| Geographic object-based image analysis (GEOBIA): emerging trends and future opportunities |
44 |
| Comparing fully convolutional networks, random forest, support vector machine, and patch-based deep convolutional neural networks for object-based wetland mapping using images from small unmanned aircraft system |
38 |
| Landsat-8 vs. Sentinel-2: examining the added value of sentinel-2's red-edge bands to land-use and land-cover mapping in Burkina Faso |
35 |
| Simulation of landscape spatial layout evolution in rural-urban fringe areas: a case study of Ganjingzi District |
23 |
| Remote sensing for wetland classification: a comprehensive review |
22 |
| Less is more: optimizing classification performance through feature selection in a very-high-resolution remote sensing object-based urban application |
21 |
| Dynamic land use change simulation using cellular automata with spatially nonstationary transition rules |
18 |
| Statistical analysis of surface urban heat island intensity variations: A case study of Babol city, Iran |
14 |
| Evaluating and comparing Sentinel 2A and Landsat-8 Operational Land Imager (OLI) spectral indices for estimating fire severity in a Mediterranean pine ecosystem of Greece |
13 |
| Small Unmanned Aerial Systems (sUAS) for environmental remote sensing: challenges and opportunities revisited |
12 |
| Estimation of soil moisture using deep learning based on satellite data: a case study of South Korea |
11 |
| Developing a satellite-based combined drought indicator to monitor agricultural drought: a case study for Ethiopia |
11 |
| Bathymetry retrieval from optical images with spatially distributed support vector machines |
11 |
| Segmentation of Airborne Point Cloud Data for Automatic Building Roof Extraction |
10 |
| Multiple intra-urban land use simulations and driving factors analysis: a case study in Huicheng, China |
10 |
| Long-short-term-memory-based crop classification using high-resolution optical images and multi-temporal SAR data |
9 |
| Estimating LAI and mapping canopy storage capacity for hydrological applications in wattle infested ecosystems using Sentinel-2 MSI derived red edge bands |
9 |
| Fusing MODIS with Landsat 8 data to downscale weekly normalized difference vegetation index estimates for central Great Basin rangelands, USA |
9 |
| Geospatial data mining for digital raster mapping |
8 |
| Ontologies to interpret remote sensing images: why do we need them? |
8 |
| Rice crop phenology mapping at high spatial and temporal resolution using downscaled MODIS time-series |
8 |
| Using LiDAR and GEOBIA for automated extraction of eighteenth-late nineteenth century relict charcoal hearths in southern New England |
8 |
| Optimal spatial resolution of Unmanned Aerial Vehicle (UAV)-acquired imagery for species classification in a heterogeneous grassland ecosystem |
7 |
| Regional-scale monitoring of cropland intensity and productivity with multi-source satellite image time series |
7 |
| Comparison of forest canopy height profiles in a mountainous region of Taiwan derived from airborne lidar and unmanned aerial vehicle imagery |
7 |
| Examining human heat stress with remote sensing technology |
6 |
| Data-enriched interpolation for temporally consistent population compositions |
6 |
| Vegetation species mapping in a coastal-dune ecosystem using high resolution satellite imagery |
6 |
| Integrating remote sensing and GIS techniques for monitoring and modeling shoreline evolution to support coastal risk management |
6 |
| Field spectroradiometer and simulated multispectral bands for discriminating invasive species from morphologically similar cohabitant plants |
6 |
| A literature synthesis of LiDAR applications in transportation: feature extraction and geometric assessments of highways |
6 |
| Optimising rice mapping in cloud-prone environments by combining quad-source optical with Sentinel-1A microwave satellite imagery |
6 |
| Using the random forest algorithm to integrate hydroacoustic data with satellite images to improve the mapping of shallow nearshore benthic features in a marine protected area in Jamaica |
6 |
| Examining high-resolution survey methods for monitoring cliff erosion at an operational scale |
6 |
| Incorporation of spatial heterogeneity-weighted neighborhood into cellular automata for dynamic urban growth simulation |
6 |
| Using GeoEye-1 Imagery for Multi-Temporal Object-Based Detection of Canegrub Damage in Sugarcane Fields in Queensland, Australia |
6 |
| Mapping cropland fallow areas in myanmar to scale up sustainable intensification of pulse crops in the farming system |
5 |
| Quality assessment of digital surface models extracted from WorldView-2 and WorldView-3 stereo pairs over different land covers |
5 |
| Separability analysis of wetlands in Canada using multi-source SAR data |
5 |
| Linking remotely sensed Urban Green Space (UGS) distribution patterns and Socio-Economic Status (SES)-A multi-scale probabilistic analysis based in Mumbai, India |
5 |
| Reducing the effects of vegetation phenology on change detection in tropical seasonal biomes |
5 |
| A loosely integrated data configuration strategy for web-based participatory modeling |
5 |
| Spatio-Temporal Reconstruction of MODIS NDVI by Regional Land Surface Phenology and Harmonic Analysis of Time-Series |
5 |
| NDVI dynamics as reflected in climatic variables: spatial and temporal trends - a case study of Hungary |
5 |
| Leaf to canopy upscaling approach affects the estimation of canopy traits |
4 |
| Monitoring African water bodies from twice-daily MODIS observation |
4 |
| Semantic segmentation of high spatial resolution images with deep neural networks |
4 |
| A LiDAR signature library simulated from 3-dimensional Discrete Anisotropic Radiative Transfer (DART) model to classify fuel types using spectral matching algorithms |
4 |
| Examining the impacts of urbanization on surface radiation using Landsat imagery |
4 |
| Monitoring changes in the impervious surfaces of urban functional zones using multisource remote sensing data: a case study of Tianjin, China |
4 |
