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| 3D-ResNet-BiLSTM Model: A Deep Learning Model for County-Level | soybean | Yield Prediction with Time-Series Sentinel-1, Sentinel-2 Imagery, and Daymet Data |
| 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 |
| Algorithm for | soybean | Classification Using Medium Resolution Satellite Images |
| Application of complex networks for automatic classification of damaging agents in | soybean | leaflets |
| Assessing the Variability of Corn and | soybean | Yields in Central Iowa Using High Spatiotemporal Resolution Multi-Satellite Imagery |
| Assessing within-Field Corn and | soybean | Yield Variability from WorldView-3, Planet, Sentinel-2, and Landsat 8 Satellite Imagery |
| Assessment of a Proximal Sensing-integrated Crop Model for Simulation of | soybean | Growth and Yield |
| Assessment of Canopy Chlorophyll Content Retrieval in Maize and | soybean | : Implications of Hysteresis on the Development of Generic Algorithms |
| Automated mapping of | soybean | and corn using phenology |
| Bridging the gap between crop breeding and GeoAI: | soybean | yield prediction from multispectral UAV images with transfer learning |
| Classification of | soybean | Genotypes Assessed Under Different Water Availability and at Different Phenological Stages Using Leaf-Based Hyperspectral Reflectance |
| Closing the Phenotyping Gap: High Resolution UAV Time Series for | soybean | Growth Analysis Provides Objective Data from Field Trials |
| DBN wavelet transform denoising method in | soybean | straw composition based on near-infrared rapid detection |
| Detecting Recent Crop Phenology Dynamics in Corn and | soybean | Cropping Systems of Kentucky |
| Developing a New Vegetation Index Using Cyan, Orange, and Near Infrared Bands to Analyze | soybean | Growth Dynamics |
| Differentiate | soybean | Response to Off-Target Dicamba Damage Based on UAV Imagery and Machine Learning |
| Dual-Frequency Retrieval of Soil Moisture from L- and S-Band Radar Data for Corn and | soybean | |
| Early Detection of Crop Injury from Glyphosate on | soybean | and Cotton Using Plant Leaf Hyperspectral Data |
| Early Detection of Dicamba and 2,4-D Herbicide Drifting Injuries on | soybean | with a New Spatial-Spectral Algorithm Based on LeafSpec, an Accurate Touch-Based Hyperspectral Leaf Scanner |
| Effects of Ambient Ozone on | soybean | Biophysical Variables and Mineral Nutrient Accumulation |
| Establishment of Plot-Yield Prediction Models in | soybean | Breeding Programs Using UAV-Based Hyperspectral Remote Sensing |
| Estimating Sub-Pixel | soybean | Fraction from Time-Series MODIS Data Using an Optimized Geographically Weighted Regression Model |
| Estimation and analysis of gross primary production of | soybean | under various management practices and drought conditions |
| Estimation of SOS and EOS for Midwestern US Corn and | soybean | Crops |
| Estimation of | soybean | Yield by Combining Maturity Group Information and Unmanned Aerial Vehicle Multi-Sensor Data Using Machine Learning |
| Estimation of the Maturity Date of | soybean | Breeding Lines Using UAV-Based Multispectral Imagery |
| Evaluating accuracy of DSSAT model for | soybean | yield estimation using satellite weather data |
| Evaluating Optical Remote Sensing Methods for Estimating Leaf Area Index for Corn and | soybean | |
| Evaluating the Impact of the 2020 Iowa Derecho on Corn and | soybean | Fields Using Synthetic Aperture Radar |
| Evaluating the Spectral Response and Yield of | soybean | Following Exposure to Sublethal Rates of 2,4-D and Dicamba at Vegetative and Reproductive Growth Stages |
| Evaluation of Ecosystem Water Use Efficiency Based on Coupled and Uncoupled Remote Sensing Products for Maize and | soybean | |
| Gated Recurrent Units (GRU)-Based Model for Early Detection of | soybean | Sudden Death Syndrome through Time-Series Satellite Imagery, A |
| Geostatistical Approach for Modeling | soybean | Crop Area and Yield Based on Census and Remote Sensing Data, A |
| Hierarchical Classification of | soybean | in the Brazilian Savanna Based on Harmonized Landsat Sentinel Data |
| High Throughput Phenotyping of Physiological Growth Dynamics From Uas-based 3d Modeling in | soybean | |
| High-Resolution | soybean | Yield Mapping Across the US Midwest Using Subfield Harvester Data |
| High-Throughput Phenotyping Analysis of Potted | soybean | Plants Using Colorized Depth Images Based on A Proximal Platform |
| High-Throughput Phenotyping of | soybean | Maturity Using Time Series UAV Imagery and Convolutional Neural Networks |
| Hyperspectral and Thermal Sensing of Stomatal Conductance, Transpiration, and Photosynthesis for | soybean | and Maize under Drought |
| Identification of the Initial Anthesis of | soybean | Varieties Based on UAV Multispectral Time-Series Images |
| Incorporating environmental variables into a MODIS-based crop yield estimation method for United States corn and | soybean | s through the use of a random forest regression algorithm |
| Leaf and Canopy Level Detection of Fusarium Virguliforme (Sudden Death Syndrome) in | soybean | |
| Machine Learning in the Classification of | soybean | Genotypes for Primary Macronutrients' Content Using UAV-Multispectral Sensor |
| Machine Learning Techniques to Predict | soybean | Plant Density Using UAV and Satellite-Based Remote Sensing |
| Mapping corn and | soybean | phenometrics at field scales over the United States Corn Belt by fusing time series of Landsat 8 and Sentinel-2 data with VIIRS data |
| Modeling Gross Primary Production of Midwestern US Maize and | soybean | Croplands with Satellite and Gridded Weather Data |
| Optimal | soybean | (Glycine max L.) Land Suitability Using GIS-Based Multicriteria Analysis and Sentinel-2 Multitemporal Images |
| Phenology-guided Bayesian-CNN (PB-CNN) framework for | soybean | yield estimation and uncertainty analysis, A |
| Predicting Days to Maturity, Plant Height, and Grain Yield in | soybean | : A Machine and Deep Learning Approach Using Multispectral Data |
| Predicting | soybean | Yield at the Regional Scale Using Remote Sensing and Climatic Data |
| Prediction of Areal | soybean | Lodging Using a Main Stem Elongation Model and a Soil-Adjusted Vegetation Index That Accounts for the Ratio of Vegetation Cover |
| Prediction of sweetness and amino acid content in | soybean | crops from hyperspectral imagery |
| Production Efficiency Model-Based Method for Satellite Estimates of Corn and | soybean | Yields in the Midwestern US, A |
| Quantifying Effects of Excess Water Stress at Early | soybean | Growth Stages Using Unmanned Aerial Systems |
| Random Forest Algorithm for Retrieving Canopy Chlorophyll Content of Wheat and | soybean | Trained with PROSAIL Simulations Using Adjusted Average Leaf Angle, A |
| Rating Iron Deficiency in | soybean | Using Image Processing and Decision-Tree Based Models |
| Retrieving | soybean | Leaf Area Index from Unmanned Aerial Vehicle Hyperspectral Remote Sensing: Analysis of RF, ANN, and SVM Regression Models |
| Retrieving Surface Soil Moisture over Wheat and | soybean | Fields during Growing Season Using Modified Water Cloud Model from Radarsat-2 SAR Data |
| Semi-automatic leaf disease detection and classification system for | soybean | culture |
| soybean | Crop Analysis, Beans, Production, Detection, Health, Change |
| soybean | Crop Area Estimation And Mapping In Mato Grosso State, Brazil |
| soybean | crop coverage estimation from NDVI images with different spatial resolution to evaluate yield variability in a plot |
| soybean | Disease Monitoring with Leaf Reflectance |
| soybean | EOS Spatiotemporal Characteristics and Their Climate Drivers in Global Major Regions |
| soybean | seed composition prediction from standing crops using PlanetScope satellite imagery and machine learning |
| Spatiotemporal Derivation of Intermittent Ponding in a Maize- | soybean | Landscape from Planet Labs CubeSat Images |
| Three-Dimensional Reconstruction of | soybean | Canopies Using Multisource Imaging for Phenotyping Analysis |
| Toward Generic Models for Green LAI Estimation in Maize and | soybean | : Satellite Observations |
| Toward Multi-Stage Phenotyping of | soybean | with Multimodal UAV Sensor Data: A Comparison of Machine Learning Approaches for Leaf Area Index Estimation |
| Transfer Learning from Synthetic In-vitro | soybean | Pods Dataset for In-situ Segmentation of On-branch Soybean Pods |
| Transfer Learning from Synthetic In-vitro | soybean | Pods Dataset for In-situ Segmentation of On-branch Soybean Pods |
| Unmanned Aerial System (UAS)-based phenotyping of | soybean | using multi-sensor data fusion and extreme learning machine |
| Upscaling Gross Primary Production in Corn- | soybean | Rotation Systems in the Midwest |
| Using Artificial Neural Networks and Remotely Sensed Data to Evaluate the Relative Importance of Variables for Prediction of Within-Field Corn and | soybean | Yields |
| Using Canopy Measurements to Predict | soybean | Seed Yield |
| Using Hybrid Artificial Intelligence and Evolutionary Optimization Algorithms for Estimating | soybean | Yield and Fresh Biomass Using Hyperspectral Vegetation Indices |
| Using Visual Ozone Damage Scores and Spectroscopy to Quantify | soybean | Responses to Background Ozone |
| Vegetation Index Weighted Canopy Volume Model (CVMVI) for | soybean | biomass estimation from Unmanned Aerial System-based RGB imagery |
| Yield Prediction in | soybean | Crop Grown under Different Levels of Water Availability Using Reflectance Spectroscopy and Partial Least Squares Regression |
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