| On the Use of Unmanned Aerial Systems for Environmental Monitoring |
80 |
| Quantitative Remote Sensing at Ultra-High Resolution with UAV Spectroscopy: A Review of Sensor Technology, Measurement Procedures, and Data Correction Workflows |
75 |
| Satellite Remote Sensing of Surface Urban Heat Islands: Progress, Challenges, and Perspectives |
68 |
| Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection |
63 |
| Very Deep Convolutional Neural Networks for Complex Land Cover Mapping Using Multispectral Remote Sensing Imagery |
60 |
| Building Extraction in Very High Resolution Remote Sensing Imagery Using Deep Learning and Guided Filters |
53 |
| The Global Mangrove WatchA New 2010 Global Baseline of Mangrove Extent |
53 |
| Automatic Ship Detection in Remote Sensing Images from Google Earth of Complex Scenes Based on Multiscale Rotation Dense Feature Pyramid Networks |
51 |
| Unmanned Aerial Vehicle for Remote Sensing Applications-A Review |
42 |
| Rapid Relocation Method for Mobile Robot Based on Improved ORB-SLAM2 Algorithm |
41 |
| Remote Sensing and Cropping Practices: A Review |
40 |
| Survey of Hyperspectral Earth Observation Applications from Space in the Sentinel-2 Context |
40 |
| The First Wetland Inventory Map of Newfoundland at a Spatial Resolution of 10 m Using Sentinel-1 and Sentinel-2 Data on the Google Earth Engine Cloud Computing Platform |
39 |
| 3D Convolutional Neural Networks for Crop Classification with Multi-Temporal Remote Sensing Images |
38 |
| Implementation of the LandTrendr Algorithm on Google Earth Engine |
38 |
| Analysis Ready Data: Enabling Analysis of the Landsat Archive |
37 |
| Accuracy of Unmanned Aerial Vehicle (UAV) and SfM Photogrammetry Survey as a Function of the Number and Location of Ground Control Points Used |
37 |
| Quality Assessment of DSMs Produced from UAV Flights Georeferenced with On-Board RTK Positioning |
36 |
| Spatiotemporal Fusion of Multisource Remote Sensing Data: Literature Survey, Taxonomy, Principles, Applications, and Future Directions |
36 |
| Synergistic Use of Radar Sentinel-1 and Optical Sentinel-2 Imagery for Crop Mapping: A Case Study for Belgium |
35 |
| Google Earth Engine Applications Since Inception: Usage, Trends, and Potential |
33 |
| Flood Spatial Modeling in Northern Iran Using Remote Sensing and GIS: A Comparison between Evidential Belief Functions and Its Ensemble with a Multivariate Logistic Regression Model |
30 |
| A Global, 0.05-Degree Product of Solar-Induced Chlorophyll Fluorescence Derived from OCO- MODIS, and Reanalysis Data |
30 |
| UAV-Based High Throughput Phenotyping in Citrus Utilizing Multispectral Imaging and Artificial Intelligence |
30 |
| Application of Ensemble-Based Machine Learning Models to Landslide Susceptibility Mapping |
29 |
| End-to-End Change Detection for High Resolution Satellite Images Using Improved UNet plus |
29 |
| Evaluation of the PROSAIL Model Capabilities for Future Hyperspectral Model Environments: A Review Study |
28 |
| A Method for Automatic and Rapid Mapping of Water Surfaces from Sentinel-1 Imagery |
28 |
| Comparison of Satellite and UAV-Based Multispectral Imagery for Vineyard Variability Assessment |
27 |
| Shallow Landslide Prediction Using a Novel Hybrid Functional Machine Learning Algorithm |
27 |
| An Automatic Random Forest-OBIA Algorithm for Early Weed Mapping between and within Crop Rows Using UAV Imagery |
27 |
| Improving Accuracy Estimation of Forest Aboveground Biomass Based on Incorporation of ALOS-2 PALSAR-2 and Sentinel-2A Imagery and Machine Learning: A Case Study of the Hyrcanian Forest Area (Iran) |
27 |
| Deep Recurrent Neural Network for Agricultural Classification using multitemporal SAR Sentinel-1 for Camargue, France |
27 |
| Road Extraction from High-Resolution Remote Sensing Imagery Using Deep Learning |
27 |
| Sensitivity of Sentinel-1 Backscatter to Vegetation Dynamics: An Austrian Case Study |
27 |
| Individual Tree-Crown Detection in RGB Imagery Using Semi-Supervised Deep Learning Neural Networks |
27 |
| Object-Based Mangrove Species Classification Using Unmanned Aerial Vehicle Hyperspectral Images and Digital Surface Models |
27 |
| Temporal Convolutional Neural Network for the Classification of Satellite Image Time Series |
27 |
| Ship Detection Based on YOLOv2 for SAR Imagery |
26 |
| Remote Sensing Techniques for Soil Organic Carbon Estimation: A Review |
26 |
| Automated Extraction of Surface Water Extent from Sentinel-1 Data |
26 |
| Validation of Copernicus Sentinel-2 Cloud Masks Obtained from MAJA, Sen2Cor, and FMask Processors Using Reference Cloud Masks Generated with a Supervised Active Learning Procedure |
26 |
| FORCELandsat + Sentinel-2 Analysis Ready Data and Beyond |
26 |
| Monitoring Groundwater Storage Changes Using the Gravity Recovery and Climate Experiment (GRACE) Satellite Mission: A Review |
26 |
| Decision-Tree, Rule-Based, and Random Forest Classification of High-Resolution Multispectral Imagery for Wetland Mapping and Inventory |
25 |
| A Fast Dense Spectral-Spatial Convolution Network Framework for Hyperspectral Images Classification |
25 |
| Atmospheric Correction Inter-Comparison Exercise |
25 |
| A Novel Integrated Approach of Relevance Vector Machine Optimized by Imperialist Competitive Algorithm for Spatial Modeling of Shallow Landslides |
25 |
| Enhancing UAV-SfM 3D Model Accuracy in High-Relief Landscapes by Incorporating Oblique Images |
25 |
| Remote Sensing Image Scene Classification Using CNN-CapsNet |
25 |
