Titel	Veröffentlichungsdatum	Sprache	Zitate
A Non-Stationary 1981–2012 AVHRR NDVI3g Time Series	2014/07/25	English	822
Transferring Deep Convolutional Neural Networks for the Scene Classification of High-Resolution Remote Sensing Imagery	2015/11/05	English	760
Spectral–Spatial Classification of Hyperspectral Imagery with 3D Convolutional Neural Network	2017/01/13	English	732
Global Data Sets of Vegetation Leaf Area Index (LAI)3g and Fraction of Photosynthetically Active Radiation (FPAR)3g Derived from Global Inventory Modeling and Mapping Studies (GIMMS) Normalized Difference Vegetation Index (NDVI3g) for the Period 1981 to 2011	2013/02/22	English	692
An Easy-to-Use Airborne LiDAR Data Filtering Method Based on Cloth Simulation	2016/06/15	English	647
Hyperspectral Imaging: A Review on UAV-Based Sensors, Data Processing and Applications for Agriculture and Forestry	2017/10/30	English	616
Pansharpening by Convolutional Neural Networks	2016/07/14	English	588
First Experience with Sentinel-2 Data for Crop and Tree Species Classifications in Central Europe	2016/02/23	English	572
A Spatial-Temporal Attention-Based Method and a New Dataset for Remote Sensing Image Change Detection	2020/05/22	English	571
Advances in Remote Sensing of Agriculture: Context Description, Existing Operational Monitoring Systems and Major Information Needs	2013/02/22	English	539
Reconstructing Three Decades of Land Use and Land Cover Changes in Brazilian Biomes with Landsat Archive and Earth Engine	2020/08/25	English	524
Tree Species Classification with Random Forest Using Very High Spatial Resolution 8-Band WorldView-2 Satellite Data	2012/09/14	English	518
Land Surface Temperature Retrieval from Landsat 8 TIRS—Comparison between Radiative Transfer Equation-Based Method, Split Window Algorithm and Single Channel Method	2014/10/15	English	509
Unmanned Aircraft Systems in Remote Sensing and Scientific Research: Classification and Considerations of Use	2012/06/08	English	479
Fast Automatic Precision Tree Models from Terrestrial Laser Scanner Data	2013/01/25	English	469
Land-Use Land-Cover Classification by Machine Learning Classifiers for Satellite Observations—A Review	2020/04/02	English	461
Evaluating the Ability of NPP-VIIRS Nighttime Light Data to Estimate the Gross Domestic Product and the Electric Power Consumption of China at Multiple Scales: A Comparison with DMSP-OLS Data	2014/02/20	English	451
Using Unmanned Aerial Vehicles (UAV) for High-Resolution Reconstruction of Topography: The Structure from Motion Approach on Coastal Environments	2013/12/09	English	450
Satellite Remote Sensing of Surface Urban Heat Islands: Progress, Challenges, and Perspectives	2018/12/29	English	442
An Automated Technique for Generating Georectified Mosaics from Ultra-High Resolution Unmanned Aerial Vehicle (UAV) Imagery, Based on Structure from Motion (SfM) Point Clouds	2012/05/14	English	441
Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection	2019/01/20	English	434
The EnMAP Spaceborne Imaging Spectroscopy Mission for Earth Observation	2015/07/13	English	430
Water Bodies’ Mapping from Sentinel-2 Imagery with Modified Normalized Difference Water Index at 10-m Spatial Resolution Produced by Sharpening the SWIR Band	2016/04/22	English	421
Estimating Biomass of Barley Using Crop Surface Models (CSMs) Derived from UAV-Based RGB Imaging	2014/10/28	English	416
Remote Sensing of Mangrove Ecosystems: A Review	2011/04/27	English	413
End-to-End Change Detection for High Resolution Satellite Images Using Improved UNet++	2019/06/10	English	405
Assessing the Accuracy of Georeferenced Point Clouds Produced via Multi-View Stereopsis from Unmanned Aerial Vehicle (UAV) Imagery	2012/05/30	English	402
Development of a UAV-LiDAR System with Application to Forest Inventory	2012/05/25	English	399
Water Feature Extraction and Change Detection Using Multitemporal Landsat Imagery	2014/05/05	English	391
Urban Heat Island Analysis Using the Landsat TM Data and ASTER Data: A Case Study in Hong Kong	2011/07/13	English	391