |
| Estimating | maize | Above-Ground Biomass Using 3D Point Clouds of Multi-Source Unmanned Aerial Vehicle Data at Multi-Spatial Scales |
| Estimating Plant Nitrogen Concentration of | maize | using a Leaf Fluorescence Sensor across Growth Stages |
| Estimating the Biomass of | maize | with Hyperspectral and LiDAR Data |
| Estimating Vertical Chlorophyll Concentrations in | maize | in Different Health States Using Hyperspectral LiDAR |
| Estimation of Anthocyanins in Whole-Fertility | maize | Leaves Based on Ground-Based Hyperspectral Measurements |
| Estimation of Canopy Water Content by Means of Hyperspectral Indices Based on Drought Stress Gradient Experiments of | maize | in the North Plain China |
| Estimation of Daily | maize | Gross Primary Productivity by Considering Specific Leaf Nitrogen and Phenology via Machine Learning Methods |
| Estimation of | maize | Grain Protein Content and Yield by Assimilating LAI and LNA, Retrieved from Canopy Remote Sensing Data, into the DSSAT Model, The |
| Estimation of | maize | Photosynthesis Traits Using Hyperspectral Lidar Backscattered Intensity |
| Estimation of | maize | Residue Cover Using Landsat-8 OLI Image Spectral Information and Textural Features |
| Estimation of | maize | Yield and Flowering Time Using Multi-Temporal UAV-Based Hyperspectral Data |
| Ethiopian | maize | diseases recognition and classification using support vector machine |
| Evaluating Multi-Angle Photochemical Reflectance Index and Solar-Induced Fluorescence for the Estimation of Gross Primary Production in | maize | |
| Evaluating the Ability of the Sentinel-1 Cross-Polarization Ratio to Detect Spring | maize | Phenology Using Adaptive Dynamic Threshold |
| Evaluating the Hydrus-1D Model Optimized by Remote Sensing Data for Soil Moisture Simulations in the | maize | Root Zone |
| Evaluation of Drought Vulnerability of | maize | and Influencing Factors in Songliao Plain Based on the SE-DEA-Tobit Model |
| Evaluation of Ecosystem Water Use Efficiency Based on Coupled and Uncoupled Remote Sensing Products for | maize | and Soybean |
| Evaluation of Hybrid Models for | maize | Chlorophyll Retrieval Using Medium- and High-Spatial-Resolution Satellite Images |
| Evaluation of Hybrid Models to Estimate Chlorophyll and Nitrogen Content of | maize | Crops in the Framework of the Future CHIME Mission |
| Exploring Multisource Feature Fusion and Stacking Ensemble Learning for Accurate Estimation of | maize | Chlorophyll Content Using Unmanned Aerial Vehicle Remote Sensing |
| Fine-grained | maize | cultivar identification using filter-specific convolutional activations |
| Fitted PROSAIL Parameterization of Leaf Inclinations, Water Content and Brown Pigment Content for Winter Wheat and | maize | Canopies |
| Fixed-Threshold Method for Estimating Fractional Vegetation Cover of | maize | under Different Levels of Water Stress, A |
| Fusion of high resolution remote sensing images and terrestrial laser scanning for improved biomass estimation of | maize | |
| Green Area Index and Soil Moisture Retrieval in | maize | Fields Using Multi-Polarized C- and L-Band SAR Data and the Water Cloud Model |
| High-Accuracy Detection of | maize | Leaf Diseases CNN Based on Multi-Pathway Activation Function Module |
| High-Throughput Phenotyping of Canopy Cover and Senescence in | maize | Field Trials Using Aerial Digital Canopy Imaging |
| Higher Sensitivity of NIRv,Rad in Detecting Net Primary Productivity of C4 Than that of C3: Evidence from Ground Measurements of Wheat and | maize | |
| Hinting Pipeline and Multivariate Regression CNN for | maize | Kernel Counting on the Ear |
| Hyperspectral and Thermal Sensing of Stomatal Conductance, Transpiration, and Photosynthesis for Soybean and | maize | under Drought |
| Hyperspectral Indices for Predicting Nitrogen Use Efficiency in | maize | Hybrids |
| Identification and Severity Monitoring of | maize | Dwarf Mosaic Virus Infection Based on Hyperspectral Measurements |
| Identification Method for Spring | maize | in Northeast China Based on Spectral and Phenological Features, An |
| Identification of Seed | maize | Fields With High Spatial Resolution and Multiple Spectral Remote Sensing Using Random Forest Classifier |
| Identifying Crop Growth Stages from Solar-Induced Chlorophyll Fluorescence Data in | maize | and Winter Wheat from Ground and Satellite Measurements |
| Impact of Diurnal Variation in Vegetation Water Content on Radar Backscatter From | maize | During Water Stress |
| Impact of High-Cadence Earth Observation in | maize | Crop Phenology Classification |
| Improved | maize | cultivated area estimation over a large scale combining MODIS-EVI time series data and crop phenological information |
| Improving Spatial Disaggregation of Crop Yield by Incorporating Machine Learning with Multisource Data: A Case Study of Chinese | maize | Yield |
| Improving Spring | maize | Yield Estimation at Field Scale by Assimilating Time-Series HJ-1 CCD Data into the WOFOST Model Using a New Method with Fast Algorithms |
| In Situ Measuring Stem Diameters of | maize | Crops with a High-Throughput Phenotyping Robot |
| Individual | maize | Location and Height Estimation in Field from UAV-Borne LiDAR and RGB Images |
| Influence of Aerial Hyperspectral Image Processing Workflow on Nitrogen Uptake Prediction Accuracy in | maize | , The |
| Influence of Soil Properties on | maize | and Wheat Nitrogen Status Assessment from Sentinel-2 Data |
| Influences of Leaf-Specular Reflection on Canopy BRF Characteristics: A Case Study of Real | maize | Canopies With a 3-D Scene BRDF Model |
| Infrared Thermometry to Estimate Crop Water Stress Index and Water Use of Irrigated | maize | in Northeastern Colorado |
| Integrated Skeleton Extraction and Pruning Method for Spatial Recognition of | maize | Seedlings in MGV and UAV Remote Images, An |
| Integrated UAV-Based Multi-Source Data for Predicting | maize | Grain Yield Using Machine Learning Approaches |
| Kernel Based Subspace Projection of Near Infrared Hyperspectral Images of | maize | Kernels |
| Land Suitability Analysis of the Vhembe District, South Africa, The Case of | maize | and Sorghum, A |
| Leaf Nitrogen Concentration and Plant Height Prediction for | maize | Using UAV-Based Multispectral Imagery and Machine Learning Techniques |
| Machine Learning in the Analysis of Multispectral Reads in | maize | Canopies Responding to Increased Temperatures and Water Deficit |
| Machine Learning-Based Approaches for Predicting SPAD Values of | maize | Using Multi-Spectral Images |
| maize | Canopy and Leaf Chlorophyll Content Assessment from Leaf Spectral Reflectance: Estimation and Uncertainty Analysis across Growth Stages and Vertical Distribution |
| maize | Characteristics Estimation and Classification by Spectral Data under Two Soil Phosphorus Levels |
| maize | Ear Height and Ear-Plant Height Ratio Estimation with LiDAR Data and Vertical Leaf Area Profile |
| maize | Leaf Area Index Retrieval from Synthetic Quad Pol SAR Time Series Using the Water Cloud Model |
| maize | or Corn Crop Analysis, Production, Detection, Health, Change |
| maize | Plant Phenotyping: Comparing 3D Laser Scanning, Multi-View Stereo Reconstruction, and 3D Digitizing Estimates |
| maize | Yield Estimation in Intercropped Smallholder Fields Using Satellite Data in Southern Malawi |
| maize | Yield Prediction at an Early Developmental Stage Using Multispectral Images and Genotype Data for Preliminary Hybrid Selection |
| maize | Yield Prediction with Machine Learning, Spectral Variables and Irrigation Management |
| Mapping | maize | Area in Heterogeneous Agricultural Landscape with Multi-Temporal Sentinel-1 and Sentinel-2 Images Based on Random Forest |
| Mapping | maize | Cropland and Land Cover in Semi-Arid Region in Northern Nigeria Using Machine Learning and Google Earth Engine |
| Mapping | maize | Evapotranspiration at Field Scale Using SEBAL: A Comparison with the FAO Method and Soil-Plant Model Simulations |
| Mapping | maize | Tillage Practices over the Songnen Plain in Northeast China Using GEE Cloud Platform |
| Mapping | maize | Water Stress Based on UAV Multispectral Remote Sensing |
| Mapping Smallholder | maize | Farms Using Multi-Temporal Sentinel-1 Data in Support of the Sustainable Development Goals |
| Modeling Gross Primary Production of Midwestern US | maize | and Soybean Croplands with Satellite and Gridded Weather Data |
| Modelling Biophysical Parameters of | maize | Using Landsat 8 Time Series |
| Monitoring the Impact of Heat Damage on Summer | maize | on the Huanghuaihai Plain, China |
| Monitoring the Vertical Distribution of | maize | Canopy Chlorophyll Content Based on Multi-Angular Spectral Data |
| Multi-Year Mapping of | maize | and Sunflower in Hetao Irrigation District of China with High Spatial and Temporal Resolution Vegetation Index Series |
| Multilayer Data and Artificial Intelligence for the Delineation of Homogeneous Management Zones in | maize | Cultivation |
| Multiscale | maize | Tassel Identification Based on Improved RetinaNet Model and UAV Images |
| Multispectral Remote Sensing as a Tool to Support Organic Crop Certification: Assessment of the Discrimination Level between Organic and Conventional | maize | |
| National Scale | maize | Yield Estimation by Integrating Multiple Spectral Indexes and Temporal Aggregation |
| Nitrogen Status Assessment for Variable Rate Fertilization in | maize | through Hyperspectral Imagery |
| Non-Destructive Monitoring of | maize | Nitrogen Concentration Using a Hyperspectral LiDAR: An Evaluation from Leaf-Level to Plant-Level |
| Novel Remote Sensing-Based Modeling Approach for | maize | Light Extinction Coefficient Determination, A |
| Novel Technique Combining Image Processing, Plant Development Properties, and the Hungarian Algorithm, to Improve Leaf Detection in | maize | , A |
| Optimal Phenological Phase of | maize | for Yield Prediction with High-Frequency UAV Remote Sensing, The |
| Penetration Analysis of SAR Signals in the C and L Bands for Wheat, | maize | , and Grasslands |
| Phenology-Based Method to Map Cropping Patterns under a Wheat- | maize | Rotation Using Remotely Sensed Time-Series Data, A |
| Phenotyping Conservation Agriculture Management Effects on Ground and Aerial Remote Sensing Assessments of | maize | Hybrids Performance in Zimbabwe |
| Potential for the Detection of Irrigation Events on | maize | Plots Using Sentinel-1 Soil Moisture Products |
| Potential Of Multitemporal Tandem-x Derived Crop Surface Models For | maize | Growth Monitoring |
| Potential of Resampled Multispectral Data for Detecting Desmodium-brachiaria Intercropped With | maize | In A push-pull System |
| Predicting | maize | Yield at the Plot Scale of Different Fertilizer Systems by Multi-Source Data and Machine Learning Methods |
| Predicting Nitrogen Efficiencies in Mature | maize | with Parametric Models Employing In-Season Hyperspectral Imaging |
| Predicting the Chlorophyll Content of | maize | over Phenotyping as a Proxy for Crop Health in Smallholder Farming Systems |
| Prediction Model of | maize | Field Yield Based on the Fusion of Multitemporal and Multimodal UAV Data: A Case Study in Northeast China, A |
| Prediction of Early Season Nitrogen Uptake in | maize | Using High-Resolution Aerial Hyperspectral Imagery |
| Prediction of | maize | Yield at the City Level in China Using Multi-Source Data |
| Pretrained Deep Learning Networks and Multispectral Imagery Enhance | maize | LCC, FVC, and Maturity Estimation |
| Proposed Satellite-Based Crop Insurance System for Smallholder | maize | Farming, A |
| Quantitative Evaluation of | maize | Emergence Using UAV Imagery and Deep Learning |
| Quantitative Identification of | maize | Lodging-Causing Feature Factors Using Unmanned Aerial Vehicle Images and a Nomogram Computation |
| Quantitative Monitoring Method for Determining | maize | Lodging in Different Growth Stages, A |
| Regional | maize | Yield Hierarchical Linear Model Combining Landsat 8 Vegetative Indices and Meteorological Data: Case Study in Jilin Province, A |
| Remote Estimation of Nitrogen Vertical Distribution by Consideration of | maize | Geometry Characteristics |
| Remote Sensing Based Binary Classification of | maize | . Dealing with Residual Autocorrelation in Sparse Sample Situations |
| Remote Sensing-Based Quantification of the Summer | maize | Yield Gap Induced by Suboptimum Sowing Dates over North China Plain |
| Remote Sensing: Based Assessment of the Water-Use Efficiency of | maize | over a Large, Arid, Regional Irrigation District |
| Retrieval of Crop Variables from Proximal Multispectral UAV Image Data Using PROSAIL in | maize | Canopy |
| Retrieval of | maize | Leaf Area Index Using Hyperspectral and Multispectral Data |
| Retrieving SPAD Values of Summer | maize | Using UAV Hyperspectral Data Based on Multiple Machine Learning Algorithm |
| Retrieving the Bioenergy Potential from | maize | Crops Using Hyperspectral Remote Sensing |
| Risk Assessment of Different | maize | (Zea mays L.) Lodging Types in the Northeast and the North China Plain Based on a Joint Probability Distribution Model |
| Sensitivity Analysis of Canopy Structural and Radiative Transfer Parameters to Reconstructed | maize | Structures Based on Terrestrial LiDAR Data |
| Separating the Structural Components of | maize | for Field Phenotyping Using Terrestrial LiDAR Data and Deep Convolutional Neural Networks |
| Simulating an Autonomously Operating Low-Cost Static Terrestrial LiDAR for Multitemporal | maize | Crop Height Measurements |
| Soil Moisture Retrieval Method Based on Typical Polarization Decomposition Techniques for a | maize | Field from Full-Polarization Radarsat-2 Data, A |
| Spatial Analysis of Digital Imagery of Weeds in a | maize | Crop |
| Spatiotemporal Characteristics and Hazard Assessments of | maize | (Zea mays L.) Drought and Waterlogging: A Case Study in Songliao Plain of China |
| Spatiotemporal Derivation of Intermittent Ponding in a | maize | -Soybean Landscape from Planet Labs CubeSat Images |
| Spectral and Growth Characteristics of Willows and | maize | in Soil Contaminated with a Layer of Crude or Refined Oil |
| Stay-Green and Associated Vegetative Indices to Breed | maize | Adapted to Heat and Combined Heat-Drought Stresses |
| Stem-Leaf Segmentation and Phenotypic Trait Extraction of Individual | maize | Using Terrestrial LiDAR Data |
| Suitability of Satellite Imagery for Surveillance of | maize | Ear Damage by Cotton Bollworm (Helicoverpa armigera) Larvae |
| Super Resolved | maize | Plant Leaves Disease Detection Using Optimal Generative Adversarial Network |
| Temporal Variation and Component Allocation Characteristics of Geometric and Physical Parameters of | maize | Canopy for the Entire Growing Season |
| Temporal Vegetation Indices and Plant Height from Remotely Sensed Imagery Can Predict Grain Yield and Flowering Time Breeding Value in | maize | via Machine Learning Regression |
| Terrestrial laser scanning for plant height measurement and biomass estimation of | maize | |
| Testing the Contribution of Stress Factors to Improve Wheat and | maize | Yield Estimations Derived from Remotely-Sensed Dry Matter Productivity |
| Toward Generic Models for Green LAI Estimation in | maize | and Soybean: Satellite Observations |
| Towards Achieving Lightweight Deep Neural Network for Precision Agriculture with | maize | Disease Detection |
| UAV Multispectral Imagery Combined with the FAO-56 Dual Approach for | maize | Evapotranspiration Mapping in the North China Plain |
| UAV Oblique Imagery with an Adaptive Micro-Terrain Model for Estimation of Leaf Area Index and Height of | maize | Canopy from 3D Point Clouds |
| Usability, Strength and Practicality of The Upcoming Hyspiri In Detecting | maize | Gray Leafy Spot in Relation to Sentinel-2 Msi, Venµs And Landsat 8 Oli Spectral Band-settings |
| Use of Fluorescence Sensing to Detect Nitrogen and Potassium Variability in | maize | |
| Use of Multispectral Airborne Images to Improve In-Season Nitrogen Management, Predict Grain Yield and Estimate Economic Return of | maize | in Irrigated High Yielding Environments |
| Using Hyperspectral Crop Residue Angle Index to Estimate | maize | and Winter-Wheat Residue Cover: A Laboratory Study |
| Validation of Sentinel-2, MODIS, CGLS, SAF, GLASS and C3S Leaf Area Index Products in | maize | Crops |
| Weed Identification in | maize | , Sunflower, and Potatoes with the Aid of Convolutional Neural Networks |
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