Machine learning remote sensing using the random forest classifier to detect the building damage caused by the Anak Krakatau Volcano tsunami

Improved Mask R-CNN for Rural Building Roof Type Recognition from UAV High-Resolution Images: A Case Study in Hunan Province, China

(2022) Yanjun Wang et al.   Remote Sensing

Image Fusion Techniques: A Survey

(2021) Harpreet Kaur et al.   ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING

Learning from multimodal and multitemporal earth observation data for building damage mapping

(2021) Bruno Adriano et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A recurrent curve matching classification method integrating within-object spectral variability and between-object spatial association

(2021) Yunwei Tang et al.   International Journal of Applied Earth Observation and Geoinformation

Scale-sets image classification with hierarchical sample enriching and automatic scale selection

(2021) Zhongwen Hu et al.   International Journal of Applied Earth Observation and Geoinformation

Building-damage detection method based on machine learning utilizing aerial photographs of the Kumamoto earthquake

(2020) Shohei Naito et al.   EARTHQUAKE SPECTRA

Detecting urban changes using phase correlation and ℓ1-based sparse model for early disaster response: A case study of the 2018 Sulawesi Indonesia earthquake-tsunami

(2020) Luis Moya et al.   REMOTE SENSING OF ENVIRONMENT

Segment-by-segment comparison technique for earthquake-induced building damage map generation using satellite imagery

(2020) Niloofar Khodaverdizahraee et al.   International Journal of Disaster Risk Reduction

Automatic Detection of Earthquake-Damaged Buildings by Integrating UAV Oblique Photography and Infrared Thermal Imaging

(2020) Rui Zhang et al.   Remote Sensing

A Comparison of Random Forest Variable Selection Methods for Classification Prediction Modeling

(2019) Jaime Lynn Speiser et al.   EXPERT SYSTEMS WITH APPLICATIONS

Multi-Source Data Fusion Based on Ensemble Learning for Rapid Building Damage Mapping during the 2018 Sulawesi Earthquake and Tsunami in Palu, Indonesia

(2019) Bruno Adriano et al.   Remote Sensing

Influence of Lower Atmosphere on the Radiometric Quality of Unmanned Aerial Vehicle Imagery

(2019) Michal Kedzierski et al.   Remote Sensing

PM2.5 Prediction Based on Random Forest, XGBoost, and Deep Learning Using Multisource Remote Sensing Data

(2019) Mehdi Zamani Joharestani et al.   Atmosphere

Classifying Earthquake Damage to Buildings Using Machine Learning

(2019) Sujith Mangalathu et al.   EARTHQUAKE SPECTRA

UAV-Based Structural Damage Mapping: A Review

(2019) Norman Kerle et al.   ISPRS International Journal of Geo-Information

Mapping flood susceptibility in an arid region of southern Iraq using ensemble machine learning classifiers: a comparative study

(2018) Alaa M. Al-Abadi   Arabian Journal of Geosciences

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

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

Detection of Urban Damage Using Remote Sensing and Machine Learning Algorithms: Revisiting the 2010 Haiti Earthquake

(2016) Austin Cooner et al.   Remote Sensing

Cyclone damage detection on building structures from pre- and post-satellite images using wavelet based pattern recognition

(2015) Sudha Radhika et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

UAV Remote Sensing for Urban Vegetation Mapping Using Random Forest and Texture Analysis

(2015) Quanlong Feng et al.   Remote Sensing

Empirical Fragility Functions based on Remote Sensing and Field Data after the 12 January 2010 Haiti Earthquake

(2013) Ufuk Hancilar et al.   EARTHQUAKE SPECTRA

A comprehensive review of earthquake-induced building damage detection with remote sensing techniques

(2013) Laigen Dong et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Building damage characteristics based on surveyed data and fragility curves of the 2011 Great East Japan tsunami

(2012) Anawat Suppasri et al.   NATURAL HAZARDS

ACCURATE EVALUATION OF BUILDING DAMAGE IN THE 2003 BOUMERDES, ALGERIA EARTHQUAKE FROM QUICKBIRD SATELLITE IMAGES

(2011) ABDELGHANI MESLEM et al.   Journal of Earthquake and Tsunami

Tsunami: a history of the term and of scientific understanding of the phenomenon in Japanese and Western culture

(2008) J. H. E. Cartwright et al.   Notes and Records-The Royal Society Journal of the History of Science