Urban Tree Classification Based on Object-Oriented Approach and Random Forest Algorithm Using Unmanned Aerial Vehicle (UAV) Multispectral Imagery

Closing the gap between phenotyping and genotyping: review of advanced, image-based phenotyping technologies in forestry

(2022) Liming Bian et al.   ANNALS OF FOREST SCIENCE

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

(2022) Zhangxi Ye et al.   Remote Sensing

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

(2022) Parisa Ahmadi et al.   Remote Sensing

Classification of Street Tree Species Using UAV Tilt Photogrammetry

(2021) Yutang Wang et al.   Remote Sensing

Artificial intelligence in precision medicine in hepatology

(2021) Tung‐Hung Su et al.   JOURNAL OF GASTROENTEROLOGY AND HEPATOLOGY

Using Time Series Sentinel-1 Images for Object-Oriented Crop Classification in Google Earth Engine

(2021) Chong Luo et al.   Remote Sensing

How robust is the evidence for beneficial hydrological effects of urban tree planting?

(2021) Henry J. Baker et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Mapping trees along urban street networks with deep learning and street-level imagery

(2021) Stefanie Lumnitz et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Orbita hyperspectral satellite image for land cover classification using random forest classifier

(2021) You Mo et al.   Journal of Applied Remote Sensing

Extending Approximate Bayesian Computation with Supervised Machine Learning to infer demographic history from genetic polymorphisms using DIYABC Random Forest

(2021) François‐David Collin et al.   Molecular Ecology Resources

Tree species classification from airborne hyperspectral and LiDAR data using 3D convolutional neural networks

(2021) Janne Mäyrä et al.   REMOTE SENSING OF ENVIRONMENT

The Benefits and Limits of Urban Tree Planting for Environmental and Human Health

(2021) Diane E. Pataki et al.   Frontiers in Ecology and Evolution

Early Weed Detection Using Image Processing and Machine Learning Techniques in an Australian Chilli Farm

(2021) Nahina Islam et al.   Agriculture-Basel

Land Cover Classification of Spaceborne Multifrequency SAR and Optical Multispectral Data using Machine Learning

(2021) Rajat Garg et al.   ADVANCES IN SPACE RESEARCH

Want to model a species niche? A step-by-step guideline on correlative ecological niche modelling

(2021) Neftalí Sillero et al.   ECOLOGICAL MODELLING

Object-based random forest wetland mapping in Conne River, Newfoundland, Canada

(2021) Jean Elizabeth Granger et al.   Journal of Applied Remote Sensing

Sentinel-1 and 2 Time-Series for Vegetation Mapping Using Random Forest Classification: A Case Study of Northern Croatia

(2021) Dino Dobrinić et al.   Remote Sensing

Comparison of optimized object-based RF-DT algorithm and SegNet algorithm for classifying Karst wetland vegetation communities using ultra-high spatial resolution UAV data

(2021) Bolin Fu et al.   International Journal of Applied Earth Observation and Geoinformation

Object-Based Wetland Vegetation Classification Using Multi-Feature Selection of Unoccupied Aerial Vehicle RGB Imagery

(2021) Rui Zhou et al.   Remote Sensing

Machine Learning Classification of Endangered Tree Species in a Tropical Submontane Forest Using WorldView-2 Multispectral Satellite Imagery and Imbalanced Dataset

(2021) Colbert M. Jackson et al.   Remote Sensing

Response of urban tree DBH to fast urbanization: Case of coastal Zhanjiang in south China

(2021) Xia-Lan Cheng et al.   URBAN ECOSYSTEMS

Land-Use Land-Cover Classification by Machine Learning Classifiers for Satellite Observations—A Review

(2020) Swapan Talukdar et al.   Remote Sensing

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

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

Geographical Random Forests: A Spatial Extension of the Random Forest Algorithm to Address Spatial Heterogeneity in Remote Sensing and Population Modelling

(2019) Stefanos Georganos et al.   Geocarto International

Tree Species Classification in a Highly Diverse Subtropical Forest Integrating UAV-Based Photogrammetric Point Cloud and Hyperspectral Data

(2019) Camile Sothe et al.   Remote Sensing

A comparative analysis of pixel- and object-based detection of landslides from very high-resolution images

(2018) Ren N. Keyport et al.   International Journal of Applied Earth Observation and Geoinformation

UAS, sensors, and data processing in agroforestry: a review towards practical applications

(2017) Luís Pádua et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Per-pixel vs. object-based classification of urban land cover extraction using high spatial resolution imagery

(2011) Soe W. Myint et al.   REMOTE SENSING OF ENVIRONMENT