Post-Disaster Recovery Monitoring with Google Earth Engine

Towards Real-Time Building Damage Mapping with Low-Cost UAV Solutions

(2019) Francesco Nex et al.   Remote Sensing

Post-Disaster Recovery Assessment with Machine Learning-Derived Land Cover and Land Use Information

(2019) Mohammadreza Sheykhmousa et al.   Remote Sensing

Integrating LiDAR data and multi-temporal aerial imagery to map wetland inundation dynamics using Google Earth Engine

(2019) Qiusheng Wu et al.   REMOTE SENSING OF ENVIRONMENT

Land cover and land use classification performance of machine learning algorithms in a boreal landscape using Sentinel-2 data

(2019) Abdulhakim Mohamed Abdi   GIScience & Remote Sensing

Mapping cropland extent of Southeast and Northeast Asia using multi-year time-series Landsat 30-m data using a random forest classifier on the Google Earth Engine Cloud

(2019) Adam J. Oliphant et al.   International Journal of Applied Earth Observation and Geoinformation

Rapid Assessment of Flood Inundation and Damaged Rice Area in Red River Delta from Sentinel 1A Imagery

(2019) Anh Phan et al.   Remote Sensing

Mapping annual land use changes in China's poverty-stricken areas from 2013 to 2018

(2019) Yong Ge et al.   REMOTE SENSING OF ENVIRONMENT

Generating intra-year metrics of wildfire progression using multiple open-access satellite data streams

(2019) Morgan A. Crowley et al.   REMOTE SENSING OF ENVIRONMENT

Using Landsat observations (1988–2017) and Google Earth Engine to detect vegetation cover changes in rangelands - A first step towards identifying degraded lands for conservation

(2019) Zunyi Xie et al.   REMOTE SENSING OF ENVIRONMENT

Post-Disaster Building Database Updating Using Automated Deep Learning: An Integration of Pre-Disaster OpenStreetMap and Multi-Temporal Satellite Data

(2019) Saman Ghaffarian et al.   Remote Sensing

Structural Building Damage Detection with Deep Learning: Assessment of a State-of-the-Art CNN in Operational Conditions

(2019) Francesco Nex et al.   Remote Sensing

Evaluating Resilience-Centered Development Interventions with Remote Sensing

(2019) Norman Kerle et al.   Remote Sensing

Leveraging Google Earth Engine (GEE) and machine learning algorithms to incorporate in situ measurement from different times for rangelands monitoring

(2019) Bo Zhou et al.   REMOTE SENSING OF ENVIRONMENT

Statistical Analysis of Changes in Sentinel-1 Time Series on the Google Earth Engine

(2019) Morton J. Canty et al.   Remote Sensing

Dimensionality Reduction and Feature Selection for Object-Based Land Cover Classification based on Sentinel-1 and Sentinel-2 Time Series Using Google Earth Engine

(2019) Oliver Stromann et al.   Remote Sensing

UAV-Based Structural Damage Mapping: A Review

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

Very High Resolution Object-Based Land Use–Land Cover Urban Classification Using Extreme Gradient Boosting

(2018) Stefanos Georganos et al.   IEEE Geoscience and Remote Sensing Letters

Using Google Earth Engine to detect land cover change: Singapore as a use case

(2018) Nanki Sidhu et al.   European Journal of Remote Sensing

Using Google Earth Engine to Map Complex Shade-Grown Coffee Landscapes in Northern Nicaragua

(2018) Lisa C. Kelley et al.   Remote Sensing

Combined Landsat and L-Band SAR Data Improves Land Cover Classification and Change Detection in Dynamic Tropical Landscapes

(2018) Jose De Alban et al.   Remote Sensing

A 30-m landsat-derived cropland extent product of Australia and China using random forest machine learning algorithm on Google Earth Engine cloud computing platform

(2018) Pardhasaradhi Teluguntla et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Flood Prevention and Emergency Response System Powered by Google Earth Engine

(2018) Cheng-Chien Liu et al.   Remote Sensing

Google Earth Engine Applications Since Inception: Usage, Trends, and Potential

(2018) Lalit Kumar et al.   Remote Sensing

Leveraging the Google Earth Engine for Drought Assessment Using Global Soil Moisture Data

(2018) Nazmus Sazib et al.   Remote Sensing

The First Wetland Inventory Map of Newfoundland at a Spatial Resolution of 10 m Using Sentinel-1 and Sentinel-2 Data on the Google Earth Engine Cloud Computing Platform

(2018) Masoud Mahdianpari et al.   Remote Sensing

Multi-Resolution Feature Fusion for Image Classification of Building Damages with Convolutional Neural Networks

(2018) Diogo Duarte et al.   Remote Sensing

Remote Sensing-Based Proxies for Urban Disaster Risk Management and Resilience: A Review

(2018) Saman Ghaffarian et al.   Remote Sensing

Automated cropland mapping of continental Africa using Google Earth Engine cloud computing

(2017) Jun Xiong et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Google Earth Engine: Planetary-scale geospatial analysis for everyone

(2017) Noel Gorelick et al.   REMOTE SENSING OF ENVIRONMENT

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

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

Identification of Structurally Damaged Areas in Airborne Oblique Images Using a Visual-Bag-of-Words Approach

(2016) Anand Vetrivel et al.   Remote Sensing

Regional Mapping of Plantation Extent Using Multisensor Imagery

(2016) Nathan Torbick et al.   Remote Sensing

Phisical Vulnerability Proxies from Remotes Sensing: Reviewing, Implementing and Disseminating Selected Techniques

(2015) Mostapha Mohammad Harb et al.   IEEE Geoscience and Remote Sensing Magazine

Pixel-Based Image Compositing for Large-Area Dense Time Series Applications and Science

(2014) J. C. White et al.   CANADIAN JOURNAL OF REMOTE SENSING

Automatic building detection based on Purposive FastICA (PFICA) algorithm using monocular high resolution Google Earth images

(2014) Saman Ghaffarian et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A Pixel-Based Landsat Compositing Algorithm for Large Area Land Cover Mapping

(2013) Patrick Griffiths et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

A review of large area monitoring of land cover change using Landsat data

(2012) Matthew C. Hansen et al.   REMOTE SENSING OF ENVIRONMENT

Opening the archive: How free data has enabled the science and monitoring promise of Landsat

(2012) Michael A. Wulder et al.   REMOTE SENSING OF ENVIRONMENT

The use of remotely sensed data and ground survey tools to assess damage and monitor early recovery following the 12.5.2008 Wenchuan earthquake in China

(2011) Daniel Brown et al.   Bulletin of Earthquake Engineering

Object-oriented mapping of landslides using Random Forests

(2011) André Stumpf et al.   REMOTE SENSING OF ENVIRONMENT

Urban social vulnerability assessment with physical proxies and spatial metrics derived from air- and spaceborne imagery and GIS data

(2008) Annemarie Ebert et al.   NATURAL HAZARDS