| Implementation of machine-learning classification in remote sensing: an applied review |
129 |
| Land cover 2.0 |
45 |
| What good are unmanned aircraft systems for agricultural remote sensing and precision agriculture? |
28 |
| Visual descriptors for content-based retrieval of remote-sensing images |
26 |
| Very high resolution remote sensing image classification with SEEDS-CNN and scale effect analysis for superpixel CNN classification |
25 |
| Unidirectional variation and deep CNN denoiser priors for simultaneously destriping and denoising optical remote sensing images |
22 |
| Observation scope and spatial coverage analysis for earth observation from a Moon-based platform |
21 |
| Comparison of ALS- and UAV(SfM)-derived high-density point clouds for individual tree detection in Eucalyptus plantations |
21 |
| SAR-based detection of flooded vegetation - a review of characteristics and approaches |
21 |
| Mapping paddy rice fields by applying machine learning algorithms to multi-temporal Sentinel-1A and Landsat data |
19 |
| Young and mature oil palm tree detection and counting using convolutional neural network deep learning method |
19 |
| Modelling above-ground biomass based on vegetation indexes: a modified approach for biomass estimation in semi-arid grasslands |
19 |
| A meta-analysis and review of unmanned aircraft system (UAS) imagery for terrestrial applications |
18 |
| A new method for estimating of evapotranspiration and surface soil moisture from optical and thermal infrared measurements: the simplified triangle |
17 |
| Estimation of positions and heights from UAV-sensed imagery in tree plantations in agrosilvopastoral systems |
17 |
| The effect of fusing Sentinel-2 bands on land-cover classification |
16 |
| A physically based algorithm for retrieving land surface temperature under cloudy conditions from AMSR2 passive microwave measurements |
16 |
| A scale robust convolutional neural network for automatic building extraction from aerial and satellite imagery |
15 |
| Assessment of empirical algorithms for bathymetry extraction using Sentinel-2 data |
14 |
| Deciduous tree species classification using object-based analysis and machine learning with unmanned aerial vehicle multispectral data |
13 |
| A time-series analysis of urbanization-induced impervious surface area extent in the Dianchi Lake watershed from 1988-2017 |
13 |
| Land-cover mapping using Random Forest classification and incorporating NDVI time-series and texture: a case study of central Shandong |
13 |
| Estimating aboveground biomass of a mangrove plantation on the Northern coast of Vietnam using machine learning techniques with an integration of ALOS-2 PALSAR-2 and Sentinel-2A data |
13 |
| Land-surface temperature retrieval from Landsat 8 single-channel thermal infrared data in combination with NCEP reanalysis data and ASTER GED product |
13 |
| The impact of number and spatial distribution of GCPs on the positional accuracy of geospatial products derived from low-cost UASs |
13 |
| Assessment of PlanetScope images for benthic habitat and seagrass species mapping in a complex optically shallow water environment |
13 |
| Automatic detection of individual oil palm trees from UAV images using HOG features and an SVM classifier |
13 |
| Using long short-term memory recurrent neural network in land cover classification on Landsat and Cropland data layer time series |
13 |
| Statistical comparison of satellite-retrieved precipitation products with rain gauge observations over Bangladesh |
12 |
| Whale Optimization Algorithm and Adaptive Neuro-Fuzzy Inference System: a hybrid method for feature selection and land pattern classification |
12 |
| Shallow water bathymetry mapping using Support Vector Machine (SVM) technique and multispectral imagery |
12 |
| Accuracy and effectiveness of low cost UASs and open source photogrammetric software for foredunes mapping |
12 |
| Assessment of the impact of coastal reclamation activities on seagrass meadows in Sungai Pulai estuary, Malaysia, using Landsat data (1994-2017) |
11 |
| Unmanned aerial vehicle (UAV) derived structure-from-motion photogrammetry point clouds for oil palm (Elaeis guineensis) canopy segmentation and height estimation |
11 |
| The impact of the terrain effect on land surface temperature variation based on Landsat-8 observations in mountainous areas |
11 |
| Estimating tree canopy cover percentage in a mediterranean silvopastoral systems using Sentinel-2A imagery and the stochastic gradient boosting algorithm |
11 |
| A Random Forests classification method for urban land-use mapping integrating spatial metrics and texture analysis |
11 |
| Crop type classification using a combination of optical and radar remote sensing data: a review |
11 |
| A simple automated dynamic threshold extraction method for the classification of large water bodies from landsat-8 OLI water index images |
11 |
| Exploring the feasibility of unmanned aerial vehicles and thermal imaging for ungulate surveys in forests - preliminary results |
10 |
| New framework for hyperspectral band selection using modified wind-driven optimization algorithm |
10 |
| Monitoring deforestation and forest degradation using multi-temporal fraction images derived from Landsat sensor data in the Brazilian Amazon |
10 |
| A comparison of multiple classifier combinations using different voting-weights for remote sensing image classification |
10 |
| Comparison of country-level cropland areas between ESA-CCI land cover maps and FAOSTAT data |
10 |
| Unsupervised PolSAR image classification based on sparse representation |
10 |
| Enhancing the temporal resolution of satellite-based flood extent generation using crowdsourced data for disaster monitoring |
10 |
| An experimental comparison of multi-resolution segmentation, SLIC and K-means clustering for object-based classification of VHR imagery |
10 |
| Cloud/snow recognition for multispectral satellite imagery based on a multidimensional deep residual network |
10 |
| Combining image processing and machine learning to identify invasive plants in high-resolution images |
10 |
| Assessing the status of forest regeneration using digital aerial photogrammetry and unmanned aerial systems |
10 |
