Extraction of Broad-Leaved Tree Crown Based on UAV Visible Images and OBIA-RF Model: A Case Study for Chinese Olive Trees

A Hybrid CNN-GLCM Classifier For Detection And Grade Classification Of Brain Tumor

(2022) Akila Gurunathan et al.   Brain Imaging and Behavior

Above-Ground Biomass Estimation in Oats Using UAV Remote Sensing and Machine Learning

(2022) Prakriti Sharma et al.   SENSORS

Performance Assessment of Machine Learning Classifiers Using Selective Feature Approaches for Cervical Cancer Detection

(2022) Nitin Kumar Chauhan et al.   WIRELESS PERSONAL COMMUNICATIONS

Growth Rate and Leaf Functional Traits of Four Broad-Leaved Species Underplanted in Chinese Fir Plantations with Different Tree Density Levels

(2022) Rui Xu et al.   Forests

Comparative Assessment of Pixel and Object-Based Approaches for Mapping of Olive Tree Crowns Based on UAV Multispectral Imagery

(2022) Ante Šiljeg et al.   Remote Sensing

Comparison of Random Forest and Support Vector Machine Classifiers for Regional Land Cover Mapping Using Coarse Resolution FY-3C Images

(2022) Tesfaye Adugna et al.   Remote Sensing

Extraction of Olive Crown Based on UAV Visible Images and the U2-Net Deep Learning Model

(2022) Zhangxi Ye et al.   Remote Sensing

Prediction of Field-Scale Wheat Yield Using Machine Learning Method and Multi-Spectral UAV Data

(2022) Chaofa Bian et al.   Remote Sensing

Unmanned Aerial Vehicle (UAV)-Based Remote Sensing for Early-Stage Detection of Ganoderma

(2022) Parisa Ahmadi et al.   Remote Sensing

Assessment of Species Composition and Community Structure of the Suburban Forest in Hangzhou, Eastern China

(2022) Liangjin Yao et al.   Sustainability

Water Information Extraction Based on Multi-Model RF Algorithm and Sentinel-2 Image Data

(2022) Zhiqi Jiang et al.   Sustainability

Comparison of Individual Tree Height Estimated from LiDAR and Digital Aerial Photogrammetry in Young Forests

(2022) Arun Gyawali et al.   Sustainability

Optimal segmentation scale selection and evaluation of cultivated land objects based on high-resolution remote sensing images with spectral and texture features

(2021) Heng Lu et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

The performance quality of LR, SVM, and RF for earthquake-induced landslides susceptibility mapping incorporating remote sensing imagery

(2021) Rui Liu et al.   Arabian Journal of Geosciences

Coastal Wetland Classification with GF-3 Polarimetric SAR Imagery by Using Object-Oriented Random Forest Algorithm

(2021) Xiaotong Zhang et al.   SENSORS

An Evaluation of Pixel- and Object-Based Tree Species Classification in Mixed Deciduous Forests Using Pansharpened Very High Spatial Resolution Satellite Imagery

(2021) Martina Deur et al.   Remote Sensing

Maize Crop Coefficient Estimation Based on Spectral Vegetation Indices and Vegetation Cover Fraction Derived from UAV-Based Multispectral Images

(2021) Mariana de Jesús Marcial-Pablo et al.   Agronomy-Basel

Mapping maize crop coefficient Kc using random forest algorithm based on leaf area index and UAV-based multispectral vegetation indices

(2021) Guomin Shao et al.   AGRICULTURAL WATER MANAGEMENT

Effects of Elevated CO2 and Nitrogen Loading on the Defensive Traits of Three Successional Deciduous Broad-Leaved Tree Seedlings

(2021) Yoko Watanabe et al.   Forests

Detection of Banana Plants Using Multi-Temporal Multispectral UAV Imagery

(2021) Aaron Aeberli et al.   Remote Sensing

Hybrid Approach of Unmanned Aerial Vehicle and Unmanned Surface Vehicle for Assessment of Chlorophyll-a Imagery Using Spectral Indices in Stream, South Korea

(2021) Eun-Ju Kim et al.   Water

Landslide susceptibility mapping using hybrid random forest with GeoDetector and RFE for factor optimization

(2021) Xinzhi Zhou et al.   Geoscience Frontiers

Modeling salinized wasteland using remote sensing with the integration of decision tree and multiple validation approaches in Hetao irrigation district of China

(2021) Yanan Sun et al.   CATENA

Estimation of nitrogen nutrition index in rice from UAV RGB images coupled with machine learning algorithms

(2021) Zhengchao Qiu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Investigating the impact of classification features and classifiers on crop mapping performance in heterogeneous agricultural landscapes

(2021) Huanxue Zhang et al.   International Journal of Applied Earth Observation and Geoinformation

Wheat Yellow Rust Disease Infection Type Classification Using Texture Features

(2021) Uferah Shafi et al.   SENSORS

Classifying Individual Shrub Species in UAV Images—A Case Study of the Gobi Region of Northwest China

(2021) Zhipeng Li et al.   Remote Sensing

Discharge Estimation with the Use of Unmanned Aerial Vehicles (UAVs) and Hydraulic Methods in Shallow Rivers

(2021) Sergios Lagogiannis et al.   Water

Flood Risk Mapping by Remote Sensing Data and Random Forest Technique

(2021) Hadi Farhadi et al.   Water

The Influence of Landcover and Climate Change on the Hydrology of the Minjiang River Watershed

(2021) Haroon Rashid et al.   Water

Rainfall Prediction Using Machine Learning Algorithms for the Various Ecological Zones of Ghana

(2021) Nana Kofi Ahoi Appiah-Badu et al.   IEEE Access

Landslide susceptibility zonation method based on C5.0 decision tree and K-means cluster algorithms to improve the efficiency of risk management

(2021) Zizheng Guo et al.   Geoscience Frontiers

Multi-layered tree crown extraction from LiDAR data using graph-based segmentation

(2020) Tianyang Dong et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Automated Identification of Crop Tree Crowns From UAV Multispectral Imagery by Means of Morphological Image Analysis

(2020) Ricardo Sarabia et al.   Remote Sensing

Spatio-Temporal Response of Vegetation Indices to Rainfall and Temperature in A Semiarid Region

(2020) Edith Olmos-Trujillo et al.   Sustainability

The impact of tree canopy structure on understory variation in a boreal forest

(2020) Titta Majasalmi et al.   FOREST ECOLOGY AND MANAGEMENT

A Multi-Level Non-Uniform Spatial Sampling Method for Accuracy Assessment of Remote Sensing Image Classification Results

(2020) Zhenhua Wang et al.   Applied Sciences-Basel

Mapping Invasive Lupinus polyphyllus Lindl. in Semi-natural Grasslands Using Object-Based Image Analysis of UAV-borne Images

(2020) Jayan Wijesingha et al.   PFG-Journal of Photogrammetry Remote Sensing and Geoinformation Science

Reconstruction of daytime land surface temperatures under cloud-covered conditions using integrated MODIS/Terra land products and MSG geostationary satellite data

(2020) Wei Zhao et al.   REMOTE SENSING OF ENVIRONMENT

UAV Photogrammetry for Concrete Bridge Inspection Using Object-Based Image Analysis (OBIA)

(2020) Sara Zollini et al.   Remote Sensing

Recognizing black point in wheat kernels and determining its extent using multidimensional feature extraction and a naive Bayes classifier

(2020) Chengquan Zhou et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A Crown Contour Envelope Model of Chinese Fir Based on Random Forest and Mathematical Modeling

(2020) Yingze Tian et al.   Forests

Advantage of Combining OBIA and Classifier Ensemble Method for Very High-Resolution Satellite Imagery Classification

(2020) Ruimei Han et al.   Journal of Sensors

Estimating spray application rates in cotton using multispectral vegetation indices obtained using an unmanned aerial vehicle

(2020) Pedro Henrique Alves Martins et al.   CROP PROTECTION

Individual tree crown delineation from high-resolution UAV images in broadleaf forest

(2020) Mojdeh Miraki et al.   Ecological Informatics

Urban forest monitoring based on multiple features at the single tree scale by UAV

(2020) Xiaofeng Wang et al.   URBAN FORESTRY & URBAN GREENING

Segmentation for Object-Based Image Analysis (OBIA): A review of algorithms and challenges from remote sensing perspective

(2019) Mohammad D. Hossain et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

An Improved CASA Model for Estimating Winter Wheat Yield from Remote Sensing Images

(2019) Yulong Wang et al.   Remote Sensing

A generalized space-time OBIA classification scheme to map sugarcane areas at regional scale, using Landsat images time-series and the random forest algorithm

(2019) Ana Cláudia dos Santos Luciano et al.   International Journal of Applied Earth Observation and Geoinformation

Quantifying Subresolution 3D Morphology of Bone with Clinical Computed Tomography

(2019) S. S. Karhula et al.   ANNALS OF BIOMEDICAL ENGINEERING

Adaptive scale selection in multiscale segmentation based on the segmented object complexity of GF-2 satellite image

(2019) Fang Wang et al.   Arabian Journal of Geosciences

Determination and accuracy analysis of individual tree crown parameters using UAV based imagery and OBIA techniques

(2019) Huseyin Yurtseven et al.   MEASUREMENT

Evaluation of Aboveground Nitrogen Content of Winter Wheat Using Digital Imagery of Unmanned Aerial Vehicles

(2019) Baohua Yang et al.   SENSORS

Effects of pre-processing methods on Landsat OLI-8 land cover classification using OBIA and random forests classifier

(2018) Darius Phiri et al.   International Journal of Applied Earth Observation and Geoinformation

A remote sensing data management system for sea area usage management in China

(2018) Wei Liu et al.   OCEAN & COASTAL MANAGEMENT

Sentinel-2 cropland mapping using pixel-based and object-based time-weighted dynamic time warping analysis

(2018) Mariana Belgiu et al.   REMOTE SENSING OF ENVIRONMENT

Mango Yield Mapping at the Orchard Scale Based on Tree Structure and Land Cover Assessed by UAV

(2018) Julien Sarron et al.   Remote Sensing

Monitoring of Wheat Growth Status and Mapping of Wheat Yield’s within-Field Spatial Variations Using Color Images Acquired from UAV-camera System

(2017) Mengmeng Du et al.   Remote Sensing

Rural Road Extraction from High-Resolution Remote Sensing Images Based on Geometric Feature Inference

(2017) Jian Liu et al.   ISPRS International Journal of Geo-Information

Evaluation of Feature Selection Methods for Object-Based Land Cover Mapping of Unmanned Aerial Vehicle Imagery Using Random Forest and Support Vector Machine Classifiers

(2017) Lei Ma et al.   ISPRS International Journal of Geo-Information

Random forest in remote sensing: A review of applications and future directions

(2016) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Assessment of Carbon Stocks in the Topsoil Using Random Forest and Remote Sensing Images

(2016) Jongsung Kim et al.   JOURNAL OF ENVIRONMENTAL QUALITY

Discrimination of Settlement and Industrial Area Using Landscape Metrics in Rural Region

(2016) Xinyu Zheng et al.   Remote Sensing

Combining UAV-based plant height from crop surface models, visible, and near infrared vegetation indices for biomass monitoring in barley

(2015) Juliane Bendig et al.   International Journal of Applied Earth Observation and Geoinformation

Discriminatory ability of fractal and grey level co-occurrence matrix methods in structural analysis of hippocampus layers

(2015) Igor Pantic et al.   JOURNAL OF THEORETICAL BIOLOGY

Tree height quantification using very high resolution imagery acquired from an unmanned aerial vehicle (UAV) and automatic 3D photo-reconstruction methods

(2014) P.J. Zarco-Tejada et al.   EUROPEAN JOURNAL OF AGRONOMY

Segmentation for High-Resolution Optical Remote Sensing Imagery Using Improved Quadtree and Region Adjacency Graph Technique

(2013) Gang Fu et al.   Remote Sensing

A comparative analysis of high spatial resolution IKONOS and WorldView-2 imagery for mapping urban tree species

(2012) Ruiliang Pu et al.   REMOTE SENSING OF ENVIRONMENT

Model-assisted estimation as a unifying framework for estimating the area of land cover and land-cover change from remote sensing

(2009) Stephen V. Stehman   REMOTE SENSING OF ENVIRONMENT